diff --git a/evaluate_classifiers.py b/evaluate_classifiers.py index 6b0791c..1a5b3c8 100755 --- a/evaluate_classifiers.py +++ b/evaluate_classifiers.py @@ -46,7 +46,7 @@ def main(): for i, state in enumerate(RANDOM_STATES): print("Iteration " + str(i + 1) + " of " + str(len(RANDOM_STATES)) + "...") - dfs.append(perform_grid_search(X, y, state)) + dfs.append(perform_grid_search(X, y, 5, state)) # concatenate all runs in single dataframe df = pd.concat(dfs, ignore_index=True) diff --git a/extract_feature_vectors.py b/extract_feature_vectors.py index b196b4c..d7ecd5f 100755 --- a/extract_feature_vectors.py +++ b/extract_feature_vectors.py @@ -50,7 +50,10 @@ def metrics(clazz: javalang.tree.ClassDeclaration) -> dict[str, str]: sum_m_name_len += len(method.name) # SZ: #Statements - sz = max(sz, count(method, javalang.tree.Statement)) + # BlockStatements nodes are curly braces (i.e. scopes), therefore they + # must be discarded + sz = max(sz, count(method, javalang.tree.Statement) - + count(method, javalang.tree.BlockStatement)) # CPX: #CONDITIONAL + #LOOP statements cpx = max(cpx, @@ -113,14 +116,30 @@ def create_df(root) -> pd.DataFrame: break # Get all classes and number of methods for each one - for _, node in tree.filter(javalang.tree.ClassDeclaration): - fqdn = package_name + '.' + node.name + for parents, node in tree.filter(javalang.tree.ClassDeclaration): - df.loc[i, 'class_name'] = fqdn - m = metrics(node) - for metric in m: - df.loc[i, metric] = m[metric] - i += 1 + is_inner_class = False + for p in parents[:-1]: + t = type(p) + + # for some reason, all the parents other than the root + # are wrapped in a list with only the type as element, + # so I extract the type if this is the case + if t == list: + t = type(p[0]) + + if t == javalang.tree.ClassDeclaration: + is_inner_class = True + break + + if not is_inner_class: + fqdn = package_name + '.' + node.name + + df.loc[i, 'class_name'] = fqdn + m = metrics(node) + for metric in m: + df.loc[i, metric] = m[metric] + i += 1 return df diff --git a/metrics/feature_vectors.csv b/metrics/feature_vectors.csv index 443896c..0df1b1b 100644 --- a/metrics/feature_vectors.csv +++ b/metrics/feature_vectors.csv @@ -1,748 +1,292 @@ class_name,MTH,FLD,RFC,INT,SZ,CPX,EX,RET,BCM,NML,WRD,DCM -com.google.javascript.jscomp.PeepholeSimplifyRegExp,1,0,29,0,18,8,0,2,1,15.0,12,0.6666666666666666 -com.google.javascript.jscomp.MinimizeExitPoints,6,1,91,1,49,14,0,4,5,13.833333333333334,324,2.8672566371681416 +com.google.javascript.jscomp.PeepholeSimplifyRegExp,1,0,29,0,14,8,0,2,1,15.0,12,0.6666666666666666 +com.google.javascript.jscomp.MinimizeExitPoints,6,1,91,1,35,14,0,4,5,13.833333333333334,324,2.8672566371681416 com.google.javascript.jscomp.RenameLabels,1,3,51,1,1,0,0,0,8,7.0,336,6.588235294117647 -com.google.javascript.jscomp.DefaultNameSupplier,1,1,2,1,1,0,0,1,0,3.0,0,0.0 -com.google.javascript.jscomp.ProcessLabels,8,2,52,1,15,3,0,1,7,11.5,121,2.75 -com.google.javascript.jscomp.LabelInfo,0,2,0,0,0,0,0,0,0,0,0,0.0 -com.google.javascript.jscomp.LabelNamespace,0,1,0,0,0,0,0,0,0,0,0,0 -com.google.javascript.jscomp.JsMessageExtractor,2,3,19,0,12,3,1,1,5,15.0,149,6.7727272727272725 -com.google.javascript.jscomp.ExtractMessagesVisitor,2,1,4,0,3,1,0,1,2,13.5,18,3.6 -com.google.javascript.jscomp.Tracer,25,16,177,0,17,4,0,3,70,16.8,2019,7.315217391304348 -com.google.javascript.jscomp.Stat,4,4,0,0,1,1,0,1,5,11.5,65,16.25 -com.google.javascript.jscomp.Event,2,2,25,0,27,4,0,1,2,8.5,64,2.1333333333333333 -com.google.javascript.jscomp.ThreadTrace,9,8,74,0,54,16,0,1,15,11.222222222222221,164,1.5185185185185186 -com.google.javascript.jscomp.AtomicTracerStatMap,2,1,4,0,13,4,0,1,3,8.5,53,3.7857142857142856 -com.google.javascript.jscomp.VerboseMessageFormatter,3,0,12,0,4,4,0,1,1,10.0,16,2.2857142857142856 +com.google.javascript.jscomp.JsMessageExtractor,2,3,19,0,9,3,1,1,5,15.0,149,6.7727272727272725 +com.google.javascript.jscomp.Tracer,25,16,177,0,15,4,0,3,70,16.8,2019,7.315217391304348 +com.google.javascript.jscomp.VerboseMessageFormatter,3,0,12,0,3,4,0,1,1,10.0,16,2.2857142857142856 com.google.javascript.jscomp.DiagnosticType,9,5,15,2,1,0,0,1,11,6.777777777777778,151,11.615384615384615 -com.google.javascript.jscomp.StrictModeCheck,9,13,107,1,20,7,0,3,11,11.88888888888889,128,1.1962616822429906 -com.google.javascript.jscomp.NonExternChecks,3,0,20,0,11,4,0,0,3,11.333333333333334,18,0.8181818181818182 -com.google.javascript.jscomp.JSModule,26,6,87,2,8,3,1,2,28,11.884615384615385,342,4.56 +com.google.javascript.jscomp.StrictModeCheck,9,13,107,1,13,7,0,3,11,11.88888888888889,128,1.1962616822429906 +com.google.javascript.jscomp.JSModule,26,6,87,2,7,3,1,2,28,11.884615384615385,342,4.56 com.google.javascript.jscomp.JsMessageDefinition,3,3,0,0,1,0,0,1,2,16.333333333333332,121,20.166666666666668 -com.google.javascript.jscomp.LiveVariablesAnalysis,10,4,94,0,54,11,0,8,5,16.1,272,2.6930693069306932 -com.google.javascript.jscomp.LiveVariableJoinOp,1,0,5,1,4,1,0,1,0,5.0,0,0.0 -com.google.javascript.jscomp.LiveVariableLattice,5,1,14,1,2,0,0,1,2,6.8,46,4.6 -com.google.javascript.jscomp.StatementFusion,6,0,47,0,16,4,0,7,1,23.833333333333332,69,1.4680851063829787 -com.google.javascript.jscomp.VariableVisibilityAnalysis,3,2,20,1,19,5,0,1,9,15.666666666666666,234,9.75 -com.google.javascript.jscomp.FunctionRewriter,3,2,92,1,19,6,0,1,22,17.333333333333332,483,3.8031496062992125 -com.google.javascript.jscomp.Reduction,2,3,4,0,2,0,0,1,3,10.0,27,4.5 -com.google.javascript.jscomp.ReductionGatherer,2,2,4,1,7,2,0,2,2,9.5,43,4.777777777777778 -com.google.javascript.jscomp.Reducer,3,0,6,0,5,1,0,1,4,11.333333333333334,57,11.4 -com.google.javascript.jscomp.EmptyFunctionReducer,2,2,4,0,5,1,0,2,1,10.5,27,4.5 -com.google.javascript.jscomp.SingleReturnStatementReducer,1,0,5,0,7,2,0,3,2,26.0,28,4.0 -com.google.javascript.jscomp.IdentityReducer,3,2,13,0,8,2,0,3,2,13.0,47,2.9375 -com.google.javascript.jscomp.ReturnConstantReducer,3,2,7,0,8,2,0,3,2,11.0,58,4.461538461538462 -com.google.javascript.jscomp.GetterReducer,3,2,13,0,11,3,0,3,2,13.0,62,3.875 -com.google.javascript.jscomp.SetterReducer,3,2,26,0,15,5,0,5,2,13.0,63,2.3333333333333335 -com.google.javascript.jscomp.CheckUnreachableCode,5,3,24,1,8,2,0,2,1,9.4,12,0.5714285714285714 -com.google.javascript.jscomp.ReachablePredicate,1,0,5,1,9,3,0,3,0,5.0,0,0.0 -com.google.javascript.jscomp.DataFlowAnalysis,13,4,153,0,29,9,0,2,21,11.461538461538462,1031,7.20979020979021 -com.google.javascript.jscomp.FlowState,6,2,8,1,2,0,0,1,2,6.333333333333333,31,2.5833333333333335 -com.google.javascript.jscomp.MaxIterationsExceededException,0,1,0,0,0,0,0,0,1,0,39,39.0 -com.google.javascript.jscomp.BranchedForwardDataFlowAnalysis,6,0,46,0,10,3,0,2,2,12.166666666666666,80,2.6666666666666665 -com.google.javascript.jscomp.BranchedFlowState,6,2,9,1,5,1,0,1,2,6.333333333333333,31,2.066666666666667 -com.google.javascript.jscomp.RemoveUnusedVars,13,13,295,2,61,16,0,4,32,18.153846153846153,909,2.6045845272206303 -com.google.javascript.jscomp.CallSiteOptimizer,11,4,86,0,20,6,0,4,10,20.90909090909091,202,1.9803921568627452 -com.google.javascript.jscomp.Continuation,1,2,5,0,7,2,0,0,1,5.0,30,3.3333333333333335 -com.google.javascript.jscomp.Assign,2,5,36,0,15,4,0,2,2,11.5,25,0.7575757575757576 -com.google.javascript.jscomp.CollapseVariableDeclarations,3,3,70,1,23,5,0,1,9,12.333333333333334,221,3.112676056338028 -com.google.javascript.jscomp.Collapse,0,3,0,0,0,0,0,0,4,0,37,12.333333333333334 -com.google.javascript.jscomp.GatherCollapses,3,1,36,0,23,7,0,3,1,12.333333333333334,38,1.0857142857142856 +com.google.javascript.jscomp.LiveVariablesAnalysis,10,4,94,0,39,11,0,8,5,16.1,272,2.6930693069306932 +com.google.javascript.jscomp.StatementFusion,6,0,47,0,12,4,0,7,1,23.833333333333332,69,1.4680851063829787 +com.google.javascript.jscomp.VariableVisibilityAnalysis,3,2,20,1,12,5,0,1,9,15.666666666666666,234,9.75 +com.google.javascript.jscomp.FunctionRewriter,3,2,92,1,13,6,0,1,22,17.333333333333332,483,3.8031496062992125 +com.google.javascript.jscomp.CheckUnreachableCode,5,3,24,1,6,2,0,2,1,9.4,12,0.5714285714285714 +com.google.javascript.jscomp.DataFlowAnalysis,13,4,153,0,17,9,0,2,21,11.461538461538462,1031,7.20979020979021 +com.google.javascript.jscomp.RemoveUnusedVars,13,13,295,2,41,16,0,4,32,18.153846153846153,909,2.6045845272206303 +com.google.javascript.jscomp.CollapseVariableDeclarations,3,3,70,1,17,5,0,1,9,12.333333333333334,221,3.112676056338028 com.google.javascript.jscomp.RemoveTryCatch,1,2,23,1,1,0,0,0,2,7.0,31,0.9117647058823529 -com.google.javascript.jscomp.RemoveTryCatchCode,1,0,22,0,31,8,0,2,0,5.0,0,0.0 com.google.javascript.jscomp.DiagnosticGroups,7,35,44,0,2,0,0,1,4,14.714285714285714,35,3.1818181818181817 -com.google.javascript.jscomp.ObjectPropertyStringPreprocess,2,6,53,1,5,1,0,0,1,13.5,47,1.3428571428571427 -com.google.javascript.jscomp.Callback,1,0,41,0,27,6,0,6,0,5.0,0,0.0 -com.google.javascript.jscomp.CheckSideEffects,5,6,58,1,24,8,0,4,3,10.4,75,1.3636363636363635 -com.google.javascript.jscomp.StripProtection,2,1,11,1,6,2,0,0,1,6.0,5,0.625 -com.google.javascript.jscomp.BinaryJoinOp,3,0,14,1,9,2,0,3,3,8.333333333333334,77,5.923076923076923 -com.google.javascript.jscomp.FindExportableNodes,2,3,27,0,24,6,0,1,3,7.5,84,2.5454545454545454 -com.google.javascript.jscomp.GenerateNodeContext,3,3,3,0,1,0,0,1,1,11.333333333333334,11,1.8333333333333333 -com.google.javascript.jscomp.PeepholeOptimizationsPass,10,4,39,1,13,3,0,2,3,11.3,55,0.7638888888888888 -com.google.javascript.jscomp.ScopeState,1,2,1,0,2,0,0,0,0,5.0,0,0.0 -com.google.javascript.jscomp.StateStack,3,2,7,0,6,1,0,1,0,3.6666666666666665,0,0.0 -com.google.javascript.jscomp.PeepholeChangeHandler,1,0,2,1,1,0,0,0,0,12.0,0,0.0 -com.google.javascript.jscomp.JvmMetrics,10,4,137,0,30,8,0,4,1,18.3,28,0.2074074074074074 -com.google.javascript.jscomp.ByPathWarningsGuard,4,5,7,0,9,3,0,2,4,8.25,177,9.833333333333334 -com.google.javascript.jscomp.DefaultPassConfig,20,120,341,0,170,51,0,3,119,19.15,964,1.5777414075286416 -com.google.javascript.jscomp.GlobalTypeResolver,2,1,7,1,5,1,0,0,1,10.0,10,1.4285714285714286 -com.google.javascript.jscomp.ClearTypedScope,1,0,2,1,1,0,0,0,1,7.0,8,8.0 -com.google.javascript.jscomp.HotSwapPassFactory,2,0,1,0,1,0,0,1,1,10.0,10,5.0 -com.google.javascript.jscomp.FunctionNames,4,4,23,2,13,3,0,2,1,13.5,75,2.027027027027027 -com.google.javascript.jscomp.FunctionRecord,0,4,0,1,0,0,0,0,0,0,0,0.0 -com.google.javascript.jscomp.FunctionListExtractor,1,2,6,0,4,1,0,0,0,5.0,0,0.0 -com.google.javascript.jscomp.FunctionExpressionNamer,3,3,6,1,3,0,0,1,0,12.333333333333334,0,0.0 -com.google.javascript.jscomp.AbstractCommandLineRunner,54,19,430,0,68,19,2,9,94,18.444444444444443,1965,2.6554054054054053 -com.google.javascript.jscomp.FlagUsageException,0,1,0,0,0,0,0,0,1,0,10,10.0 -com.google.javascript.jscomp.RunTimeStats,3,4,10,0,9,1,0,0,3,16.333333333333332,19,1.1875 -com.google.javascript.jscomp.CommandLineConfig,42,42,29,0,8,2,0,1,43,18.428571428571427,730,7.525773195876289 -com.google.javascript.jscomp.WarningGuardSpec,2,1,3,0,1,0,0,0,1,4.0,17,4.25 -com.google.javascript.jscomp.Entry,0,2,0,0,0,0,0,0,0,0,0,0.0 -com.google.javascript.jscomp.ClosureCodeRemoval,1,6,51,1,22,6,0,0,15,7.0,229,4.163636363636364 -com.google.javascript.jscomp.RemovableAssignment,1,4,14,0,10,2,0,0,7,6.0,53,3.1176470588235294 -com.google.javascript.jscomp.FindAbstractMethods,1,0,10,0,5,2,0,0,1,5.0,10,2.0 -com.google.javascript.jscomp.FindAssertionCalls,1,1,11,0,5,2,0,0,1,5.0,4,0.5 -com.google.javascript.jscomp.OptimizeReturns,5,1,40,2,22,7,0,6,4,10.8,128,2.8444444444444446 -com.google.javascript.jscomp.CheckRegExp,3,4,23,1,14,5,0,1,1,13.333333333333334,30,1.7647058823529411 -com.google.javascript.jscomp.ControlFlowAnalysis,38,12,358,2,54,14,0,19,20,13.605263157894736,503,1.2512437810945274 -com.google.javascript.jscomp.AstControlFlowGraph,2,1,7,0,7,1,0,4,3,18.0,60,5.454545454545454 -com.google.javascript.jscomp.NameReferenceGraphReport,8,1,106,0,35,6,0,2,11,19.5,447,4.966666666666667 -com.google.javascript.jscomp.DiGraphNodeComparator,1,0,18,1,12,3,0,4,1,7.0,24,2.0 -com.google.javascript.jscomp.AnalyzePrototypeProperties,3,14,217,1,7,2,0,2,29,13.0,563,2.385593220338983 -com.google.javascript.jscomp.ProcessProperties,13,1,157,1,56,21,0,5,6,18.46153846153846,151,1.1705426356589148 -com.google.javascript.jscomp.ProcessExternProperties,1,0,6,0,3,1,0,0,0,5.0,0,0.0 -com.google.javascript.jscomp.PropagateReferences,1,0,6,1,8,2,0,3,0,12.0,0,0.0 -com.google.javascript.jscomp.GlobalFunction,4,3,19,1,6,1,0,2,1,10.0,11,0.6470588235294118 -com.google.javascript.jscomp.AssignmentProperty,6,3,13,1,1,0,0,1,2,9.666666666666666,18,2.0 -com.google.javascript.jscomp.LiteralProperty,5,6,7,1,1,0,0,1,1,9.0,13,1.1818181818181819 -com.google.javascript.jscomp.NameContext,0,2,0,0,0,0,0,0,1,0,21,10.5 -com.google.javascript.jscomp.NameInfo,6,5,2,0,15,4,0,1,7,15.666666666666666,113,5.380952380952381 -com.google.javascript.jscomp.PeepholeFoldConstants,35,8,453,0,97,26,0,39,21,17.457142857142856,382,0.5744360902255639 +com.google.javascript.jscomp.ObjectPropertyStringPreprocess,2,6,53,1,4,1,0,0,1,13.5,47,1.3428571428571427 +com.google.javascript.jscomp.CheckSideEffects,5,6,58,1,16,8,0,4,3,10.4,75,1.3636363636363635 +com.google.javascript.jscomp.BinaryJoinOp,3,0,14,1,6,2,0,3,3,8.333333333333334,77,5.923076923076923 +com.google.javascript.jscomp.FindExportableNodes,2,3,27,0,17,6,0,1,3,7.5,84,2.5454545454545454 +com.google.javascript.jscomp.PeepholeOptimizationsPass,10,4,39,1,10,3,0,2,3,11.3,55,0.7638888888888888 +com.google.javascript.jscomp.JvmMetrics,10,4,137,0,20,8,0,4,1,18.3,28,0.2074074074074074 +com.google.javascript.jscomp.ByPathWarningsGuard,4,5,7,0,6,3,0,2,4,8.25,177,9.833333333333334 +com.google.javascript.jscomp.DefaultPassConfig,20,120,341,0,119,51,0,3,119,19.15,964,1.5777414075286416 +com.google.javascript.jscomp.FunctionNames,4,4,23,2,10,3,0,2,1,13.5,75,2.027027027027027 +com.google.javascript.jscomp.AbstractCommandLineRunner,54,19,430,0,48,19,2,9,94,18.444444444444443,1965,2.6554054054054053 +com.google.javascript.jscomp.ClosureCodeRemoval,1,6,51,1,14,6,0,0,15,7.0,229,4.163636363636364 +com.google.javascript.jscomp.OptimizeReturns,5,1,40,2,14,7,0,6,4,10.8,128,2.8444444444444446 +com.google.javascript.jscomp.CheckRegExp,3,4,23,1,10,5,0,1,1,13.333333333333334,30,1.7647058823529411 +com.google.javascript.jscomp.ControlFlowAnalysis,38,12,358,2,38,14,0,19,20,13.605263157894736,503,1.2512437810945274 +com.google.javascript.jscomp.NameReferenceGraphReport,8,1,106,0,29,6,0,2,11,19.5,447,4.966666666666667 +com.google.javascript.jscomp.AnalyzePrototypeProperties,3,14,217,1,5,2,0,2,29,13.0,563,2.385593220338983 +com.google.javascript.jscomp.PeepholeFoldConstants,35,8,453,0,70,26,0,39,21,17.457142857142856,382,0.5744360902255639 com.google.javascript.jscomp.AbstractCompiler,51,2,10,1,1,0,0,1,52,16.764705882352942,881,176.2 com.google.javascript.jscomp.UseSite,2,3,3,0,1,0,0,1,1,7.0,29,5.8 -com.google.javascript.jscomp.RescopeGlobalSymbols,2,6,91,1,7,1,0,0,5,20.0,319,3.7529411764705882 -com.google.javascript.jscomp.RewriteGlobalFunctionStatementsToVarAssignmentsCallback,1,0,11,0,10,2,0,0,1,5.0,30,3.0 -com.google.javascript.jscomp.RewriteScopeCallback,2,0,32,0,23,7,0,6,1,9.0,91,3.033333333333333 -com.google.javascript.jscomp.RemoveGlobalVarCallback,2,0,24,0,20,6,0,1,1,8.0,64,2.56 -com.google.javascript.jscomp.MakeExternsReferenceWindowExplicitly,1,0,15,0,7,2,0,1,1,5.0,32,4.571428571428571 +com.google.javascript.jscomp.RescopeGlobalSymbols,2,6,91,1,6,1,0,0,5,20.0,319,3.7529411764705882 com.google.javascript.jscomp.XtbMessageBundle,4,3,49,1,8,0,2,1,4,12.5,95,1.7592592592592593 -com.google.javascript.jscomp.Handler,11,8,37,1,15,3,0,0,1,14.636363636363637,19,0.6551724137931034 -com.google.javascript.jscomp.SecureEntityResolver,1,0,1,1,1,0,0,1,1,13.0,32,32.0 -com.google.javascript.jscomp.CoalesceVariableNames,7,4,159,2,40,16,0,4,5,15.285714285714286,174,1.144736842105263 -com.google.javascript.jscomp.CombinedLiveRangeChecker,2,2,7,0,5,1,0,2,1,10.5,21,1.9090909090909092 -com.google.javascript.jscomp.LiveRangeChecker,5,4,27,0,11,3,0,4,1,8.4,10,0.45454545454545453 -com.google.javascript.jscomp.NameGenerator,4,7,20,0,16,4,0,2,7,13.0,152,3.4545454545454546 -com.google.javascript.jscomp.CheckPathsBetweenNodes,8,11,41,0,22,7,0,4,7,18.5,221,2.9078947368421053 -com.google.javascript.jscomp.MethodCompilerPass,5,5,83,1,9,1,0,1,11,14.6,180,2.608695652173913 -com.google.javascript.jscomp.GetExternMethods,1,0,29,0,24,4,0,1,1,5.0,34,1.4166666666666667 -com.google.javascript.jscomp.GatherSignatures,2,0,32,0,20,4,0,0,2,13.5,39,1.56 +com.google.javascript.jscomp.CoalesceVariableNames,7,4,159,2,26,16,0,4,5,15.285714285714286,174,1.144736842105263 +com.google.javascript.jscomp.NameGenerator,4,7,20,0,12,4,0,2,7,13.0,152,3.4545454545454546 +com.google.javascript.jscomp.CheckPathsBetweenNodes,8,11,41,0,15,7,0,4,7,18.5,221,2.9078947368421053 +com.google.javascript.jscomp.MethodCompilerPass,5,5,83,1,8,1,0,1,11,14.6,180,2.608695652173913 com.google.javascript.jscomp.EmptyMessageBundle,3,0,4,1,1,0,0,1,4,11.666666666666666,35,11.666666666666666 -com.google.javascript.jscomp.AnalyzeNameReferences,3,3,23,1,5,1,0,1,4,7.333333333333333,123,3.324324324324324 -com.google.javascript.jscomp.PropagateReferences,1,0,10,1,8,2,0,3,0,12.0,0,0.0 -com.google.javascript.jscomp.NameInfo,3,2,1,1,15,4,0,1,3,16.666666666666668,56,3.2941176470588234 -com.google.javascript.jscomp.RemoveUnusedClassProperties,5,4,54,2,16,4,0,3,2,11.6,62,1.3191489361702127 -com.google.javascript.jscomp.VarCheck,6,11,87,1,44,12,0,4,5,17.0,90,1.0714285714285714 -com.google.javascript.jscomp.NameRefInExternsCheck,1,0,18,0,16,4,0,0,1,5.0,24,1.5 -com.google.javascript.jscomp.CompilerInput,28,8,111,2,15,3,1,2,15,11.821428571428571,274,2.8842105263157896 -com.google.javascript.jscomp.DepsFinder,2,3,13,0,15,5,0,2,0,10.5,0,0.0 -com.google.javascript.jscomp.ConvertToDottedProperties,2,1,18,1,13,2,0,0,1,6.0,25,1.6666666666666667 +com.google.javascript.jscomp.AnalyzeNameReferences,3,3,23,1,4,1,0,1,4,7.333333333333333,123,3.324324324324324 +com.google.javascript.jscomp.RemoveUnusedClassProperties,5,4,54,2,10,4,0,3,2,11.6,62,1.3191489361702127 +com.google.javascript.jscomp.VarCheck,6,11,87,1,27,12,0,4,5,17.0,90,1.0714285714285714 +com.google.javascript.jscomp.CompilerInput,28,8,111,2,11,3,1,2,15,11.821428571428571,274,2.8842105263157896 +com.google.javascript.jscomp.ConvertToDottedProperties,2,1,18,1,11,2,0,0,1,6.0,25,1.6666666666666667 com.google.javascript.jscomp.FieldCleanupPass,2,1,23,1,1,0,0,0,3,10.0,264,14.666666666666666 -com.google.javascript.jscomp.QualifiedNameSearchTraversal,3,2,19,0,9,3,0,1,2,10.333333333333334,216,13.5 -com.google.javascript.jscomp.DiagnosticGroup,6,4,19,1,6,2,0,2,11,7.833333333333333,127,5.08 -com.google.javascript.jscomp.SymbolTable,48,11,506,1,39,13,0,9,45,16.895833333333332,1445,2.855731225296443 -com.google.javascript.jscomp.Symbol,16,6,33,0,5,1,0,1,4,14.125,36,1.3846153846153846 -com.google.javascript.jscomp.Reference,0,0,0,0,0,0,0,0,0,0,0,0.0 -com.google.javascript.jscomp.SymbolScope,15,7,39,1,9,3,0,3,3,12.933333333333334,58,1.5263157894736843 -com.google.javascript.jscomp.PropertyRefCollector,6,1,49,1,20,6,0,5,0,20.166666666666668,0,0.0 -com.google.javascript.jscomp.ThisRefCollector,4,2,35,1,17,7,0,1,0,7.75,0,0.0 -com.google.javascript.jscomp.JSDocInfoCollector,2,1,20,0,11,6,0,0,1,9.0,6,0.3333333333333333 -com.google.javascript.jscomp.PrepareAst,4,2,60,1,14,4,0,0,7,13.0,190,2.878787878787879 -com.google.javascript.jscomp.PrepareAnnotations,6,0,37,1,7,2,0,1,4,20.0,114,3.6774193548387095 -com.google.javascript.jscomp.ControlStructureCheck,4,2,16,1,9,2,0,0,2,7.75,20,1.5384615384615385 -com.google.javascript.jscomp.ClosureRewriteClass,16,7,176,1,39,10,0,6,4,16.25,56,0.3971631205673759 -com.google.javascript.jscomp.MemberDefinition,0,3,0,0,0,0,0,0,0,0,0,0.0 -com.google.javascript.jscomp.ClassDefinition,0,6,0,0,0,0,0,0,0,0,0,0.0 -com.google.javascript.jscomp.ReplaceMessagesForChrome,4,0,38,0,18,5,1,2,1,19.25,53,1.65625 -com.google.javascript.jscomp.ProcessDefines,6,10,129,1,24,7,0,1,21,12.333333333333334,477,3.138157894736842 -com.google.javascript.jscomp.CollectDefines,8,6,76,1,41,11,0,2,9,16.75,229,2.4623655913978495 -com.google.javascript.jscomp.RefInfo,0,2,0,0,0,0,0,0,1,0,14,7.0 -com.google.javascript.jscomp.DefineInfo,4,5,4,0,2,0,0,1,6,17.25,82,8.2 +com.google.javascript.jscomp.DiagnosticGroup,6,4,19,1,4,2,0,2,11,7.833333333333333,127,5.08 +com.google.javascript.jscomp.SymbolTable,48,11,506,1,27,13,0,9,45,16.895833333333332,1445,2.855731225296443 +com.google.javascript.jscomp.PrepareAst,4,2,60,1,9,4,0,0,7,13.0,190,2.878787878787879 +com.google.javascript.jscomp.ControlStructureCheck,4,2,16,1,7,2,0,0,2,7.75,20,1.5384615384615385 +com.google.javascript.jscomp.ClosureRewriteClass,16,7,176,1,28,10,0,6,4,16.25,56,0.3971631205673759 +com.google.javascript.jscomp.ReplaceMessagesForChrome,4,0,38,0,13,5,1,2,1,19.25,53,1.65625 +com.google.javascript.jscomp.ProcessDefines,6,10,129,1,15,7,0,1,21,12.333333333333334,477,3.138157894736842 com.google.javascript.jscomp.RecentChange,3,1,1,1,1,0,0,1,1,10.333333333333334,16,5.333333333333333 com.google.javascript.jscomp.ForbiddenChange,1,0,1,1,1,0,0,0,1,12.0,12,12.0 -com.google.javascript.jscomp.PreprocessorSymbolTable,9,3,23,2,5,1,0,1,2,11.222222222222221,25,1.6666666666666667 -com.google.javascript.jscomp.Reference,0,0,0,0,0,0,0,0,0,0,0,0.0 -com.google.javascript.jscomp.MarkNoSideEffectCalls,3,3,42,1,6,1,0,3,5,22.333333333333332,103,1.9074074074074074 -com.google.javascript.jscomp.GatherNoSideEffectFunctions,1,1,23,0,26,9,0,0,1,5.0,7,0.25925925925925924 -com.google.javascript.jscomp.SetNoSideEffectCallProperty,1,1,10,0,13,4,0,3,1,5.0,24,1.7142857142857142 -com.google.javascript.jscomp.PrintStreamErrorManager,3,3,17,0,7,2,0,0,3,13.333333333333334,86,7.166666666666667 -com.google.javascript.jscomp.CodePrinter,1,1,88,0,10,4,0,1,27,8.0,590,2.9797979797979797 -com.google.javascript.jscomp.MappedCodePrinter,9,8,27,0,16,4,0,4,6,15.0,238,4.576923076923077 -com.google.javascript.jscomp.Mapping,0,3,0,0,0,0,0,0,1,0,44,0 -com.google.javascript.jscomp.PrettyCodePrinter,16,2,33,0,10,2,0,6,7,12.5625,132,2.2758620689655173 -com.google.javascript.jscomp.CompactCodePrinter,6,6,20,0,20,4,0,1,4,12.166666666666666,89,1.5344827586206897 -com.google.javascript.jscomp.Builder,7,5,3,0,5,3,0,1,8,12.714285714285714,111,5.55 -com.google.javascript.jscomp.TypeCheck,39,50,692,2,182,21,0,6,31,15.794871794871796,1056,1.6603773584905661 -com.google.javascript.jscomp.PeepholeFoldWithTypes,2,0,21,0,30,9,0,2,2,14.0,145,4.393939393939394 -com.google.javascript.jscomp.PassConfig,17,4,36,0,18,5,0,1,21,17.176470588235293,335,5.491803278688525 -com.google.javascript.jscomp.PassConfigDelegate,6,1,6,0,1,0,0,1,1,16.0,15,1.875 -com.google.javascript.jscomp.State,0,10,0,1,0,0,0,0,1,0,7,0.7777777777777778 -com.google.javascript.jscomp.AbstractPeepholeOptimization,13,1,22,0,10,3,0,1,14,17.076923076923077,316,13.166666666666666 -com.google.javascript.jscomp.RenamePrototypes,3,9,107,1,32,8,0,1,15,13.333333333333334,471,3.3404255319148937 -com.google.javascript.jscomp.Property,4,5,16,0,15,5,0,5,1,15.75,13,0.37142857142857144 -com.google.javascript.jscomp.ProcessExternedProperties,1,0,7,0,4,1,0,0,1,5.0,22,5.5 -com.google.javascript.jscomp.ProcessProperties,6,0,45,0,19,5,0,1,6,20.333333333333332,166,3.5319148936170213 -com.google.javascript.jscomp.RhinoErrorReporter,6,8,37,0,6,2,0,2,2,12.333333333333334,55,1.7741935483870968 -com.google.javascript.jscomp.OldRhinoErrorReporter,2,0,2,1,1,0,0,0,0,6.0,0,0.0 -com.google.javascript.jscomp.NewRhinoErrorReporter,5,0,11,1,5,1,0,1,0,7.2,0,0.0 -com.google.javascript.jscomp.NameReferenceGraph,6,6,58,1,13,4,0,3,10,14.666666666666666,383,4.5058823529411764 -com.google.javascript.jscomp.Name,21,7,45,0,6,2,0,2,6,13.666666666666666,172,4.777777777777778 -com.google.javascript.jscomp.Reference,6,4,6,0,1,0,0,1,2,8.333333333333334,41,5.125 -com.google.javascript.jscomp.UnreachableCodeElimination,4,3,66,2,6,1,0,0,2,7.75,231,3.08 -com.google.javascript.jscomp.EliminationPass,4,1,49,0,25,6,0,5,1,20.25,153,2.3181818181818183 +com.google.javascript.jscomp.PreprocessorSymbolTable,9,3,23,2,4,1,0,1,2,11.222222222222221,25,1.6666666666666667 +com.google.javascript.jscomp.MarkNoSideEffectCalls,3,3,42,1,5,1,0,3,5,22.333333333333332,103,1.9074074074074074 +com.google.javascript.jscomp.PrintStreamErrorManager,3,3,17,0,4,2,0,0,3,13.333333333333334,86,7.166666666666667 +com.google.javascript.jscomp.CodePrinter,1,1,88,0,8,4,0,1,27,8.0,590,2.9797979797979797 +com.google.javascript.jscomp.TypeCheck,39,50,692,2,156,21,0,6,31,15.794871794871796,1056,1.6603773584905661 +com.google.javascript.jscomp.PeepholeFoldWithTypes,2,0,21,0,21,9,0,2,2,14.0,145,4.393939393939394 +com.google.javascript.jscomp.PassConfig,17,4,36,0,13,5,0,1,21,17.176470588235293,335,5.491803278688525 +com.google.javascript.jscomp.AbstractPeepholeOptimization,13,1,22,0,6,3,0,1,14,17.076923076923077,316,13.166666666666666 +com.google.javascript.jscomp.RenamePrototypes,3,9,107,1,23,8,0,1,15,13.333333333333334,471,3.3404255319148937 +com.google.javascript.jscomp.RhinoErrorReporter,6,8,37,0,4,2,0,2,2,12.333333333333334,55,1.7741935483870968 +com.google.javascript.jscomp.NameReferenceGraph,6,6,58,1,8,4,0,3,10,14.666666666666666,383,4.5058823529411764 +com.google.javascript.jscomp.UnreachableCodeElimination,4,3,66,2,5,1,0,0,2,7.75,231,3.08 com.google.javascript.jscomp.ReplaceCssNames,2,10,68,1,2,0,0,1,2,12.0,240,3.75 -com.google.javascript.jscomp.Traversal,2,0,59,0,31,8,0,3,1,11.0,70,1.2280701754385965 com.google.javascript.jscomp.ObjectPropertyStringPostprocess,1,1,26,1,1,0,0,0,1,7.0,52,2.3636363636363638 -com.google.javascript.jscomp.Callback,1,0,25,0,20,4,0,2,0,5.0,0,0.0 com.google.javascript.jscomp.DefinitionSite,0,5,0,0,0,0,0,0,1,0,24,4.8 -com.google.javascript.jscomp.GroupVariableDeclarations,6,1,44,2,32,8,0,2,2,10.5,240,5.217391304347826 -com.google.javascript.jscomp.Strings,3,0,11,0,7,2,0,3,4,22.333333333333332,441,31.5 -com.google.javascript.jscomp.CheckRequiresForConstructors,4,4,76,1,6,2,0,2,3,13.0,72,1.0588235294117647 -com.google.javascript.jscomp.CheckRequiresForConstructorsCallback,5,3,61,1,31,6,0,3,1,11.8,23,0.4107142857142857 -com.google.javascript.jscomp.MemoizedScopeCreator,7,2,23,2,7,2,0,1,3,14.857142857142858,95,4.523809523809524 -com.google.javascript.jscomp.GatherRawExports,4,3,19,1,11,4,0,3,1,13.5,25,1.25 -com.google.javascript.jscomp.ExpressionDecomposer,26,6,217,0,33,11,0,4,27,19.0,974,4.407239819004525 -com.google.javascript.jscomp.DecompositionState,0,2,0,0,0,0,0,0,1,0,17,0 -com.google.javascript.jscomp.JSModuleGraph,15,3,136,0,39,12,2,3,19,18.133333333333333,675,4.411764705882353 -com.google.javascript.jscomp.InverseDepthComparator,1,0,2,1,1,0,0,1,1,7.0,23,23.0 -com.google.javascript.jscomp.ModuleDependenceException,2,3,2,0,1,0,0,1,0,13.5,0,0.0 -com.google.javascript.jscomp.InlineFunctions,19,9,298,1,34,11,0,4,33,20.68421052631579,549,1.5292479108635098 -com.google.javascript.jscomp.FindCandidateFunctions,4,1,38,1,14,4,0,1,2,15.0,30,0.9090909090909091 -com.google.javascript.jscomp.CallVisitor,1,3,17,0,22,7,0,0,1,5.0,7,0.28 -com.google.javascript.jscomp.FindCandidatesReferences,5,0,35,1,17,5,0,3,2,15.0,13,0.28888888888888886 -com.google.javascript.jscomp.Inline,2,2,17,1,12,4,0,0,2,13.5,13,0.8125 -com.google.javascript.jscomp.FunctionState,26,10,44,0,6,2,0,2,1,14.5,12,0.24489795918367346 -com.google.javascript.jscomp.NamedFunction,4,1,9,1,1,0,0,1,1,11.25,6,1.2 -com.google.javascript.jscomp.FunctionVar,4,1,11,1,1,0,0,1,1,11.25,6,1.2 -com.google.javascript.jscomp.FunctionExpression,4,2,5,1,1,0,0,1,1,11.25,6,1.2 -com.google.javascript.jscomp.Reference,0,2,0,0,0,0,0,0,0,0,0,0.0 -com.google.javascript.jscomp.ShadowVariables,1,7,68,1,5,1,0,0,3,7.0,115,1.3218390804597702 -com.google.javascript.jscomp.GatherReferenceInfo,1,0,21,0,21,7,0,4,0,5.0,0,0.0 -com.google.javascript.jscomp.DoShadowVariables,5,0,44,1,26,9,0,2,1,9.2,20,0.35714285714285715 -com.google.javascript.jscomp.GlobalNamespace,18,9,210,2,7,1,0,1,42,12.722222222222221,1431,3.222972972972973 -com.google.javascript.jscomp.NodeFilter,1,1,7,1,9,3,0,3,1,5.0,17,1.7 -com.google.javascript.jscomp.BuildGlobalNamespace,14,1,120,1,83,16,0,8,14,15.714285714285714,711,3.2465753424657535 -com.google.javascript.jscomp.Name,25,16,38,1,29,5,0,6,7,13.4,145,1.1788617886178863 -com.google.javascript.jscomp.Ref,10,8,10,1,3,1,0,1,4,10.9,83,2.59375 -com.google.javascript.jscomp.Tracker,1,4,14,1,19,7,0,0,2,7.0,58,2.6363636363636362 -com.google.javascript.jscomp.ClosureOptimizePrimitives,3,1,34,1,17,4,0,3,6,18.0,80,2.2222222222222223 -com.google.javascript.jscomp.FindObjectCreateCalls,1,1,8,0,5,2,0,0,1,5.0,7,1.4 -com.google.javascript.jscomp.FunctionTypeBuilder,20,32,228,0,45,14,0,4,27,17.2,672,2.0425531914893615 -com.google.javascript.jscomp.ExtendedTypeValidator,1,0,9,1,18,4,0,5,0,5.0,0,0.0 -com.google.javascript.jscomp.ImplementedTypeValidator,1,0,8,1,18,4,0,5,0,5.0,0,0.0 -com.google.javascript.jscomp.UnknownFunctionContents,8,1,10,1,1,0,0,1,0,16.875,0,0.0 -com.google.javascript.jscomp.AstFunctionContents,11,5,20,1,4,1,0,1,0,19.636363636363637,0,0.0 -com.google.javascript.jscomp.DotFormatter,12,8,93,0,26,6,1,2,8,9.5,239,2.463917525773196 -com.google.javascript.jscomp.CrossModuleCodeMotion,8,5,113,1,29,8,0,10,12,13.125,227,1.6814814814814816 -com.google.javascript.jscomp.NamedInfo,3,4,3,0,8,2,0,2,3,15.333333333333334,43,2.8666666666666667 -com.google.javascript.jscomp.Declaration,0,2,0,0,0,0,0,0,0,0,0,0.0 +com.google.javascript.jscomp.GroupVariableDeclarations,6,1,44,2,20,8,0,2,2,10.5,240,5.217391304347826 +com.google.javascript.jscomp.Strings,3,0,11,0,5,2,0,3,4,22.333333333333332,441,31.5 +com.google.javascript.jscomp.CheckRequiresForConstructors,4,4,76,1,4,2,0,2,3,13.0,72,1.0588235294117647 +com.google.javascript.jscomp.MemoizedScopeCreator,7,2,23,2,5,2,0,1,3,14.857142857142858,95,4.523809523809524 +com.google.javascript.jscomp.GatherRawExports,4,3,19,1,7,4,0,3,1,13.5,25,1.25 +com.google.javascript.jscomp.ExpressionDecomposer,26,6,217,0,24,11,0,4,27,19.0,974,4.407239819004525 +com.google.javascript.jscomp.JSModuleGraph,15,3,136,0,25,12,2,3,19,18.133333333333333,675,4.411764705882353 +com.google.javascript.jscomp.InlineFunctions,19,9,298,1,22,11,0,4,33,20.68421052631579,549,1.5292479108635098 +com.google.javascript.jscomp.ShadowVariables,1,7,68,1,4,1,0,0,3,7.0,115,1.3218390804597702 +com.google.javascript.jscomp.GlobalNamespace,18,9,210,2,6,1,0,1,42,12.722222222222221,1431,3.222972972972973 +com.google.javascript.jscomp.ClosureOptimizePrimitives,3,1,34,1,13,4,0,3,6,18.0,80,2.2222222222222223 +com.google.javascript.jscomp.FunctionTypeBuilder,20,32,228,0,29,14,0,4,27,17.2,672,2.0425531914893615 +com.google.javascript.jscomp.DotFormatter,12,8,93,0,22,6,1,2,8,9.5,239,2.463917525773196 +com.google.javascript.jscomp.CrossModuleCodeMotion,8,5,113,1,20,8,0,10,12,13.125,227,1.6814814814814816 com.google.javascript.jscomp.JSSourceFile,10,2,20,1,1,0,1,1,1,10.6,36,3.0 -com.google.javascript.jscomp.ComposeWarningsGuard,8,6,33,0,12,4,0,3,3,10.0,96,1.6551724137931034 -com.google.javascript.jscomp.GuardComparator,1,2,7,2,4,1,0,2,0,7.0,0,0.0 +com.google.javascript.jscomp.ComposeWarningsGuard,8,6,33,0,8,4,0,3,3,10.0,96,1.6551724137931034 com.google.javascript.jscomp.VariableReferenceCheck,2,6,49,1,1,0,0,0,3,10.0,113,2.0925925925925926 -com.google.javascript.jscomp.ReferenceCheckingBehavior,2,0,42,1,47,16,0,0,2,11.0,62,1.24 -com.google.javascript.jscomp.ReplaceMessages,8,3,100,0,20,6,1,4,7,19.0,432,4.595744680851064 +com.google.javascript.jscomp.ReplaceMessages,8,3,100,0,14,6,1,4,7,19.0,432,4.595744680851064 com.google.javascript.jscomp.CleanupPasses,4,4,16,0,4,0,0,1,2,16.25,56,2.5454545454545454 -com.google.javascript.jscomp.MemoizedScopeCleanupPass,2,1,13,1,10,4,0,0,1,10.0,39,3.5454545454545454 com.google.javascript.jscomp.InlineVariables,2,4,244,1,5,0,0,3,24,11.5,506,2.219298245614035 -com.google.javascript.jscomp.IdentifyConstants,1,0,2,1,1,0,0,1,1,5.0,43,43.0 -com.google.javascript.jscomp.IdentifyLocals,1,0,2,1,1,0,0,1,1,5.0,4,4.0 -com.google.javascript.jscomp.AliasCandidate,0,2,0,0,0,0,0,0,0,0,0,0.0 -com.google.javascript.jscomp.InliningBehavior,22,2,239,1,35,11,0,7,21,19.136363636363637,354,1.6465116279069767 -com.google.javascript.jscomp.ProcessCommonJSModules,6,8,115,1,9,1,0,1,11,12.833333333333334,212,2.6835443037974684 -com.google.javascript.jscomp.ProcessCommonJsModulesCallback,6,2,81,0,11,3,0,1,6,17.166666666666668,73,1.7380952380952381 -com.google.javascript.jscomp.SuffixVarsCallback,1,2,12,0,14,4,0,1,1,5.0,13,0.8666666666666667 -com.google.javascript.jscomp.SanityCheck,5,4,32,1,12,3,0,2,4,17.0,91,2.935483870967742 -com.google.javascript.jscomp.SuppressDocWarningsGuard,2,2,17,0,25,10,0,2,3,8.0,31,1.0689655172413792 -com.google.javascript.jscomp.PeepholeSubstituteAlternateSyntax,47,10,634,0,94,20,0,19,37,20.148936170212767,981,1.4469026548672566 -com.google.javascript.jscomp.AstChangeProxy,6,1,24,0,19,4,0,1,9,13.666666666666666,74,2.642857142857143 -com.google.javascript.jscomp.DiagnosticGroupWarningsGuard,4,3,10,0,8,3,0,2,1,7.0,13,1.0 +com.google.javascript.jscomp.ProcessCommonJSModules,6,8,115,1,8,1,0,1,11,12.833333333333334,212,2.6835443037974684 +com.google.javascript.jscomp.SanityCheck,5,4,32,1,9,3,0,2,4,17.0,91,2.935483870967742 +com.google.javascript.jscomp.SuppressDocWarningsGuard,2,2,17,0,15,10,0,2,3,8.0,31,1.0689655172413792 +com.google.javascript.jscomp.PeepholeSubstituteAlternateSyntax,47,10,634,0,73,20,0,19,37,20.148936170212767,981,1.4469026548672566 +com.google.javascript.jscomp.AstChangeProxy,6,1,24,0,14,4,0,1,9,13.666666666666666,74,2.642857142857143 +com.google.javascript.jscomp.DiagnosticGroupWarningsGuard,4,3,10,0,5,3,0,2,1,7.0,13,1.0 com.google.javascript.jscomp.JqueryCodingConvention,3,3,15,0,2,0,0,1,1,17.666666666666668,8,1.1428571428571428 -com.google.javascript.jscomp.InferJSDocInfo,5,2,58,1,39,12,0,4,3,15.8,190,2.8358208955223883 -com.google.javascript.jscomp.SpecializeModule,8,5,125,1,16,4,0,1,32,26.625,1470,10.425531914893616 -com.google.javascript.jscomp.NodeMatcher,3,0,10,0,8,2,0,1,4,10.0,117,13.0 -com.google.javascript.jscomp.OriginalFunctionInformation,4,4,22,0,8,1,0,1,5,22.75,139,7.722222222222222 -com.google.javascript.jscomp.SpecializationState,11,5,31,0,14,4,0,5,14,22.363636363636363,453,10.295454545454545 -com.google.javascript.jscomp.SideEffectsAnalysis,9,4,92,1,20,6,0,9,42,17.77777777777778,1355,7.923976608187134 -com.google.javascript.jscomp.AbstractMotionEnvironment,1,0,1,0,0,0,0,0,2,20.0,87,0 -com.google.javascript.jscomp.IntraproceduralMotionEnvironment,1,0,1,0,1,0,0,1,2,20.0,73,73.0 -com.google.javascript.jscomp.CrossModuleMotionEnvironment,1,0,1,0,1,0,0,1,2,20.0,84,84.0 -com.google.javascript.jscomp.RawMotionEnvironment,1,1,1,0,1,0,0,1,1,20.0,32,16.0 -com.google.javascript.jscomp.LocationSummary,2,2,2,0,1,0,0,1,0,9.0,0,0.0 -com.google.javascript.jscomp.LocationAbstraction,3,0,8,0,5,1,0,1,4,21.666666666666668,83,16.6 -com.google.javascript.jscomp.DegenerateLocationAbstraction,4,2,5,0,5,1,0,2,1,17.75,51,2.6842105263157894 -com.google.javascript.jscomp.DegenerateEffectLocation,3,0,3,1,5,1,0,2,0,9.666666666666666,0,0.0 -com.google.javascript.jscomp.VisibilityLocationAbstraction,7,9,30,0,16,4,0,2,10,21.571428571428573,289,5.452830188679245 -com.google.javascript.jscomp.VisibilityBasedEffectLocation,3,1,5,1,2,0,0,1,1,9.666666666666666,41,6.833333333333333 -com.google.javascript.jscomp.VariableUseDeclarationMap,2,2,12,0,7,2,0,1,3,17.0,78,7.8 -com.google.javascript.jscomp.AmbiguateProperties,10,13,195,1,30,8,0,3,26,15.3,543,2.7989690721649483 -com.google.javascript.jscomp.PropertyGraph,5,1,12,1,3,1,0,1,0,11.0,0,0.0 -com.google.javascript.jscomp.PropertySubGraph,2,1,5,1,1,0,0,1,4,11.0,80,40.0 -com.google.javascript.jscomp.PropertyGraphNode,3,2,3,1,1,0,0,1,0,11.333333333333334,0,0.0 -com.google.javascript.jscomp.ProcessExterns,1,0,10,0,7,1,0,0,1,5.0,8,1.1428571428571428 -com.google.javascript.jscomp.ProcessProperties,3,0,25,0,16,3,0,1,2,12.333333333333334,44,2.0 -com.google.javascript.jscomp.Property,2,5,15,0,14,4,0,2,2,11.0,15,0.5769230769230769 -com.google.javascript.jscomp.JSTypeBitSet,1,1,9,0,5,1,0,1,1,8.0,5,0.7142857142857143 -com.google.javascript.jscomp.Bind,1,3,3,0,4,1,0,2,1,22.0,10,1.4285714285714286 +com.google.javascript.jscomp.InferJSDocInfo,5,2,58,1,27,12,0,4,3,15.8,190,2.8358208955223883 +com.google.javascript.jscomp.SpecializeModule,8,5,125,1,13,4,0,1,32,26.625,1470,10.425531914893616 +com.google.javascript.jscomp.SideEffectsAnalysis,9,4,92,1,14,6,0,9,42,17.77777777777778,1355,7.923976608187134 +com.google.javascript.jscomp.AmbiguateProperties,10,13,195,1,22,8,0,3,26,15.3,543,2.7989690721649483 +com.google.javascript.jscomp.Bind,1,3,3,0,3,1,0,2,1,22.0,10,1.4285714285714286 com.google.javascript.jscomp.SubclassRelationship,0,3,2,0,0,0,0,0,0,0,0,0.0 com.google.javascript.jscomp.DelegateRelationship,0,2,0,0,0,0,0,0,3,0,60,30.0 com.google.javascript.jscomp.ObjectLiteralCast,0,3,0,0,0,0,0,0,4,0,26,8.666666666666666 com.google.javascript.jscomp.AssertionFunctionSpec,3,2,4,0,1,1,0,1,4,15.333333333333334,78,13.0 -com.google.javascript.jscomp.SourceFile,30,7,90,2,29,7,1,5,22,11.133333333333333,473,3.354609929078014 -com.google.javascript.jscomp.Builder,8,2,13,0,2,0,1,1,3,14.875,47,4.7 -com.google.javascript.jscomp.Preloaded,0,1,0,0,0,0,0,0,1,0,9,3.0 -com.google.javascript.jscomp.Generated,2,2,3,0,5,1,1,1,1,12.0,14,1.5555555555555556 -com.google.javascript.jscomp.OnDisk,5,3,13,0,5,1,1,2,4,11.4,109,5.7368421052631575 -com.google.javascript.jscomp.LineNumberCheck,4,3,13,2,8,3,0,1,1,10.25,26,1.5294117647058822 -com.google.javascript.jscomp.OptimizeCalls,2,2,6,1,6,2,0,1,1,7.0,36,4.0 -com.google.javascript.jscomp.CrossModuleMethodMotion,2,8,53,1,33,10,0,0,6,9.0,88,2.046511627906977 -com.google.javascript.jscomp.IdGenerator,2,2,0,1,1,0,0,1,3,11.5,30,15.0 -com.google.javascript.jscomp.Compiler,155,54,740,0,71,19,1,6,102,14.870967741935484,1625,1.9162735849056605 -com.google.javascript.jscomp.CodeBuilder,7,3,15,0,11,2,0,1,8,8.857142857142858,92,5.411764705882353 -com.google.javascript.jscomp.IntermediateState,0,10,0,1,0,0,0,0,1,0,82,0 -com.google.javascript.jscomp.NodeNameExtractor,1,2,27,0,24,5,0,11,2,7.0,101,4.04 -com.google.javascript.jscomp.TypedCodeGenerator,5,0,104,0,55,15,0,6,3,16.4,41,0.41414141414141414 +com.google.javascript.jscomp.SourceFile,30,7,90,2,20,7,1,5,22,11.133333333333333,473,3.354609929078014 +com.google.javascript.jscomp.LineNumberCheck,4,3,13,2,5,3,0,1,1,10.25,26,1.5294117647058822 +com.google.javascript.jscomp.OptimizeCalls,2,2,6,1,4,2,0,1,1,7.0,36,4.0 +com.google.javascript.jscomp.CrossModuleMethodMotion,2,8,53,1,23,10,0,0,6,9.0,88,2.046511627906977 +com.google.javascript.jscomp.Compiler,155,54,740,0,53,19,1,6,102,14.870967741935484,1625,1.9162735849056605 +com.google.javascript.jscomp.NodeNameExtractor,1,2,27,0,18,5,0,11,2,7.0,101,4.04 +com.google.javascript.jscomp.TypedCodeGenerator,5,0,104,0,40,15,0,6,3,16.4,41,0.41414141414141414 com.google.javascript.jscomp.TypeInferencePass,4,6,27,1,5,0,0,1,3,10.25,54,2.4545454545454546 -com.google.javascript.jscomp.FirstScopeBuildingCallback,2,0,3,0,1,0,0,0,0,7.5,0,0.0 -com.google.javascript.jscomp.SecondScopeBuildingCallback,2,0,5,0,1,0,0,0,0,7.5,0,0.0 com.google.javascript.jscomp.SyntheticAst,5,4,9,1,3,0,0,1,1,10.8,13,1.3 -com.google.javascript.jscomp.CombinedCompilerPass,7,2,28,2,5,1,0,1,8,9.428571428571429,288,6.0 -com.google.javascript.jscomp.CallbackWrapper,5,3,8,0,6,2,0,1,5,17.0,132,6.0 -com.google.javascript.jscomp.RuntimeTypeCheck,3,3,132,1,4,1,0,1,7,10.333333333333334,343,3.0353982300884956 -com.google.javascript.jscomp.AddMarkers,6,1,41,0,10,3,0,3,2,17.0,125,3.90625 -com.google.javascript.jscomp.AddChecks,5,0,67,0,21,5,0,5,4,13.8,152,2.4516129032258065 -com.google.javascript.jscomp.VariableMap,14,3,58,0,11,3,1,2,13,11.571428571428571,160,2.711864406779661 -com.google.javascript.jscomp.MustBeReachingVariableDef,12,3,124,0,53,16,0,8,8,14.833333333333334,316,2.065359477124183 -com.google.javascript.jscomp.Definition,1,3,2,0,4,1,0,2,1,6.0,51,10.2 -com.google.javascript.jscomp.MustDef,1,1,7,1,1,0,0,1,2,6.0,80,11.428571428571429 -com.google.javascript.jscomp.MustDefJoin,1,0,16,0,21,6,0,1,0,5.0,0,0.0 +com.google.javascript.jscomp.CombinedCompilerPass,7,2,28,2,3,1,0,1,8,9.428571428571429,288,6.0 +com.google.javascript.jscomp.RuntimeTypeCheck,3,3,132,1,3,1,0,1,7,10.333333333333334,343,3.0353982300884956 +com.google.javascript.jscomp.VariableMap,14,3,58,0,10,3,1,2,13,11.571428571428571,160,2.711864406779661 +com.google.javascript.jscomp.MustBeReachingVariableDef,12,3,124,0,39,16,0,8,8,14.833333333333334,316,2.065359477124183 com.google.javascript.jscomp.StripCode,2,8,138,1,1,0,0,0,21,13.5,950,5.900621118012422 -com.google.javascript.jscomp.Strip,18,0,128,0,27,6,0,5,18,26.333333333333332,828,5.411764705882353 com.google.javascript.jscomp.TransformAMDToCJSModule,3,6,117,1,1,0,0,1,10,16.0,168,1.6153846153846154 -com.google.javascript.jscomp.TransformAMDModulesCallback,6,0,93,0,36,9,0,6,6,18.5,113,1.2555555555555555 -com.google.javascript.jscomp.DefineCallbackReturnCallback,1,0,12,0,4,1,0,0,1,5.0,14,3.5 -com.google.javascript.jscomp.RenameCallback,1,2,6,0,4,1,0,0,1,5.0,2,0.3333333333333333 -com.google.javascript.jscomp.PeepholeCollectPropertyAssignments,9,0,96,0,29,9,0,7,1,17.555555555555557,43,0.32575757575757575 +com.google.javascript.jscomp.PeepholeCollectPropertyAssignments,9,0,96,0,20,9,0,7,1,17.555555555555557,43,0.32575757575757575 com.google.javascript.jscomp.CheckProvides,2,4,36,1,1,0,0,0,1,10.0,8,0.18604651162790697 -com.google.javascript.jscomp.CheckProvidesCallback,3,3,31,0,15,5,0,0,0,12.333333333333334,0,0.0 -com.google.javascript.jscomp.ScopedAliases,2,11,161,1,21,6,0,0,4,10.0,82,0.5 -com.google.javascript.jscomp.AliasedNode,1,2,4,1,1,0,0,0,0,10.0,0,0.0 -com.google.javascript.jscomp.AliasedTypeNode,1,3,8,1,2,0,0,0,0,10.0,0,0.0 -com.google.javascript.jscomp.Traversal,16,8,118,1,40,14,0,2,2,13.8125,35,0.26717557251908397 +com.google.javascript.jscomp.ScopedAliases,2,11,161,1,14,6,0,0,4,10.0,82,0.5 com.google.javascript.jscomp.JsMessage,14,11,76,0,7,5,0,3,37,8.285714285714286,877,4.022935779816514 -com.google.javascript.jscomp.PlaceholderReference,7,1,13,1,1,0,0,1,1,7.428571428571429,9,1.125 -com.google.javascript.jscomp.Builder,15,8,38,0,14,6,0,1,14,11.133333333333333,174,3.702127659574468 -com.google.javascript.jscomp.Hash,6,2,12,0,70,1,0,2,8,6.166666666666667,316,2.7719298245614037 -com.google.javascript.jscomp.ConcreteType,22,5,188,1,14,4,0,3,69,12.136363636363637,1130,4.934497816593886 -com.google.javascript.jscomp.TypeFilter,1,1,0,0,0,0,0,0,2,6.0,41,41.0 -com.google.javascript.jscomp.ConcreteNoneType,4,0,1,0,1,0,0,1,1,9.0,6,1.5 -com.google.javascript.jscomp.ConcreteFunctionType,14,9,68,0,21,5,0,2,16,12.642857142857142,284,5.071428571428571 -com.google.javascript.jscomp.ConcreteInstanceType,9,4,23,0,11,3,0,4,11,15.0,169,4.970588235294118 -com.google.javascript.jscomp.ConcreteUnionType,8,1,39,0,22,5,0,6,2,9.125,48,0.9795918367346939 -com.google.javascript.jscomp.ConcreteAll,4,0,1,0,1,0,0,1,1,8.75,7,1.75 -com.google.javascript.jscomp.ConcreteUniqueType,3,1,5,0,1,0,0,1,1,7.333333333333333,60,12.0 -com.google.javascript.jscomp.GatherSideEffectSubexpressionsCallback,7,3,95,1,25,7,0,7,15,17.0,374,3.8958333333333335 -com.google.javascript.jscomp.GetReplacementSideEffectSubexpressions,5,2,41,1,13,4,0,1,2,26.8,48,1.2972972972972974 +com.google.javascript.jscomp.ConcreteType,22,5,188,1,9,4,0,3,69,12.136363636363637,1130,4.934497816593886 +com.google.javascript.jscomp.GatherSideEffectSubexpressionsCallback,7,3,95,1,16,7,0,7,15,17.0,374,3.8958333333333335 com.google.javascript.jscomp.NodeIterators,0,0,59,0,0,0,0,0,10,0,228,2.85 -com.google.javascript.jscomp.FunctionlessLocalScope,6,1,29,1,20,5,0,4,5,8.833333333333334,70,2.121212121212121 -com.google.javascript.jscomp.LocalVarMotion,6,4,36,1,32,10,0,5,4,8.0,136,2.893617021276596 -com.google.javascript.jscomp.PureFunctionIdentifier,9,8,297,1,41,13,0,7,37,15.444444444444445,652,1.5523809523809524 -com.google.javascript.jscomp.FunctionAnalyzer,13,1,128,1,50,15,0,4,10,17.384615384615383,153,0.9386503067484663 -com.google.javascript.jscomp.SideEffectPropagationCallback,1,0,25,1,32,10,0,1,1,12.0,9,0.28125 -com.google.javascript.jscomp.FunctionInformation,19,12,29,0,19,6,0,1,18,14.789473684210526,167,3.34 -com.google.javascript.jscomp.Driver,1,3,7,1,14,2,0,0,1,7.0,14,0.8235294117647058 -com.google.javascript.jscomp.CallGraph,21,9,117,1,23,7,0,3,43,20.666666666666668,1378,6.530805687203792 -com.google.javascript.jscomp.Function,10,5,17,0,9,2,0,2,9,18.1,181,4.7631578947368425 -com.google.javascript.jscomp.Callsite,6,5,8,0,9,2,0,2,4,16.166666666666668,162,8.526315789473685 -com.google.javascript.jscomp.LoggerErrorManager,2,2,18,0,7,3,0,0,3,9.5,45,2.8125 -com.google.javascript.jscomp.CheckAccessControls,24,20,251,2,37,14,0,5,19,19.041666666666668,488,2.076595744680851 -com.google.javascript.jscomp.NameAnalyzer,25,17,534,1,63,14,0,9,88,16.8,2034,3.1534883720930234 -com.google.javascript.jscomp.AliasSet,0,1,3,0,0,0,0,0,1,0,53,26.5 -com.google.javascript.jscomp.ReferencePropagationCallback,1,0,1,1,6,1,0,2,1,12.0,5,0.8333333333333334 -com.google.javascript.jscomp.NameInformation,0,7,0,0,0,0,0,0,8,0,81,0 -com.google.javascript.jscomp.JsName,2,6,15,1,12,3,0,1,8,8.5,62,4.769230769230769 -com.google.javascript.jscomp.JsNameRefNode,2,3,13,1,13,1,0,1,5,5.0,92,5.411764705882353 -com.google.javascript.jscomp.PrototypeSetNode,1,0,11,0,5,1,0,0,2,6.0,32,4.571428571428571 -com.google.javascript.jscomp.SpecialReferenceNode,3,2,5,1,1,1,0,1,4,7.333333333333333,28,5.6 -com.google.javascript.jscomp.ClassDefiningFunctionNode,1,0,12,0,6,1,0,0,2,6.0,34,4.25 -com.google.javascript.jscomp.InstanceOfCheckNode,1,0,10,0,1,0,0,0,2,6.0,26,6.5 -com.google.javascript.jscomp.ProcessExternals,1,0,8,0,10,3,0,0,1,5.0,11,1.1 -com.google.javascript.jscomp.FindDependencyScopes,4,0,41,0,20,7,0,1,2,12.5,150,3.1914893617021276 -com.google.javascript.jscomp.HoistVariableAndFunctionDeclarations,1,0,11,0,8,2,0,0,1,5.0,32,4.0 -com.google.javascript.jscomp.FindDeclarationsAndSetters,4,0,41,0,30,11,0,2,4,13.75,117,2.2941176470588234 -com.google.javascript.jscomp.FindReferences,9,1,115,1,41,15,0,4,4,16.555555555555557,126,0.9064748201438849 -com.google.javascript.jscomp.NodeAccumulator,4,0,15,1,7,2,0,1,1,27.0,15,1.3636363636363635 -com.google.javascript.jscomp.RemoveListener,1,0,2,1,1,0,0,0,0,11.0,0,0.0 -com.google.javascript.jscomp.PerformanceTracker,9,10,106,0,64,6,0,1,7,15.11111111111111,70,0.43478260869565216 -com.google.javascript.jscomp.Stats,0,8,0,0,0,0,0,0,0,0,0,0.0 -com.google.javascript.jscomp.CmpEntries,1,0,3,1,1,0,0,1,0,7.0,0,0.0 -com.google.javascript.jscomp.CodeSizeEstimatePrinter,4,5,8,0,11,2,0,2,1,9.75,15,0.5357142857142857 -com.google.javascript.jscomp.SimpleFunctionAliasAnalysis,4,2,30,0,12,4,0,1,5,14.5,109,3.7586206896551726 -com.google.javascript.jscomp.CheckMissingGetCssName,6,6,37,1,14,5,0,4,4,14.833333333333334,76,2.303030303030303 +com.google.javascript.jscomp.PureFunctionIdentifier,9,8,297,1,27,13,0,7,37,15.444444444444445,652,1.5523809523809524 +com.google.javascript.jscomp.CallGraph,21,9,117,1,13,7,0,3,43,20.666666666666668,1378,6.530805687203792 +com.google.javascript.jscomp.LoggerErrorManager,2,2,18,0,6,3,0,0,3,9.5,45,2.8125 +com.google.javascript.jscomp.CheckAccessControls,24,20,251,2,23,14,0,5,19,19.041666666666668,488,2.076595744680851 +com.google.javascript.jscomp.NameAnalyzer,25,17,534,1,44,14,0,9,88,16.8,2034,3.1534883720930234 +com.google.javascript.jscomp.PerformanceTracker,9,10,106,0,61,6,0,1,7,15.11111111111111,70,0.43478260869565216 +com.google.javascript.jscomp.SimpleFunctionAliasAnalysis,4,2,30,0,8,4,0,1,5,14.5,109,3.7586206896551726 +com.google.javascript.jscomp.CheckMissingGetCssName,6,6,37,1,9,5,0,4,4,14.833333333333334,76,2.303030303030303 com.google.javascript.jscomp.ByPart,2,0,2,1,1,0,0,1,0,5.5,0,0.0 com.google.javascript.jscomp.ByWhole,2,0,2,1,1,0,0,1,0,5.5,0,0.0 com.google.javascript.jscomp.ErrorPass,1,2,3,1,1,0,0,0,1,7.0,8,2.0 -com.google.javascript.jscomp.SourceInformationAnnotator,2,2,20,0,18,4,0,0,1,10.0,70,3.0434782608695654 -com.google.javascript.jscomp.MoveFunctionDeclarations,3,2,22,2,12,3,0,1,1,8.666666666666666,66,3.142857142857143 -com.google.javascript.jscomp.StrictWarningsGuard,2,2,5,0,4,2,0,2,1,8.0,13,2.6 -com.google.javascript.jscomp.NameReferenceGraphConstruction,7,5,222,1,11,4,0,2,13,17.0,209,0.8326693227091634 -com.google.javascript.jscomp.Traversal,20,1,202,1,44,12,0,6,8,19.25,130,0.6280193236714976 -com.google.javascript.jscomp.NameUse,0,2,0,0,0,0,0,0,0,0,0,0.0 -com.google.javascript.jscomp.ExportTestFunctions,4,4,53,1,7,1,0,1,4,18.75,139,3.3095238095238093 -com.google.javascript.jscomp.ExportTestFunctionsNodes,2,0,25,0,22,9,0,2,1,13.0,31,1.1923076923076923 +com.google.javascript.jscomp.SourceInformationAnnotator,2,2,20,0,14,4,0,0,1,10.0,70,3.0434782608695654 +com.google.javascript.jscomp.MoveFunctionDeclarations,3,2,22,2,9,3,0,1,1,8.666666666666666,66,3.142857142857143 +com.google.javascript.jscomp.StrictWarningsGuard,2,2,5,0,3,2,0,2,1,8.0,13,2.6 +com.google.javascript.jscomp.NameReferenceGraphConstruction,7,5,222,1,8,4,0,2,13,17.0,209,0.8326693227091634 +com.google.javascript.jscomp.ExportTestFunctions,4,4,53,1,6,1,0,1,4,18.75,139,3.3095238095238093 com.google.javascript.jscomp.AstValidator,64,1,390,1,38,3,0,18,1,17.296875,18,0.04411764705882353 -com.google.javascript.jscomp.ChainCalls,1,6,45,1,9,1,0,0,4,7.0,39,0.6 -com.google.javascript.jscomp.GatherFunctions,4,0,17,1,7,2,0,1,1,9.5,7,0.875 -com.google.javascript.jscomp.GatherCallSites,1,0,23,0,42,14,0,12,1,5.0,19,0.4523809523809524 -com.google.javascript.jscomp.CallSite,0,5,0,0,0,0,0,0,1,0,6,1.2 -com.google.javascript.jscomp.InlineSimpleMethods,12,2,73,0,10,3,0,4,13,17.0,313,3.7710843373493974 -com.google.javascript.jscomp.InlineTrivialAccessors,1,0,24,0,26,8,0,2,1,5.0,20,0.7692307692307693 -com.google.javascript.jscomp.MaybeReachingVariableUse,9,2,73,0,46,9,0,7,7,15.555555555555555,349,4.204819277108434 -com.google.javascript.jscomp.ReachingUses,2,1,5,1,1,0,0,1,2,7.0,130,32.5 -com.google.javascript.jscomp.ReachingUsesJoinOp,1,0,2,1,4,1,0,1,1,5.0,37,9.25 -com.google.javascript.jscomp.PeepholeReplaceKnownMethods,17,2,297,0,78,18,0,13,17,19.352941176470587,195,0.4936708860759494 -com.google.javascript.jscomp.DevirtualizePrototypeMethods,13,2,141,2,36,11,0,12,10,16.923076923076923,398,2.689189189189189 -com.google.javascript.jscomp.TightenTypes,19,8,530,2,74,12,0,6,53,17.05263157894737,1102,2.010948905109489 -com.google.javascript.jscomp.ConcreteScope,13,3,31,1,8,2,0,3,8,11.153846153846153,98,3.161290322580645 -com.google.javascript.jscomp.ConcreteSlot,8,3,10,1,2,0,0,1,5,10.625,57,4.75 -com.google.javascript.jscomp.Assignment,0,2,2,0,0,0,0,0,1,0,12,3.0 -com.google.javascript.jscomp.VariableAssignAction,1,2,5,1,1,0,0,1,1,14.0,9,1.8 -com.google.javascript.jscomp.PropertyAssignAction,1,3,11,1,4,1,0,1,2,14.0,51,5.1 -com.google.javascript.jscomp.FunctionCallBuilder,4,5,2,0,5,1,0,2,3,11.25,39,2.6 -com.google.javascript.jscomp.ExternFunctionCall,1,3,3,1,1,0,0,1,1,14.0,35,8.75 -com.google.javascript.jscomp.FunctionCall,1,4,14,1,20,6,0,1,2,14.0,31,1.24 -com.google.javascript.jscomp.NativeCallFunctionCall,1,3,13,1,7,3,0,1,1,14.0,8,0.7272727272727273 -com.google.javascript.jscomp.CreateScope,11,2,227,0,87,24,0,4,5,19.454545454545453,78,0.4262295081967213 -com.google.javascript.jscomp.ConcreteJSTypePair,4,3,8,0,6,2,0,2,1,10.75,22,1.375 +com.google.javascript.jscomp.ChainCalls,1,6,45,1,8,1,0,0,4,7.0,39,0.6 +com.google.javascript.jscomp.InlineSimpleMethods,12,2,73,0,7,3,0,4,13,17.0,313,3.7710843373493974 +com.google.javascript.jscomp.MaybeReachingVariableUse,9,2,73,0,35,9,0,7,7,15.555555555555555,349,4.204819277108434 +com.google.javascript.jscomp.PeepholeReplaceKnownMethods,17,2,297,0,56,18,0,13,17,19.352941176470587,195,0.4936708860759494 +com.google.javascript.jscomp.DevirtualizePrototypeMethods,13,2,141,2,24,11,0,12,10,16.923076923076923,398,2.689189189189189 +com.google.javascript.jscomp.TightenTypes,19,8,530,2,60,12,0,6,53,17.05263157894737,1102,2.010948905109489 com.google.javascript.jscomp.CreateSyntheticBlocks,5,8,53,1,8,2,0,2,8,12.4,93,1.55 -com.google.javascript.jscomp.Marker,0,2,0,0,0,0,0,0,0,0,0,0.0 -com.google.javascript.jscomp.Callback,1,0,24,0,27,7,0,7,0,5.0,0,0.0 -com.google.javascript.jscomp.NodeTraversal,36,12,167,0,17,3,0,3,49,12.805555555555555,729,3.796875 -com.google.javascript.jscomp.AbstractPostOrderCallback,1,0,1,1,1,0,0,1,1,14.0,9,9.0 -com.google.javascript.jscomp.AbstractScopedCallback,3,0,3,1,1,0,0,1,1,11.0,10,10.0 -com.google.javascript.jscomp.AbstractShallowCallback,1,0,3,1,1,0,0,1,1,14.0,12,12.0 -com.google.javascript.jscomp.AbstractShallowStatementCallback,1,0,3,1,1,0,0,1,1,14.0,17,17.0 -com.google.javascript.jscomp.AbstractNodeTypePruningCallback,1,2,3,1,1,0,0,1,3,14.0,50,12.5 -com.google.javascript.jscomp.PhaseOptimizer,14,17,67,1,16,4,0,1,19,11.714285714285714,304,2.235294117647059 -com.google.javascript.jscomp.NamedPass,1,2,7,1,4,0,0,0,1,7.0,4,0.6666666666666666 -com.google.javascript.jscomp.Loop,5,2,30,1,43,10,0,2,4,12.2,49,0.8032786885245902 -com.google.javascript.jscomp.ProgressRange,0,2,0,0,0,0,0,0,0,0,0,0.0 -com.google.javascript.jscomp.CheckMissingReturn,8,5,45,1,13,4,0,5,6,14.125,130,2.888888888888889 -com.google.javascript.jscomp.CheckDebuggerStatement,2,2,6,1,3,1,0,0,1,6.0,40,8.0 +com.google.javascript.jscomp.NodeTraversal,36,12,167,0,15,3,0,3,49,12.805555555555555,729,3.796875 +com.google.javascript.jscomp.PhaseOptimizer,14,17,67,1,12,4,0,1,19,11.714285714285714,304,2.235294117647059 +com.google.javascript.jscomp.CheckMissingReturn,8,5,45,1,9,4,0,5,6,14.125,130,2.888888888888889 +com.google.javascript.jscomp.CheckDebuggerStatement,2,2,6,1,2,1,0,0,1,6.0,40,8.0 com.google.javascript.jscomp.InlineCostEstimator,2,2,11,0,2,0,0,1,5,7.0,71,4.733333333333333 -com.google.javascript.jscomp.CompiledSizeEstimator,7,4,7,0,5,1,0,1,2,9.857142857142858,37,3.0833333333333335 com.google.javascript.jscomp.IgnoreCajaProperties,1,2,33,1,1,0,0,0,1,7.0,77,5.133333333333334 -com.google.javascript.jscomp.Traversal,1,0,32,0,12,2,0,0,0,5.0,0,0.0 -com.google.javascript.jscomp.AnonymousFunctionNamingCallback,2,1,29,0,13,5,0,0,5,14.5,97,3.730769230769231 -com.google.javascript.jscomp.AliasStrings,9,11,86,1,29,8,0,3,17,18.444444444444443,451,3.608 -com.google.javascript.jscomp.StringOccurrence,0,2,0,0,0,0,0,0,1,0,12,6.0 -com.google.javascript.jscomp.StringInfo,2,9,19,0,26,6,0,2,3,19.5,160,4.848484848484849 -com.google.javascript.jscomp.DisambiguateProperties,10,7,350,1,23,5,0,1,47,17.0,1007,2.352803738317757 -com.google.javascript.jscomp.Warnings,0,1,1,0,0,0,0,0,0,0,0,0 -com.google.javascript.jscomp.Property,8,6,40,0,20,7,0,2,14,11.875,264,4.47457627118644 -com.google.javascript.jscomp.AbstractScopingCallback,4,1,11,1,5,1,0,1,2,10.25,18,2.25 -com.google.javascript.jscomp.FindExternProperties,1,0,15,0,11,3,0,0,1,5.0,23,2.090909090909091 -com.google.javascript.jscomp.FindRenameableProperties,5,0,64,0,20,7,0,4,4,13.4,85,1.2686567164179106 -com.google.javascript.jscomp.JSTypeSystem,13,2,104,1,34,11,0,5,1,18.46153846153846,5,0.043859649122807015 -com.google.javascript.jscomp.ConcreteTypeSystem,14,5,70,1,19,7,0,5,2,17.5,38,0.5135135135135135 +com.google.javascript.jscomp.AnonymousFunctionNamingCallback,2,1,29,0,9,5,0,0,5,14.5,97,3.730769230769231 +com.google.javascript.jscomp.AliasStrings,9,11,86,1,20,8,0,3,17,18.444444444444443,451,3.608 +com.google.javascript.jscomp.DisambiguateProperties,10,7,350,1,15,5,0,1,47,17.0,1007,2.352803738317757 com.google.javascript.jscomp.CollapseAnonymousFunctions,1,1,39,1,1,0,0,0,1,7.0,42,1.2727272727272727 -com.google.javascript.jscomp.Callback,3,0,35,0,17,4,0,3,0,12.0,0,0.0 -com.google.javascript.jscomp.WhitelistWarningsGuard,11,3,76,0,12,3,1,2,17,15.363636363636363,326,4.465753424657534 -com.google.javascript.jscomp.WhitelistBuilder,7,4,34,1,20,6,1,1,6,13.0,65,2.1666666666666665 -com.google.javascript.jscomp.AstParallelizer,6,7,43,0,18,3,0,4,6,16.666666666666668,250,4.716981132075472 -com.google.javascript.jscomp.DetachPoint,1,3,10,0,9,2,0,0,1,8.0,62,5.166666666666667 -com.google.javascript.jscomp.DefinitionsRemover,2,0,77,0,24,8,0,8,18,14.5,245,2.355769230769231 -com.google.javascript.jscomp.Definition,5,1,5,0,5,1,0,1,5,9.0,108,15.428571428571429 -com.google.javascript.jscomp.IncompleteDefinition,2,2,9,0,1,0,0,1,1,9.0,12,2.0 -com.google.javascript.jscomp.UnknownDefinition,1,0,1,0,1,0,0,0,1,13.0,4,2.0 -com.google.javascript.jscomp.ExternalNameOnlyDefinition,1,0,1,0,1,0,0,0,1,13.0,12,6.0 -com.google.javascript.jscomp.FunctionArgumentDefinition,1,0,5,0,1,0,0,0,1,13.0,11,2.75 -com.google.javascript.jscomp.FunctionDefinition,2,1,5,0,1,0,0,1,1,9.0,7,1.4 -com.google.javascript.jscomp.NamedFunctionDefinition,1,0,2,0,1,0,0,0,1,13.0,12,6.0 -com.google.javascript.jscomp.FunctionExpressionDefinition,1,0,6,0,1,0,0,0,1,13.0,19,6.333333333333333 -com.google.javascript.jscomp.AssignmentDefinition,3,1,11,0,2,0,0,1,1,10.333333333333334,6,0.8571428571428571 -com.google.javascript.jscomp.ObjectLiteralPropertyDefinition,3,3,9,0,3,0,0,1,1,10.333333333333334,12,1.3333333333333333 -com.google.javascript.jscomp.VarDefinition,3,1,19,0,3,0,0,1,1,10.333333333333334,7,0.7777777777777778 -com.google.javascript.jscomp.OptimizeArgumentsArray,7,7,61,2,35,10,0,4,5,10.571428571428571,127,1.8405797101449275 -com.google.javascript.jscomp.VariableNameGenerator,1,2,3,0,3,1,0,1,1,14.0,14,2.8 -com.google.javascript.jscomp.LinkedFlowScope,17,7,118,1,29,10,0,8,14,13.176470588235293,254,1.6282051282051282 -com.google.javascript.jscomp.FlowScopeJoinOp,1,0,4,0,6,1,0,2,1,5.0,4,0.6666666666666666 -com.google.javascript.jscomp.LinkedFlowSlot,0,1,0,0,0,0,0,0,1,0,11,5.5 -com.google.javascript.jscomp.FlatFlowScopeCache,1,4,36,0,5,1,0,2,2,7.0,27,0.7714285714285715 -com.google.javascript.jscomp.ConstCheck,4,3,36,1,29,8,0,1,4,8.25,46,1.3142857142857143 -com.google.javascript.jscomp.BasicErrorManager,11,4,24,1,8,3,0,1,4,11.272727272727273,127,1.9242424242424243 -com.google.javascript.jscomp.LeveledJSErrorComparator,1,2,6,1,40,13,0,13,1,7.0,45,1.125 -com.google.javascript.jscomp.ErrorWithLevel,0,2,0,0,0,0,0,0,0,0,0,0.0 -com.google.javascript.jscomp.DeadAssignmentsElimination,10,3,139,2,61,16,0,11,5,18.1,285,1.6964285714285714 -com.google.javascript.jscomp.Scope,26,7,85,2,9,2,0,3,52,11.692307692307692,802,6.739495798319328 -com.google.javascript.jscomp.Var,30,9,40,2,4,1,0,2,31,11.066666666666666,371,8.244444444444444 -com.google.javascript.jscomp.Arguments,2,0,5,0,4,1,0,2,1,7.0,13,2.1666666666666665 +com.google.javascript.jscomp.WhitelistWarningsGuard,11,3,76,0,9,3,1,2,17,15.363636363636363,326,4.465753424657534 +com.google.javascript.jscomp.AstParallelizer,6,7,43,0,13,3,0,4,6,16.666666666666668,250,4.716981132075472 +com.google.javascript.jscomp.DefinitionsRemover,2,0,77,0,16,8,0,8,18,14.5,245,2.355769230769231 +com.google.javascript.jscomp.OptimizeArgumentsArray,7,7,61,2,24,10,0,4,5,10.571428571428571,127,1.8405797101449275 +com.google.javascript.jscomp.VariableNameGenerator,1,2,3,0,2,1,0,1,1,14.0,14,2.8 +com.google.javascript.jscomp.LinkedFlowScope,17,7,118,1,19,10,0,8,14,13.176470588235293,254,1.6282051282051282 +com.google.javascript.jscomp.ConstCheck,4,3,36,1,17,8,0,1,4,8.25,46,1.3142857142857143 +com.google.javascript.jscomp.BasicErrorManager,11,4,24,1,5,3,0,1,4,11.272727272727273,127,1.9242424242424243 +com.google.javascript.jscomp.DeadAssignmentsElimination,10,3,139,2,42,16,0,11,5,18.1,285,1.6964285714285714 +com.google.javascript.jscomp.Scope,26,7,85,2,6,2,0,3,52,11.692307692307692,802,6.739495798319328 com.google.javascript.jscomp.PassFactory,4,2,0,0,1,0,0,1,6,10.0,119,23.8 -com.google.javascript.jscomp.Denormalize,4,1,41,2,33,9,0,4,2,14.0,77,1.7906976744186047 -com.google.javascript.jscomp.StripConstantAnnotations,2,1,8,1,3,1,0,0,0,6.0,0,0.0 -com.google.javascript.jscomp.ReferenceCollectingCallback,11,6,151,3,13,4,0,3,41,10.818181818181818,700,3.910614525139665 -com.google.javascript.jscomp.ReferenceMapWrapper,1,1,2,1,1,0,0,1,0,13.0,0,0.0 -com.google.javascript.jscomp.ReferenceCollection,12,1,44,1,13,4,0,4,10,20.333333333333332,243,2.9634146341463414 -com.google.javascript.jscomp.Reference,19,6,51,1,4,1,0,2,5,14.526315789473685,62,2.2142857142857144 -com.google.javascript.jscomp.BasicBlock,3,4,9,0,12,4,0,4,7,16.333333333333332,130,5.909090909090909 -com.google.javascript.jscomp.NameAnonymousFunctionsMapped,2,9,22,1,5,1,0,1,3,10.5,125,4.62962962962963 -com.google.javascript.jscomp.MappedFunctionNamer,4,1,14,1,10,3,0,2,1,13.25,44,2.588235294117647 -com.google.javascript.jscomp.JsMessageVisitor,24,26,230,1,60,13,1,7,27,21.708333333333332,1017,3.619217081850534 -com.google.javascript.jscomp.MalformedException,1,2,0,0,1,0,0,1,0,7.0,0,0.0 -com.google.javascript.jscomp.MessageLocation,0,2,0,0,0,0,0,0,0,0,0,0.0 -com.google.javascript.jscomp.OptimizeParameters,17,2,135,2,26,8,0,8,13,19.058823529411764,278,1.4404145077720207 -com.google.javascript.jscomp.Parameter,7,4,7,0,1,0,0,1,1,14.428571428571429,15,1.6666666666666667 -com.google.javascript.jscomp.CodeConsumer,34,3,67,0,25,8,0,1,11,12.205882352941176,252,2.5714285714285716 -com.google.javascript.jscomp.TypedScopeCreator,8,17,749,1,26,5,0,2,48,18.5,1509,2.1965065502183405 -com.google.javascript.jscomp.DeferredSetType,1,2,5,0,1,0,0,0,1,7.0,22,3.6666666666666665 -com.google.javascript.jscomp.DiscoverEnumsAndTypedefs,2,1,22,0,11,4,0,0,0,10.5,0,0.0 -com.google.javascript.jscomp.AbstractScopeBuilder,32,7,518,1,46,20,0,9,31,19.0625,1164,2.503225806451613 -com.google.javascript.jscomp.CollectProperties,2,1,23,0,7,2,0,1,1,11.5,15,1.0 -com.google.javascript.jscomp.StubDeclaration,0,3,0,0,0,0,0,0,1,0,7,2.3333333333333335 -com.google.javascript.jscomp.GlobalScopeBuilder,3,0,20,0,14,4,0,2,3,15.0,66,2.869565217391304 -com.google.javascript.jscomp.LocalScopeBuilder,4,0,51,0,24,11,0,2,6,11.5,79,1.5490196078431373 -com.google.javascript.jscomp.FirstOrderFunctionAnalyzer,3,2,44,1,26,10,0,2,1,7.333333333333333,22,0.6111111111111112 -com.google.javascript.jscomp.RenameVars,10,21,114,1,30,8,0,3,26,16.0,386,2.120879120879121 -com.google.javascript.jscomp.Assignment,1,4,1,0,2,0,0,0,1,10.0,4,0.6666666666666666 -com.google.javascript.jscomp.ProcessVars,4,1,40,1,40,12,0,6,1,8.0,134,2.4814814814814814 -com.google.javascript.jscomp.ProcessTweaks,6,13,141,1,15,4,0,1,13,23.5,296,1.783132530120482 -com.google.javascript.jscomp.CollectTweaksResult,0,2,0,0,0,0,0,0,0,0,0,0.0 -com.google.javascript.jscomp.CollectTweaks,1,2,41,0,44,10,0,4,1,5.0,7,0.1590909090909091 -com.google.javascript.jscomp.TweakFunctionCall,1,4,2,0,1,0,0,1,1,9.0,10,1.6666666666666667 -com.google.javascript.jscomp.TweakInfo,8,4,25,0,12,5,0,3,4,17.75,72,2.0 -com.google.javascript.jscomp.FunctionInjector,18,9,164,0,30,10,0,6,33,20.666666666666668,778,3.26890756302521 -com.google.javascript.jscomp.Reference,0,3,0,0,0,0,0,0,1,0,11,3.6666666666666665 -com.google.javascript.jscomp.ControlFlowGraph,6,2,18,0,11,1,0,7,16,18.166666666666668,309,12.875 -com.google.javascript.jscomp.AbstractCfgNodeTraversalCallback,1,0,2,1,4,1,0,2,1,14.0,53,13.25 -com.google.javascript.jscomp.ExpandJqueryAliases,10,9,275,1,53,15,0,4,6,21.7,184,0.8518518518518519 -com.google.javascript.jscomp.FindCallbackArgumentReferences,4,5,28,1,11,5,0,1,2,8.5,43,1.2285714285714286 -com.google.javascript.jscomp.ProcessClosurePrimitives,21,23,422,1,53,16,0,5,30,20.19047619047619,559,1.3309523809523809 -com.google.javascript.jscomp.ProvidedName,13,8,94,0,39,7,0,2,10,16.923076923076923,168,1.6470588235294117 -com.google.javascript.jscomp.UnrecognizedRequire,0,3,0,0,0,0,0,0,1,0,8,2.6666666666666665 -com.google.javascript.jscomp.CheckGlobalThis,4,3,41,1,30,11,0,6,4,13.75,222,4.269230769230769 +com.google.javascript.jscomp.Denormalize,4,1,41,2,23,9,0,4,2,14.0,77,1.7906976744186047 +com.google.javascript.jscomp.ReferenceCollectingCallback,11,6,151,3,8,4,0,3,41,10.818181818181818,700,3.910614525139665 +com.google.javascript.jscomp.NameAnonymousFunctionsMapped,2,9,22,1,4,1,0,1,3,10.5,125,4.62962962962963 +com.google.javascript.jscomp.JsMessageVisitor,24,26,230,1,46,13,1,7,27,21.708333333333332,1017,3.619217081850534 +com.google.javascript.jscomp.OptimizeParameters,17,2,135,2,18,8,0,8,13,19.058823529411764,278,1.4404145077720207 +com.google.javascript.jscomp.CodeConsumer,34,3,67,0,15,8,0,1,11,12.205882352941176,252,2.5714285714285716 +com.google.javascript.jscomp.TypedScopeCreator,8,17,749,1,20,5,0,2,48,18.5,1509,2.1965065502183405 +com.google.javascript.jscomp.RenameVars,10,21,114,1,23,8,0,3,26,16.0,386,2.120879120879121 +com.google.javascript.jscomp.ProcessTweaks,6,13,141,1,9,4,0,1,13,23.5,296,1.783132530120482 +com.google.javascript.jscomp.FunctionInjector,18,9,164,0,25,10,0,6,33,20.666666666666668,778,3.26890756302521 +com.google.javascript.jscomp.ControlFlowGraph,6,2,18,0,9,1,0,7,16,18.166666666666668,309,12.875 +com.google.javascript.jscomp.ExpandJqueryAliases,10,9,275,1,36,15,0,4,6,21.7,184,0.8518518518518519 +com.google.javascript.jscomp.ProcessClosurePrimitives,21,23,422,1,36,16,0,5,30,20.19047619047619,559,1.3309523809523809 +com.google.javascript.jscomp.CheckGlobalThis,4,3,41,1,18,11,0,6,4,13.75,222,4.269230769230769 com.google.javascript.jscomp.WarningsGuard,4,0,1,1,1,0,0,1,5,7.75,292,58.4 -com.google.javascript.jscomp.FlowSensitiveInlineVariables,6,7,139,2,23,5,0,2,9,9.0,310,1.901840490797546 -com.google.javascript.jscomp.GatherCandiates,1,0,19,0,18,6,0,4,1,5.0,45,2.5 -com.google.javascript.jscomp.Candidate,5,6,71,0,50,15,0,17,4,14.0,45,0.5232558139534884 +com.google.javascript.jscomp.FlowSensitiveInlineVariables,6,7,139,2,18,5,0,2,9,9.0,310,1.901840490797546 com.google.javascript.jscomp.NameAnonymousFunctions,1,5,11,1,2,0,0,0,3,7.0,100,9.090909090909092 -com.google.javascript.jscomp.AnonymousFunctionNamer,4,1,9,1,4,0,0,1,2,16.0,60,7.5 com.google.javascript.jscomp.SimpleRegion,3,3,3,1,1,0,0,1,1,19.0,2,0.3333333333333333 -com.google.javascript.jscomp.CheckGlobalNames,9,9,85,1,25,9,0,6,5,18.22222222222222,113,1.2696629213483146 -com.google.javascript.jscomp.InvocationsCallback,2,0,9,0,10,3,0,3,2,5.0,56,5.6 +com.google.javascript.jscomp.CheckGlobalNames,9,9,85,1,16,9,0,6,5,18.22222222222222,113,1.2696629213483146 +com.google.javascript.jscomp.InvocationsCallback,2,0,9,0,7,3,0,3,2,5.0,56,5.6 com.google.javascript.jscomp.AbstractMessageFormatter,5,3,8,1,4,1,0,3,2,12.4,20,1.5384615384615385 -com.google.javascript.jscomp.ExtractPrototypeMemberDeclarations,4,3,75,1,14,4,0,0,9,16.75,367,5.097222222222222 -com.google.javascript.jscomp.GatherExtractionInfo,2,2,10,0,13,4,0,1,2,9.0,30,2.142857142857143 -com.google.javascript.jscomp.ExtractionInstance,1,3,8,0,1,0,0,1,1,11.0,20,1.4285714285714286 -com.google.javascript.jscomp.PrototypeMemberDeclaration,2,4,7,0,4,1,0,2,2,14.5,28,3.111111111111111 +com.google.javascript.jscomp.ExtractPrototypeMemberDeclarations,4,3,75,1,10,4,0,0,9,16.75,367,5.097222222222222 com.google.javascript.jscomp.Result,0,13,0,0,0,0,0,0,1,0,2,0.14285714285714285 -com.google.javascript.jscomp.CodeGenerator,32,8,515,0,409,50,1,4,16,15.0625,291,0.42419825072886297 -com.google.javascript.jscomp.ReplaceStrings,17,12,133,1,26,7,0,3,17,15.411764705882353,447,3.0408163265306123 -com.google.javascript.jscomp.Config,0,3,0,0,0,0,0,0,1,0,11,5.5 -com.google.javascript.jscomp.Result,1,3,5,0,1,0,0,0,1,11.0,5,1.6666666666666667 -com.google.javascript.jscomp.Location,0,3,0,0,0,0,0,0,1,0,8,2.6666666666666665 +com.google.javascript.jscomp.CodeGenerator,32,8,515,0,335,50,1,4,16,15.0625,291,0.42419825072886297 +com.google.javascript.jscomp.ReplaceStrings,17,12,133,1,24,7,0,3,17,15.411764705882353,447,3.0408163265306123 com.google.javascript.jscomp.ShowByPathWarningsGuard,2,2,8,0,1,0,0,1,2,8.0,33,2.75 -com.google.javascript.jscomp.CollapseProperties,22,8,291,1,42,11,0,2,23,26.227272727272727,1339,4.433774834437086 -com.google.javascript.jscomp.FunctionArgumentInjector,11,1,129,0,32,8,0,3,14,21.727272727272727,552,3.3865030674846626 -com.google.javascript.jscomp.ReferencedAfterSideEffect,6,5,26,2,21,8,0,2,3,9.666666666666666,161,3.3541666666666665 -com.google.javascript.jscomp.TypeInference,49,9,557,0,69,15,0,3,21,18.897959183673468,658,1.1443478260869566 -com.google.javascript.jscomp.TemplateTypeReplacer,1,3,3,0,2,1,0,1,0,16.0,0,0.0 -com.google.javascript.jscomp.BooleanOutcomePair,2,5,2,0,8,2,0,2,3,18.5,65,3.823529411764706 -com.google.javascript.jscomp.RemoveUnusedPrototypeProperties,4,5,18,1,22,7,0,3,4,20.0,87,1.851063829787234 -com.google.javascript.jscomp.RecordFunctionInformation,4,4,41,1,10,3,0,2,5,9.5,105,3.5 -com.google.javascript.jscomp.LightweightMessageFormatter,4,2,52,0,27,8,0,1,3,10.75,56,0.8235294117647058 -com.google.javascript.jscomp.LineNumberingFormatter,2,0,27,1,31,6,0,4,1,11.0,27,0.84375 -com.google.javascript.jscomp.RemoveUnusedNames,2,3,14,1,9,3,0,0,3,14.5,37,2.8461538461538463 +com.google.javascript.jscomp.CollapseProperties,22,8,291,1,30,11,0,2,23,26.227272727272727,1339,4.433774834437086 +com.google.javascript.jscomp.FunctionArgumentInjector,11,1,129,0,24,8,0,3,14,21.727272727272727,552,3.3865030674846626 +com.google.javascript.jscomp.TypeInference,49,9,557,0,65,15,0,3,21,18.897959183673468,658,1.1443478260869566 +com.google.javascript.jscomp.RemoveUnusedPrototypeProperties,4,5,18,1,14,7,0,3,4,20.0,87,1.851063829787234 +com.google.javascript.jscomp.RecordFunctionInformation,4,4,41,1,7,3,0,2,5,9.5,105,3.5 +com.google.javascript.jscomp.LightweightMessageFormatter,4,2,52,0,20,8,0,1,3,10.75,56,0.8235294117647058 +com.google.javascript.jscomp.RemoveUnusedNames,2,3,14,1,6,3,0,0,3,14.5,37,2.8461538461538463 com.google.javascript.jscomp.CodingConventions,1,0,65,0,1,0,0,1,4,10.0,81,0.9310344827586207 -com.google.javascript.jscomp.Proxy,33,1,66,1,1,0,0,1,1,21.151515151515152,56,1.6470588235294117 -com.google.javascript.jscomp.DefaultCodingConvention,34,1,64,1,20,7,0,5,1,20.764705882352942,13,0.25 -com.google.javascript.jscomp.GlobalVarReferenceMap,7,2,71,1,14,3,0,2,9,21.428571428571427,268,3.268292682926829 -com.google.javascript.jscomp.SourceRefRange,2,3,6,0,1,0,0,1,2,9.5,20,4.0 -com.google.javascript.jscomp.GlobalVarRefCleanupPass,2,1,5,1,3,1,0,0,1,10.0,30,7.5 +com.google.javascript.jscomp.GlobalVarReferenceMap,7,2,71,1,11,3,0,2,9,21.428571428571427,268,3.268292682926829 com.google.javascript.jscomp.InlineObjectLiterals,1,3,174,1,1,0,0,0,10,7.0,233,1.5533333333333332 -com.google.javascript.jscomp.InliningBehavior,9,1,173,1,44,14,0,8,9,18.666666666666668,197,1.3401360544217686 -com.google.javascript.jscomp.FunctionToBlockMutator,14,2,131,0,23,6,0,2,15,21.142857142857142,380,2.900763358778626 -com.google.javascript.jscomp.LabelNameSupplier,1,1,2,1,1,0,0,1,0,3.0,0,0.0 -com.google.javascript.jscomp.Normalize,5,5,257,1,13,3,0,1,20,21.0,673,2.539622641509434 -com.google.javascript.jscomp.FindExposeAnnotations,2,1,16,0,8,3,0,1,1,9.5,5,0.5555555555555556 -com.google.javascript.jscomp.RewriteExposedProperties,1,1,16,0,12,4,0,0,1,5.0,6,0.46153846153846156 -com.google.javascript.jscomp.PropagateConstantAnnotationsOverVars,2,2,18,1,14,5,0,1,1,6.0,7,0.4117647058823529 -com.google.javascript.jscomp.VerifyConstants,2,3,28,1,30,8,0,1,1,6.0,12,0.34285714285714286 -com.google.javascript.jscomp.NormalizeStatements,12,2,118,1,25,7,0,2,10,18.916666666666668,306,2.5081967213114753 -com.google.javascript.jscomp.DuplicateDeclarationHandler,2,1,48,1,23,7,0,1,3,19.5,161,3.926829268292683 -com.google.javascript.jscomp.ScopeTicklingCallback,4,0,5,1,1,0,0,1,1,9.5,9,4.5 -com.google.javascript.jscomp.JSError,16,8,38,0,25,9,0,9,21,8.0,372,6.526315789473684 -com.google.javascript.jscomp.AliasKeywords,9,11,100,1,8,3,0,3,30,17.77777777777778,673,7.236559139784946 -com.google.javascript.jscomp.FindAliasableNodes,3,0,11,0,6,2,0,0,3,12.0,36,3.6 -com.google.javascript.jscomp.AliasSpecification,8,4,14,0,6,2,0,2,9,16.75,190,11.176470588235293 -com.google.javascript.jscomp.ThrowAliasSpecification,3,0,12,0,2,0,0,1,1,20.0,7,1.4 -com.google.javascript.jscomp.KeywordAliasSpecification,3,0,13,0,3,0,0,1,1,20.0,9,1.5 -com.google.javascript.jscomp.VoidKeywordAliasSpecification,4,0,18,0,3,1,0,1,1,16.25,9,1.0 -com.google.javascript.jscomp.NodeUtil,156,13,882,0,61,17,0,42,141,16.80128205128205,3133,3.0745829244357212 -com.google.javascript.jscomp.NumbericResultPredicate,1,0,2,1,1,0,0,1,0,5.0,0,0.0 -com.google.javascript.jscomp.BooleanResultPredicate,1,0,2,1,1,0,0,1,0,5.0,0,0.0 -com.google.javascript.jscomp.MayBeStringResultPredicate,1,0,2,1,1,0,0,1,0,5.0,0,0.0 -com.google.javascript.jscomp.VarCollector,1,1,8,1,7,3,0,0,0,5.0,0,0.0 -com.google.javascript.jscomp.MatchNameNode,1,1,4,1,1,0,0,1,1,5.0,10,5.0 -com.google.javascript.jscomp.MatchNodeType,1,1,2,1,1,0,0,1,1,5.0,9,4.5 -com.google.javascript.jscomp.MatchDeclaration,1,0,3,1,1,0,0,1,1,5.0,8,8.0 -com.google.javascript.jscomp.MatchNotFunction,1,0,2,1,1,0,0,1,1,5.0,8,8.0 -com.google.javascript.jscomp.MatchShallowStatement,1,0,6,1,1,0,0,1,1,5.0,10,10.0 -com.google.javascript.jscomp.SourceMap,8,3,42,0,17,5,1,3,4,12.75,49,1.1951219512195121 -com.google.javascript.jscomp.LocationMapping,0,2,0,0,0,0,0,0,0,0,0,0.0 -com.google.javascript.jscomp.InlineProperties,5,4,119,1,12,4,0,3,5,15.4,125,1.1904761904761905 -com.google.javascript.jscomp.PropertyInfo,0,2,0,0,0,0,0,0,0,0,0,0.0 -com.google.javascript.jscomp.GatherCandidates,6,0,49,0,29,8,0,2,1,19.833333333333332,11,0.20754716981132076 -com.google.javascript.jscomp.ReplaceCandidates,2,0,21,0,9,3,0,2,0,9.5,0,0.0 -com.google.javascript.jscomp.CompilerOptions,209,167,267,2,15,4,1,1,221,21.406698564593302,2694,6.6683168316831685 -com.google.javascript.jscomp.NullAliasTransformationHandler,1,2,2,2,2,0,0,1,0,22.0,0,0.0 -com.google.javascript.jscomp.NullAliasTransformation,1,1,1,2,0,0,0,0,0,8.0,0,0 -com.google.javascript.jscomp.ReorderConstantExpression,1,0,17,0,11,3,0,1,1,15.0,31,2.8181818181818183 -com.google.javascript.jscomp.GoogleJsMessageIdGenerator,1,1,15,1,9,3,0,1,6,10.0,186,2.0 -com.google.javascript.jscomp.FP,3,0,4,0,73,1,0,1,3,9.333333333333334,33,0.4177215189873418 -com.google.javascript.jscomp.MessageId,1,0,3,0,4,2,0,1,1,10.0,49,12.25 -com.google.javascript.jscomp.GenerateExports,3,4,58,1,30,8,0,1,3,10.0,55,1.4102564102564104 -com.google.javascript.jscomp.GoogleCodingConvention,7,4,27,0,10,3,0,3,8,13.285714285714286,212,10.095238095238095 -com.google.javascript.jscomp.AliasExternals,16,15,205,1,29,10,0,3,36,15.6875,1005,5.87719298245614 -com.google.javascript.jscomp.GetAliasableNames,1,1,12,0,4,1,0,0,1,5.0,7,1.4 -com.google.javascript.jscomp.PropertyGatherer,3,0,29,0,10,3,0,1,3,15.666666666666666,139,11.583333333333334 -com.google.javascript.jscomp.GetGlobals,2,0,20,0,7,4,0,0,1,9.0,7,0.5 -com.google.javascript.jscomp.GlobalGatherer,1,0,20,0,16,5,0,1,1,5.0,17,1.0625 -com.google.javascript.jscomp.Symbol,2,9,7,0,4,2,0,0,1,13.5,7,0.7 -com.google.javascript.jscomp.CheckSuspiciousCode,5,2,30,0,8,1,0,0,1,12.2,32,1.6 -com.google.javascript.jscomp.PeepholeRemoveDeadCode,28,0,377,0,66,15,0,12,27,16.75,448,1.0666666666666667 -com.google.javascript.jscomp.InstrumentFunctions,1,10,98,1,18,4,0,1,7,7.0,376,3.547169811320755 -com.google.javascript.jscomp.RemoveCallback,1,1,8,0,8,3,0,0,1,5.0,44,4.888888888888889 -com.google.javascript.jscomp.InstrumentReturns,5,1,26,1,8,2,0,2,4,13.0,117,4.875 -com.google.javascript.jscomp.InstrumentCallback,1,0,33,0,31,8,0,2,0,5.0,0,0.0 -com.google.javascript.jscomp.MakeDeclaredNamesUnique,7,3,146,1,19,4,0,2,22,14.285714285714286,342,1.976878612716763 -com.google.javascript.jscomp.ContextualRenameInverter,12,4,55,2,11,3,0,2,6,13.416666666666666,78,1.4444444444444444 -com.google.javascript.jscomp.ContextualRenamer,7,4,15,1,12,4,0,1,5,15.428571428571429,89,4.045454545454546 -com.google.javascript.jscomp.InlineRenamer,5,4,18,1,7,2,0,2,1,15.8,31,1.7222222222222223 -com.google.javascript.jscomp.BoilerplateRenamer,1,2,1,0,1,0,0,1,1,13.0,14,4.666666666666667 -com.google.javascript.jscomp.WhitelistedRenamer,4,2,10,1,3,1,0,1,1,16.5,10,1.25 -com.google.javascript.jscomp.ReplaceIdGenerators,6,10,132,1,30,6,0,4,2,17.666666666666668,27,0.17088607594936708 -com.google.javascript.jscomp.ObfuscatedNameSuppier,2,3,6,1,4,1,0,1,0,12.0,0,0.0 -com.google.javascript.jscomp.PseudoNameSuppier,2,2,2,1,4,1,0,2,0,12.0,0,0.0 -com.google.javascript.jscomp.StableNameSupplier,2,0,4,1,1,0,0,1,0,12.0,0,0.0 -com.google.javascript.jscomp.GatherGenerators,1,0,32,0,31,12,0,3,0,5.0,0,0.0 -com.google.javascript.jscomp.ReplaceGenerators,1,0,31,0,33,9,0,5,0,5.0,0,0.0 -com.google.javascript.jscomp.CommandLineRunner,10,3,158,0,41,7,2,2,8,15.1,381,2.281437125748503 -com.google.javascript.jscomp.Flags,1,54,31,0,3,0,0,1,1,10.0,138,4.3125 -com.google.javascript.jscomp.BooleanOptionHandler,2,2,12,0,18,3,1,3,0,18.0,0,0.0 -com.google.javascript.jscomp.WarningGuardErrorOptionHandler,0,0,0,0,0,0,0,0,0,0,0,0.0 -com.google.javascript.jscomp.WarningGuardWarningOptionHandler,0,0,0,0,0,0,0,0,0,0,0,0.0 -com.google.javascript.jscomp.WarningGuardOffOptionHandler,0,0,0,0,0,0,0,0,0,0,0,0.0 -com.google.javascript.jscomp.WarningGuardSetter,3,2,7,1,2,0,1,1,0,9.333333333333334,0,0.0 -com.google.javascript.jscomp.ExternExportsPass,6,10,163,1,16,5,0,3,21,14.333333333333334,329,2.1933333333333334 -com.google.javascript.jscomp.Export,11,2,92,0,16,4,0,5,8,19.272727272727273,249,3.1125 -com.google.javascript.jscomp.SymbolExport,1,0,2,0,1,0,0,1,1,15.0,3,0.6 -com.google.javascript.jscomp.PropertyExport,1,1,12,0,9,3,0,2,1,15.0,3,0.2727272727272727 -com.google.javascript.jscomp.SyntacticScopeCreator,6,7,90,1,28,5,0,5,8,15.666666666666666,127,1.4269662921348314 -com.google.javascript.jscomp.DefaultRedeclarationHandler,1,0,17,1,11,5,0,1,1,15.0,6,0.5454545454545454 -com.google.javascript.jscomp.ExploitAssigns,6,0,63,0,39,7,0,8,6,16.833333333333332,206,2.575 -com.google.javascript.jscomp.ClosureCodingConvention,24,4,135,0,28,9,0,7,11,21.125,193,1.3310344827586207 -com.google.javascript.jscomp.AssertInstanceofSpec,1,0,9,0,8,3,0,2,2,15.0,40,4.444444444444445 +com.google.javascript.jscomp.FunctionToBlockMutator,14,2,131,0,15,6,0,2,15,21.142857142857142,380,2.900763358778626 +com.google.javascript.jscomp.Normalize,5,5,257,1,10,3,0,1,20,21.0,673,2.539622641509434 +com.google.javascript.jscomp.JSError,16,8,38,0,17,9,0,9,21,8.0,372,6.526315789473684 +com.google.javascript.jscomp.AliasKeywords,9,11,100,1,6,3,0,3,30,17.77777777777778,673,7.236559139784946 +com.google.javascript.jscomp.NodeUtil,156,13,882,0,43,17,0,42,141,16.80128205128205,3133,3.0745829244357212 +com.google.javascript.jscomp.SourceMap,8,3,42,0,12,5,1,3,4,12.75,49,1.1951219512195121 +com.google.javascript.jscomp.InlineProperties,5,4,119,1,8,4,0,3,5,15.4,125,1.1904761904761905 +com.google.javascript.jscomp.CompilerOptions,209,167,267,2,11,4,1,1,221,21.406698564593302,2694,6.6683168316831685 +com.google.javascript.jscomp.ReorderConstantExpression,1,0,17,0,8,3,0,1,1,15.0,31,2.8181818181818183 +com.google.javascript.jscomp.GoogleJsMessageIdGenerator,1,1,15,1,6,3,0,1,6,10.0,186,2.0 +com.google.javascript.jscomp.GenerateExports,3,4,58,1,20,8,0,1,3,10.0,55,1.4102564102564104 +com.google.javascript.jscomp.GoogleCodingConvention,7,4,27,0,7,3,0,3,8,13.285714285714286,212,10.095238095238095 +com.google.javascript.jscomp.AliasExternals,16,15,205,1,19,10,0,3,36,15.6875,1005,5.87719298245614 +com.google.javascript.jscomp.CheckSuspiciousCode,5,2,30,0,7,1,0,0,1,12.2,32,1.6 +com.google.javascript.jscomp.PeepholeRemoveDeadCode,28,0,377,0,50,15,0,12,27,16.75,448,1.0666666666666667 +com.google.javascript.jscomp.InstrumentFunctions,1,10,98,1,13,4,0,1,7,7.0,376,3.547169811320755 +com.google.javascript.jscomp.MakeDeclaredNamesUnique,7,3,146,1,14,4,0,2,22,14.285714285714286,342,1.976878612716763 +com.google.javascript.jscomp.ReplaceIdGenerators,6,10,132,1,21,6,0,4,2,17.666666666666668,27,0.17088607594936708 +com.google.javascript.jscomp.CommandLineRunner,10,3,158,0,32,7,2,2,8,15.1,381,2.281437125748503 +com.google.javascript.jscomp.ExternExportsPass,6,10,163,1,11,5,0,3,21,14.333333333333334,329,2.1933333333333334 +com.google.javascript.jscomp.SyntacticScopeCreator,6,7,90,1,23,5,0,5,8,15.666666666666666,127,1.4269662921348314 +com.google.javascript.jscomp.ExploitAssigns,6,0,63,0,31,7,0,8,6,16.833333333333332,206,2.575 +com.google.javascript.jscomp.ClosureCodingConvention,24,4,135,0,19,9,0,7,11,21.125,193,1.3310344827586207 com.google.javascript.jscomp.DependencyOptions,9,5,7,1,3,0,0,1,6,18.22222222222222,350,25.0 -com.google.javascript.jscomp.TypeValidator,33,17,246,0,30,10,0,5,27,17.424242424242426,1079,5.042056074766355 -com.google.javascript.jscomp.TypeMismatch,3,3,8,0,4,1,0,2,2,7.333333333333333,55,6.111111111111111 -com.google.javascript.jscomp.SimpleDefinitionFinder,13,4,138,2,20,7,0,5,10,17.846153846153847,239,1.3976608187134503 -com.google.javascript.jscomp.DefinitionGatheringCallback,2,1,37,0,44,17,0,1,1,15.0,11,0.2391304347826087 -com.google.javascript.jscomp.UseSiteGatheringCallback,1,0,10,0,5,1,0,1,0,5.0,0,0.0 -com.google.javascript.jscomp.JsAst,6,6,30,1,12,1,0,1,1,9.833333333333334,8,0.3076923076923077 -com.google.javascript.jscomp.RenameProperties,5,14,149,1,41,9,0,1,17,14.6,543,2.8134715025906734 -com.google.javascript.jscomp.ProcessExterns,1,0,11,0,9,2,0,0,1,5.0,8,0.8888888888888888 -com.google.javascript.jscomp.ProcessProperties,6,1,73,1,42,11,0,1,4,14.0,81,0.9 -com.google.javascript.jscomp.Property,0,4,0,0,0,0,0,0,1,0,8,8.0 -com.google.javascript.jscomp.PropertyAffinity,1,1,0,0,1,0,0,0,0,8.0,0,0.0 +com.google.javascript.jscomp.TypeValidator,33,17,246,0,18,10,0,5,27,17.424242424242426,1079,5.042056074766355 +com.google.javascript.jscomp.SimpleDefinitionFinder,13,4,138,2,12,7,0,5,10,17.846153846153847,239,1.3976608187134503 +com.google.javascript.jscomp.JsAst,6,6,30,1,10,1,0,1,1,9.833333333333334,8,0.3076923076923077 +com.google.javascript.jscomp.RenameProperties,5,14,149,1,31,9,0,1,17,14.6,543,2.8134715025906734 com.google.javascript.jscomp.ant.Warning,4,2,4,0,1,0,0,1,1,8.0,8,2.0 com.google.javascript.jscomp.ant.AntErrorManager,2,2,12,0,6,2,0,0,1,9.5,14,1.1666666666666667 -com.google.javascript.jscomp.ant.CompileTask,35,20,141,0,24,5,0,1,29,15.114285714285714,388,1.9795918367346939 +com.google.javascript.jscomp.ant.CompileTask,35,20,141,0,18,5,0,1,29,15.114285714285714,388,1.9795918367346939 com.google.javascript.jscomp.jsonml.SecureCompiler,7,7,27,0,14,3,0,2,6,12.857142857142858,168,3.574468085106383 -com.google.javascript.jscomp.jsonml.Report,3,3,3,0,1,0,0,1,0,10.666666666666666,0,0.0 com.google.javascript.jscomp.jsonml.Writer,40,0,319,0,155,4,0,2,4,13.625,90,0.21844660194174756 com.google.javascript.jscomp.jsonml.Validator,50,7,155,0,80,4,0,1,3,16.9,101,0.4410480349344978 -com.google.javascript.jscomp.jsonml.JsonMLAst,9,6,26,1,17,4,0,3,3,12.11111111111111,75,1.6304347826086956 -com.google.javascript.jscomp.jsonml.WalkHelper,0,2,0,0,0,0,0,0,0,0,0,0.0 -com.google.javascript.jscomp.jsonml.Reader,77,7,423,0,107,6,1,4,31,17.5974025974026,502,0.8916518650088809 -com.google.javascript.jscomp.jsonml.ErrorReporter,4,1,5,0,4,1,1,0,3,6.0,72,9.0 -com.google.javascript.jscomp.jsonml.JsonMLUtil,5,0,54,0,24,6,1,2,8,11.0,232,2.32 -com.google.javascript.jscomp.jsonml.JsonMLComparator,6,5,31,0,28,8,0,6,3,12.5,27,0.38571428571428573 -com.google.javascript.jscomp.jsonml.JsonML,22,3,79,0,34,7,1,1,22,11.272727272727273,349,4.308641975308642 +com.google.javascript.jscomp.jsonml.JsonMLAst,9,6,26,1,13,4,0,3,3,12.11111111111111,75,1.6304347826086956 +com.google.javascript.jscomp.jsonml.Reader,77,7,423,0,106,6,1,4,31,17.5974025974026,502,0.8916518650088809 +com.google.javascript.jscomp.jsonml.JsonMLUtil,5,0,54,0,17,6,1,2,8,11.0,232,2.32 +com.google.javascript.jscomp.jsonml.JsonML,22,3,79,0,25,7,1,1,22,11.272727272727273,349,4.308641975308642 com.google.javascript.jscomp.jsonml.JsonMLException,0,1,0,0,0,0,0,0,1,0,15,15.0 com.google.javascript.jscomp.jsonml.NodeUtil,4,0,13,0,4,0,0,2,5,16.75,94,13.428571428571429 com.google.javascript.jscomp.jsonml.JsonMLError,2,5,6,0,1,1,0,1,6,4.0,35,2.9166666666666665 -com.google.javascript.jscomp.graph.LinkedDirectedGraph,35,3,149,1,11,4,0,3,9,15.771428571428572,125,0.9328358208955224 -com.google.javascript.jscomp.graph.LinkedDirectedGraphNode,10,3,22,2,1,1,0,1,2,10.0,24,1.7142857142857142 -com.google.javascript.jscomp.graph.NeighborIterator,3,2,11,1,1,2,0,1,0,5.666666666666667,0,0.0 -com.google.javascript.jscomp.graph.AnnotatedLinkedDirectedGraphNode,2,1,2,0,1,0,0,1,2,13.0,11,3.6666666666666665 -com.google.javascript.jscomp.graph.LinkedDirectedGraphEdge,14,3,17,2,1,1,0,1,2,10.0,19,1.1176470588235294 -com.google.javascript.jscomp.graph.AnnotatedLinkedDirectedGraphEdge,2,1,2,0,1,0,0,1,2,13.0,19,6.333333333333333 +com.google.javascript.jscomp.graph.LinkedDirectedGraph,35,3,149,1,7,4,0,3,9,15.771428571428572,125,0.9328358208955224 com.google.javascript.jscomp.graph.DiGraph,15,0,19,0,1,0,0,1,9,18.2,188,94.0 -com.google.javascript.jscomp.graph.GraphReachability,3,3,20,1,7,2,0,2,3,9.333333333333334,76,4.0 -com.google.javascript.jscomp.graph.EdgeTuple,0,3,0,0,0,0,0,0,1,0,7,2.3333333333333335 -com.google.javascript.jscomp.graph.FixedPointGraphTraversal,4,2,31,0,12,4,0,1,7,15.75,203,10.15 -com.google.javascript.jscomp.graph.Graph,24,2,55,1,5,1,0,1,29,13.625,706,15.347826086956522 -com.google.javascript.jscomp.graph.AnnotationState,0,2,0,0,0,0,0,0,1,0,16,8.0 -com.google.javascript.jscomp.graph.GraphAnnotationState,0,1,0,0,0,0,0,0,1,0,15,15.0 -com.google.javascript.jscomp.graph.SimpleSubGraph,2,2,9,1,6,2,0,2,1,11.0,15,1.875 -com.google.javascript.jscomp.graph.GraphPruner,2,1,38,0,23,9,0,1,1,7.5,89,2.78125 -com.google.javascript.jscomp.graph.LinkedUndirectedGraph,27,3,114,1,14,5,0,4,5,14.407407407407407,70,0.5555555555555556 -com.google.javascript.jscomp.graph.LinkedUndirectedGraphNode,9,2,19,2,1,1,0,1,1,12.333333333333334,18,1.0588235294117647 -com.google.javascript.jscomp.graph.NeighborIterator,3,1,9,1,5,1,0,2,0,5.666666666666667,0,0.0 -com.google.javascript.jscomp.graph.AnnotatedLinkedUndirectedGraphNode,2,1,2,0,1,0,0,1,1,13.0,6,2.0 -com.google.javascript.jscomp.graph.LinkedUndirectedGraphEdge,10,3,13,2,1,1,0,1,1,9.4,11,0.8461538461538461 -com.google.javascript.jscomp.graph.AnnotatedLinkedUndirectedGraphEdge,2,1,2,0,1,0,0,1,1,13.0,5,1.6666666666666667 +com.google.javascript.jscomp.graph.GraphReachability,3,3,20,1,5,2,0,2,3,9.333333333333334,76,4.0 +com.google.javascript.jscomp.graph.FixedPointGraphTraversal,4,2,31,0,8,4,0,1,7,15.75,203,10.15 +com.google.javascript.jscomp.graph.Graph,24,2,55,1,4,1,0,1,29,13.625,706,15.347826086956522 +com.google.javascript.jscomp.graph.GraphPruner,2,1,38,0,14,9,0,1,1,7.5,89,2.78125 +com.google.javascript.jscomp.graph.LinkedUndirectedGraph,27,3,114,1,9,5,0,4,5,14.407407407407407,70,0.5555555555555556 com.google.javascript.jscomp.graph.UndiGraph,4,0,1,0,0,0,0,0,4,23.25,79,0 -com.google.javascript.jscomp.graph.StandardUnionFind,9,2,51,2,14,3,0,7,12,9.88888888888889,257,4.431034482758621 -com.google.javascript.jscomp.graph.Node,0,4,0,0,0,0,0,0,5,0,50,25.0 -com.google.javascript.jscomp.graph.GraphColoring,3,2,28,0,7,1,0,2,5,11.333333333333334,214,6.294117647058823 -com.google.javascript.jscomp.graph.Color,2,1,2,1,5,1,0,2,0,7.0,0,0.0 -com.google.javascript.jscomp.graph.GreedyGraphColoring,1,1,23,0,15,3,0,2,2,5.0,32,1.7777777777777777 -com.google.javascript.jscomp.regex.CharRanges,18,3,47,0,48,11,0,4,5,8.61111111111111,196,0.9158878504672897 -com.google.javascript.jscomp.regex.RegExpTree,16,12,445,0,241,49,0,31,24,12.8125,340,0.422360248447205 -com.google.javascript.jscomp.regex.Parser,9,3,74,0,55,9,0,10,10,12.666666666666666,131,0.5458333333333333 -com.google.javascript.jscomp.regex.RegExpTreeAtom,4,0,5,0,1,0,0,1,0,13.75,0,0.0 -com.google.javascript.jscomp.regex.Empty,5,1,3,0,1,0,0,1,0,10.6,0,0.0 -com.google.javascript.jscomp.regex.Anchor,6,1,6,0,1,0,0,1,0,11.166666666666666,0,0.0 -com.google.javascript.jscomp.regex.WordBoundary,5,1,6,0,1,0,0,1,0,10.6,0,0.0 -com.google.javascript.jscomp.regex.BackReference,5,1,7,0,1,0,0,1,0,10.6,0,0.0 -com.google.javascript.jscomp.regex.Text,7,1,24,0,9,3,0,3,1,12.714285714285714,17,0.5483870967741935 -com.google.javascript.jscomp.regex.Repetition,12,3,53,0,31,10,0,7,0,12.75,0,0.0 -com.google.javascript.jscomp.regex.Alternation,9,1,50,0,60,18,0,5,0,12.0,0,0.0 -com.google.javascript.jscomp.regex.LookaheadAssertion,9,2,18,0,6,2,0,2,0,12.0,0,0.0 -com.google.javascript.jscomp.regex.CapturingGroup,9,1,16,0,3,0,0,1,0,12.0,0,0.0 -com.google.javascript.jscomp.regex.Charset,10,2,84,0,25,6,0,4,1,13.2,27,0.38028169014084506 -com.google.javascript.jscomp.regex.DecomposedCharset,6,3,38,0,35,8,0,2,0,11.5,0,0.0 -com.google.javascript.jscomp.regex.Concatenation,9,1,39,0,43,12,0,7,0,12.0,0,0.0 -com.google.javascript.jscomp.regex.Simplifier,2,1,10,0,21,6,0,3,0,12.0,0,0.0 -com.google.javascript.jscomp.regex.CaseCanonicalize,4,4,213,0,11,5,0,3,8,16.25,502,13.210526315789474 -com.google.javascript.jscomp.regex.DeltaSet,0,2,0,0,0,0,0,0,1,0,20,10.0 -com.google.javascript.jscomp.testing.TestErrorReporter,5,4,9,1,5,1,0,1,3,14.4,53,3.533333333333333 +com.google.javascript.jscomp.graph.StandardUnionFind,9,2,51,2,11,3,0,7,12,9.88888888888889,257,4.431034482758621 +com.google.javascript.jscomp.graph.GraphColoring,3,2,28,0,5,1,0,2,5,11.333333333333334,214,6.294117647058823 +com.google.javascript.jscomp.regex.CharRanges,18,3,47,0,35,11,0,4,5,8.61111111111111,196,0.9158878504672897 +com.google.javascript.jscomp.regex.RegExpTree,16,12,445,0,187,49,0,31,24,12.8125,340,0.422360248447205 +com.google.javascript.jscomp.regex.CaseCanonicalize,4,4,213,0,7,5,0,3,8,16.25,502,13.210526315789474 +com.google.javascript.jscomp.testing.TestErrorReporter,5,4,9,1,3,1,0,1,3,14.4,53,3.533333333333333 com.google.javascript.jscomp.testing.SimpleSourceExcerptProvider,2,1,5,1,1,0,0,1,1,14.0,13,4.333333333333333 -com.google.javascript.jscomp.webservice.common.Protocol,2,3,17,0,5,1,0,1,14,18.5,219,6.257142857142857 +com.google.javascript.jscomp.webservice.common.Protocol,2,3,17,0,3,1,0,1,14,18.5,219,6.257142857142857 com.google.javascript.jscomp.webservice.common.AbstractWebServiceException,3,0,7,0,1,0,0,1,1,12.333333333333334,15,15.0 -com.google.javascript.jscomp.type.ClosureReverseAbstractInterpreter,2,5,57,0,10,4,0,2,7,28.0,58,1.0175438596491229 -com.google.javascript.jscomp.type.TypeRestriction,0,2,0,0,0,0,0,0,0,0,0,0.0 -com.google.javascript.jscomp.type.SemanticReverseAbstractInterpreter,11,5,149,0,73,15,0,22,12,18.545454545454547,253,1.1552511415525115 -com.google.javascript.jscomp.type.RestrictByTrueInstanceOfResultVisitor,6,1,17,0,7,2,0,3,1,15.166666666666666,3,0.1875 -com.google.javascript.jscomp.type.RestrictByFalseInstanceOfResultVisitor,3,1,14,0,10,3,0,4,1,14.333333333333334,3,0.15789473684210525 -com.google.javascript.jscomp.type.ChainableReverseAbstractInterpreter,11,6,114,1,22,6,0,6,22,22.363636363636363,643,3.7823529411764705 -com.google.javascript.jscomp.type.RestrictByTypeOfResultVisitor,8,0,21,1,10,3,0,2,2,14.5,46,2.3 -com.google.javascript.jscomp.type.RestrictByTrueTypeOfResultVisitor,8,0,8,0,1,0,0,1,1,14.125,38,4.75 -com.google.javascript.jscomp.type.RestrictByFalseTypeOfResultVisitor,9,0,14,0,1,0,0,1,1,13.777777777777779,38,4.222222222222222 -com.google.javascript.jscomp.type.RestrictByOneTypeOfResultVisitor,10,2,29,0,8,4,0,3,4,14.2,71,2.9583333333333335 -com.google.javascript.jscomp.deps.JsFileParser,5,8,32,0,24,7,1,2,11,11.2,245,6.805555555555555 -com.google.javascript.jscomp.deps.DepsGenerator,19,12,121,0,19,7,1,3,13,18.94736842105263,337,2.982300884955752 -com.google.javascript.jscomp.deps.JsFileLineParser,6,9,49,0,46,12,1,1,15,12.833333333333334,286,3.7142857142857144 -com.google.javascript.jscomp.deps.ParseException,1,2,1,0,1,0,0,1,2,7.0,28,9.333333333333334 -com.google.javascript.jscomp.deps.JsFunctionParser,4,5,24,0,14,4,1,1,9,9.75,117,3.774193548387097 -com.google.javascript.jscomp.deps.SymbolInfo,0,2,0,0,0,0,0,0,0,0,0,0.0 -com.google.javascript.jscomp.deps.PathUtil,6,2,48,0,18,6,0,4,7,13.5,424,9.217391304347826 -com.google.javascript.jscomp.deps.SimpleDependencyInfo,6,4,13,1,4,1,0,2,6,11.833333333333334,109,8.384615384615385 -com.google.javascript.jscomp.deps.DepsFileParser,4,5,32,0,15,4,1,1,11,10.5,242,10.083333333333334 -com.google.javascript.jscomp.deps.SortedDependencies,11,4,97,0,24,7,1,3,7,17.727272727272727,220,2.3655913978494625 -com.google.javascript.jscomp.deps.CircularDependencyException,0,0,0,0,0,0,0,0,0,0,0,0.0 -com.google.javascript.jscomp.deps.MissingProvideException,0,0,0,0,0,0,0,0,0,0,0,0.0 -com.google.javascript.jscomp.parsing.JsDocInfoParser,58,15,776,0,463,96,0,18,54,18.29310344827586,1087,0.98193315266486 -com.google.javascript.jscomp.parsing.ErrorReporterParser,4,0,12,0,1,0,0,0,0,15.0,0,0.0 -com.google.javascript.jscomp.parsing.ExtractionInfo,0,2,0,0,0,0,0,0,1,0,21,10.5 -com.google.javascript.jscomp.parsing.ExtendedTypeInfo,0,3,0,0,0,0,0,0,1,0,5,1.6666666666666667 -com.google.javascript.jscomp.parsing.ParserRunner,7,4,41,0,20,1,1,1,2,12.142857142857142,40,0.9090909090909091 -com.google.javascript.jscomp.parsing.ParseResult,0,2,0,0,0,0,0,0,1,0,8,4.0 -com.google.javascript.jscomp.parsing.JsDocTokenStream,20,19,55,0,92,13,0,23,5,11.35,59,0.24583333333333332 -com.google.javascript.jscomp.parsing.TypeSafeDispatcher,44,0,57,0,67,9,0,42,1,19.204545454545453,51,0.7611940298507462 +com.google.javascript.jscomp.type.ClosureReverseAbstractInterpreter,2,5,57,0,6,4,0,2,7,28.0,58,1.0175438596491229 +com.google.javascript.jscomp.type.SemanticReverseAbstractInterpreter,11,5,149,0,50,15,0,22,12,18.545454545454547,253,1.1552511415525115 +com.google.javascript.jscomp.type.ChainableReverseAbstractInterpreter,11,6,114,1,16,6,0,6,22,22.363636363636363,643,3.7823529411764705 +com.google.javascript.jscomp.deps.JsFileParser,5,8,32,0,16,7,1,2,11,11.2,245,6.805555555555555 +com.google.javascript.jscomp.deps.DepsGenerator,19,12,121,0,11,7,1,3,13,18.94736842105263,337,2.982300884955752 +com.google.javascript.jscomp.deps.JsFileLineParser,6,9,49,0,33,12,1,1,15,12.833333333333334,286,3.7142857142857144 +com.google.javascript.jscomp.deps.JsFunctionParser,4,5,24,0,10,4,1,1,9,9.75,117,3.774193548387097 +com.google.javascript.jscomp.deps.PathUtil,6,2,48,0,13,6,0,4,7,13.5,424,9.217391304347826 +com.google.javascript.jscomp.deps.SimpleDependencyInfo,6,4,13,1,3,1,0,2,6,11.833333333333334,109,8.384615384615385 +com.google.javascript.jscomp.deps.DepsFileParser,4,5,32,0,11,4,1,1,11,10.5,242,10.083333333333334 +com.google.javascript.jscomp.deps.SortedDependencies,11,4,97,0,17,7,1,3,7,17.727272727272727,220,2.3655913978494625 +com.google.javascript.jscomp.parsing.JsDocInfoParser,58,15,776,0,347,96,0,18,54,18.29310344827586,1087,0.98193315266486 +com.google.javascript.jscomp.parsing.ParserRunner,7,4,41,0,19,1,1,1,2,12.142857142857142,40,0.9090909090909091 +com.google.javascript.jscomp.parsing.JsDocTokenStream,20,19,55,0,69,13,0,23,5,11.35,59,0.24583333333333332 +com.google.javascript.jscomp.parsing.TypeSafeDispatcher,44,0,57,0,55,9,0,42,1,19.204545454545453,51,0.7611940298507462 com.google.javascript.jscomp.parsing.IRFactory,29,19,541,0,88,4,0,86,8,15.586206896551724,224,0.4202626641651032 -com.google.javascript.jscomp.parsing.TransformDispatcher,56,0,416,0,36,9,0,2,4,18.589285714285715,136,0.45484949832775917 -com.google.javascript.jscomp.parsing.Config,1,6,6,0,7,2,0,1,9,20.0,78,6.0 +com.google.javascript.jscomp.parsing.Config,1,6,6,0,5,2,0,1,9,20.0,78,6.0 com.google.javascript.jscomp.parsing.NullErrorReporter,4,0,4,0,1,0,0,1,1,8.5,11,2.2 -com.google.javascript.jscomp.parsing.NewRhinoNullReporter,3,0,3,1,1,0,0,1,0,8.0,0,0.0 -com.google.javascript.jscomp.parsing.OldRhinoNullReporter,0,0,0,1,0,0,0,0,0,0,0,0 diff --git a/metrics/feature_vectors_labeled.csv b/metrics/feature_vectors_labeled.csv index 2d5aaac..8a4c7e3 100644 --- a/metrics/feature_vectors_labeled.csv +++ b/metrics/feature_vectors_labeled.csv @@ -1,748 +1,292 @@ class_name,MTH,FLD,RFC,INT,SZ,CPX,EX,RET,BCM,NML,WRD,DCM,buggy -com.google.javascript.jscomp.PeepholeSimplifyRegExp,1,0,29,0,18,8,0,2,1,15.0,12,0.6666666666666666,0 -com.google.javascript.jscomp.MinimizeExitPoints,6,1,91,1,49,14,0,4,5,13.833333333333334,324,2.8672566371681416,1 +com.google.javascript.jscomp.PeepholeSimplifyRegExp,1,0,29,0,14,8,0,2,1,15.0,12,0.6666666666666666,0 +com.google.javascript.jscomp.MinimizeExitPoints,6,1,91,1,35,14,0,4,5,13.833333333333334,324,2.8672566371681416,1 com.google.javascript.jscomp.RenameLabels,1,3,51,1,1,0,0,0,8,7.0,336,6.588235294117647,1 -com.google.javascript.jscomp.DefaultNameSupplier,1,1,2,1,1,0,0,1,0,3.0,0,0.0,0 -com.google.javascript.jscomp.ProcessLabels,8,2,52,1,15,3,0,1,7,11.5,121,2.75,0 -com.google.javascript.jscomp.LabelInfo,0,2,0,0,0,0,0,0,0,0.0,0,0.0,0 -com.google.javascript.jscomp.LabelNamespace,0,1,0,0,0,0,0,0,0,0.0,0,0.0,0 -com.google.javascript.jscomp.JsMessageExtractor,2,3,19,0,12,3,1,1,5,15.0,149,6.7727272727272725,0 -com.google.javascript.jscomp.ExtractMessagesVisitor,2,1,4,0,3,1,0,1,2,13.5,18,3.6,0 -com.google.javascript.jscomp.Tracer,25,16,177,0,17,4,0,3,70,16.8,2019,7.315217391304348,0 -com.google.javascript.jscomp.Stat,4,4,0,0,1,1,0,1,5,11.5,65,16.25,0 -com.google.javascript.jscomp.Event,2,2,25,0,27,4,0,1,2,8.5,64,2.1333333333333333,0 -com.google.javascript.jscomp.ThreadTrace,9,8,74,0,54,16,0,1,15,11.22222222222222,164,1.5185185185185186,0 -com.google.javascript.jscomp.AtomicTracerStatMap,2,1,4,0,13,4,0,1,3,8.5,53,3.7857142857142856,0 -com.google.javascript.jscomp.VerboseMessageFormatter,3,0,12,0,4,4,0,1,1,10.0,16,2.2857142857142856,0 +com.google.javascript.jscomp.JsMessageExtractor,2,3,19,0,9,3,1,1,5,15.0,149,6.7727272727272725,0 +com.google.javascript.jscomp.Tracer,25,16,177,0,15,4,0,3,70,16.8,2019,7.315217391304348,0 +com.google.javascript.jscomp.VerboseMessageFormatter,3,0,12,0,3,4,0,1,1,10.0,16,2.2857142857142856,0 com.google.javascript.jscomp.DiagnosticType,9,5,15,2,1,0,0,1,11,6.777777777777778,151,11.615384615384617,0 -com.google.javascript.jscomp.StrictModeCheck,9,13,107,1,20,7,0,3,11,11.88888888888889,128,1.1962616822429906,0 -com.google.javascript.jscomp.NonExternChecks,3,0,20,0,11,4,0,0,3,11.333333333333334,18,0.8181818181818182,0 -com.google.javascript.jscomp.JSModule,26,6,87,2,8,3,1,2,28,11.884615384615383,342,4.56,0 +com.google.javascript.jscomp.StrictModeCheck,9,13,107,1,13,7,0,3,11,11.88888888888889,128,1.1962616822429906,0 +com.google.javascript.jscomp.JSModule,26,6,87,2,7,3,1,2,28,11.884615384615383,342,4.56,0 com.google.javascript.jscomp.JsMessageDefinition,3,3,0,0,1,0,0,1,2,16.333333333333332,121,20.166666666666668,0 -com.google.javascript.jscomp.LiveVariablesAnalysis,10,4,94,0,54,11,0,8,5,16.1,272,2.693069306930693,1 -com.google.javascript.jscomp.LiveVariableJoinOp,1,0,5,1,4,1,0,1,0,5.0,0,0.0,0 -com.google.javascript.jscomp.LiveVariableLattice,5,1,14,1,2,0,0,1,2,6.8,46,4.6,0 -com.google.javascript.jscomp.StatementFusion,6,0,47,0,16,4,0,7,1,23.83333333333333,69,1.4680851063829787,0 -com.google.javascript.jscomp.VariableVisibilityAnalysis,3,2,20,1,19,5,0,1,9,15.666666666666666,234,9.75,0 -com.google.javascript.jscomp.FunctionRewriter,3,2,92,1,19,6,0,1,22,17.333333333333332,483,3.803149606299213,1 -com.google.javascript.jscomp.Reduction,2,3,4,0,2,0,0,1,3,10.0,27,4.5,0 -com.google.javascript.jscomp.ReductionGatherer,2,2,4,1,7,2,0,2,2,9.5,43,4.777777777777778,0 -com.google.javascript.jscomp.Reducer,3,0,6,0,5,1,0,1,4,11.333333333333334,57,11.4,0 -com.google.javascript.jscomp.EmptyFunctionReducer,2,2,4,0,5,1,0,2,1,10.5,27,4.5,0 -com.google.javascript.jscomp.SingleReturnStatementReducer,1,0,5,0,7,2,0,3,2,26.0,28,4.0,0 -com.google.javascript.jscomp.IdentityReducer,3,2,13,0,8,2,0,3,2,13.0,47,2.9375,0 -com.google.javascript.jscomp.ReturnConstantReducer,3,2,7,0,8,2,0,3,2,11.0,58,4.461538461538462,0 -com.google.javascript.jscomp.GetterReducer,3,2,13,0,11,3,0,3,2,13.0,62,3.875,0 -com.google.javascript.jscomp.SetterReducer,3,2,26,0,15,5,0,5,2,13.0,63,2.333333333333333,0 -com.google.javascript.jscomp.CheckUnreachableCode,5,3,24,1,8,2,0,2,1,9.4,12,0.5714285714285714,0 -com.google.javascript.jscomp.ReachablePredicate,1,0,5,1,9,3,0,3,0,5.0,0,0.0,0 -com.google.javascript.jscomp.DataFlowAnalysis,13,4,153,0,29,9,0,2,21,11.461538461538462,1031,7.20979020979021,0 -com.google.javascript.jscomp.FlowState,6,2,8,1,2,0,0,1,2,6.333333333333333,31,2.583333333333333,0 -com.google.javascript.jscomp.MaxIterationsExceededException,0,1,0,0,0,0,0,0,1,0.0,39,39.0,0 -com.google.javascript.jscomp.BranchedForwardDataFlowAnalysis,6,0,46,0,10,3,0,2,2,12.166666666666666,80,2.6666666666666665,0 -com.google.javascript.jscomp.BranchedFlowState,6,2,9,1,5,1,0,1,2,6.333333333333333,31,2.066666666666667,0 -com.google.javascript.jscomp.RemoveUnusedVars,13,13,295,2,61,16,0,4,32,18.153846153846157,909,2.6045845272206303,1 -com.google.javascript.jscomp.CallSiteOptimizer,11,4,86,0,20,6,0,4,10,20.90909090909091,202,1.9803921568627447,0 -com.google.javascript.jscomp.Continuation,1,2,5,0,7,2,0,0,1,5.0,30,3.333333333333333,0 -com.google.javascript.jscomp.Assign,2,5,36,0,15,4,0,2,2,11.5,25,0.7575757575757576,0 -com.google.javascript.jscomp.CollapseVariableDeclarations,3,3,70,1,23,5,0,1,9,12.333333333333334,221,3.112676056338028,1 -com.google.javascript.jscomp.Collapse,0,3,0,0,0,0,0,0,4,0.0,37,12.333333333333334,0 -com.google.javascript.jscomp.GatherCollapses,3,1,36,0,23,7,0,3,1,12.333333333333334,38,1.0857142857142856,0 +com.google.javascript.jscomp.LiveVariablesAnalysis,10,4,94,0,39,11,0,8,5,16.1,272,2.693069306930693,1 +com.google.javascript.jscomp.StatementFusion,6,0,47,0,12,4,0,7,1,23.83333333333333,69,1.4680851063829787,0 +com.google.javascript.jscomp.VariableVisibilityAnalysis,3,2,20,1,12,5,0,1,9,15.666666666666666,234,9.75,0 +com.google.javascript.jscomp.FunctionRewriter,3,2,92,1,13,6,0,1,22,17.333333333333332,483,3.803149606299213,1 +com.google.javascript.jscomp.CheckUnreachableCode,5,3,24,1,6,2,0,2,1,9.4,12,0.5714285714285714,0 +com.google.javascript.jscomp.DataFlowAnalysis,13,4,153,0,17,9,0,2,21,11.461538461538462,1031,7.20979020979021,0 +com.google.javascript.jscomp.RemoveUnusedVars,13,13,295,2,41,16,0,4,32,18.153846153846157,909,2.6045845272206303,1 +com.google.javascript.jscomp.CollapseVariableDeclarations,3,3,70,1,17,5,0,1,9,12.333333333333334,221,3.112676056338028,1 com.google.javascript.jscomp.RemoveTryCatch,1,2,23,1,1,0,0,0,2,7.0,31,0.9117647058823528,0 -com.google.javascript.jscomp.RemoveTryCatchCode,1,0,22,0,31,8,0,2,0,5.0,0,0.0,0 com.google.javascript.jscomp.DiagnosticGroups,7,35,44,0,2,0,0,1,4,14.714285714285714,35,3.1818181818181817,1 -com.google.javascript.jscomp.ObjectPropertyStringPreprocess,2,6,53,1,5,1,0,0,1,13.5,47,1.3428571428571427,0 -com.google.javascript.jscomp.Callback,1,0,41,0,27,6,0,6,0,5.0,0,0.0,0 -com.google.javascript.jscomp.CheckSideEffects,5,6,58,1,24,8,0,4,3,10.4,75,1.3636363636363635,1 -com.google.javascript.jscomp.StripProtection,2,1,11,1,6,2,0,0,1,6.0,5,0.625,0 -com.google.javascript.jscomp.BinaryJoinOp,3,0,14,1,9,2,0,3,3,8.333333333333334,77,5.923076923076923,0 -com.google.javascript.jscomp.FindExportableNodes,2,3,27,0,24,6,0,1,3,7.5,84,2.5454545454545454,0 -com.google.javascript.jscomp.GenerateNodeContext,3,3,3,0,1,0,0,1,1,11.333333333333334,11,1.8333333333333333,0 -com.google.javascript.jscomp.PeepholeOptimizationsPass,10,4,39,1,13,3,0,2,3,11.3,55,0.7638888888888888,1 -com.google.javascript.jscomp.ScopeState,1,2,1,0,2,0,0,0,0,5.0,0,0.0,0 -com.google.javascript.jscomp.StateStack,3,2,7,0,6,1,0,1,0,3.6666666666666665,0,0.0,0 -com.google.javascript.jscomp.PeepholeChangeHandler,1,0,2,1,1,0,0,0,0,12.0,0,0.0,0 -com.google.javascript.jscomp.JvmMetrics,10,4,137,0,30,8,0,4,1,18.3,28,0.2074074074074074,0 -com.google.javascript.jscomp.ByPathWarningsGuard,4,5,7,0,9,3,0,2,4,8.25,177,9.833333333333334,0 -com.google.javascript.jscomp.DefaultPassConfig,20,120,341,0,170,51,0,3,119,19.15,964,1.5777414075286416,0 -com.google.javascript.jscomp.GlobalTypeResolver,2,1,7,1,5,1,0,0,1,10.0,10,1.4285714285714286,0 -com.google.javascript.jscomp.ClearTypedScope,1,0,2,1,1,0,0,0,1,7.0,8,8.0,0 -com.google.javascript.jscomp.HotSwapPassFactory,2,0,1,0,1,0,0,1,1,10.0,10,5.0,0 -com.google.javascript.jscomp.FunctionNames,4,4,23,2,13,3,0,2,1,13.5,75,2.027027027027027,0 -com.google.javascript.jscomp.FunctionRecord,0,4,0,1,0,0,0,0,0,0.0,0,0.0,0 -com.google.javascript.jscomp.FunctionListExtractor,1,2,6,0,4,1,0,0,0,5.0,0,0.0,0 -com.google.javascript.jscomp.FunctionExpressionNamer,3,3,6,1,3,0,0,1,0,12.333333333333334,0,0.0,0 -com.google.javascript.jscomp.AbstractCommandLineRunner,54,19,430,0,68,19,2,9,94,18.444444444444443,1965,2.6554054054054053,1 -com.google.javascript.jscomp.FlagUsageException,0,1,0,0,0,0,0,0,1,0.0,10,10.0,0 -com.google.javascript.jscomp.RunTimeStats,3,4,10,0,9,1,0,0,3,16.333333333333332,19,1.1875,0 -com.google.javascript.jscomp.CommandLineConfig,42,42,29,0,8,2,0,1,43,18.428571428571427,730,7.525773195876289,0 -com.google.javascript.jscomp.WarningGuardSpec,2,1,3,0,1,0,0,0,1,4.0,17,4.25,0 -com.google.javascript.jscomp.Entry,0,2,0,0,0,0,0,0,0,0.0,0,0.0,0 -com.google.javascript.jscomp.ClosureCodeRemoval,1,6,51,1,22,6,0,0,15,7.0,229,4.163636363636364,0 -com.google.javascript.jscomp.RemovableAssignment,1,4,14,0,10,2,0,0,7,6.0,53,3.117647058823529,0 -com.google.javascript.jscomp.FindAbstractMethods,1,0,10,0,5,2,0,0,1,5.0,10,2.0,0 -com.google.javascript.jscomp.FindAssertionCalls,1,1,11,0,5,2,0,0,1,5.0,4,0.5,0 -com.google.javascript.jscomp.OptimizeReturns,5,1,40,2,22,7,0,6,4,10.8,128,2.844444444444445,0 -com.google.javascript.jscomp.CheckRegExp,3,4,23,1,14,5,0,1,1,13.333333333333334,30,1.7647058823529411,0 -com.google.javascript.jscomp.ControlFlowAnalysis,38,12,358,2,54,14,0,19,20,13.605263157894736,503,1.2512437810945274,1 -com.google.javascript.jscomp.AstControlFlowGraph,2,1,7,0,7,1,0,4,3,18.0,60,5.454545454545454,0 -com.google.javascript.jscomp.NameReferenceGraphReport,8,1,106,0,35,6,0,2,11,19.5,447,4.966666666666667,0 -com.google.javascript.jscomp.DiGraphNodeComparator,1,0,18,1,12,3,0,4,1,7.0,24,2.0,0 -com.google.javascript.jscomp.AnalyzePrototypeProperties,3,14,217,1,7,2,0,2,29,13.0,563,2.385593220338983,1 -com.google.javascript.jscomp.ProcessProperties,13,1,157,1,56,21,0,5,6,18.46153846153846,151,1.1705426356589148,0 -com.google.javascript.jscomp.ProcessExternProperties,1,0,6,0,3,1,0,0,0,5.0,0,0.0,0 -com.google.javascript.jscomp.PropagateReferences,1,0,6,1,8,2,0,3,0,12.0,0,0.0,0 -com.google.javascript.jscomp.GlobalFunction,4,3,19,1,6,1,0,2,1,10.0,11,0.6470588235294118,0 -com.google.javascript.jscomp.AssignmentProperty,6,3,13,1,1,0,0,1,2,9.666666666666666,18,2.0,0 -com.google.javascript.jscomp.LiteralProperty,5,6,7,1,1,0,0,1,1,9.0,13,1.181818181818182,0 -com.google.javascript.jscomp.NameContext,0,2,0,0,0,0,0,0,1,0.0,21,10.5,0 -com.google.javascript.jscomp.NameInfo,6,5,2,0,15,4,0,1,7,15.666666666666666,113,5.380952380952381,0 -com.google.javascript.jscomp.PeepholeFoldConstants,35,8,453,0,97,26,0,39,21,17.457142857142856,382,0.5744360902255639,1 +com.google.javascript.jscomp.ObjectPropertyStringPreprocess,2,6,53,1,4,1,0,0,1,13.5,47,1.3428571428571427,0 +com.google.javascript.jscomp.CheckSideEffects,5,6,58,1,16,8,0,4,3,10.4,75,1.3636363636363635,1 +com.google.javascript.jscomp.BinaryJoinOp,3,0,14,1,6,2,0,3,3,8.333333333333334,77,5.923076923076923,0 +com.google.javascript.jscomp.FindExportableNodes,2,3,27,0,17,6,0,1,3,7.5,84,2.5454545454545454,0 +com.google.javascript.jscomp.PeepholeOptimizationsPass,10,4,39,1,10,3,0,2,3,11.3,55,0.7638888888888888,1 +com.google.javascript.jscomp.JvmMetrics,10,4,137,0,20,8,0,4,1,18.3,28,0.2074074074074074,0 +com.google.javascript.jscomp.ByPathWarningsGuard,4,5,7,0,6,3,0,2,4,8.25,177,9.833333333333334,0 +com.google.javascript.jscomp.DefaultPassConfig,20,120,341,0,119,51,0,3,119,19.15,964,1.5777414075286416,0 +com.google.javascript.jscomp.FunctionNames,4,4,23,2,10,3,0,2,1,13.5,75,2.027027027027027,0 +com.google.javascript.jscomp.AbstractCommandLineRunner,54,19,430,0,48,19,2,9,94,18.444444444444443,1965,2.6554054054054053,1 +com.google.javascript.jscomp.ClosureCodeRemoval,1,6,51,1,14,6,0,0,15,7.0,229,4.163636363636364,0 +com.google.javascript.jscomp.OptimizeReturns,5,1,40,2,14,7,0,6,4,10.8,128,2.844444444444445,0 +com.google.javascript.jscomp.CheckRegExp,3,4,23,1,10,5,0,1,1,13.333333333333334,30,1.7647058823529411,0 +com.google.javascript.jscomp.ControlFlowAnalysis,38,12,358,2,38,14,0,19,20,13.605263157894736,503,1.2512437810945274,1 +com.google.javascript.jscomp.NameReferenceGraphReport,8,1,106,0,29,6,0,2,11,19.5,447,4.966666666666667,0 +com.google.javascript.jscomp.AnalyzePrototypeProperties,3,14,217,1,5,2,0,2,29,13.0,563,2.385593220338983,1 +com.google.javascript.jscomp.PeepholeFoldConstants,35,8,453,0,70,26,0,39,21,17.457142857142856,382,0.5744360902255639,1 com.google.javascript.jscomp.AbstractCompiler,51,2,10,1,1,0,0,1,52,16.764705882352942,881,176.2,0 com.google.javascript.jscomp.UseSite,2,3,3,0,1,0,0,1,1,7.0,29,5.8,0 -com.google.javascript.jscomp.RescopeGlobalSymbols,2,6,91,1,7,1,0,0,5,20.0,319,3.752941176470588,0 -com.google.javascript.jscomp.RewriteGlobalFunctionStatementsToVarAssignmentsCallback,1,0,11,0,10,2,0,0,1,5.0,30,3.0,0 -com.google.javascript.jscomp.RewriteScopeCallback,2,0,32,0,23,7,0,6,1,9.0,91,3.033333333333333,0 -com.google.javascript.jscomp.RemoveGlobalVarCallback,2,0,24,0,20,6,0,1,1,8.0,64,2.56,0 -com.google.javascript.jscomp.MakeExternsReferenceWindowExplicitly,1,0,15,0,7,2,0,1,1,5.0,32,4.571428571428571,0 +com.google.javascript.jscomp.RescopeGlobalSymbols,2,6,91,1,6,1,0,0,5,20.0,319,3.752941176470588,0 com.google.javascript.jscomp.XtbMessageBundle,4,3,49,1,8,0,2,1,4,12.5,95,1.7592592592592593,0 -com.google.javascript.jscomp.Handler,11,8,37,1,15,3,0,0,1,14.636363636363637,19,0.6551724137931034,0 -com.google.javascript.jscomp.SecureEntityResolver,1,0,1,1,1,0,0,1,1,13.0,32,32.0,0 -com.google.javascript.jscomp.CoalesceVariableNames,7,4,159,2,40,16,0,4,5,15.285714285714286,174,1.144736842105263,1 -com.google.javascript.jscomp.CombinedLiveRangeChecker,2,2,7,0,5,1,0,2,1,10.5,21,1.9090909090909087,0 -com.google.javascript.jscomp.LiveRangeChecker,5,4,27,0,11,3,0,4,1,8.4,10,0.4545454545454545,0 -com.google.javascript.jscomp.NameGenerator,4,7,20,0,16,4,0,2,7,13.0,152,3.4545454545454546,0 -com.google.javascript.jscomp.CheckPathsBetweenNodes,8,11,41,0,22,7,0,4,7,18.5,221,2.9078947368421053,0 -com.google.javascript.jscomp.MethodCompilerPass,5,5,83,1,9,1,0,1,11,14.6,180,2.608695652173913,1 -com.google.javascript.jscomp.GetExternMethods,1,0,29,0,24,4,0,1,1,5.0,34,1.4166666666666667,0 -com.google.javascript.jscomp.GatherSignatures,2,0,32,0,20,4,0,0,2,13.5,39,1.56,0 +com.google.javascript.jscomp.CoalesceVariableNames,7,4,159,2,26,16,0,4,5,15.285714285714286,174,1.144736842105263,1 +com.google.javascript.jscomp.NameGenerator,4,7,20,0,12,4,0,2,7,13.0,152,3.4545454545454546,0 +com.google.javascript.jscomp.CheckPathsBetweenNodes,8,11,41,0,15,7,0,4,7,18.5,221,2.9078947368421053,0 +com.google.javascript.jscomp.MethodCompilerPass,5,5,83,1,8,1,0,1,11,14.6,180,2.608695652173913,1 com.google.javascript.jscomp.EmptyMessageBundle,3,0,4,1,1,0,0,1,4,11.666666666666666,35,11.666666666666666,0 -com.google.javascript.jscomp.AnalyzeNameReferences,3,3,23,1,5,1,0,1,4,7.333333333333333,123,3.324324324324324,0 -com.google.javascript.jscomp.PropagateReferences,1,0,10,1,8,2,0,3,0,12.0,0,0.0,0 -com.google.javascript.jscomp.NameInfo,3,2,1,1,15,4,0,1,3,16.666666666666668,56,3.294117647058824,0 -com.google.javascript.jscomp.RemoveUnusedClassProperties,5,4,54,2,16,4,0,3,2,11.6,62,1.319148936170213,0 -com.google.javascript.jscomp.VarCheck,6,11,87,1,44,12,0,4,5,17.0,90,1.0714285714285714,1 -com.google.javascript.jscomp.NameRefInExternsCheck,1,0,18,0,16,4,0,0,1,5.0,24,1.5,0 -com.google.javascript.jscomp.CompilerInput,28,8,111,2,15,3,1,2,15,11.821428571428571,274,2.8842105263157896,0 -com.google.javascript.jscomp.DepsFinder,2,3,13,0,15,5,0,2,0,10.5,0,0.0,0 -com.google.javascript.jscomp.ConvertToDottedProperties,2,1,18,1,13,2,0,0,1,6.0,25,1.6666666666666667,0 +com.google.javascript.jscomp.AnalyzeNameReferences,3,3,23,1,4,1,0,1,4,7.333333333333333,123,3.324324324324324,0 +com.google.javascript.jscomp.RemoveUnusedClassProperties,5,4,54,2,10,4,0,3,2,11.6,62,1.319148936170213,0 +com.google.javascript.jscomp.VarCheck,6,11,87,1,27,12,0,4,5,17.0,90,1.0714285714285714,1 +com.google.javascript.jscomp.CompilerInput,28,8,111,2,11,3,1,2,15,11.821428571428571,274,2.8842105263157896,0 +com.google.javascript.jscomp.ConvertToDottedProperties,2,1,18,1,11,2,0,0,1,6.0,25,1.6666666666666667,0 com.google.javascript.jscomp.FieldCleanupPass,2,1,23,1,1,0,0,0,3,10.0,264,14.666666666666666,0 -com.google.javascript.jscomp.QualifiedNameSearchTraversal,3,2,19,0,9,3,0,1,2,10.333333333333334,216,13.5,0 -com.google.javascript.jscomp.DiagnosticGroup,6,4,19,1,6,2,0,2,11,7.833333333333333,127,5.08,0 -com.google.javascript.jscomp.SymbolTable,48,11,506,1,39,13,0,9,45,16.895833333333332,1445,2.855731225296443,0 -com.google.javascript.jscomp.Symbol,16,6,33,0,5,1,0,1,4,14.125,36,1.3846153846153846,0 -com.google.javascript.jscomp.Reference,0,0,0,0,0,0,0,0,0,0.0,0,0.0,0 -com.google.javascript.jscomp.SymbolScope,15,7,39,1,9,3,0,3,3,12.933333333333334,58,1.5263157894736843,0 -com.google.javascript.jscomp.PropertyRefCollector,6,1,49,1,20,6,0,5,0,20.166666666666668,0,0.0,0 -com.google.javascript.jscomp.ThisRefCollector,4,2,35,1,17,7,0,1,0,7.75,0,0.0,0 -com.google.javascript.jscomp.JSDocInfoCollector,2,1,20,0,11,6,0,0,1,9.0,6,0.3333333333333333,0 -com.google.javascript.jscomp.PrepareAst,4,2,60,1,14,4,0,0,7,13.0,190,2.878787878787879,1 -com.google.javascript.jscomp.PrepareAnnotations,6,0,37,1,7,2,0,1,4,20.0,114,3.6774193548387095,0 -com.google.javascript.jscomp.ControlStructureCheck,4,2,16,1,9,2,0,0,2,7.75,20,1.5384615384615383,0 -com.google.javascript.jscomp.ClosureRewriteClass,16,7,176,1,39,10,0,6,4,16.25,56,0.3971631205673759,0 -com.google.javascript.jscomp.MemberDefinition,0,3,0,0,0,0,0,0,0,0.0,0,0.0,0 -com.google.javascript.jscomp.ClassDefinition,0,6,0,0,0,0,0,0,0,0.0,0,0.0,0 -com.google.javascript.jscomp.ReplaceMessagesForChrome,4,0,38,0,18,5,1,2,1,19.25,53,1.65625,0 -com.google.javascript.jscomp.ProcessDefines,6,10,129,1,24,7,0,1,21,12.333333333333334,477,3.138157894736842,0 -com.google.javascript.jscomp.CollectDefines,8,6,76,1,41,11,0,2,9,16.75,229,2.462365591397849,0 -com.google.javascript.jscomp.RefInfo,0,2,0,0,0,0,0,0,1,0.0,14,7.0,0 -com.google.javascript.jscomp.DefineInfo,4,5,4,0,2,0,0,1,6,17.25,82,8.2,0 +com.google.javascript.jscomp.DiagnosticGroup,6,4,19,1,4,2,0,2,11,7.833333333333333,127,5.08,0 +com.google.javascript.jscomp.SymbolTable,48,11,506,1,27,13,0,9,45,16.895833333333332,1445,2.855731225296443,0 +com.google.javascript.jscomp.PrepareAst,4,2,60,1,9,4,0,0,7,13.0,190,2.878787878787879,1 +com.google.javascript.jscomp.ControlStructureCheck,4,2,16,1,7,2,0,0,2,7.75,20,1.5384615384615383,0 +com.google.javascript.jscomp.ClosureRewriteClass,16,7,176,1,28,10,0,6,4,16.25,56,0.3971631205673759,0 +com.google.javascript.jscomp.ReplaceMessagesForChrome,4,0,38,0,13,5,1,2,1,19.25,53,1.65625,0 +com.google.javascript.jscomp.ProcessDefines,6,10,129,1,15,7,0,1,21,12.333333333333334,477,3.138157894736842,0 com.google.javascript.jscomp.RecentChange,3,1,1,1,1,0,0,1,1,10.333333333333334,16,5.333333333333333,0 com.google.javascript.jscomp.ForbiddenChange,1,0,1,1,1,0,0,0,1,12.0,12,12.0,0 -com.google.javascript.jscomp.PreprocessorSymbolTable,9,3,23,2,5,1,0,1,2,11.22222222222222,25,1.6666666666666667,0 -com.google.javascript.jscomp.Reference,0,0,0,0,0,0,0,0,0,0.0,0,0.0,0 -com.google.javascript.jscomp.MarkNoSideEffectCalls,3,3,42,1,6,1,0,3,5,22.33333333333333,103,1.9074074074074077,0 -com.google.javascript.jscomp.GatherNoSideEffectFunctions,1,1,23,0,26,9,0,0,1,5.0,7,0.2592592592592592,0 -com.google.javascript.jscomp.SetNoSideEffectCallProperty,1,1,10,0,13,4,0,3,1,5.0,24,1.7142857142857142,0 -com.google.javascript.jscomp.PrintStreamErrorManager,3,3,17,0,7,2,0,0,3,13.333333333333334,86,7.166666666666667,0 -com.google.javascript.jscomp.CodePrinter,1,1,88,0,10,4,0,1,27,8.0,590,2.97979797979798,1 -com.google.javascript.jscomp.MappedCodePrinter,9,8,27,0,16,4,0,4,6,15.0,238,4.576923076923077,0 -com.google.javascript.jscomp.Mapping,0,3,0,0,0,0,0,0,1,0.0,44,0.0,0 -com.google.javascript.jscomp.PrettyCodePrinter,16,2,33,0,10,2,0,6,7,12.5625,132,2.2758620689655173,0 -com.google.javascript.jscomp.CompactCodePrinter,6,6,20,0,20,4,0,1,4,12.166666666666666,89,1.5344827586206895,0 -com.google.javascript.jscomp.Builder,7,5,3,0,5,3,0,1,8,12.714285714285714,111,5.55,0 -com.google.javascript.jscomp.TypeCheck,39,50,692,2,182,21,0,6,31,15.794871794871796,1056,1.660377358490566,1 -com.google.javascript.jscomp.PeepholeFoldWithTypes,2,0,21,0,30,9,0,2,2,14.0,145,4.393939393939394,0 -com.google.javascript.jscomp.PassConfig,17,4,36,0,18,5,0,1,21,17.176470588235293,335,5.491803278688525,0 -com.google.javascript.jscomp.PassConfigDelegate,6,1,6,0,1,0,0,1,1,16.0,15,1.875,0 -com.google.javascript.jscomp.State,0,10,0,1,0,0,0,0,1,0.0,7,0.7777777777777778,0 -com.google.javascript.jscomp.AbstractPeepholeOptimization,13,1,22,0,10,3,0,1,14,17.076923076923077,316,13.166666666666666,0 -com.google.javascript.jscomp.RenamePrototypes,3,9,107,1,32,8,0,1,15,13.333333333333334,471,3.3404255319148937,1 -com.google.javascript.jscomp.Property,4,5,16,0,15,5,0,5,1,15.75,13,0.3714285714285714,0 -com.google.javascript.jscomp.ProcessExternedProperties,1,0,7,0,4,1,0,0,1,5.0,22,5.5,0 -com.google.javascript.jscomp.ProcessProperties,6,0,45,0,19,5,0,1,6,20.33333333333333,166,3.5319148936170213,0 -com.google.javascript.jscomp.RhinoErrorReporter,6,8,37,0,6,2,0,2,2,12.333333333333334,55,1.7741935483870968,0 -com.google.javascript.jscomp.OldRhinoErrorReporter,2,0,2,1,1,0,0,0,0,6.0,0,0.0,0 -com.google.javascript.jscomp.NewRhinoErrorReporter,5,0,11,1,5,1,0,1,0,7.2,0,0.0,0 -com.google.javascript.jscomp.NameReferenceGraph,6,6,58,1,13,4,0,3,10,14.666666666666666,383,4.505882352941176,0 -com.google.javascript.jscomp.Name,21,7,45,0,6,2,0,2,6,13.666666666666666,172,4.777777777777778,0 -com.google.javascript.jscomp.Reference,6,4,6,0,1,0,0,1,2,8.333333333333334,41,5.125,0 -com.google.javascript.jscomp.UnreachableCodeElimination,4,3,66,2,6,1,0,0,2,7.75,231,3.08,1 -com.google.javascript.jscomp.EliminationPass,4,1,49,0,25,6,0,5,1,20.25,153,2.3181818181818183,0 +com.google.javascript.jscomp.PreprocessorSymbolTable,9,3,23,2,4,1,0,1,2,11.22222222222222,25,1.6666666666666667,0 +com.google.javascript.jscomp.MarkNoSideEffectCalls,3,3,42,1,5,1,0,3,5,22.33333333333333,103,1.9074074074074077,0 +com.google.javascript.jscomp.PrintStreamErrorManager,3,3,17,0,4,2,0,0,3,13.333333333333334,86,7.166666666666667,0 +com.google.javascript.jscomp.CodePrinter,1,1,88,0,8,4,0,1,27,8.0,590,2.97979797979798,1 +com.google.javascript.jscomp.TypeCheck,39,50,692,2,156,21,0,6,31,15.794871794871796,1056,1.660377358490566,1 +com.google.javascript.jscomp.PeepholeFoldWithTypes,2,0,21,0,21,9,0,2,2,14.0,145,4.393939393939394,0 +com.google.javascript.jscomp.PassConfig,17,4,36,0,13,5,0,1,21,17.176470588235293,335,5.491803278688525,0 +com.google.javascript.jscomp.AbstractPeepholeOptimization,13,1,22,0,6,3,0,1,14,17.076923076923077,316,13.166666666666666,0 +com.google.javascript.jscomp.RenamePrototypes,3,9,107,1,23,8,0,1,15,13.333333333333334,471,3.3404255319148937,1 +com.google.javascript.jscomp.RhinoErrorReporter,6,8,37,0,4,2,0,2,2,12.333333333333334,55,1.7741935483870968,0 +com.google.javascript.jscomp.NameReferenceGraph,6,6,58,1,8,4,0,3,10,14.666666666666666,383,4.505882352941176,0 +com.google.javascript.jscomp.UnreachableCodeElimination,4,3,66,2,5,1,0,0,2,7.75,231,3.08,1 com.google.javascript.jscomp.ReplaceCssNames,2,10,68,1,2,0,0,1,2,12.0,240,3.75,0 -com.google.javascript.jscomp.Traversal,2,0,59,0,31,8,0,3,1,11.0,70,1.2280701754385963,0 com.google.javascript.jscomp.ObjectPropertyStringPostprocess,1,1,26,1,1,0,0,0,1,7.0,52,2.363636363636364,0 -com.google.javascript.jscomp.Callback,1,0,25,0,20,4,0,2,0,5.0,0,0.0,0 com.google.javascript.jscomp.DefinitionSite,0,5,0,0,0,0,0,0,1,0.0,24,4.8,0 -com.google.javascript.jscomp.GroupVariableDeclarations,6,1,44,2,32,8,0,2,2,10.5,240,5.217391304347826,0 -com.google.javascript.jscomp.Strings,3,0,11,0,7,2,0,3,4,22.33333333333333,441,31.5,0 -com.google.javascript.jscomp.CheckRequiresForConstructors,4,4,76,1,6,2,0,2,3,13.0,72,1.0588235294117647,0 -com.google.javascript.jscomp.CheckRequiresForConstructorsCallback,5,3,61,1,31,6,0,3,1,11.8,23,0.4107142857142857,0 -com.google.javascript.jscomp.MemoizedScopeCreator,7,2,23,2,7,2,0,1,3,14.857142857142858,95,4.523809523809524,0 -com.google.javascript.jscomp.GatherRawExports,4,3,19,1,11,4,0,3,1,13.5,25,1.25,0 -com.google.javascript.jscomp.ExpressionDecomposer,26,6,217,0,33,11,0,4,27,19.0,974,4.407239819004525,0 -com.google.javascript.jscomp.DecompositionState,0,2,0,0,0,0,0,0,1,0.0,17,0.0,0 -com.google.javascript.jscomp.JSModuleGraph,15,3,136,0,39,12,2,3,19,18.133333333333333,675,4.411764705882353,0 -com.google.javascript.jscomp.InverseDepthComparator,1,0,2,1,1,0,0,1,1,7.0,23,23.0,0 -com.google.javascript.jscomp.ModuleDependenceException,2,3,2,0,1,0,0,1,0,13.5,0,0.0,0 -com.google.javascript.jscomp.InlineFunctions,19,9,298,1,34,11,0,4,33,20.68421052631579,549,1.5292479108635098,1 -com.google.javascript.jscomp.FindCandidateFunctions,4,1,38,1,14,4,0,1,2,15.0,30,0.9090909090909092,0 -com.google.javascript.jscomp.CallVisitor,1,3,17,0,22,7,0,0,1,5.0,7,0.28,0 -com.google.javascript.jscomp.FindCandidatesReferences,5,0,35,1,17,5,0,3,2,15.0,13,0.2888888888888888,0 -com.google.javascript.jscomp.Inline,2,2,17,1,12,4,0,0,2,13.5,13,0.8125,0 -com.google.javascript.jscomp.FunctionState,26,10,44,0,6,2,0,2,1,14.5,12,0.2448979591836734,0 -com.google.javascript.jscomp.NamedFunction,4,1,9,1,1,0,0,1,1,11.25,6,1.2,0 -com.google.javascript.jscomp.FunctionVar,4,1,11,1,1,0,0,1,1,11.25,6,1.2,0 -com.google.javascript.jscomp.FunctionExpression,4,2,5,1,1,0,0,1,1,11.25,6,1.2,0 -com.google.javascript.jscomp.Reference,0,2,0,0,0,0,0,0,0,0.0,0,0.0,0 -com.google.javascript.jscomp.ShadowVariables,1,7,68,1,5,1,0,0,3,7.0,115,1.3218390804597702,0 -com.google.javascript.jscomp.GatherReferenceInfo,1,0,21,0,21,7,0,4,0,5.0,0,0.0,0 -com.google.javascript.jscomp.DoShadowVariables,5,0,44,1,26,9,0,2,1,9.2,20,0.3571428571428571,0 -com.google.javascript.jscomp.GlobalNamespace,18,9,210,2,7,1,0,1,42,12.72222222222222,1431,3.222972972972973,1 -com.google.javascript.jscomp.NodeFilter,1,1,7,1,9,3,0,3,1,5.0,17,1.7,0 -com.google.javascript.jscomp.BuildGlobalNamespace,14,1,120,1,83,16,0,8,14,15.714285714285714,711,3.246575342465753,0 -com.google.javascript.jscomp.Name,25,16,38,1,29,5,0,6,7,13.4,145,1.1788617886178865,0 -com.google.javascript.jscomp.Ref,10,8,10,1,3,1,0,1,4,10.9,83,2.59375,0 -com.google.javascript.jscomp.Tracker,1,4,14,1,19,7,0,0,2,7.0,58,2.636363636363636,0 -com.google.javascript.jscomp.ClosureOptimizePrimitives,3,1,34,1,17,4,0,3,6,18.0,80,2.2222222222222223,0 -com.google.javascript.jscomp.FindObjectCreateCalls,1,1,8,0,5,2,0,0,1,5.0,7,1.4,0 -com.google.javascript.jscomp.FunctionTypeBuilder,20,32,228,0,45,14,0,4,27,17.2,672,2.042553191489361,1 -com.google.javascript.jscomp.ExtendedTypeValidator,1,0,9,1,18,4,0,5,0,5.0,0,0.0,0 -com.google.javascript.jscomp.ImplementedTypeValidator,1,0,8,1,18,4,0,5,0,5.0,0,0.0,0 -com.google.javascript.jscomp.UnknownFunctionContents,8,1,10,1,1,0,0,1,0,16.875,0,0.0,0 -com.google.javascript.jscomp.AstFunctionContents,11,5,20,1,4,1,0,1,0,19.63636363636364,0,0.0,0 -com.google.javascript.jscomp.DotFormatter,12,8,93,0,26,6,1,2,8,9.5,239,2.463917525773196,0 -com.google.javascript.jscomp.CrossModuleCodeMotion,8,5,113,1,29,8,0,10,12,13.125,227,1.6814814814814816,0 -com.google.javascript.jscomp.NamedInfo,3,4,3,0,8,2,0,2,3,15.333333333333334,43,2.8666666666666667,0 -com.google.javascript.jscomp.Declaration,0,2,0,0,0,0,0,0,0,0.0,0,0.0,0 +com.google.javascript.jscomp.GroupVariableDeclarations,6,1,44,2,20,8,0,2,2,10.5,240,5.217391304347826,0 +com.google.javascript.jscomp.Strings,3,0,11,0,5,2,0,3,4,22.33333333333333,441,31.5,0 +com.google.javascript.jscomp.CheckRequiresForConstructors,4,4,76,1,4,2,0,2,3,13.0,72,1.0588235294117647,0 +com.google.javascript.jscomp.MemoizedScopeCreator,7,2,23,2,5,2,0,1,3,14.857142857142858,95,4.523809523809524,0 +com.google.javascript.jscomp.GatherRawExports,4,3,19,1,7,4,0,3,1,13.5,25,1.25,0 +com.google.javascript.jscomp.ExpressionDecomposer,26,6,217,0,24,11,0,4,27,19.0,974,4.407239819004525,0 +com.google.javascript.jscomp.JSModuleGraph,15,3,136,0,25,12,2,3,19,18.133333333333333,675,4.411764705882353,0 +com.google.javascript.jscomp.InlineFunctions,19,9,298,1,22,11,0,4,33,20.68421052631579,549,1.5292479108635098,1 +com.google.javascript.jscomp.ShadowVariables,1,7,68,1,4,1,0,0,3,7.0,115,1.3218390804597702,0 +com.google.javascript.jscomp.GlobalNamespace,18,9,210,2,6,1,0,1,42,12.72222222222222,1431,3.222972972972973,1 +com.google.javascript.jscomp.ClosureOptimizePrimitives,3,1,34,1,13,4,0,3,6,18.0,80,2.2222222222222223,0 +com.google.javascript.jscomp.FunctionTypeBuilder,20,32,228,0,29,14,0,4,27,17.2,672,2.042553191489361,1 +com.google.javascript.jscomp.DotFormatter,12,8,93,0,22,6,1,2,8,9.5,239,2.463917525773196,0 +com.google.javascript.jscomp.CrossModuleCodeMotion,8,5,113,1,20,8,0,10,12,13.125,227,1.6814814814814816,0 com.google.javascript.jscomp.JSSourceFile,10,2,20,1,1,0,1,1,1,10.6,36,3.0,0 -com.google.javascript.jscomp.ComposeWarningsGuard,8,6,33,0,12,4,0,3,3,10.0,96,1.6551724137931034,0 -com.google.javascript.jscomp.GuardComparator,1,2,7,2,4,1,0,2,0,7.0,0,0.0,0 +com.google.javascript.jscomp.ComposeWarningsGuard,8,6,33,0,8,4,0,3,3,10.0,96,1.6551724137931034,0 com.google.javascript.jscomp.VariableReferenceCheck,2,6,49,1,1,0,0,0,3,10.0,113,2.092592592592593,0 -com.google.javascript.jscomp.ReferenceCheckingBehavior,2,0,42,1,47,16,0,0,2,11.0,62,1.24,0 -com.google.javascript.jscomp.ReplaceMessages,8,3,100,0,20,6,1,4,7,19.0,432,4.595744680851064,0 +com.google.javascript.jscomp.ReplaceMessages,8,3,100,0,14,6,1,4,7,19.0,432,4.595744680851064,0 com.google.javascript.jscomp.CleanupPasses,4,4,16,0,4,0,0,1,2,16.25,56,2.5454545454545454,0 -com.google.javascript.jscomp.MemoizedScopeCleanupPass,2,1,13,1,10,4,0,0,1,10.0,39,3.5454545454545454,0 com.google.javascript.jscomp.InlineVariables,2,4,244,1,5,0,0,3,24,11.5,506,2.219298245614035,1 -com.google.javascript.jscomp.IdentifyConstants,1,0,2,1,1,0,0,1,1,5.0,43,43.0,0 -com.google.javascript.jscomp.IdentifyLocals,1,0,2,1,1,0,0,1,1,5.0,4,4.0,0 -com.google.javascript.jscomp.AliasCandidate,0,2,0,0,0,0,0,0,0,0.0,0,0.0,0 -com.google.javascript.jscomp.InliningBehavior,22,2,239,1,35,11,0,7,21,19.13636363636364,354,1.6465116279069767,0 -com.google.javascript.jscomp.ProcessCommonJSModules,6,8,115,1,9,1,0,1,11,12.833333333333334,212,2.6835443037974684,1 -com.google.javascript.jscomp.ProcessCommonJsModulesCallback,6,2,81,0,11,3,0,1,6,17.166666666666668,73,1.738095238095238,0 -com.google.javascript.jscomp.SuffixVarsCallback,1,2,12,0,14,4,0,1,1,5.0,13,0.8666666666666667,0 -com.google.javascript.jscomp.SanityCheck,5,4,32,1,12,3,0,2,4,17.0,91,2.935483870967742,0 -com.google.javascript.jscomp.SuppressDocWarningsGuard,2,2,17,0,25,10,0,2,3,8.0,31,1.0689655172413792,0 -com.google.javascript.jscomp.PeepholeSubstituteAlternateSyntax,47,10,634,0,94,20,0,19,37,20.148936170212767,981,1.4469026548672566,1 -com.google.javascript.jscomp.AstChangeProxy,6,1,24,0,19,4,0,1,9,13.666666666666666,74,2.642857142857143,0 -com.google.javascript.jscomp.DiagnosticGroupWarningsGuard,4,3,10,0,8,3,0,2,1,7.0,13,1.0,0 +com.google.javascript.jscomp.ProcessCommonJSModules,6,8,115,1,8,1,0,1,11,12.833333333333334,212,2.6835443037974684,1 +com.google.javascript.jscomp.SanityCheck,5,4,32,1,9,3,0,2,4,17.0,91,2.935483870967742,0 +com.google.javascript.jscomp.SuppressDocWarningsGuard,2,2,17,0,15,10,0,2,3,8.0,31,1.0689655172413792,0 +com.google.javascript.jscomp.PeepholeSubstituteAlternateSyntax,47,10,634,0,73,20,0,19,37,20.148936170212767,981,1.4469026548672566,1 +com.google.javascript.jscomp.AstChangeProxy,6,1,24,0,14,4,0,1,9,13.666666666666666,74,2.642857142857143,0 +com.google.javascript.jscomp.DiagnosticGroupWarningsGuard,4,3,10,0,5,3,0,2,1,7.0,13,1.0,0 com.google.javascript.jscomp.JqueryCodingConvention,3,3,15,0,2,0,0,1,1,17.666666666666668,8,1.1428571428571428,0 -com.google.javascript.jscomp.InferJSDocInfo,5,2,58,1,39,12,0,4,3,15.8,190,2.8358208955223883,0 -com.google.javascript.jscomp.SpecializeModule,8,5,125,1,16,4,0,1,32,26.625,1470,10.425531914893616,0 -com.google.javascript.jscomp.NodeMatcher,3,0,10,0,8,2,0,1,4,10.0,117,13.0,0 -com.google.javascript.jscomp.OriginalFunctionInformation,4,4,22,0,8,1,0,1,5,22.75,139,7.722222222222222,0 -com.google.javascript.jscomp.SpecializationState,11,5,31,0,14,4,0,5,14,22.363636363636363,453,10.295454545454543,0 -com.google.javascript.jscomp.SideEffectsAnalysis,9,4,92,1,20,6,0,9,42,17.77777777777778,1355,7.923976608187134,0 -com.google.javascript.jscomp.AbstractMotionEnvironment,1,0,1,0,0,0,0,0,2,20.0,87,0.0,0 -com.google.javascript.jscomp.IntraproceduralMotionEnvironment,1,0,1,0,1,0,0,1,2,20.0,73,73.0,0 -com.google.javascript.jscomp.CrossModuleMotionEnvironment,1,0,1,0,1,0,0,1,2,20.0,84,84.0,0 -com.google.javascript.jscomp.RawMotionEnvironment,1,1,1,0,1,0,0,1,1,20.0,32,16.0,0 -com.google.javascript.jscomp.LocationSummary,2,2,2,0,1,0,0,1,0,9.0,0,0.0,0 -com.google.javascript.jscomp.LocationAbstraction,3,0,8,0,5,1,0,1,4,21.666666666666668,83,16.6,0 -com.google.javascript.jscomp.DegenerateLocationAbstraction,4,2,5,0,5,1,0,2,1,17.75,51,2.6842105263157894,0 -com.google.javascript.jscomp.DegenerateEffectLocation,3,0,3,1,5,1,0,2,0,9.666666666666666,0,0.0,0 -com.google.javascript.jscomp.VisibilityLocationAbstraction,7,9,30,0,16,4,0,2,10,21.571428571428573,289,5.452830188679245,0 -com.google.javascript.jscomp.VisibilityBasedEffectLocation,3,1,5,1,2,0,0,1,1,9.666666666666666,41,6.833333333333333,0 -com.google.javascript.jscomp.VariableUseDeclarationMap,2,2,12,0,7,2,0,1,3,17.0,78,7.8,0 -com.google.javascript.jscomp.AmbiguateProperties,10,13,195,1,30,8,0,3,26,15.3,543,2.7989690721649483,1 -com.google.javascript.jscomp.PropertyGraph,5,1,12,1,3,1,0,1,0,11.0,0,0.0,0 -com.google.javascript.jscomp.PropertySubGraph,2,1,5,1,1,0,0,1,4,11.0,80,40.0,0 -com.google.javascript.jscomp.PropertyGraphNode,3,2,3,1,1,0,0,1,0,11.333333333333334,0,0.0,0 -com.google.javascript.jscomp.ProcessExterns,1,0,10,0,7,1,0,0,1,5.0,8,1.1428571428571428,0 -com.google.javascript.jscomp.ProcessProperties,3,0,25,0,16,3,0,1,2,12.333333333333334,44,2.0,0 -com.google.javascript.jscomp.Property,2,5,15,0,14,4,0,2,2,11.0,15,0.5769230769230769,0 -com.google.javascript.jscomp.JSTypeBitSet,1,1,9,0,5,1,0,1,1,8.0,5,0.7142857142857143,0 -com.google.javascript.jscomp.Bind,1,3,3,0,4,1,0,2,1,22.0,10,1.4285714285714286,0 +com.google.javascript.jscomp.InferJSDocInfo,5,2,58,1,27,12,0,4,3,15.8,190,2.8358208955223883,0 +com.google.javascript.jscomp.SpecializeModule,8,5,125,1,13,4,0,1,32,26.625,1470,10.425531914893616,0 +com.google.javascript.jscomp.SideEffectsAnalysis,9,4,92,1,14,6,0,9,42,17.77777777777778,1355,7.923976608187134,0 +com.google.javascript.jscomp.AmbiguateProperties,10,13,195,1,22,8,0,3,26,15.3,543,2.7989690721649483,1 +com.google.javascript.jscomp.Bind,1,3,3,0,3,1,0,2,1,22.0,10,1.4285714285714286,0 com.google.javascript.jscomp.SubclassRelationship,0,3,2,0,0,0,0,0,0,0.0,0,0.0,0 com.google.javascript.jscomp.DelegateRelationship,0,2,0,0,0,0,0,0,3,0.0,60,30.0,0 com.google.javascript.jscomp.ObjectLiteralCast,0,3,0,0,0,0,0,0,4,0.0,26,8.666666666666666,0 com.google.javascript.jscomp.AssertionFunctionSpec,3,2,4,0,1,1,0,1,4,15.333333333333334,78,13.0,0 -com.google.javascript.jscomp.SourceFile,30,7,90,2,29,7,1,5,22,11.133333333333333,473,3.354609929078014,1 -com.google.javascript.jscomp.Builder,8,2,13,0,2,0,1,1,3,14.875,47,4.7,0 -com.google.javascript.jscomp.Preloaded,0,1,0,0,0,0,0,0,1,0.0,9,3.0,0 -com.google.javascript.jscomp.Generated,2,2,3,0,5,1,1,1,1,12.0,14,1.5555555555555556,0 -com.google.javascript.jscomp.OnDisk,5,3,13,0,5,1,1,2,4,11.4,109,5.7368421052631575,0 -com.google.javascript.jscomp.LineNumberCheck,4,3,13,2,8,3,0,1,1,10.25,26,1.5294117647058822,0 -com.google.javascript.jscomp.OptimizeCalls,2,2,6,1,6,2,0,1,1,7.0,36,4.0,0 -com.google.javascript.jscomp.CrossModuleMethodMotion,2,8,53,1,33,10,0,0,6,9.0,88,2.046511627906977,1 -com.google.javascript.jscomp.IdGenerator,2,2,0,1,1,0,0,1,3,11.5,30,15.0,0 -com.google.javascript.jscomp.Compiler,155,54,740,0,71,19,1,6,102,14.870967741935484,1625,1.9162735849056605,1 -com.google.javascript.jscomp.CodeBuilder,7,3,15,0,11,2,0,1,8,8.857142857142858,92,5.411764705882353,0 -com.google.javascript.jscomp.IntermediateState,0,10,0,1,0,0,0,0,1,0.0,82,0.0,0 -com.google.javascript.jscomp.NodeNameExtractor,1,2,27,0,24,5,0,11,2,7.0,101,4.04,0 -com.google.javascript.jscomp.TypedCodeGenerator,5,0,104,0,55,15,0,6,3,16.4,41,0.4141414141414141,0 +com.google.javascript.jscomp.SourceFile,30,7,90,2,20,7,1,5,22,11.133333333333333,473,3.354609929078014,1 +com.google.javascript.jscomp.LineNumberCheck,4,3,13,2,5,3,0,1,1,10.25,26,1.5294117647058822,0 +com.google.javascript.jscomp.OptimizeCalls,2,2,6,1,4,2,0,1,1,7.0,36,4.0,0 +com.google.javascript.jscomp.CrossModuleMethodMotion,2,8,53,1,23,10,0,0,6,9.0,88,2.046511627906977,1 +com.google.javascript.jscomp.Compiler,155,54,740,0,53,19,1,6,102,14.870967741935484,1625,1.9162735849056605,1 +com.google.javascript.jscomp.NodeNameExtractor,1,2,27,0,18,5,0,11,2,7.0,101,4.04,0 +com.google.javascript.jscomp.TypedCodeGenerator,5,0,104,0,40,15,0,6,3,16.4,41,0.4141414141414141,0 com.google.javascript.jscomp.TypeInferencePass,4,6,27,1,5,0,0,1,3,10.25,54,2.4545454545454546,0 -com.google.javascript.jscomp.FirstScopeBuildingCallback,2,0,3,0,1,0,0,0,0,7.5,0,0.0,0 -com.google.javascript.jscomp.SecondScopeBuildingCallback,2,0,5,0,1,0,0,0,0,7.5,0,0.0,0 com.google.javascript.jscomp.SyntheticAst,5,4,9,1,3,0,0,1,1,10.8,13,1.3,0 -com.google.javascript.jscomp.CombinedCompilerPass,7,2,28,2,5,1,0,1,8,9.428571428571429,288,6.0,0 -com.google.javascript.jscomp.CallbackWrapper,5,3,8,0,6,2,0,1,5,17.0,132,6.0,0 -com.google.javascript.jscomp.RuntimeTypeCheck,3,3,132,1,4,1,0,1,7,10.333333333333334,343,3.035398230088496,1 -com.google.javascript.jscomp.AddMarkers,6,1,41,0,10,3,0,3,2,17.0,125,3.90625,0 -com.google.javascript.jscomp.AddChecks,5,0,67,0,21,5,0,5,4,13.8,152,2.4516129032258065,0 -com.google.javascript.jscomp.VariableMap,14,3,58,0,11,3,1,2,13,11.571428571428571,160,2.711864406779661,0 -com.google.javascript.jscomp.MustBeReachingVariableDef,12,3,124,0,53,16,0,8,8,14.833333333333334,316,2.065359477124183,1 -com.google.javascript.jscomp.Definition,1,3,2,0,4,1,0,2,1,6.0,51,10.2,0 -com.google.javascript.jscomp.MustDef,1,1,7,1,1,0,0,1,2,6.0,80,11.428571428571429,0 -com.google.javascript.jscomp.MustDefJoin,1,0,16,0,21,6,0,1,0,5.0,0,0.0,0 +com.google.javascript.jscomp.CombinedCompilerPass,7,2,28,2,3,1,0,1,8,9.428571428571429,288,6.0,0 +com.google.javascript.jscomp.RuntimeTypeCheck,3,3,132,1,3,1,0,1,7,10.333333333333334,343,3.035398230088496,1 +com.google.javascript.jscomp.VariableMap,14,3,58,0,10,3,1,2,13,11.571428571428571,160,2.711864406779661,0 +com.google.javascript.jscomp.MustBeReachingVariableDef,12,3,124,0,39,16,0,8,8,14.833333333333334,316,2.065359477124183,1 com.google.javascript.jscomp.StripCode,2,8,138,1,1,0,0,0,21,13.5,950,5.900621118012422,0 -com.google.javascript.jscomp.Strip,18,0,128,0,27,6,0,5,18,26.33333333333333,828,5.411764705882353,0 com.google.javascript.jscomp.TransformAMDToCJSModule,3,6,117,1,1,0,0,1,10,16.0,168,1.6153846153846154,0 -com.google.javascript.jscomp.TransformAMDModulesCallback,6,0,93,0,36,9,0,6,6,18.5,113,1.2555555555555555,0 -com.google.javascript.jscomp.DefineCallbackReturnCallback,1,0,12,0,4,1,0,0,1,5.0,14,3.5,0 -com.google.javascript.jscomp.RenameCallback,1,2,6,0,4,1,0,0,1,5.0,2,0.3333333333333333,0 -com.google.javascript.jscomp.PeepholeCollectPropertyAssignments,9,0,96,0,29,9,0,7,1,17.555555555555557,43,0.3257575757575757,0 +com.google.javascript.jscomp.PeepholeCollectPropertyAssignments,9,0,96,0,20,9,0,7,1,17.555555555555557,43,0.3257575757575757,0 com.google.javascript.jscomp.CheckProvides,2,4,36,1,1,0,0,0,1,10.0,8,0.1860465116279069,0 -com.google.javascript.jscomp.CheckProvidesCallback,3,3,31,0,15,5,0,0,0,12.333333333333334,0,0.0,0 -com.google.javascript.jscomp.ScopedAliases,2,11,161,1,21,6,0,0,4,10.0,82,0.5,1 -com.google.javascript.jscomp.AliasedNode,1,2,4,1,1,0,0,0,0,10.0,0,0.0,0 -com.google.javascript.jscomp.AliasedTypeNode,1,3,8,1,2,0,0,0,0,10.0,0,0.0,0 -com.google.javascript.jscomp.Traversal,16,8,118,1,40,14,0,2,2,13.8125,35,0.2671755725190839,0 +com.google.javascript.jscomp.ScopedAliases,2,11,161,1,14,6,0,0,4,10.0,82,0.5,1 com.google.javascript.jscomp.JsMessage,14,11,76,0,7,5,0,3,37,8.285714285714286,877,4.022935779816514,0 -com.google.javascript.jscomp.PlaceholderReference,7,1,13,1,1,0,0,1,1,7.428571428571429,9,1.125,0 -com.google.javascript.jscomp.Builder,15,8,38,0,14,6,0,1,14,11.133333333333333,174,3.702127659574468,0 -com.google.javascript.jscomp.Hash,6,2,12,0,70,1,0,2,8,6.166666666666667,316,2.771929824561404,0 -com.google.javascript.jscomp.ConcreteType,22,5,188,1,14,4,0,3,69,12.136363636363637,1130,4.934497816593886,0 -com.google.javascript.jscomp.TypeFilter,1,1,0,0,0,0,0,0,2,6.0,41,41.0,0 -com.google.javascript.jscomp.ConcreteNoneType,4,0,1,0,1,0,0,1,1,9.0,6,1.5,0 -com.google.javascript.jscomp.ConcreteFunctionType,14,9,68,0,21,5,0,2,16,12.642857142857142,284,5.071428571428571,0 -com.google.javascript.jscomp.ConcreteInstanceType,9,4,23,0,11,3,0,4,11,15.0,169,4.970588235294118,0 -com.google.javascript.jscomp.ConcreteUnionType,8,1,39,0,22,5,0,6,2,9.125,48,0.979591836734694,0 -com.google.javascript.jscomp.ConcreteAll,4,0,1,0,1,0,0,1,1,8.75,7,1.75,0 -com.google.javascript.jscomp.ConcreteUniqueType,3,1,5,0,1,0,0,1,1,7.333333333333333,60,12.0,0 -com.google.javascript.jscomp.GatherSideEffectSubexpressionsCallback,7,3,95,1,25,7,0,7,15,17.0,374,3.8958333333333335,0 -com.google.javascript.jscomp.GetReplacementSideEffectSubexpressions,5,2,41,1,13,4,0,1,2,26.8,48,1.2972972972972974,0 +com.google.javascript.jscomp.ConcreteType,22,5,188,1,9,4,0,3,69,12.136363636363637,1130,4.934497816593886,0 +com.google.javascript.jscomp.GatherSideEffectSubexpressionsCallback,7,3,95,1,16,7,0,7,15,17.0,374,3.8958333333333335,0 com.google.javascript.jscomp.NodeIterators,0,0,59,0,0,0,0,0,10,0.0,228,2.85,0 -com.google.javascript.jscomp.FunctionlessLocalScope,6,1,29,1,20,5,0,4,5,8.833333333333334,70,2.121212121212121,0 -com.google.javascript.jscomp.LocalVarMotion,6,4,36,1,32,10,0,5,4,8.0,136,2.893617021276596,0 -com.google.javascript.jscomp.PureFunctionIdentifier,9,8,297,1,41,13,0,7,37,15.444444444444445,652,1.5523809523809524,1 -com.google.javascript.jscomp.FunctionAnalyzer,13,1,128,1,50,15,0,4,10,17.384615384615383,153,0.9386503067484664,0 -com.google.javascript.jscomp.SideEffectPropagationCallback,1,0,25,1,32,10,0,1,1,12.0,9,0.28125,0 -com.google.javascript.jscomp.FunctionInformation,19,12,29,0,19,6,0,1,18,14.789473684210526,167,3.34,0 -com.google.javascript.jscomp.Driver,1,3,7,1,14,2,0,0,1,7.0,14,0.8235294117647058,0 -com.google.javascript.jscomp.CallGraph,21,9,117,1,23,7,0,3,43,20.666666666666668,1378,6.530805687203792,0 -com.google.javascript.jscomp.Function,10,5,17,0,9,2,0,2,9,18.1,181,4.7631578947368425,0 -com.google.javascript.jscomp.Callsite,6,5,8,0,9,2,0,2,4,16.166666666666668,162,8.526315789473685,0 -com.google.javascript.jscomp.LoggerErrorManager,2,2,18,0,7,3,0,0,3,9.5,45,2.8125,0 -com.google.javascript.jscomp.CheckAccessControls,24,20,251,2,37,14,0,5,19,19.041666666666668,488,2.076595744680851,1 -com.google.javascript.jscomp.NameAnalyzer,25,17,534,1,63,14,0,9,88,16.8,2034,3.153488372093024,1 -com.google.javascript.jscomp.AliasSet,0,1,3,0,0,0,0,0,1,0.0,53,26.5,0 -com.google.javascript.jscomp.ReferencePropagationCallback,1,0,1,1,6,1,0,2,1,12.0,5,0.8333333333333334,0 -com.google.javascript.jscomp.NameInformation,0,7,0,0,0,0,0,0,8,0.0,81,0.0,0 -com.google.javascript.jscomp.JsName,2,6,15,1,12,3,0,1,8,8.5,62,4.769230769230769,0 -com.google.javascript.jscomp.JsNameRefNode,2,3,13,1,13,1,0,1,5,5.0,92,5.411764705882353,0 -com.google.javascript.jscomp.PrototypeSetNode,1,0,11,0,5,1,0,0,2,6.0,32,4.571428571428571,0 -com.google.javascript.jscomp.SpecialReferenceNode,3,2,5,1,1,1,0,1,4,7.333333333333333,28,5.6,0 -com.google.javascript.jscomp.ClassDefiningFunctionNode,1,0,12,0,6,1,0,0,2,6.0,34,4.25,0 -com.google.javascript.jscomp.InstanceOfCheckNode,1,0,10,0,1,0,0,0,2,6.0,26,6.5,0 -com.google.javascript.jscomp.ProcessExternals,1,0,8,0,10,3,0,0,1,5.0,11,1.1,0 -com.google.javascript.jscomp.FindDependencyScopes,4,0,41,0,20,7,0,1,2,12.5,150,3.191489361702128,0 -com.google.javascript.jscomp.HoistVariableAndFunctionDeclarations,1,0,11,0,8,2,0,0,1,5.0,32,4.0,0 -com.google.javascript.jscomp.FindDeclarationsAndSetters,4,0,41,0,30,11,0,2,4,13.75,117,2.294117647058824,0 -com.google.javascript.jscomp.FindReferences,9,1,115,1,41,15,0,4,4,16.555555555555557,126,0.9064748201438848,0 -com.google.javascript.jscomp.NodeAccumulator,4,0,15,1,7,2,0,1,1,27.0,15,1.3636363636363635,0 -com.google.javascript.jscomp.RemoveListener,1,0,2,1,1,0,0,0,0,11.0,0,0.0,0 -com.google.javascript.jscomp.PerformanceTracker,9,10,106,0,64,6,0,1,7,15.11111111111111,70,0.4347826086956521,0 -com.google.javascript.jscomp.Stats,0,8,0,0,0,0,0,0,0,0.0,0,0.0,0 -com.google.javascript.jscomp.CmpEntries,1,0,3,1,1,0,0,1,0,7.0,0,0.0,0 -com.google.javascript.jscomp.CodeSizeEstimatePrinter,4,5,8,0,11,2,0,2,1,9.75,15,0.5357142857142857,0 -com.google.javascript.jscomp.SimpleFunctionAliasAnalysis,4,2,30,0,12,4,0,1,5,14.5,109,3.7586206896551726,0 -com.google.javascript.jscomp.CheckMissingGetCssName,6,6,37,1,14,5,0,4,4,14.833333333333334,76,2.303030303030303,0 +com.google.javascript.jscomp.PureFunctionIdentifier,9,8,297,1,27,13,0,7,37,15.444444444444445,652,1.5523809523809524,1 +com.google.javascript.jscomp.CallGraph,21,9,117,1,13,7,0,3,43,20.666666666666668,1378,6.530805687203792,0 +com.google.javascript.jscomp.LoggerErrorManager,2,2,18,0,6,3,0,0,3,9.5,45,2.8125,0 +com.google.javascript.jscomp.CheckAccessControls,24,20,251,2,23,14,0,5,19,19.041666666666668,488,2.076595744680851,1 +com.google.javascript.jscomp.NameAnalyzer,25,17,534,1,44,14,0,9,88,16.8,2034,3.153488372093024,1 +com.google.javascript.jscomp.PerformanceTracker,9,10,106,0,61,6,0,1,7,15.11111111111111,70,0.4347826086956521,0 +com.google.javascript.jscomp.SimpleFunctionAliasAnalysis,4,2,30,0,8,4,0,1,5,14.5,109,3.7586206896551726,0 +com.google.javascript.jscomp.CheckMissingGetCssName,6,6,37,1,9,5,0,4,4,14.833333333333334,76,2.303030303030303,0 com.google.javascript.jscomp.ByPart,2,0,2,1,1,0,0,1,0,5.5,0,0.0,0 com.google.javascript.jscomp.ByWhole,2,0,2,1,1,0,0,1,0,5.5,0,0.0,0 com.google.javascript.jscomp.ErrorPass,1,2,3,1,1,0,0,0,1,7.0,8,2.0,0 -com.google.javascript.jscomp.SourceInformationAnnotator,2,2,20,0,18,4,0,0,1,10.0,70,3.0434782608695654,0 -com.google.javascript.jscomp.MoveFunctionDeclarations,3,2,22,2,12,3,0,1,1,8.666666666666666,66,3.142857142857143,0 -com.google.javascript.jscomp.StrictWarningsGuard,2,2,5,0,4,2,0,2,1,8.0,13,2.6,0 -com.google.javascript.jscomp.NameReferenceGraphConstruction,7,5,222,1,11,4,0,2,13,17.0,209,0.8326693227091634,0 -com.google.javascript.jscomp.Traversal,20,1,202,1,44,12,0,6,8,19.25,130,0.6280193236714976,0 -com.google.javascript.jscomp.NameUse,0,2,0,0,0,0,0,0,0,0.0,0,0.0,0 -com.google.javascript.jscomp.ExportTestFunctions,4,4,53,1,7,1,0,1,4,18.75,139,3.3095238095238093,0 -com.google.javascript.jscomp.ExportTestFunctionsNodes,2,0,25,0,22,9,0,2,1,13.0,31,1.1923076923076923,0 +com.google.javascript.jscomp.SourceInformationAnnotator,2,2,20,0,14,4,0,0,1,10.0,70,3.0434782608695654,0 +com.google.javascript.jscomp.MoveFunctionDeclarations,3,2,22,2,9,3,0,1,1,8.666666666666666,66,3.142857142857143,0 +com.google.javascript.jscomp.StrictWarningsGuard,2,2,5,0,3,2,0,2,1,8.0,13,2.6,0 +com.google.javascript.jscomp.NameReferenceGraphConstruction,7,5,222,1,8,4,0,2,13,17.0,209,0.8326693227091634,0 +com.google.javascript.jscomp.ExportTestFunctions,4,4,53,1,6,1,0,1,4,18.75,139,3.3095238095238093,0 com.google.javascript.jscomp.AstValidator,64,1,390,1,38,3,0,18,1,17.296875,18,0.0441176470588235,0 -com.google.javascript.jscomp.ChainCalls,1,6,45,1,9,1,0,0,4,7.0,39,0.6,0 -com.google.javascript.jscomp.GatherFunctions,4,0,17,1,7,2,0,1,1,9.5,7,0.875,0 -com.google.javascript.jscomp.GatherCallSites,1,0,23,0,42,14,0,12,1,5.0,19,0.4523809523809524,0 -com.google.javascript.jscomp.CallSite,0,5,0,0,0,0,0,0,1,0.0,6,1.2,0 -com.google.javascript.jscomp.InlineSimpleMethods,12,2,73,0,10,3,0,4,13,17.0,313,3.771084337349397,0 -com.google.javascript.jscomp.InlineTrivialAccessors,1,0,24,0,26,8,0,2,1,5.0,20,0.7692307692307693,0 -com.google.javascript.jscomp.MaybeReachingVariableUse,9,2,73,0,46,9,0,7,7,15.555555555555555,349,4.204819277108434,1 -com.google.javascript.jscomp.ReachingUses,2,1,5,1,1,0,0,1,2,7.0,130,32.5,0 -com.google.javascript.jscomp.ReachingUsesJoinOp,1,0,2,1,4,1,0,1,1,5.0,37,9.25,0 -com.google.javascript.jscomp.PeepholeReplaceKnownMethods,17,2,297,0,78,18,0,13,17,19.352941176470587,195,0.4936708860759494,1 -com.google.javascript.jscomp.DevirtualizePrototypeMethods,13,2,141,2,36,11,0,12,10,16.923076923076923,398,2.689189189189189,1 -com.google.javascript.jscomp.TightenTypes,19,8,530,2,74,12,0,6,53,17.05263157894737,1102,2.010948905109489,0 -com.google.javascript.jscomp.ConcreteScope,13,3,31,1,8,2,0,3,8,11.153846153846152,98,3.161290322580645,0 -com.google.javascript.jscomp.ConcreteSlot,8,3,10,1,2,0,0,1,5,10.625,57,4.75,0 -com.google.javascript.jscomp.Assignment,0,2,2,0,0,0,0,0,1,0.0,12,3.0,0 -com.google.javascript.jscomp.VariableAssignAction,1,2,5,1,1,0,0,1,1,14.0,9,1.8,0 -com.google.javascript.jscomp.PropertyAssignAction,1,3,11,1,4,1,0,1,2,14.0,51,5.1,0 -com.google.javascript.jscomp.FunctionCallBuilder,4,5,2,0,5,1,0,2,3,11.25,39,2.6,0 -com.google.javascript.jscomp.ExternFunctionCall,1,3,3,1,1,0,0,1,1,14.0,35,8.75,0 -com.google.javascript.jscomp.FunctionCall,1,4,14,1,20,6,0,1,2,14.0,31,1.24,0 -com.google.javascript.jscomp.NativeCallFunctionCall,1,3,13,1,7,3,0,1,1,14.0,8,0.7272727272727273,0 -com.google.javascript.jscomp.CreateScope,11,2,227,0,87,24,0,4,5,19.454545454545453,78,0.4262295081967213,0 -com.google.javascript.jscomp.ConcreteJSTypePair,4,3,8,0,6,2,0,2,1,10.75,22,1.375,0 +com.google.javascript.jscomp.ChainCalls,1,6,45,1,8,1,0,0,4,7.0,39,0.6,0 +com.google.javascript.jscomp.InlineSimpleMethods,12,2,73,0,7,3,0,4,13,17.0,313,3.771084337349397,0 +com.google.javascript.jscomp.MaybeReachingVariableUse,9,2,73,0,35,9,0,7,7,15.555555555555555,349,4.204819277108434,1 +com.google.javascript.jscomp.PeepholeReplaceKnownMethods,17,2,297,0,56,18,0,13,17,19.352941176470587,195,0.4936708860759494,1 +com.google.javascript.jscomp.DevirtualizePrototypeMethods,13,2,141,2,24,11,0,12,10,16.923076923076923,398,2.689189189189189,1 +com.google.javascript.jscomp.TightenTypes,19,8,530,2,60,12,0,6,53,17.05263157894737,1102,2.010948905109489,0 com.google.javascript.jscomp.CreateSyntheticBlocks,5,8,53,1,8,2,0,2,8,12.4,93,1.55,0 -com.google.javascript.jscomp.Marker,0,2,0,0,0,0,0,0,0,0.0,0,0.0,0 -com.google.javascript.jscomp.Callback,1,0,24,0,27,7,0,7,0,5.0,0,0.0,0 -com.google.javascript.jscomp.NodeTraversal,36,12,167,0,17,3,0,3,49,12.805555555555555,729,3.796875,1 -com.google.javascript.jscomp.AbstractPostOrderCallback,1,0,1,1,1,0,0,1,1,14.0,9,9.0,0 -com.google.javascript.jscomp.AbstractScopedCallback,3,0,3,1,1,0,0,1,1,11.0,10,10.0,0 -com.google.javascript.jscomp.AbstractShallowCallback,1,0,3,1,1,0,0,1,1,14.0,12,12.0,0 -com.google.javascript.jscomp.AbstractShallowStatementCallback,1,0,3,1,1,0,0,1,1,14.0,17,17.0,0 -com.google.javascript.jscomp.AbstractNodeTypePruningCallback,1,2,3,1,1,0,0,1,3,14.0,50,12.5,0 -com.google.javascript.jscomp.PhaseOptimizer,14,17,67,1,16,4,0,1,19,11.714285714285714,304,2.235294117647059,0 -com.google.javascript.jscomp.NamedPass,1,2,7,1,4,0,0,0,1,7.0,4,0.6666666666666666,0 -com.google.javascript.jscomp.Loop,5,2,30,1,43,10,0,2,4,12.2,49,0.8032786885245902,0 -com.google.javascript.jscomp.ProgressRange,0,2,0,0,0,0,0,0,0,0.0,0,0.0,0 -com.google.javascript.jscomp.CheckMissingReturn,8,5,45,1,13,4,0,5,6,14.125,130,2.888888888888889,0 -com.google.javascript.jscomp.CheckDebuggerStatement,2,2,6,1,3,1,0,0,1,6.0,40,8.0,0 +com.google.javascript.jscomp.NodeTraversal,36,12,167,0,15,3,0,3,49,12.805555555555555,729,3.796875,1 +com.google.javascript.jscomp.PhaseOptimizer,14,17,67,1,12,4,0,1,19,11.714285714285714,304,2.235294117647059,0 +com.google.javascript.jscomp.CheckMissingReturn,8,5,45,1,9,4,0,5,6,14.125,130,2.888888888888889,0 +com.google.javascript.jscomp.CheckDebuggerStatement,2,2,6,1,2,1,0,0,1,6.0,40,8.0,0 com.google.javascript.jscomp.InlineCostEstimator,2,2,11,0,2,0,0,1,5,7.0,71,4.733333333333333,1 -com.google.javascript.jscomp.CompiledSizeEstimator,7,4,7,0,5,1,0,1,2,9.857142857142858,37,3.083333333333333,0 com.google.javascript.jscomp.IgnoreCajaProperties,1,2,33,1,1,0,0,0,1,7.0,77,5.133333333333334,0 -com.google.javascript.jscomp.Traversal,1,0,32,0,12,2,0,0,0,5.0,0,0.0,0 -com.google.javascript.jscomp.AnonymousFunctionNamingCallback,2,1,29,0,13,5,0,0,5,14.5,97,3.730769230769231,0 -com.google.javascript.jscomp.AliasStrings,9,11,86,1,29,8,0,3,17,18.444444444444443,451,3.608,0 -com.google.javascript.jscomp.StringOccurrence,0,2,0,0,0,0,0,0,1,0.0,12,6.0,0 -com.google.javascript.jscomp.StringInfo,2,9,19,0,26,6,0,2,3,19.5,160,4.848484848484849,0 -com.google.javascript.jscomp.DisambiguateProperties,10,7,350,1,23,5,0,1,47,17.0,1007,2.352803738317757,1 -com.google.javascript.jscomp.Warnings,0,1,1,0,0,0,0,0,0,0.0,0,0.0,0 -com.google.javascript.jscomp.Property,8,6,40,0,20,7,0,2,14,11.875,264,4.47457627118644,0 -com.google.javascript.jscomp.AbstractScopingCallback,4,1,11,1,5,1,0,1,2,10.25,18,2.25,0 -com.google.javascript.jscomp.FindExternProperties,1,0,15,0,11,3,0,0,1,5.0,23,2.090909090909091,0 -com.google.javascript.jscomp.FindRenameableProperties,5,0,64,0,20,7,0,4,4,13.4,85,1.2686567164179106,0 -com.google.javascript.jscomp.JSTypeSystem,13,2,104,1,34,11,0,5,1,18.46153846153846,5,0.043859649122807,0 -com.google.javascript.jscomp.ConcreteTypeSystem,14,5,70,1,19,7,0,5,2,17.5,38,0.5135135135135135,0 +com.google.javascript.jscomp.AnonymousFunctionNamingCallback,2,1,29,0,9,5,0,0,5,14.5,97,3.730769230769231,0 +com.google.javascript.jscomp.AliasStrings,9,11,86,1,20,8,0,3,17,18.444444444444443,451,3.608,0 +com.google.javascript.jscomp.DisambiguateProperties,10,7,350,1,15,5,0,1,47,17.0,1007,2.352803738317757,1 com.google.javascript.jscomp.CollapseAnonymousFunctions,1,1,39,1,1,0,0,0,1,7.0,42,1.2727272727272727,0 -com.google.javascript.jscomp.Callback,3,0,35,0,17,4,0,3,0,12.0,0,0.0,0 -com.google.javascript.jscomp.WhitelistWarningsGuard,11,3,76,0,12,3,1,2,17,15.363636363636363,326,4.465753424657534,0 -com.google.javascript.jscomp.WhitelistBuilder,7,4,34,1,20,6,1,1,6,13.0,65,2.1666666666666665,0 -com.google.javascript.jscomp.AstParallelizer,6,7,43,0,18,3,0,4,6,16.666666666666668,250,4.716981132075472,0 -com.google.javascript.jscomp.DetachPoint,1,3,10,0,9,2,0,0,1,8.0,62,5.166666666666667,0 -com.google.javascript.jscomp.DefinitionsRemover,2,0,77,0,24,8,0,8,18,14.5,245,2.355769230769231,0 -com.google.javascript.jscomp.Definition,5,1,5,0,5,1,0,1,5,9.0,108,15.428571428571429,0 -com.google.javascript.jscomp.IncompleteDefinition,2,2,9,0,1,0,0,1,1,9.0,12,2.0,0 -com.google.javascript.jscomp.UnknownDefinition,1,0,1,0,1,0,0,0,1,13.0,4,2.0,0 -com.google.javascript.jscomp.ExternalNameOnlyDefinition,1,0,1,0,1,0,0,0,1,13.0,12,6.0,0 -com.google.javascript.jscomp.FunctionArgumentDefinition,1,0,5,0,1,0,0,0,1,13.0,11,2.75,0 -com.google.javascript.jscomp.FunctionDefinition,2,1,5,0,1,0,0,1,1,9.0,7,1.4,0 -com.google.javascript.jscomp.NamedFunctionDefinition,1,0,2,0,1,0,0,0,1,13.0,12,6.0,0 -com.google.javascript.jscomp.FunctionExpressionDefinition,1,0,6,0,1,0,0,0,1,13.0,19,6.333333333333333,0 -com.google.javascript.jscomp.AssignmentDefinition,3,1,11,0,2,0,0,1,1,10.333333333333334,6,0.8571428571428571,0 -com.google.javascript.jscomp.ObjectLiteralPropertyDefinition,3,3,9,0,3,0,0,1,1,10.333333333333334,12,1.3333333333333333,0 -com.google.javascript.jscomp.VarDefinition,3,1,19,0,3,0,0,1,1,10.333333333333334,7,0.7777777777777778,0 -com.google.javascript.jscomp.OptimizeArgumentsArray,7,7,61,2,35,10,0,4,5,10.571428571428571,127,1.8405797101449275,0 -com.google.javascript.jscomp.VariableNameGenerator,1,2,3,0,3,1,0,1,1,14.0,14,2.8,0 -com.google.javascript.jscomp.LinkedFlowScope,17,7,118,1,29,10,0,8,14,13.176470588235292,254,1.6282051282051282,0 -com.google.javascript.jscomp.FlowScopeJoinOp,1,0,4,0,6,1,0,2,1,5.0,4,0.6666666666666666,0 -com.google.javascript.jscomp.LinkedFlowSlot,0,1,0,0,0,0,0,0,1,0.0,11,5.5,0 -com.google.javascript.jscomp.FlatFlowScopeCache,1,4,36,0,5,1,0,2,2,7.0,27,0.7714285714285715,0 -com.google.javascript.jscomp.ConstCheck,4,3,36,1,29,8,0,1,4,8.25,46,1.3142857142857145,0 -com.google.javascript.jscomp.BasicErrorManager,11,4,24,1,8,3,0,1,4,11.272727272727272,127,1.9242424242424243,0 -com.google.javascript.jscomp.LeveledJSErrorComparator,1,2,6,1,40,13,0,13,1,7.0,45,1.125,0 -com.google.javascript.jscomp.ErrorWithLevel,0,2,0,0,0,0,0,0,0,0.0,0,0.0,0 -com.google.javascript.jscomp.DeadAssignmentsElimination,10,3,139,2,61,16,0,11,5,18.1,285,1.6964285714285714,1 -com.google.javascript.jscomp.Scope,26,7,85,2,9,2,0,3,52,11.692307692307692,802,6.739495798319328,1 -com.google.javascript.jscomp.Var,30,9,40,2,4,1,0,2,31,11.066666666666666,371,8.244444444444444,0 -com.google.javascript.jscomp.Arguments,2,0,5,0,4,1,0,2,1,7.0,13,2.1666666666666665,0 +com.google.javascript.jscomp.WhitelistWarningsGuard,11,3,76,0,9,3,1,2,17,15.363636363636363,326,4.465753424657534,0 +com.google.javascript.jscomp.AstParallelizer,6,7,43,0,13,3,0,4,6,16.666666666666668,250,4.716981132075472,0 +com.google.javascript.jscomp.DefinitionsRemover,2,0,77,0,16,8,0,8,18,14.5,245,2.355769230769231,0 +com.google.javascript.jscomp.OptimizeArgumentsArray,7,7,61,2,24,10,0,4,5,10.571428571428571,127,1.8405797101449275,0 +com.google.javascript.jscomp.VariableNameGenerator,1,2,3,0,2,1,0,1,1,14.0,14,2.8,0 +com.google.javascript.jscomp.LinkedFlowScope,17,7,118,1,19,10,0,8,14,13.176470588235292,254,1.6282051282051282,0 +com.google.javascript.jscomp.ConstCheck,4,3,36,1,17,8,0,1,4,8.25,46,1.3142857142857145,0 +com.google.javascript.jscomp.BasicErrorManager,11,4,24,1,5,3,0,1,4,11.272727272727272,127,1.9242424242424243,0 +com.google.javascript.jscomp.DeadAssignmentsElimination,10,3,139,2,42,16,0,11,5,18.1,285,1.6964285714285714,1 +com.google.javascript.jscomp.Scope,26,7,85,2,6,2,0,3,52,11.692307692307692,802,6.739495798319328,1 com.google.javascript.jscomp.PassFactory,4,2,0,0,1,0,0,1,6,10.0,119,23.8,0 -com.google.javascript.jscomp.Denormalize,4,1,41,2,33,9,0,4,2,14.0,77,1.7906976744186047,0 -com.google.javascript.jscomp.StripConstantAnnotations,2,1,8,1,3,1,0,0,0,6.0,0,0.0,0 -com.google.javascript.jscomp.ReferenceCollectingCallback,11,6,151,3,13,4,0,3,41,10.818181818181818,700,3.910614525139665,1 -com.google.javascript.jscomp.ReferenceMapWrapper,1,1,2,1,1,0,0,1,0,13.0,0,0.0,0 -com.google.javascript.jscomp.ReferenceCollection,12,1,44,1,13,4,0,4,10,20.33333333333333,243,2.963414634146341,0 -com.google.javascript.jscomp.Reference,19,6,51,1,4,1,0,2,5,14.526315789473683,62,2.2142857142857144,0 -com.google.javascript.jscomp.BasicBlock,3,4,9,0,12,4,0,4,7,16.333333333333332,130,5.909090909090909,0 -com.google.javascript.jscomp.NameAnonymousFunctionsMapped,2,9,22,1,5,1,0,1,3,10.5,125,4.62962962962963,0 -com.google.javascript.jscomp.MappedFunctionNamer,4,1,14,1,10,3,0,2,1,13.25,44,2.588235294117647,0 -com.google.javascript.jscomp.JsMessageVisitor,24,26,230,1,60,13,1,7,27,21.70833333333333,1017,3.619217081850534,0 -com.google.javascript.jscomp.MalformedException,1,2,0,0,1,0,0,1,0,7.0,0,0.0,0 -com.google.javascript.jscomp.MessageLocation,0,2,0,0,0,0,0,0,0,0.0,0,0.0,0 -com.google.javascript.jscomp.OptimizeParameters,17,2,135,2,26,8,0,8,13,19.058823529411764,278,1.4404145077720207,0 -com.google.javascript.jscomp.Parameter,7,4,7,0,1,0,0,1,1,14.428571428571429,15,1.6666666666666667,0 -com.google.javascript.jscomp.CodeConsumer,34,3,67,0,25,8,0,1,11,12.205882352941176,252,2.571428571428572,1 -com.google.javascript.jscomp.TypedScopeCreator,8,17,749,1,26,5,0,2,48,18.5,1509,2.1965065502183405,1 -com.google.javascript.jscomp.DeferredSetType,1,2,5,0,1,0,0,0,1,7.0,22,3.6666666666666665,0 -com.google.javascript.jscomp.DiscoverEnumsAndTypedefs,2,1,22,0,11,4,0,0,0,10.5,0,0.0,0 -com.google.javascript.jscomp.AbstractScopeBuilder,32,7,518,1,46,20,0,9,31,19.0625,1164,2.503225806451613,0 -com.google.javascript.jscomp.CollectProperties,2,1,23,0,7,2,0,1,1,11.5,15,1.0,0 -com.google.javascript.jscomp.StubDeclaration,0,3,0,0,0,0,0,0,1,0.0,7,2.333333333333333,0 -com.google.javascript.jscomp.GlobalScopeBuilder,3,0,20,0,14,4,0,2,3,15.0,66,2.869565217391304,0 -com.google.javascript.jscomp.LocalScopeBuilder,4,0,51,0,24,11,0,2,6,11.5,79,1.5490196078431373,0 -com.google.javascript.jscomp.FirstOrderFunctionAnalyzer,3,2,44,1,26,10,0,2,1,7.333333333333333,22,0.6111111111111112,0 -com.google.javascript.jscomp.RenameVars,10,21,114,1,30,8,0,3,26,16.0,386,2.120879120879121,1 -com.google.javascript.jscomp.Assignment,1,4,1,0,2,0,0,0,1,10.0,4,0.6666666666666666,0 -com.google.javascript.jscomp.ProcessVars,4,1,40,1,40,12,0,6,1,8.0,134,2.4814814814814814,0 -com.google.javascript.jscomp.ProcessTweaks,6,13,141,1,15,4,0,1,13,23.5,296,1.783132530120482,0 -com.google.javascript.jscomp.CollectTweaksResult,0,2,0,0,0,0,0,0,0,0.0,0,0.0,0 -com.google.javascript.jscomp.CollectTweaks,1,2,41,0,44,10,0,4,1,5.0,7,0.1590909090909091,0 -com.google.javascript.jscomp.TweakFunctionCall,1,4,2,0,1,0,0,1,1,9.0,10,1.6666666666666667,0 -com.google.javascript.jscomp.TweakInfo,8,4,25,0,12,5,0,3,4,17.75,72,2.0,0 -com.google.javascript.jscomp.FunctionInjector,18,9,164,0,30,10,0,6,33,20.666666666666668,778,3.26890756302521,1 -com.google.javascript.jscomp.Reference,0,3,0,0,0,0,0,0,1,0.0,11,3.6666666666666665,0 -com.google.javascript.jscomp.ControlFlowGraph,6,2,18,0,11,1,0,7,16,18.166666666666668,309,12.875,0 -com.google.javascript.jscomp.AbstractCfgNodeTraversalCallback,1,0,2,1,4,1,0,2,1,14.0,53,13.25,0 -com.google.javascript.jscomp.ExpandJqueryAliases,10,9,275,1,53,15,0,4,6,21.7,184,0.8518518518518519,0 -com.google.javascript.jscomp.FindCallbackArgumentReferences,4,5,28,1,11,5,0,1,2,8.5,43,1.2285714285714286,0 -com.google.javascript.jscomp.ProcessClosurePrimitives,21,23,422,1,53,16,0,5,30,20.19047619047619,559,1.3309523809523809,1 -com.google.javascript.jscomp.ProvidedName,13,8,94,0,39,7,0,2,10,16.923076923076923,168,1.6470588235294117,0 -com.google.javascript.jscomp.UnrecognizedRequire,0,3,0,0,0,0,0,0,1,0.0,8,2.6666666666666665,0 -com.google.javascript.jscomp.CheckGlobalThis,4,3,41,1,30,11,0,6,4,13.75,222,4.269230769230769,1 +com.google.javascript.jscomp.Denormalize,4,1,41,2,23,9,0,4,2,14.0,77,1.7906976744186047,0 +com.google.javascript.jscomp.ReferenceCollectingCallback,11,6,151,3,8,4,0,3,41,10.818181818181818,700,3.910614525139665,1 +com.google.javascript.jscomp.NameAnonymousFunctionsMapped,2,9,22,1,4,1,0,1,3,10.5,125,4.62962962962963,0 +com.google.javascript.jscomp.JsMessageVisitor,24,26,230,1,46,13,1,7,27,21.70833333333333,1017,3.619217081850534,0 +com.google.javascript.jscomp.OptimizeParameters,17,2,135,2,18,8,0,8,13,19.058823529411764,278,1.4404145077720207,0 +com.google.javascript.jscomp.CodeConsumer,34,3,67,0,15,8,0,1,11,12.205882352941176,252,2.571428571428572,1 +com.google.javascript.jscomp.TypedScopeCreator,8,17,749,1,20,5,0,2,48,18.5,1509,2.1965065502183405,1 +com.google.javascript.jscomp.RenameVars,10,21,114,1,23,8,0,3,26,16.0,386,2.120879120879121,1 +com.google.javascript.jscomp.ProcessTweaks,6,13,141,1,9,4,0,1,13,23.5,296,1.783132530120482,0 +com.google.javascript.jscomp.FunctionInjector,18,9,164,0,25,10,0,6,33,20.666666666666668,778,3.26890756302521,1 +com.google.javascript.jscomp.ControlFlowGraph,6,2,18,0,9,1,0,7,16,18.166666666666668,309,12.875,0 +com.google.javascript.jscomp.ExpandJqueryAliases,10,9,275,1,36,15,0,4,6,21.7,184,0.8518518518518519,0 +com.google.javascript.jscomp.ProcessClosurePrimitives,21,23,422,1,36,16,0,5,30,20.19047619047619,559,1.3309523809523809,1 +com.google.javascript.jscomp.CheckGlobalThis,4,3,41,1,18,11,0,6,4,13.75,222,4.269230769230769,1 com.google.javascript.jscomp.WarningsGuard,4,0,1,1,1,0,0,1,5,7.75,292,58.4,0 -com.google.javascript.jscomp.FlowSensitiveInlineVariables,6,7,139,2,23,5,0,2,9,9.0,310,1.901840490797546,1 -com.google.javascript.jscomp.GatherCandiates,1,0,19,0,18,6,0,4,1,5.0,45,2.5,0 -com.google.javascript.jscomp.Candidate,5,6,71,0,50,15,0,17,4,14.0,45,0.5232558139534884,0 +com.google.javascript.jscomp.FlowSensitiveInlineVariables,6,7,139,2,18,5,0,2,9,9.0,310,1.901840490797546,1 com.google.javascript.jscomp.NameAnonymousFunctions,1,5,11,1,2,0,0,0,3,7.0,100,9.090909090909092,0 -com.google.javascript.jscomp.AnonymousFunctionNamer,4,1,9,1,4,0,0,1,2,16.0,60,7.5,0 com.google.javascript.jscomp.SimpleRegion,3,3,3,1,1,0,0,1,1,19.0,2,0.3333333333333333,0 -com.google.javascript.jscomp.CheckGlobalNames,9,9,85,1,25,9,0,6,5,18.22222222222222,113,1.2696629213483146,0 -com.google.javascript.jscomp.InvocationsCallback,2,0,9,0,10,3,0,3,2,5.0,56,5.6,0 +com.google.javascript.jscomp.CheckGlobalNames,9,9,85,1,16,9,0,6,5,18.22222222222222,113,1.2696629213483146,0 +com.google.javascript.jscomp.InvocationsCallback,2,0,9,0,7,3,0,3,2,5.0,56,5.6,0 com.google.javascript.jscomp.AbstractMessageFormatter,5,3,8,1,4,1,0,3,2,12.4,20,1.5384615384615383,0 -com.google.javascript.jscomp.ExtractPrototypeMemberDeclarations,4,3,75,1,14,4,0,0,9,16.75,367,5.097222222222222,0 -com.google.javascript.jscomp.GatherExtractionInfo,2,2,10,0,13,4,0,1,2,9.0,30,2.142857142857143,0 -com.google.javascript.jscomp.ExtractionInstance,1,3,8,0,1,0,0,1,1,11.0,20,1.4285714285714286,0 -com.google.javascript.jscomp.PrototypeMemberDeclaration,2,4,7,0,4,1,0,2,2,14.5,28,3.111111111111111,0 +com.google.javascript.jscomp.ExtractPrototypeMemberDeclarations,4,3,75,1,10,4,0,0,9,16.75,367,5.097222222222222,0 com.google.javascript.jscomp.Result,0,13,0,0,0,0,0,0,1,0.0,2,0.1428571428571428,0 -com.google.javascript.jscomp.CodeGenerator,32,8,515,0,409,50,1,4,16,15.0625,291,0.4241982507288629,1 -com.google.javascript.jscomp.ReplaceStrings,17,12,133,1,26,7,0,3,17,15.411764705882351,447,3.0408163265306123,0 -com.google.javascript.jscomp.Config,0,3,0,0,0,0,0,0,1,0.0,11,5.5,0 -com.google.javascript.jscomp.Result,1,3,5,0,1,0,0,0,1,11.0,5,1.6666666666666667,0 -com.google.javascript.jscomp.Location,0,3,0,0,0,0,0,0,1,0.0,8,2.6666666666666665,0 +com.google.javascript.jscomp.CodeGenerator,32,8,515,0,335,50,1,4,16,15.0625,291,0.4241982507288629,1 +com.google.javascript.jscomp.ReplaceStrings,17,12,133,1,24,7,0,3,17,15.411764705882351,447,3.0408163265306123,0 com.google.javascript.jscomp.ShowByPathWarningsGuard,2,2,8,0,1,0,0,1,2,8.0,33,2.75,0 -com.google.javascript.jscomp.CollapseProperties,22,8,291,1,42,11,0,2,23,26.227272727272727,1339,4.433774834437086,1 -com.google.javascript.jscomp.FunctionArgumentInjector,11,1,129,0,32,8,0,3,14,21.727272727272727,552,3.3865030674846626,0 -com.google.javascript.jscomp.ReferencedAfterSideEffect,6,5,26,2,21,8,0,2,3,9.666666666666666,161,3.3541666666666665,0 -com.google.javascript.jscomp.TypeInference,49,9,557,0,69,15,0,3,21,18.897959183673468,658,1.1443478260869566,1 -com.google.javascript.jscomp.TemplateTypeReplacer,1,3,3,0,2,1,0,1,0,16.0,0,0.0,0 -com.google.javascript.jscomp.BooleanOutcomePair,2,5,2,0,8,2,0,2,3,18.5,65,3.823529411764706,0 -com.google.javascript.jscomp.RemoveUnusedPrototypeProperties,4,5,18,1,22,7,0,3,4,20.0,87,1.851063829787234,0 -com.google.javascript.jscomp.RecordFunctionInformation,4,4,41,1,10,3,0,2,5,9.5,105,3.5,0 -com.google.javascript.jscomp.LightweightMessageFormatter,4,2,52,0,27,8,0,1,3,10.75,56,0.8235294117647058,1 -com.google.javascript.jscomp.LineNumberingFormatter,2,0,27,1,31,6,0,4,1,11.0,27,0.84375,0 -com.google.javascript.jscomp.RemoveUnusedNames,2,3,14,1,9,3,0,0,3,14.5,37,2.8461538461538463,0 +com.google.javascript.jscomp.CollapseProperties,22,8,291,1,30,11,0,2,23,26.227272727272727,1339,4.433774834437086,1 +com.google.javascript.jscomp.FunctionArgumentInjector,11,1,129,0,24,8,0,3,14,21.727272727272727,552,3.3865030674846626,0 +com.google.javascript.jscomp.TypeInference,49,9,557,0,65,15,0,3,21,18.897959183673468,658,1.1443478260869566,1 +com.google.javascript.jscomp.RemoveUnusedPrototypeProperties,4,5,18,1,14,7,0,3,4,20.0,87,1.851063829787234,0 +com.google.javascript.jscomp.RecordFunctionInformation,4,4,41,1,7,3,0,2,5,9.5,105,3.5,0 +com.google.javascript.jscomp.LightweightMessageFormatter,4,2,52,0,20,8,0,1,3,10.75,56,0.8235294117647058,1 +com.google.javascript.jscomp.RemoveUnusedNames,2,3,14,1,6,3,0,0,3,14.5,37,2.8461538461538463,0 com.google.javascript.jscomp.CodingConventions,1,0,65,0,1,0,0,1,4,10.0,81,0.9310344827586208,0 -com.google.javascript.jscomp.Proxy,33,1,66,1,1,0,0,1,1,21.151515151515152,56,1.6470588235294117,0 -com.google.javascript.jscomp.DefaultCodingConvention,34,1,64,1,20,7,0,5,1,20.764705882352946,13,0.25,0 -com.google.javascript.jscomp.GlobalVarReferenceMap,7,2,71,1,14,3,0,2,9,21.428571428571427,268,3.268292682926829,0 -com.google.javascript.jscomp.SourceRefRange,2,3,6,0,1,0,0,1,2,9.5,20,4.0,0 -com.google.javascript.jscomp.GlobalVarRefCleanupPass,2,1,5,1,3,1,0,0,1,10.0,30,7.5,0 +com.google.javascript.jscomp.GlobalVarReferenceMap,7,2,71,1,11,3,0,2,9,21.428571428571427,268,3.268292682926829,0 com.google.javascript.jscomp.InlineObjectLiterals,1,3,174,1,1,0,0,0,10,7.0,233,1.5533333333333332,1 -com.google.javascript.jscomp.InliningBehavior,9,1,173,1,44,14,0,8,9,18.666666666666668,197,1.3401360544217686,0 -com.google.javascript.jscomp.FunctionToBlockMutator,14,2,131,0,23,6,0,2,15,21.142857142857142,380,2.900763358778626,1 -com.google.javascript.jscomp.LabelNameSupplier,1,1,2,1,1,0,0,1,0,3.0,0,0.0,0 -com.google.javascript.jscomp.Normalize,5,5,257,1,13,3,0,1,20,21.0,673,2.539622641509434,1 -com.google.javascript.jscomp.FindExposeAnnotations,2,1,16,0,8,3,0,1,1,9.5,5,0.5555555555555556,0 -com.google.javascript.jscomp.RewriteExposedProperties,1,1,16,0,12,4,0,0,1,5.0,6,0.4615384615384615,0 -com.google.javascript.jscomp.PropagateConstantAnnotationsOverVars,2,2,18,1,14,5,0,1,1,6.0,7,0.4117647058823529,0 -com.google.javascript.jscomp.VerifyConstants,2,3,28,1,30,8,0,1,1,6.0,12,0.3428571428571428,0 -com.google.javascript.jscomp.NormalizeStatements,12,2,118,1,25,7,0,2,10,18.916666666666668,306,2.5081967213114758,0 -com.google.javascript.jscomp.DuplicateDeclarationHandler,2,1,48,1,23,7,0,1,3,19.5,161,3.926829268292683,0 -com.google.javascript.jscomp.ScopeTicklingCallback,4,0,5,1,1,0,0,1,1,9.5,9,4.5,0 -com.google.javascript.jscomp.JSError,16,8,38,0,25,9,0,9,21,8.0,372,6.526315789473684,0 -com.google.javascript.jscomp.AliasKeywords,9,11,100,1,8,3,0,3,30,17.77777777777778,673,7.236559139784946,0 -com.google.javascript.jscomp.FindAliasableNodes,3,0,11,0,6,2,0,0,3,12.0,36,3.6,0 -com.google.javascript.jscomp.AliasSpecification,8,4,14,0,6,2,0,2,9,16.75,190,11.176470588235292,0 -com.google.javascript.jscomp.ThrowAliasSpecification,3,0,12,0,2,0,0,1,1,20.0,7,1.4,0 -com.google.javascript.jscomp.KeywordAliasSpecification,3,0,13,0,3,0,0,1,1,20.0,9,1.5,0 -com.google.javascript.jscomp.VoidKeywordAliasSpecification,4,0,18,0,3,1,0,1,1,16.25,9,1.0,0 -com.google.javascript.jscomp.NodeUtil,156,13,882,0,61,17,0,42,141,16.80128205128205,3133,3.074582924435721,1 -com.google.javascript.jscomp.NumbericResultPredicate,1,0,2,1,1,0,0,1,0,5.0,0,0.0,0 -com.google.javascript.jscomp.BooleanResultPredicate,1,0,2,1,1,0,0,1,0,5.0,0,0.0,0 -com.google.javascript.jscomp.MayBeStringResultPredicate,1,0,2,1,1,0,0,1,0,5.0,0,0.0,0 -com.google.javascript.jscomp.VarCollector,1,1,8,1,7,3,0,0,0,5.0,0,0.0,0 -com.google.javascript.jscomp.MatchNameNode,1,1,4,1,1,0,0,1,1,5.0,10,5.0,0 -com.google.javascript.jscomp.MatchNodeType,1,1,2,1,1,0,0,1,1,5.0,9,4.5,0 -com.google.javascript.jscomp.MatchDeclaration,1,0,3,1,1,0,0,1,1,5.0,8,8.0,0 -com.google.javascript.jscomp.MatchNotFunction,1,0,2,1,1,0,0,1,1,5.0,8,8.0,0 -com.google.javascript.jscomp.MatchShallowStatement,1,0,6,1,1,0,0,1,1,5.0,10,10.0,0 -com.google.javascript.jscomp.SourceMap,8,3,42,0,17,5,1,3,4,12.75,49,1.195121951219512,1 -com.google.javascript.jscomp.LocationMapping,0,2,0,0,0,0,0,0,0,0.0,0,0.0,0 -com.google.javascript.jscomp.InlineProperties,5,4,119,1,12,4,0,3,5,15.4,125,1.1904761904761905,0 -com.google.javascript.jscomp.PropertyInfo,0,2,0,0,0,0,0,0,0,0.0,0,0.0,0 -com.google.javascript.jscomp.GatherCandidates,6,0,49,0,29,8,0,2,1,19.83333333333333,11,0.2075471698113207,0 -com.google.javascript.jscomp.ReplaceCandidates,2,0,21,0,9,3,0,2,0,9.5,0,0.0,0 -com.google.javascript.jscomp.CompilerOptions,209,167,267,2,15,4,1,1,221,21.406698564593302,2694,6.6683168316831685,1 -com.google.javascript.jscomp.NullAliasTransformationHandler,1,2,2,2,2,0,0,1,0,22.0,0,0.0,0 -com.google.javascript.jscomp.NullAliasTransformation,1,1,1,2,0,0,0,0,0,8.0,0,0.0,0 -com.google.javascript.jscomp.ReorderConstantExpression,1,0,17,0,11,3,0,1,1,15.0,31,2.8181818181818183,0 -com.google.javascript.jscomp.GoogleJsMessageIdGenerator,1,1,15,1,9,3,0,1,6,10.0,186,2.0,0 -com.google.javascript.jscomp.FP,3,0,4,0,73,1,0,1,3,9.333333333333334,33,0.4177215189873418,0 -com.google.javascript.jscomp.MessageId,1,0,3,0,4,2,0,1,1,10.0,49,12.25,0 -com.google.javascript.jscomp.GenerateExports,3,4,58,1,30,8,0,1,3,10.0,55,1.4102564102564104,0 -com.google.javascript.jscomp.GoogleCodingConvention,7,4,27,0,10,3,0,3,8,13.285714285714286,212,10.095238095238097,0 -com.google.javascript.jscomp.AliasExternals,16,15,205,1,29,10,0,3,36,15.6875,1005,5.87719298245614,0 -com.google.javascript.jscomp.GetAliasableNames,1,1,12,0,4,1,0,0,1,5.0,7,1.4,0 -com.google.javascript.jscomp.PropertyGatherer,3,0,29,0,10,3,0,1,3,15.666666666666666,139,11.583333333333334,0 -com.google.javascript.jscomp.GetGlobals,2,0,20,0,7,4,0,0,1,9.0,7,0.5,0 -com.google.javascript.jscomp.GlobalGatherer,1,0,20,0,16,5,0,1,1,5.0,17,1.0625,0 -com.google.javascript.jscomp.Symbol,2,9,7,0,4,2,0,0,1,13.5,7,0.7,0 -com.google.javascript.jscomp.CheckSuspiciousCode,5,2,30,0,8,1,0,0,1,12.2,32,1.6,0 -com.google.javascript.jscomp.PeepholeRemoveDeadCode,28,0,377,0,66,15,0,12,27,16.75,448,1.0666666666666669,0 -com.google.javascript.jscomp.InstrumentFunctions,1,10,98,1,18,4,0,1,7,7.0,376,3.547169811320755,0 -com.google.javascript.jscomp.RemoveCallback,1,1,8,0,8,3,0,0,1,5.0,44,4.888888888888889,0 -com.google.javascript.jscomp.InstrumentReturns,5,1,26,1,8,2,0,2,4,13.0,117,4.875,0 -com.google.javascript.jscomp.InstrumentCallback,1,0,33,0,31,8,0,2,0,5.0,0,0.0,0 -com.google.javascript.jscomp.MakeDeclaredNamesUnique,7,3,146,1,19,4,0,2,22,14.285714285714286,342,1.976878612716763,1 -com.google.javascript.jscomp.ContextualRenameInverter,12,4,55,2,11,3,0,2,6,13.416666666666666,78,1.4444444444444444,0 -com.google.javascript.jscomp.ContextualRenamer,7,4,15,1,12,4,0,1,5,15.428571428571429,89,4.045454545454546,0 -com.google.javascript.jscomp.InlineRenamer,5,4,18,1,7,2,0,2,1,15.8,31,1.7222222222222223,0 -com.google.javascript.jscomp.BoilerplateRenamer,1,2,1,0,1,0,0,1,1,13.0,14,4.666666666666667,0 -com.google.javascript.jscomp.WhitelistedRenamer,4,2,10,1,3,1,0,1,1,16.5,10,1.25,0 -com.google.javascript.jscomp.ReplaceIdGenerators,6,10,132,1,30,6,0,4,2,17.666666666666668,27,0.170886075949367,0 -com.google.javascript.jscomp.ObfuscatedNameSuppier,2,3,6,1,4,1,0,1,0,12.0,0,0.0,0 -com.google.javascript.jscomp.PseudoNameSuppier,2,2,2,1,4,1,0,2,0,12.0,0,0.0,0 -com.google.javascript.jscomp.StableNameSupplier,2,0,4,1,1,0,0,1,0,12.0,0,0.0,0 -com.google.javascript.jscomp.GatherGenerators,1,0,32,0,31,12,0,3,0,5.0,0,0.0,0 -com.google.javascript.jscomp.ReplaceGenerators,1,0,31,0,33,9,0,5,0,5.0,0,0.0,0 -com.google.javascript.jscomp.CommandLineRunner,10,3,158,0,41,7,2,2,8,15.1,381,2.281437125748503,1 -com.google.javascript.jscomp.Flags,1,54,31,0,3,0,0,1,1,10.0,138,4.3125,0 -com.google.javascript.jscomp.BooleanOptionHandler,2,2,12,0,18,3,1,3,0,18.0,0,0.0,0 -com.google.javascript.jscomp.WarningGuardErrorOptionHandler,0,0,0,0,0,0,0,0,0,0.0,0,0.0,0 -com.google.javascript.jscomp.WarningGuardWarningOptionHandler,0,0,0,0,0,0,0,0,0,0.0,0,0.0,0 -com.google.javascript.jscomp.WarningGuardOffOptionHandler,0,0,0,0,0,0,0,0,0,0.0,0,0.0,0 -com.google.javascript.jscomp.WarningGuardSetter,3,2,7,1,2,0,1,1,0,9.333333333333334,0,0.0,0 -com.google.javascript.jscomp.ExternExportsPass,6,10,163,1,16,5,0,3,21,14.333333333333334,329,2.1933333333333334,0 -com.google.javascript.jscomp.Export,11,2,92,0,16,4,0,5,8,19.272727272727277,249,3.1125,0 -com.google.javascript.jscomp.SymbolExport,1,0,2,0,1,0,0,1,1,15.0,3,0.6,0 -com.google.javascript.jscomp.PropertyExport,1,1,12,0,9,3,0,2,1,15.0,3,0.2727272727272727,0 -com.google.javascript.jscomp.SyntacticScopeCreator,6,7,90,1,28,5,0,5,8,15.666666666666666,127,1.4269662921348314,1 -com.google.javascript.jscomp.DefaultRedeclarationHandler,1,0,17,1,11,5,0,1,1,15.0,6,0.5454545454545454,0 -com.google.javascript.jscomp.ExploitAssigns,6,0,63,0,39,7,0,8,6,16.833333333333332,206,2.575,1 -com.google.javascript.jscomp.ClosureCodingConvention,24,4,135,0,28,9,0,7,11,21.125,193,1.331034482758621,1 -com.google.javascript.jscomp.AssertInstanceofSpec,1,0,9,0,8,3,0,2,2,15.0,40,4.444444444444445,0 +com.google.javascript.jscomp.FunctionToBlockMutator,14,2,131,0,15,6,0,2,15,21.142857142857142,380,2.900763358778626,1 +com.google.javascript.jscomp.Normalize,5,5,257,1,10,3,0,1,20,21.0,673,2.539622641509434,1 +com.google.javascript.jscomp.JSError,16,8,38,0,17,9,0,9,21,8.0,372,6.526315789473684,0 +com.google.javascript.jscomp.AliasKeywords,9,11,100,1,6,3,0,3,30,17.77777777777778,673,7.236559139784946,0 +com.google.javascript.jscomp.NodeUtil,156,13,882,0,43,17,0,42,141,16.80128205128205,3133,3.074582924435721,1 +com.google.javascript.jscomp.SourceMap,8,3,42,0,12,5,1,3,4,12.75,49,1.195121951219512,1 +com.google.javascript.jscomp.InlineProperties,5,4,119,1,8,4,0,3,5,15.4,125,1.1904761904761905,0 +com.google.javascript.jscomp.CompilerOptions,209,167,267,2,11,4,1,1,221,21.406698564593302,2694,6.6683168316831685,1 +com.google.javascript.jscomp.ReorderConstantExpression,1,0,17,0,8,3,0,1,1,15.0,31,2.8181818181818183,0 +com.google.javascript.jscomp.GoogleJsMessageIdGenerator,1,1,15,1,6,3,0,1,6,10.0,186,2.0,0 +com.google.javascript.jscomp.GenerateExports,3,4,58,1,20,8,0,1,3,10.0,55,1.4102564102564104,0 +com.google.javascript.jscomp.GoogleCodingConvention,7,4,27,0,7,3,0,3,8,13.285714285714286,212,10.095238095238097,0 +com.google.javascript.jscomp.AliasExternals,16,15,205,1,19,10,0,3,36,15.6875,1005,5.87719298245614,0 +com.google.javascript.jscomp.CheckSuspiciousCode,5,2,30,0,7,1,0,0,1,12.2,32,1.6,0 +com.google.javascript.jscomp.PeepholeRemoveDeadCode,28,0,377,0,50,15,0,12,27,16.75,448,1.0666666666666669,0 +com.google.javascript.jscomp.InstrumentFunctions,1,10,98,1,13,4,0,1,7,7.0,376,3.547169811320755,0 +com.google.javascript.jscomp.MakeDeclaredNamesUnique,7,3,146,1,14,4,0,2,22,14.285714285714286,342,1.976878612716763,1 +com.google.javascript.jscomp.ReplaceIdGenerators,6,10,132,1,21,6,0,4,2,17.666666666666668,27,0.170886075949367,0 +com.google.javascript.jscomp.CommandLineRunner,10,3,158,0,32,7,2,2,8,15.1,381,2.281437125748503,1 +com.google.javascript.jscomp.ExternExportsPass,6,10,163,1,11,5,0,3,21,14.333333333333334,329,2.1933333333333334,0 +com.google.javascript.jscomp.SyntacticScopeCreator,6,7,90,1,23,5,0,5,8,15.666666666666666,127,1.4269662921348314,1 +com.google.javascript.jscomp.ExploitAssigns,6,0,63,0,31,7,0,8,6,16.833333333333332,206,2.575,1 +com.google.javascript.jscomp.ClosureCodingConvention,24,4,135,0,19,9,0,7,11,21.125,193,1.331034482758621,1 com.google.javascript.jscomp.DependencyOptions,9,5,7,1,3,0,0,1,6,18.22222222222222,350,25.0,0 -com.google.javascript.jscomp.TypeValidator,33,17,246,0,30,10,0,5,27,17.424242424242426,1079,5.042056074766355,1 -com.google.javascript.jscomp.TypeMismatch,3,3,8,0,4,1,0,2,2,7.333333333333333,55,6.111111111111111,0 -com.google.javascript.jscomp.SimpleDefinitionFinder,13,4,138,2,20,7,0,5,10,17.846153846153847,239,1.3976608187134505,0 -com.google.javascript.jscomp.DefinitionGatheringCallback,2,1,37,0,44,17,0,1,1,15.0,11,0.2391304347826087,0 -com.google.javascript.jscomp.UseSiteGatheringCallback,1,0,10,0,5,1,0,1,0,5.0,0,0.0,0 -com.google.javascript.jscomp.JsAst,6,6,30,1,12,1,0,1,1,9.833333333333334,8,0.3076923076923077,1 -com.google.javascript.jscomp.RenameProperties,5,14,149,1,41,9,0,1,17,14.6,543,2.8134715025906734,0 -com.google.javascript.jscomp.ProcessExterns,1,0,11,0,9,2,0,0,1,5.0,8,0.8888888888888888,0 -com.google.javascript.jscomp.ProcessProperties,6,1,73,1,42,11,0,1,4,14.0,81,0.9,0 -com.google.javascript.jscomp.Property,0,4,0,0,0,0,0,0,1,0.0,8,8.0,0 -com.google.javascript.jscomp.PropertyAffinity,1,1,0,0,1,0,0,0,0,8.0,0,0.0,0 +com.google.javascript.jscomp.TypeValidator,33,17,246,0,18,10,0,5,27,17.424242424242426,1079,5.042056074766355,1 +com.google.javascript.jscomp.SimpleDefinitionFinder,13,4,138,2,12,7,0,5,10,17.846153846153847,239,1.3976608187134505,0 +com.google.javascript.jscomp.JsAst,6,6,30,1,10,1,0,1,1,9.833333333333334,8,0.3076923076923077,1 +com.google.javascript.jscomp.RenameProperties,5,14,149,1,31,9,0,1,17,14.6,543,2.8134715025906734,0 com.google.javascript.jscomp.ant.Warning,4,2,4,0,1,0,0,1,1,8.0,8,2.0,0 com.google.javascript.jscomp.ant.AntErrorManager,2,2,12,0,6,2,0,0,1,9.5,14,1.1666666666666667,0 -com.google.javascript.jscomp.ant.CompileTask,35,20,141,0,24,5,0,1,29,15.114285714285714,388,1.9795918367346936,0 +com.google.javascript.jscomp.ant.CompileTask,35,20,141,0,18,5,0,1,29,15.114285714285714,388,1.9795918367346936,0 com.google.javascript.jscomp.jsonml.SecureCompiler,7,7,27,0,14,3,0,2,6,12.857142857142858,168,3.574468085106383,0 -com.google.javascript.jscomp.jsonml.Report,3,3,3,0,1,0,0,1,0,10.666666666666666,0,0.0,0 com.google.javascript.jscomp.jsonml.Writer,40,0,319,0,155,4,0,2,4,13.625,90,0.2184466019417475,0 com.google.javascript.jscomp.jsonml.Validator,50,7,155,0,80,4,0,1,3,16.9,101,0.4410480349344978,0 -com.google.javascript.jscomp.jsonml.JsonMLAst,9,6,26,1,17,4,0,3,3,12.11111111111111,75,1.6304347826086956,0 -com.google.javascript.jscomp.jsonml.WalkHelper,0,2,0,0,0,0,0,0,0,0.0,0,0.0,0 -com.google.javascript.jscomp.jsonml.Reader,77,7,423,0,107,6,1,4,31,17.5974025974026,502,0.8916518650088809,0 -com.google.javascript.jscomp.jsonml.ErrorReporter,4,1,5,0,4,1,1,0,3,6.0,72,9.0,0 -com.google.javascript.jscomp.jsonml.JsonMLUtil,5,0,54,0,24,6,1,2,8,11.0,232,2.32,0 -com.google.javascript.jscomp.jsonml.JsonMLComparator,6,5,31,0,28,8,0,6,3,12.5,27,0.3857142857142857,0 -com.google.javascript.jscomp.jsonml.JsonML,22,3,79,0,34,7,1,1,22,11.272727272727272,349,4.308641975308642,0 +com.google.javascript.jscomp.jsonml.JsonMLAst,9,6,26,1,13,4,0,3,3,12.11111111111111,75,1.6304347826086956,0 +com.google.javascript.jscomp.jsonml.Reader,77,7,423,0,106,6,1,4,31,17.5974025974026,502,0.8916518650088809,0 +com.google.javascript.jscomp.jsonml.JsonMLUtil,5,0,54,0,17,6,1,2,8,11.0,232,2.32,0 +com.google.javascript.jscomp.jsonml.JsonML,22,3,79,0,25,7,1,1,22,11.272727272727272,349,4.308641975308642,0 com.google.javascript.jscomp.jsonml.JsonMLException,0,1,0,0,0,0,0,0,1,0.0,15,15.0,0 com.google.javascript.jscomp.jsonml.NodeUtil,4,0,13,0,4,0,0,2,5,16.75,94,13.428571428571429,0 com.google.javascript.jscomp.jsonml.JsonMLError,2,5,6,0,1,1,0,1,6,4.0,35,2.9166666666666665,0 -com.google.javascript.jscomp.graph.LinkedDirectedGraph,35,3,149,1,11,4,0,3,9,15.771428571428572,125,0.9328358208955224,0 -com.google.javascript.jscomp.graph.LinkedDirectedGraphNode,10,3,22,2,1,1,0,1,2,10.0,24,1.7142857142857142,0 -com.google.javascript.jscomp.graph.NeighborIterator,3,2,11,1,1,2,0,1,0,5.666666666666667,0,0.0,0 -com.google.javascript.jscomp.graph.AnnotatedLinkedDirectedGraphNode,2,1,2,0,1,0,0,1,2,13.0,11,3.6666666666666665,0 -com.google.javascript.jscomp.graph.LinkedDirectedGraphEdge,14,3,17,2,1,1,0,1,2,10.0,19,1.1176470588235294,0 -com.google.javascript.jscomp.graph.AnnotatedLinkedDirectedGraphEdge,2,1,2,0,1,0,0,1,2,13.0,19,6.333333333333333,0 +com.google.javascript.jscomp.graph.LinkedDirectedGraph,35,3,149,1,7,4,0,3,9,15.771428571428572,125,0.9328358208955224,0 com.google.javascript.jscomp.graph.DiGraph,15,0,19,0,1,0,0,1,9,18.2,188,94.0,0 -com.google.javascript.jscomp.graph.GraphReachability,3,3,20,1,7,2,0,2,3,9.333333333333334,76,4.0,0 -com.google.javascript.jscomp.graph.EdgeTuple,0,3,0,0,0,0,0,0,1,0.0,7,2.333333333333333,0 -com.google.javascript.jscomp.graph.FixedPointGraphTraversal,4,2,31,0,12,4,0,1,7,15.75,203,10.15,0 -com.google.javascript.jscomp.graph.Graph,24,2,55,1,5,1,0,1,29,13.625,706,15.347826086956522,0 -com.google.javascript.jscomp.graph.AnnotationState,0,2,0,0,0,0,0,0,1,0.0,16,8.0,0 -com.google.javascript.jscomp.graph.GraphAnnotationState,0,1,0,0,0,0,0,0,1,0.0,15,15.0,0 -com.google.javascript.jscomp.graph.SimpleSubGraph,2,2,9,1,6,2,0,2,1,11.0,15,1.875,0 -com.google.javascript.jscomp.graph.GraphPruner,2,1,38,0,23,9,0,1,1,7.5,89,2.78125,0 -com.google.javascript.jscomp.graph.LinkedUndirectedGraph,27,3,114,1,14,5,0,4,5,14.407407407407408,70,0.5555555555555556,0 -com.google.javascript.jscomp.graph.LinkedUndirectedGraphNode,9,2,19,2,1,1,0,1,1,12.333333333333334,18,1.0588235294117647,0 -com.google.javascript.jscomp.graph.NeighborIterator,3,1,9,1,5,1,0,2,0,5.666666666666667,0,0.0,0 -com.google.javascript.jscomp.graph.AnnotatedLinkedUndirectedGraphNode,2,1,2,0,1,0,0,1,1,13.0,6,2.0,0 -com.google.javascript.jscomp.graph.LinkedUndirectedGraphEdge,10,3,13,2,1,1,0,1,1,9.4,11,0.8461538461538461,0 -com.google.javascript.jscomp.graph.AnnotatedLinkedUndirectedGraphEdge,2,1,2,0,1,0,0,1,1,13.0,5,1.6666666666666667,0 +com.google.javascript.jscomp.graph.GraphReachability,3,3,20,1,5,2,0,2,3,9.333333333333334,76,4.0,0 +com.google.javascript.jscomp.graph.FixedPointGraphTraversal,4,2,31,0,8,4,0,1,7,15.75,203,10.15,0 +com.google.javascript.jscomp.graph.Graph,24,2,55,1,4,1,0,1,29,13.625,706,15.347826086956522,0 +com.google.javascript.jscomp.graph.GraphPruner,2,1,38,0,14,9,0,1,1,7.5,89,2.78125,0 +com.google.javascript.jscomp.graph.LinkedUndirectedGraph,27,3,114,1,9,5,0,4,5,14.407407407407408,70,0.5555555555555556,0 com.google.javascript.jscomp.graph.UndiGraph,4,0,1,0,0,0,0,0,4,23.25,79,0.0,0 -com.google.javascript.jscomp.graph.StandardUnionFind,9,2,51,2,14,3,0,7,12,9.88888888888889,257,4.431034482758621,0 -com.google.javascript.jscomp.graph.Node,0,4,0,0,0,0,0,0,5,0.0,50,25.0,0 -com.google.javascript.jscomp.graph.GraphColoring,3,2,28,0,7,1,0,2,5,11.333333333333334,214,6.294117647058823,0 -com.google.javascript.jscomp.graph.Color,2,1,2,1,5,1,0,2,0,7.0,0,0.0,0 -com.google.javascript.jscomp.graph.GreedyGraphColoring,1,1,23,0,15,3,0,2,2,5.0,32,1.7777777777777777,0 -com.google.javascript.jscomp.regex.CharRanges,18,3,47,0,48,11,0,4,5,8.61111111111111,196,0.9158878504672896,0 -com.google.javascript.jscomp.regex.RegExpTree,16,12,445,0,241,49,0,31,24,12.8125,340,0.422360248447205,0 -com.google.javascript.jscomp.regex.Parser,9,3,74,0,55,9,0,10,10,12.666666666666666,131,0.5458333333333333,0 -com.google.javascript.jscomp.regex.RegExpTreeAtom,4,0,5,0,1,0,0,1,0,13.75,0,0.0,0 -com.google.javascript.jscomp.regex.Empty,5,1,3,0,1,0,0,1,0,10.6,0,0.0,0 -com.google.javascript.jscomp.regex.Anchor,6,1,6,0,1,0,0,1,0,11.166666666666666,0,0.0,0 -com.google.javascript.jscomp.regex.WordBoundary,5,1,6,0,1,0,0,1,0,10.6,0,0.0,0 -com.google.javascript.jscomp.regex.BackReference,5,1,7,0,1,0,0,1,0,10.6,0,0.0,0 -com.google.javascript.jscomp.regex.Text,7,1,24,0,9,3,0,3,1,12.714285714285714,17,0.5483870967741935,0 -com.google.javascript.jscomp.regex.Repetition,12,3,53,0,31,10,0,7,0,12.75,0,0.0,0 -com.google.javascript.jscomp.regex.Alternation,9,1,50,0,60,18,0,5,0,12.0,0,0.0,0 -com.google.javascript.jscomp.regex.LookaheadAssertion,9,2,18,0,6,2,0,2,0,12.0,0,0.0,0 -com.google.javascript.jscomp.regex.CapturingGroup,9,1,16,0,3,0,0,1,0,12.0,0,0.0,0 -com.google.javascript.jscomp.regex.Charset,10,2,84,0,25,6,0,4,1,13.2,27,0.380281690140845,0 -com.google.javascript.jscomp.regex.DecomposedCharset,6,3,38,0,35,8,0,2,0,11.5,0,0.0,0 -com.google.javascript.jscomp.regex.Concatenation,9,1,39,0,43,12,0,7,0,12.0,0,0.0,0 -com.google.javascript.jscomp.regex.Simplifier,2,1,10,0,21,6,0,3,0,12.0,0,0.0,0 -com.google.javascript.jscomp.regex.CaseCanonicalize,4,4,213,0,11,5,0,3,8,16.25,502,13.210526315789474,0 -com.google.javascript.jscomp.regex.DeltaSet,0,2,0,0,0,0,0,0,1,0.0,20,10.0,0 -com.google.javascript.jscomp.testing.TestErrorReporter,5,4,9,1,5,1,0,1,3,14.4,53,3.533333333333333,0 +com.google.javascript.jscomp.graph.StandardUnionFind,9,2,51,2,11,3,0,7,12,9.88888888888889,257,4.431034482758621,0 +com.google.javascript.jscomp.graph.GraphColoring,3,2,28,0,5,1,0,2,5,11.333333333333334,214,6.294117647058823,0 +com.google.javascript.jscomp.regex.CharRanges,18,3,47,0,35,11,0,4,5,8.61111111111111,196,0.9158878504672896,0 +com.google.javascript.jscomp.regex.RegExpTree,16,12,445,0,187,49,0,31,24,12.8125,340,0.422360248447205,0 +com.google.javascript.jscomp.regex.CaseCanonicalize,4,4,213,0,7,5,0,3,8,16.25,502,13.210526315789474,0 +com.google.javascript.jscomp.testing.TestErrorReporter,5,4,9,1,3,1,0,1,3,14.4,53,3.533333333333333,0 com.google.javascript.jscomp.testing.SimpleSourceExcerptProvider,2,1,5,1,1,0,0,1,1,14.0,13,4.333333333333333,0 -com.google.javascript.jscomp.webservice.common.Protocol,2,3,17,0,5,1,0,1,14,18.5,219,6.257142857142857,0 +com.google.javascript.jscomp.webservice.common.Protocol,2,3,17,0,3,1,0,1,14,18.5,219,6.257142857142857,0 com.google.javascript.jscomp.webservice.common.AbstractWebServiceException,3,0,7,0,1,0,0,1,1,12.333333333333334,15,15.0,0 -com.google.javascript.jscomp.type.ClosureReverseAbstractInterpreter,2,5,57,0,10,4,0,2,7,28.0,58,1.0175438596491229,1 -com.google.javascript.jscomp.type.TypeRestriction,0,2,0,0,0,0,0,0,0,0.0,0,0.0,0 -com.google.javascript.jscomp.type.SemanticReverseAbstractInterpreter,11,5,149,0,73,15,0,22,12,18.545454545454547,253,1.1552511415525115,1 -com.google.javascript.jscomp.type.RestrictByTrueInstanceOfResultVisitor,6,1,17,0,7,2,0,3,1,15.166666666666666,3,0.1875,0 -com.google.javascript.jscomp.type.RestrictByFalseInstanceOfResultVisitor,3,1,14,0,10,3,0,4,1,14.333333333333334,3,0.1578947368421052,0 -com.google.javascript.jscomp.type.ChainableReverseAbstractInterpreter,11,6,114,1,22,6,0,6,22,22.363636363636363,643,3.7823529411764714,1 -com.google.javascript.jscomp.type.RestrictByTypeOfResultVisitor,8,0,21,1,10,3,0,2,2,14.5,46,2.3,0 -com.google.javascript.jscomp.type.RestrictByTrueTypeOfResultVisitor,8,0,8,0,1,0,0,1,1,14.125,38,4.75,0 -com.google.javascript.jscomp.type.RestrictByFalseTypeOfResultVisitor,9,0,14,0,1,0,0,1,1,13.77777777777778,38,4.222222222222222,0 -com.google.javascript.jscomp.type.RestrictByOneTypeOfResultVisitor,10,2,29,0,8,4,0,3,4,14.2,71,2.958333333333333,0 -com.google.javascript.jscomp.deps.JsFileParser,5,8,32,0,24,7,1,2,11,11.2,245,6.805555555555555,0 -com.google.javascript.jscomp.deps.DepsGenerator,19,12,121,0,19,7,1,3,13,18.94736842105263,337,2.982300884955752,0 -com.google.javascript.jscomp.deps.JsFileLineParser,6,9,49,0,46,12,1,1,15,12.833333333333334,286,3.7142857142857135,0 -com.google.javascript.jscomp.deps.ParseException,1,2,1,0,1,0,0,1,2,7.0,28,9.333333333333334,0 -com.google.javascript.jscomp.deps.JsFunctionParser,4,5,24,0,14,4,1,1,9,9.75,117,3.774193548387097,0 -com.google.javascript.jscomp.deps.SymbolInfo,0,2,0,0,0,0,0,0,0,0.0,0,0.0,0 -com.google.javascript.jscomp.deps.PathUtil,6,2,48,0,18,6,0,4,7,13.5,424,9.217391304347826,0 -com.google.javascript.jscomp.deps.SimpleDependencyInfo,6,4,13,1,4,1,0,2,6,11.833333333333334,109,8.384615384615385,0 -com.google.javascript.jscomp.deps.DepsFileParser,4,5,32,0,15,4,1,1,11,10.5,242,10.083333333333334,0 -com.google.javascript.jscomp.deps.SortedDependencies,11,4,97,0,24,7,1,3,7,17.727272727272727,220,2.3655913978494625,0 -com.google.javascript.jscomp.deps.CircularDependencyException,0,0,0,0,0,0,0,0,0,0.0,0,0.0,0 -com.google.javascript.jscomp.deps.MissingProvideException,0,0,0,0,0,0,0,0,0,0.0,0,0.0,0 -com.google.javascript.jscomp.parsing.JsDocInfoParser,58,15,776,0,463,96,0,18,54,18.29310344827586,1087,0.98193315266486,1 -com.google.javascript.jscomp.parsing.ErrorReporterParser,4,0,12,0,1,0,0,0,0,15.0,0,0.0,0 -com.google.javascript.jscomp.parsing.ExtractionInfo,0,2,0,0,0,0,0,0,1,0.0,21,10.5,0 -com.google.javascript.jscomp.parsing.ExtendedTypeInfo,0,3,0,0,0,0,0,0,1,0.0,5,1.6666666666666667,0 -com.google.javascript.jscomp.parsing.ParserRunner,7,4,41,0,20,1,1,1,2,12.142857142857142,40,0.9090909090909092,0 -com.google.javascript.jscomp.parsing.ParseResult,0,2,0,0,0,0,0,0,1,0.0,8,4.0,0 -com.google.javascript.jscomp.parsing.JsDocTokenStream,20,19,55,0,92,13,0,23,5,11.35,59,0.2458333333333333,0 -com.google.javascript.jscomp.parsing.TypeSafeDispatcher,44,0,57,0,67,9,0,42,1,19.204545454545453,51,0.7611940298507462,0 +com.google.javascript.jscomp.type.ClosureReverseAbstractInterpreter,2,5,57,0,6,4,0,2,7,28.0,58,1.0175438596491229,1 +com.google.javascript.jscomp.type.SemanticReverseAbstractInterpreter,11,5,149,0,50,15,0,22,12,18.545454545454547,253,1.1552511415525115,1 +com.google.javascript.jscomp.type.ChainableReverseAbstractInterpreter,11,6,114,1,16,6,0,6,22,22.363636363636363,643,3.7823529411764714,1 +com.google.javascript.jscomp.deps.JsFileParser,5,8,32,0,16,7,1,2,11,11.2,245,6.805555555555555,0 +com.google.javascript.jscomp.deps.DepsGenerator,19,12,121,0,11,7,1,3,13,18.94736842105263,337,2.982300884955752,0 +com.google.javascript.jscomp.deps.JsFileLineParser,6,9,49,0,33,12,1,1,15,12.833333333333334,286,3.7142857142857135,0 +com.google.javascript.jscomp.deps.JsFunctionParser,4,5,24,0,10,4,1,1,9,9.75,117,3.774193548387097,0 +com.google.javascript.jscomp.deps.PathUtil,6,2,48,0,13,6,0,4,7,13.5,424,9.217391304347826,0 +com.google.javascript.jscomp.deps.SimpleDependencyInfo,6,4,13,1,3,1,0,2,6,11.833333333333334,109,8.384615384615385,0 +com.google.javascript.jscomp.deps.DepsFileParser,4,5,32,0,11,4,1,1,11,10.5,242,10.083333333333334,0 +com.google.javascript.jscomp.deps.SortedDependencies,11,4,97,0,17,7,1,3,7,17.727272727272727,220,2.3655913978494625,0 +com.google.javascript.jscomp.parsing.JsDocInfoParser,58,15,776,0,347,96,0,18,54,18.29310344827586,1087,0.98193315266486,1 +com.google.javascript.jscomp.parsing.ParserRunner,7,4,41,0,19,1,1,1,2,12.142857142857142,40,0.9090909090909092,0 +com.google.javascript.jscomp.parsing.JsDocTokenStream,20,19,55,0,69,13,0,23,5,11.35,59,0.2458333333333333,0 +com.google.javascript.jscomp.parsing.TypeSafeDispatcher,44,0,57,0,55,9,0,42,1,19.204545454545453,51,0.7611940298507462,0 com.google.javascript.jscomp.parsing.IRFactory,29,19,541,0,88,4,0,86,8,15.586206896551724,224,0.4202626641651032,1 -com.google.javascript.jscomp.parsing.TransformDispatcher,56,0,416,0,36,9,0,2,4,18.589285714285715,136,0.4548494983277591,0 -com.google.javascript.jscomp.parsing.Config,1,6,6,0,7,2,0,1,9,20.0,78,6.0,0 +com.google.javascript.jscomp.parsing.Config,1,6,6,0,5,2,0,1,9,20.0,78,6.0,0 com.google.javascript.jscomp.parsing.NullErrorReporter,4,0,4,0,1,0,0,1,1,8.5,11,2.2,0 -com.google.javascript.jscomp.parsing.NewRhinoNullReporter,3,0,3,1,1,0,0,1,0,8.0,0,0.0,0 -com.google.javascript.jscomp.parsing.OldRhinoNullReporter,0,0,0,1,0,0,0,0,0,0.0,0,0.0,0 diff --git a/models/evaluation.csv b/models/evaluation.csv deleted file mode 100644 index 5feeeb2..0000000 --- a/models/evaluation.csv +++ /dev/null @@ -1,2581 +0,0 @@ -mean_fit_time,std_fit_time,mean_score_time,std_score_time,params,split0_test_precision,split1_test_precision,split2_test_precision,split3_test_precision,split4_test_precision,mean_test_precision,std_test_precision,rank_test_precision,split0_test_recall,split1_test_recall,split2_test_recall,split3_test_recall,split4_test_recall,mean_test_recall,std_test_recall,rank_test_recall,split0_test_f1,split1_test_f1,split2_test_f1,split3_test_f1,split4_test_f1,mean_test_f1,std_test_f1,rank_test_f1,classifier,param_gamma,param_kernel,param_criterion,param_splitter,param_class_weight,param_max_features,param_activation,param_hidden_layer_sizes,param_learning_rate,param_max_iter,param_solver -0.001966381072998047,9.991878881100092e-05,0.0078857421875,0.004545499139327837,{},0.42857142857142855,0.4375,0.75,0.35,0.6923076923076923,0.5316758241758242,0.15872854195194258,1,0.4,0.4666666666666667,0.6,0.4666666666666667,0.6,0.5066666666666667,0.07999999999999999,1,0.4137931034482759,0.45161290322580644,0.6666666666666665,0.4,0.6428571428571429,0.5149859632395783,0.11561659545178514,1,GaussianNB,,,,,,,,,,, -0.01894216537475586,0.010015231089991312,0.005973052978515625,0.002824676966129816,"{'gamma': 'scale', 'kernel': 'linear'}",0.5,0.7142857142857143,1.0,0.75,0.7142857142857143,0.7357142857142858,0.1590789817951435,1,0.13333333333333333,0.3333333333333333,0.2,0.2,0.3333333333333333,0.24,0.07999999999999999,3,0.2105263157894737,0.4545454545454545,0.33333333333333337,0.31578947368421056,0.4545454545454545,0.35374800637958537,0.09240163726792185,1,SVC,scale,linear,,,,,,,,, -0.0070953369140625,0.0014939099272927381,0.008760404586791993,0.003143328512849898,"{'gamma': 'scale', 'kernel': 'poly'}",0.3333333333333333,0.6,1.0,0.3333333333333333,0.5714285714285714,0.5676190476190476,0.24404750290357283,3,0.13333333333333333,0.2,0.13333333333333333,0.2,0.26666666666666666,0.18666666666666668,0.049888765156985884,5,0.19047619047619044,0.3,0.23529411764705882,0.25,0.36363636363636365,0.2678813343519225,0.059285511595118995,5,SVC,scale,poly,,,,,,,,, -0.010529422760009765,0.006177183382807054,0.025591707229614256,0.010337785619337805,"{'gamma': 'scale', 'kernel': 'rbf'}",0.3333333333333333,0.75,1.0,0.0,0.5,0.5166666666666666,0.34318767136623335,6,0.06666666666666667,0.2,0.13333333333333333,0.0,0.13333333333333333,0.10666666666666666,0.0679869268479038,7,0.1111111111111111,0.31578947368421056,0.23529411764705882,0.0,0.2105263157894737,0.17454420364637083,0.10901828012637575,8,SVC,scale,rbf,,,,,,,,, -0.004090404510498047,0.00024815306664608577,0.004067802429199218,0.00013449695628786818,"{'gamma': 'scale', 'kernel': 'sigmoid'}",0.4,0.26666666666666666,1.0,0.3333333333333333,0.5454545454545454,0.509090909090909,0.26224992460788454,7,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.4,0.29333333333333333,0.053333333333333344,1,0.32,0.26666666666666666,0.4210526315789474,0.2962962962962963,0.4615384615384615,0.35311081121607435,0.07505924508078918,3,SVC,scale,sigmoid,,,,,,,,, -0.008458137512207031,0.002640476358108475,0.009009885787963866,0.0037337937735371775,"{'gamma': 'auto', 'kernel': 'linear'}",0.5,0.7142857142857143,1.0,0.75,0.7142857142857143,0.7357142857142858,0.1590789817951435,1,0.13333333333333333,0.3333333333333333,0.2,0.2,0.3333333333333333,0.24,0.07999999999999999,3,0.2105263157894737,0.4545454545454545,0.33333333333333337,0.31578947368421056,0.4545454545454545,0.35374800637958537,0.09240163726792185,1,SVC,auto,linear,,,,,,,,, -0.012160968780517579,0.012801141886816957,0.011973190307617187,0.006364167425232809,"{'gamma': 'auto', 'kernel': 'poly'}",0.3333333333333333,0.6,1.0,0.3333333333333333,0.5714285714285714,0.5676190476190476,0.24404750290357283,3,0.13333333333333333,0.2,0.13333333333333333,0.2,0.26666666666666666,0.18666666666666668,0.049888765156985884,5,0.19047619047619044,0.3,0.23529411764705882,0.25,0.36363636363636365,0.2678813343519225,0.059285511595118995,5,SVC,auto,poly,,,,,,,,, -0.007880926132202148,0.0008206378298391601,0.017492294311523438,0.005302427213826254,"{'gamma': 'auto', 'kernel': 'rbf'}",0.5,0.75,1.0,0.0,0.5,0.55,0.33166247903554,5,0.06666666666666667,0.2,0.13333333333333333,0.0,0.13333333333333333,0.10666666666666666,0.0679869268479038,7,0.11764705882352941,0.31578947368421056,0.23529411764705882,0.0,0.2105263157894737,0.17585139318885448,0.10828657455702378,7,SVC,auto,rbf,,,,,,,,, -0.004636049270629883,0.00034248780341135544,0.009824180603027343,0.0043849555513071105,"{'gamma': 'auto', 'kernel': 'sigmoid'}",0.36363636363636365,0.26666666666666666,1.0,0.36363636363636365,0.5454545454545454,0.5078787878787879,0.26206497907937154,8,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.4,0.29333333333333333,0.053333333333333344,1,0.30769230769230765,0.26666666666666666,0.4210526315789474,0.30769230769230765,0.4615384615384615,0.35292847503373814,0.07479405207340159,4,SVC,auto,sigmoid,,,,,,,,, -0.002870655059814453,0.00015193722996572866,0.005758953094482422,0.0017327681060892446,"{'criterion': 'gini', 'splitter': 'best'}",0.3333333333333333,0.47368421052631576,0.47058823529411764,0.4166666666666667,0.47058823529411764,0.4329721362229102,0.05418703570315199,1,0.3333333333333333,0.6,0.5333333333333333,0.6666666666666666,0.5333333333333333,0.5333333333333333,0.1115546702045434,1,0.3333333333333333,0.5294117647058824,0.5,0.5128205128205129,0.5,0.4751131221719457,0.07170831442689252,1,DecisionTreeClassifier,,,gini,best,,,,,,, -0.0015141963958740234,0.0001466002477873241,0.005759382247924804,0.0012699306439647056,"{'criterion': 'gini', 'splitter': 'random'}",0.2727272727272727,0.19047619047619047,0.625,0.3684210526315789,0.35294117647058826,0.3619131384611261,0.1460700458987199,3,0.2,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.4,0.3333333333333333,0.09428090415820634,4,0.23076923076923075,0.2222222222222222,0.43478260869565216,0.4117647058823529,0.37500000000000006,0.33490775351389157,0.09058943308705988,3,DecisionTreeClassifier,,,gini,random,,,,,,, -0.0030768394470214845,0.000306834481549709,0.005528545379638672,0.000674012900654353,"{'criterion': 'entropy', 'splitter': 'best'}",0.26666666666666666,0.47058823529411764,0.5,0.2631578947368421,0.47058823529411764,0.39420020639834885,0.10611385342677707,2,0.26666666666666666,0.5333333333333333,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.4,0.11155467020454342,2,0.26666666666666666,0.5,0.4,0.29411764705882354,0.5,0.39215686274509803,0.09867246468203933,2,DecisionTreeClassifier,,,entropy,best,,,,,,, -0.0014771461486816407,0.0002290081927084137,0.0044464111328125,0.00038000264584149123,"{'criterion': 'entropy', 'splitter': 'random'}",0.25,0.3181818181818182,0.3333333333333333,0.3684210526315789,0.4,0.3339872408293461,0.05069017137623674,4,0.2,0.4666666666666667,0.2,0.4666666666666667,0.4,0.3466666666666667,0.12220201853215575,3,0.22222222222222224,0.3783783783783784,0.25,0.4117647058823529,0.4000000000000001,0.33247306129659077,0.07988917804606806,4,DecisionTreeClassifier,,,entropy,random,,,,,,, -0.6039905071258544,0.03188999746689349,0.026774835586547852,0.004206388844807593,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'sqrt'}",0.5454545454545454,0.4,0.75,0.5555555555555556,0.7142857142857143,0.5930591630591631,0.12670506197950027,8,0.4,0.26666666666666666,0.2,0.3333333333333333,0.3333333333333333,0.30666666666666664,0.06798692684790379,8,0.4615384615384615,0.32,0.31578947368421056,0.4166666666666667,0.4545454545454545,0.39370801128695865,0.06377057906342985,8,RandomForestClassifier,,,gini,,balanced,sqrt,,,,, -0.5781013011932373,0.05564882323251757,0.02649655342102051,0.003918209082705639,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'log2'}",0.5454545454545454,0.5,0.8,0.7,0.5714285714285714,0.6233766233766234,0.11050719482433714,5,0.4,0.4,0.26666666666666666,0.4666666666666667,0.26666666666666666,0.36,0.08,2,0.4615384615384615,0.4444444444444445,0.4,0.56,0.36363636363636365,0.4459238539238539,0.06654262264742115,2,RandomForestClassifier,,,gini,,balanced,log2,,,,, -0.3869161128997803,0.08432254445059283,0.023468399047851564,0.0023436774245945784,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.6,0.5,0.7142857142857143,0.5454545454545454,0.8571428571428571,0.6433766233766234,0.1286477538110719,2,0.4,0.3333333333333333,0.3333333333333333,0.4,0.4,0.37333333333333335,0.03265986323710906,1,0.48,0.4,0.4545454545454545,0.4615384615384615,0.5454545454545455,0.4683076923076923,0.046881786466532106,1,RandomForestClassifier,,,entropy,,balanced,sqrt,,,,, -0.32162203788757326,0.0047881187068564875,0.03202743530273437,0.008690280283939367,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'log2'}",0.6,0.5454545454545454,0.75,0.4166666666666667,0.8333333333333334,0.6290909090909091,0.147850841870074,4,0.4,0.4,0.2,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.07302967433402216,6,0.48,0.4615384615384615,0.31578947368421056,0.3703703703703704,0.47619047619047616,0.4207777563567038,0.06603441952335282,7,RandomForestClassifier,,,entropy,,balanced,log2,,,,, -0.41821537017822263,0.009259080025755536,0.024802255630493163,0.003990168836442474,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'sqrt'}",0.6,0.5,1.0,0.4444444444444444,0.625,0.6338888888888888,0.19446349113063885,3,0.4,0.4,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.3466666666666666,0.0498887651569859,5,0.48,0.4444444444444445,0.5,0.33333333333333337,0.43478260869565216,0.438512077294686,0.05764318253936933,4,RandomForestClassifier,,,gini,,balanced_subsample,sqrt,,,,, -0.40772690773010256,0.0059426121650757125,0.023858404159545897,0.004353049390873106,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'log2'}",0.6,0.5,0.75,0.5454545454545454,0.6666666666666666,0.6124242424242424,0.08848484848484849,6,0.4,0.26666666666666666,0.2,0.4,0.4,0.3333333333333333,0.08432740427115679,6,0.48,0.3478260869565218,0.31578947368421056,0.4615384615384615,0.5,0.42103080443583873,0.07455070558630403,6,RandomForestClassifier,,,gini,,balanced_subsample,log2,,,,, -0.37709555625915525,0.02576801101973342,0.016310501098632812,0.003949951150348951,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.5454545454545454,0.5,1.0,0.5555555555555556,0.8571428571428571,0.6916305916305917,0.19954555250382114,1,0.4,0.4,0.2,0.3333333333333333,0.4,0.3466666666666667,0.07774602526460402,3,0.4615384615384615,0.4444444444444445,0.33333333333333337,0.4166666666666667,0.5454545454545455,0.44028749028749037,0.06859464780547175,3,RandomForestClassifier,,,entropy,,balanced_subsample,sqrt,,,,, -0.23514204025268554,0.03454440029380413,0.01208810806274414,0.0014782786299628685,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'log2'}",0.5454545454545454,0.5555555555555556,0.8333333333333334,0.4,0.6666666666666666,0.6002020202020202,0.14411051320540383,7,0.4,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.4,0.3466666666666667,0.0498887651569859,3,0.4615384615384615,0.4166666666666667,0.47619047619047616,0.32,0.5,0.43487912087912084,0.06354051199341783,5,RandomForestClassifier,,,entropy,,balanced_subsample,log2,,,,, -0.010020637512207031,0.0013816162145856529,0.002998161315917969,4.3808179630356906e-05,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,4,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,68,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,42,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,lbfgs -0.3607365131378174,0.03449051443786047,0.007298946380615234,0.005064105512965582,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.4,0.5454545454545454,0.75,0.8,0.7777777777777778,0.6546464646464646,0.15630032910482858,29,0.13333333333333333,0.4,0.2,0.26666666666666666,0.4666666666666667,0.29333333333333333,0.12364824660660939,86,0.2,0.4615384615384615,0.31578947368421056,0.4,0.5833333333333334,0.3921322537112011,0.12975361185237932,72,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,sgd -0.3516520977020264,0.11388625055622358,0.007329320907592774,0.004999598664408166,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.42857142857142855,0.6666666666666666,1.0,0.5714285714285714,0.7777777777777778,0.6888888888888888,0.19326007943142126,20,0.2,0.4,0.3333333333333333,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.09428090415820634,61,0.27272727272727276,0.5,0.5,0.36363636363636365,0.5833333333333334,0.44393939393939397,0.1108859058395878,31,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,adam -0.012395954132080078,0.003913199144173247,0.005047845840454102,0.004042244396264593,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,4,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,68,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,42,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,lbfgs -0.4403378486633301,0.21881784107906005,0.007883358001708984,0.004684498375347126,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.049586776859504134,0.10144927536231885,0.12121212121212122,0.16901408450704225,0.02,0.0922524515881973,0.05264288913269485,100,0.4,0.4666666666666667,0.8,0.8,0.06666666666666667,0.5066666666666667,0.27519689920733725,7,0.08823529411764706,0.16666666666666669,0.2105263157894737,0.27906976744186046,0.030769230769230767,0.15505345495697573,0.08775350219496018,97,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,sgd -0.4033671855926514,0.07266136834358236,0.005245828628540039,0.00401976365796842,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.6666666666666666,0.8333333333333334,0.5714285714285714,0.6363636363636364,0.6615584415584416,0.09173910925397914,27,0.2,0.4,0.3333333333333333,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.09428090415820634,61,0.3,0.5,0.47619047619047616,0.36363636363636365,0.5384615384615385,0.4356576756576757,0.08937734744141206,53,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,adam -0.019973897933959962,0.002213564417641746,0.007493782043457031,0.005190143773792959,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,4,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,68,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,42,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,lbfgs -0.5136752128601074,0.037718424294569924,0.0031707763671875,8.14363880504434e-05,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.3333333333333333,0.5,0.6666666666666666,0.5,0.75,0.55,0.14529663145135577,51,0.13333333333333333,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.4,0.2666666666666667,0.08432740427115679,93,0.19047619047619044,0.3478260869565218,0.3809523809523809,0.3478260869565218,0.5217391304347827,0.3577639751552795,0.1054592621431494,83,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,sgd -0.4168729782104492,0.09880021818303772,0.005219841003417968,0.004137469661048889,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.6666666666666666,1.0,0.5714285714285714,0.7777777777777778,0.7231746031746031,0.15556721692603287,14,0.2,0.4,0.3333333333333333,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.09428090415820634,61,0.3,0.5,0.5,0.36363636363636365,0.5833333333333334,0.4493939393939394,0.10269821704045023,24,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,adam -0.028362035751342773,0.008017848173563439,0.00858621597290039,0.006558605175896925,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,4,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,68,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,42,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,lbfgs -0.3872657299041748,0.02911970378148199,0.009518051147460937,0.0051964497735770545,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.25,0.6,0.7142857142857143,0.5,0.75,0.5628571428571428,0.17953454559283147,48,0.06666666666666667,0.4,0.3333333333333333,0.26666666666666666,0.4,0.29333333333333333,0.12364824660660939,86,0.10526315789473685,0.48,0.4545454545454545,0.3478260869565218,0.5217391304347827,0.38187476596629916,0.14976309641774666,79,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,sgd -0.32999911308288576,0.039625674901396624,0.0036659717559814455,0.0003236061407940953,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7088888888888889,0.171327424599079,15,0.13333333333333333,0.4,0.3333333333333333,0.2,0.4666666666666667,0.30666666666666664,0.12364824660660939,80,0.2105263157894737,0.5,0.5,0.3,0.5833333333333334,0.41877192982456146,0.139820929315128,59,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,adam -0.02790532112121582,0.0052344228747481444,0.007348346710205078,0.004976919641769898,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,4,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,68,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,42,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,lbfgs -0.6503042697906494,0.4383229727069377,0.006270408630371094,0.004906025680363493,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.21428571428571427,0.25925925925925924,0.23529411764705882,0.02564102564102564,0.11702127659574468,0.17030027868576053,0.08699145869301138,94,0.6,0.4666666666666667,0.8,0.13333333333333333,0.7333333333333333,0.5466666666666666,0.23626726862225803,3,0.3157894736842105,0.33333333333333337,0.3636363636363636,0.043010752688172046,0.2018348623853211,0.2515209571454801,0.1177614409418905,90,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,sgd -0.41329569816589357,0.13738187395475693,0.015935277938842772,0.012547953374425344,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7088888888888889,0.171327424599079,15,0.13333333333333333,0.4,0.3333333333333333,0.2,0.4666666666666667,0.30666666666666664,0.12364824660660939,80,0.2105263157894737,0.5,0.5,0.3,0.5833333333333334,0.41877192982456146,0.139820929315128,59,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,adam -0.036172676086425784,0.019886176142222853,0.011193084716796874,0.00705655833652713,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,4,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,68,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,42,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,lbfgs -0.8164320468902588,0.05998242710265928,0.006014776229858398,0.0032671616975706408,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.6,1.0,0.5,0.7142857142857143,0.6628571428571429,0.1861752520873704,26,0.13333333333333333,0.4,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.29333333333333333,0.09043106644167025,86,0.2105263157894737,0.48,0.5,0.3478260869565218,0.4545454545454545,0.39857957145829,0.1076917013849613,70,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,sgd -0.5214606285095215,0.08703351451521502,0.011371660232543945,0.005896000966319717,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.6666666666666666,1.0,0.6666666666666666,0.7777777777777778,0.7422222222222221,0.14096668024136627,3,0.2,0.4,0.3333333333333333,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.09428090415820634,61,0.3,0.5,0.5,0.3809523809523809,0.5833333333333334,0.45285714285714285,0.10000453504455915,22,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,adam -0.11925277709960938,0.02931378950355962,0.014525842666625977,0.009873452423356145,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,4,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,68,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,42,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,lbfgs -0.6936478614807129,0.11646775700868084,0.006774234771728516,0.004205199853723837,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.25,0.6666666666666666,1.0,0.5714285714285714,0.7777777777777778,0.6531746031746032,0.24707408489470484,30,0.06666666666666667,0.4,0.3333333333333333,0.26666666666666666,0.4666666666666667,0.30666666666666664,0.13727506854649335,80,0.10526315789473685,0.5,0.5,0.36363636363636365,0.5833333333333334,0.4104465709728868,0.16808187113988404,65,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,sgd -0.3264124870300293,0.07002445500836395,0.009477710723876953,0.005646535854029447,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,4,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,68,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,42,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,adam -0.09579777717590332,0.014387177994235906,0.007081460952758789,0.004045208306420183,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,4,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,68,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,42,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,lbfgs -1.6192376136779785,0.30724375260873427,0.013385200500488281,0.005111056042877519,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.06818181818181818,0.20833333333333334,0.14285714285714285,0.26666666666666666,0.5,0.2372077922077922,0.14712792329418498,92,0.4,0.6666666666666666,0.5333333333333333,0.26666666666666666,0.13333333333333333,0.4,0.18856180831641264,40,0.11650485436893203,0.3174603174603175,0.22535211267605632,0.26666666666666666,0.2105263157894737,0.22730205339228923,0.06669232686049929,91,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,sgd -0.2729928016662598,0.0371229836850146,0.014513015747070312,0.00553950454537749,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7088888888888889,0.171327424599079,15,0.13333333333333333,0.4,0.3333333333333333,0.2,0.4666666666666667,0.30666666666666664,0.12364824660660939,80,0.2105263157894737,0.5,0.5,0.3,0.5833333333333334,0.41877192982456146,0.139820929315128,59,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,adam -0.0915112018585205,0.00647659498848415,0.006613779067993164,0.004019983996197195,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,4,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,68,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,42,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,lbfgs -0.7458460807800293,0.1339276662150877,0.006285381317138672,0.004477075005547494,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.4,0.6666666666666666,1.0,0.5,0.7777777777777778,0.6688888888888889,0.2108653540315815,24,0.13333333333333333,0.4,0.3333333333333333,0.26666666666666666,0.4666666666666667,0.32,0.11469767022723504,68,0.2,0.5,0.5,0.3478260869565218,0.5833333333333334,0.426231884057971,0.1363030957881921,56,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,sgd -0.2859847068786621,0.03431516710705545,0.008257722854614258,0.0053435171080664,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7088888888888889,0.171327424599079,15,0.13333333333333333,0.4,0.3333333333333333,0.2,0.4666666666666667,0.30666666666666664,0.12364824660660939,80,0.2105263157894737,0.5,0.5,0.3,0.5833333333333334,0.41877192982456146,0.139820929315128,59,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,adam -0.1411224365234375,0.03544872998796613,0.008017158508300782,0.005001465760610668,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.29411764705882354,0.46153846153846156,0.6,0.3157894736842105,0.4090909090909091,0.416107298274481,0.110340280038476,86,0.3333333333333333,0.4,0.2,0.4,0.6,0.3866666666666667,0.12927146286443544,45,0.3125,0.42857142857142855,0.3,0.35294117647058826,0.4864864864864865,0.37609981830570066,0.07114903839442831,81,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,lbfgs -0.8866663932800293,0.17597508009406038,0.008015727996826172,0.005756411180644903,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,sgd -0.7658285140991211,0.10343401238441721,0.005440664291381836,0.004295877265708465,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.0,0.6666666666666666,1.0,0.5714285714285714,0.8,0.6076190476190476,0.33614595685265947,40,0.0,0.4,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.24,0.13063945294843618,94,0.0,0.5,0.4210526315789474,0.36363636363636365,0.4,0.3369377990430622,0.17428787760387676,84,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,adam -0.11155619621276855,0.023149203067641323,0.010309553146362305,0.005484712880117092,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4,0.38095238095238093,0.7142857142857143,0.29411764705882354,0.375,0.43287114845938374,0.14530783368740344,85,0.4,0.5333333333333333,0.3333333333333333,0.3333333333333333,0.4,0.4,0.07302967433402216,40,0.4000000000000001,0.4444444444444444,0.4545454545454545,0.3125,0.38709677419354843,0.3997173346366895,0.0505427719683433,68,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,lbfgs -0.2722477436065674,0.1830189494012129,0.007608985900878907,0.005053189498182865,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.09876543209876543,0.050724637681159424,0.10067114093959731,0.10067114093959731,0.07016647033182388,0.03995069182772098,102,0.0,0.5333333333333333,0.4666666666666667,1.0,1.0,0.6,0.37475918193480523,2,0.0,0.16666666666666666,0.09150326797385622,0.18292682926829268,0.18292682926829268,0.12480471863542164,0.07098448646238346,100,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,sgd -0.8449867248535157,0.10913717227857284,0.009803533554077148,0.005456155944866198,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,adam -0.18095159530639648,0.055778631147535285,0.010375642776489257,0.0053481726638609,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.36,0.5714285714285714,0.7272727272727273,0.4,0.5384615384615384,0.5194325674325674,0.13110766562946044,56,0.6,0.5333333333333333,0.5333333333333333,0.5333333333333333,0.4666666666666667,0.5333333333333333,0.04216370213557838,6,0.45,0.5517241379310344,0.6153846153846153,0.4571428571428572,0.5,0.5148503220917015,0.062004951858549893,2,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,lbfgs -1.0698363780975342,0.19727687543429193,0.005985164642333984,0.004159233443898949,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,sgd -0.7245211601257324,0.051976799751510115,0.011237287521362304,0.006571366322027173,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.4,1.0,0.0,0.75,0.53,0.33704599092705434,54,0.06666666666666667,0.13333333333333333,0.26666666666666666,0.0,0.4,0.17333333333333334,0.14360439485692011,99,0.11764705882352941,0.2,0.4210526315789474,0.0,0.5217391304347827,0.2520877641674519,0.19266378228484085,89,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,adam -0.11456317901611328,0.01327244531791899,0.011951494216918945,0.0045012940322330325,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.36363636363636365,0.5,0.6666666666666666,0.38461538461538464,0.29411764705882354,0.4418072123954476,0.13049288806230008,80,0.26666666666666666,0.7333333333333333,0.4,0.3333333333333333,0.3333333333333333,0.4133333333333333,0.16546231527987806,36,0.30769230769230765,0.5945945945945945,0.5,0.3571428571428571,0.3125,0.4143859518859519,0.11388237171762726,64,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,lbfgs -1.461390733718872,0.05397095928841524,0.005532741546630859,0.00405109670497369,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.6666666666666666,1.0,1.0,1.0,0.8333333333333333,0.21081851067789195,1,0.06666666666666667,0.13333333333333333,0.06666666666666667,0.2,0.06666666666666667,0.10666666666666666,0.05333333333333334,101,0.11764705882352941,0.2222222222222222,0.125,0.33333333333333337,0.125,0.184640522875817,0.08381413266394318,93,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,sgd -0.674845552444458,0.05652378726433219,0.0061167716979980465,0.0052701223426975,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.6,1.0,0.4166666666666667,0.6666666666666666,0.6566666666666666,0.19078784028338913,28,0.2,0.4,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.36,0.1083205120618128,54,0.3,0.48,0.5,0.3703703703703704,0.5925925925925926,0.4485925925925926,0.10253157698892272,25,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,adam -0.12911520004272461,0.009559817866751443,0.010929012298583984,0.006072584021220611,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4117647058823529,0.4666666666666667,0.6923076923076923,0.2,0.6923076923076923,0.49260935143288087,0.18578910993346492,65,0.4666666666666667,0.4666666666666667,0.6,0.2,0.6,0.4666666666666666,0.1460593486680443,11,0.43749999999999994,0.4666666666666667,0.6428571428571429,0.20000000000000004,0.6428571428571429,0.4779761904761905,0.1633453070718704,9,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,lbfgs -0.9938213348388671,0.6372330419578649,0.004087018966674805,0.0002747113206283282,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.46153846153846156,0.0,0.0,0.09230769230769231,0.18461538461538463,99,0.0,0.0,0.8,0.0,0.0,0.16,0.32,100,0.0,0.0,0.5853658536585367,0.0,0.0,0.11707317073170734,0.2341463414634147,102,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,sgd -0.6615062236785889,0.0432581352136235,0.005695056915283203,0.004554439724704358,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.6,1.0,0.5,0.6363636363636364,0.6806060606060605,0.16928087515244694,22,0.26666666666666666,0.4,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.36,0.0679869268479038,54,0.3809523809523809,0.48,0.5,0.4,0.5384615384615385,0.4598827838827839,0.060007783489741284,17,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,adam -0.1109084129333496,0.0077085078839570125,0.005667781829833985,0.0040076389296182045,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.47058823529411764,0.6153846153846154,0.3333333333333333,0.42105263157894735,0.4680717631182027,0.09283540766006926,74,0.26666666666666666,0.5333333333333333,0.5333333333333333,0.26666666666666666,0.5333333333333333,0.42666666666666664,0.13063945294843618,24,0.3478260869565218,0.5,0.5714285714285715,0.2962962962962963,0.47058823529411764,0.43722783799510145,0.10091329924164104,41,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,lbfgs -1.5834653854370118,0.09155701053256718,0.006360530853271484,0.004356068374320896,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.5,1.0,1.0,1.0,0.8,0.2449489742783178,2,0.13333333333333333,0.06666666666666667,0.06666666666666667,0.06666666666666667,0.13333333333333333,0.09333333333333334,0.03265986323710904,102,0.2105263157894737,0.11764705882352941,0.125,0.125,0.23529411764705882,0.1626934984520124,0.04985902064070125,95,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,sgd -0.6149458408355712,0.07064290196363225,0.013897037506103516,0.005106192797080684,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.6,1.0,0.5,0.6363636363636364,0.6672727272727272,0.17244953747460912,25,0.2,0.4,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.3466666666666667,0.08844332774281068,58,0.3,0.48,0.5,0.4,0.5384615384615385,0.4436923076923078,0.0848840490030249,32,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,adam -0.9543866157531739,0.2972860295118155,0.0068457603454589845,0.004085517484423132,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.375,0.5,0.7777777777777778,0.25,0.4375,0.46805555555555556,0.1755502812147218,75,0.4,0.5333333333333333,0.4666666666666667,0.26666666666666666,0.4666666666666667,0.42666666666666664,0.09043106644167025,24,0.38709677419354843,0.5161290322580646,0.5833333333333334,0.2580645161290323,0.45161290322580644,0.439247311827957,0.11168829160927812,39,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,lbfgs -0.6298051834106445,0.03756405712928187,0.011925983428955077,0.006094686144394638,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,sgd -2.953198289871216,0.6561404894161506,0.008604192733764648,0.00551690538515891,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.5384615384615384,0.8333333333333334,0.375,0.6923076923076923,0.6128205128205128,0.1530884117150819,37,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.4,0.6,0.42666666666666664,0.09977753031397177,24,0.43478260869565216,0.5,0.47619047619047616,0.38709677419354843,0.6428571428571429,0.4881854003873639,0.08634532922556372,5,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,adam -0.8278617858886719,0.2641684929559806,0.011110973358154298,0.005484449425314696,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.38461538461538464,0.625,0.35714285714285715,0.6153846153846154,0.49642857142857144,0.11188977316092234,62,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.3333333333333333,0.12649110640673517,61,0.2105263157894737,0.3571428571428571,0.43478260869565216,0.3448275862068965,0.5714285714285715,0.3837415878526902,0.11836968538261981,78,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,lbfgs -0.5758946418762207,0.11445610027788007,0.008901596069335938,0.005782117525885388,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,sgd -7.075103425979615,5.339924333269138,0.010443019866943359,0.005546174594038348,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.5384615384615384,0.5454545454545454,0.42857142857142855,0.4166666666666667,0.5108308358308358,0.07826922240588075,58,0.3333333333333333,0.4666666666666667,0.4,0.4,0.3333333333333333,0.38666666666666666,0.0498887651569859,48,0.43478260869565216,0.5,0.4615384615384615,0.4137931034482759,0.3703703703703704,0.4360969088105519,0.04370364433896308,52,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,adam -0.9560726642608642,0.2714591492585596,0.007104921340942383,0.005711768722868808,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4444444444444444,0.3125,0.5714285714285714,0.26666666666666666,0.4444444444444444,0.4078968253968254,0.10813010765464859,87,0.5333333333333333,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.5333333333333333,0.3866666666666666,0.12220201853215573,49,0.4848484848484848,0.3225806451612903,0.36363636363636365,0.26666666666666666,0.4848484848484848,0.384516129032258,0.0875141449052041,76,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,lbfgs -0.9992183208465576,0.04718596677120931,0.006072425842285156,0.003183516353210725,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,sgd -3.111834001541138,0.8049328073194484,0.009875822067260741,0.005299482728455645,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.5454545454545454,0.8333333333333334,0.35714285714285715,0.6923076923076923,0.6106476856476857,0.15810002334197257,39,0.3333333333333333,0.4,0.3333333333333333,0.3333333333333333,0.6,0.4,0.10327955589886445,40,0.43478260869565216,0.4615384615384615,0.47619047619047616,0.3448275862068965,0.6428571428571429,0.4720392550977259,0.09682676952541908,11,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,adam -0.22178521156311035,0.08252563098815134,0.009594392776489259,0.011798276716347903,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3125,0.3157894736842105,0.3333333333333333,0.25,0.42857142857142855,0.3280388471177945,0.05764788998178196,91,0.3333333333333333,0.4,0.26666666666666666,0.26666666666666666,0.4,0.3333333333333333,0.059628479399994404,61,0.3225806451612903,0.35294117647058826,0.2962962962962963,0.2580645161290323,0.4137931034482759,0.32873514750109656,0.0527357237808456,86,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,lbfgs -0.6948832035064697,0.059708941473930036,0.026326990127563475,0.01569609460989995,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.25,0.5555555555555556,0.8,0.38461538461538464,0.6153846153846154,0.5211111111111111,0.18972888215886863,55,0.13333333333333333,0.3333333333333333,0.5333333333333333,0.3333333333333333,0.5333333333333333,0.37333333333333335,0.14966629547095767,52,0.1739130434782609,0.4166666666666667,0.64,0.3571428571428571,0.5714285714285715,0.43183022774327123,0.1644091010206043,55,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,sgd -1.439610767364502,0.3509620849131259,0.010626077651977539,0.010910253747651312,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.5,1.0,0.36363636363636365,0.7,0.6127272727272727,0.22138556919531563,38,0.26666666666666666,0.3333333333333333,0.4,0.26666666666666666,0.4666666666666667,0.3466666666666667,0.07774602526460402,58,0.3478260869565218,0.4,0.5714285714285715,0.30769230769230765,0.56,0.4373893932154802,0.10884920646322774,40,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,adam -0.26757197380065917,0.08959993903142247,0.01544184684753418,0.006684664666348685,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.2777777777777778,0.34782608695652173,0.5,0.2727272727272727,0.42857142857142855,0.3653805132066002,0.08795739663730963,90,0.3333333333333333,0.5333333333333333,0.4666666666666667,0.2,0.4,0.3866666666666667,0.11469767022723501,45,0.303030303030303,0.4210526315789474,0.4827586206896552,0.23076923076923075,0.4137931034482759,0.3702807779032825,0.09067355388673214,82,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,lbfgs -0.3775108814239502,0.14514149081274164,0.02291426658630371,0.009994148019317388,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.1774193548387097,0.10679611650485436,0.04918032786885246,0.10655737704918032,0.13274336283185842,0.11453930781869107,0.04166713914532054,97,0.7333333333333333,0.7333333333333333,0.4,0.8666666666666667,1.0,0.7466666666666667,0.19955506062794354,1,0.2857142857142857,0.18644067796610167,0.08759124087591241,0.1897810218978102,0.23437500000000003,0.196780445290822,0.06542287611099407,92,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,sgd -1.3798346519470215,0.09885399904287637,0.006734418869018555,0.004270145729866703,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6363636363636364,0.5,0.75,0.42105263157894735,0.6363636363636364,0.5887559808612439,0.11535566646856145,44,0.4666666666666667,0.4,0.4,0.5333333333333333,0.4666666666666667,0.4533333333333333,0.04988876515698588,13,0.5384615384615385,0.4444444444444445,0.5217391304347827,0.47058823529411764,0.5384615384615385,0.5027389774192844,0.03832787847872921,4,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,adam -0.27892427444458007,0.07150873500459363,0.007090616226196289,0.0065601335425441235,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4117647058823529,0.4375,0.5555555555555556,0.5833333333333334,0.3157894736842105,0.46078861369109053,0.09794736877503758,77,0.4666666666666667,0.4666666666666667,0.3333333333333333,0.4666666666666667,0.4,0.42666666666666664,0.053333333333333344,24,0.43749999999999994,0.45161290322580644,0.4166666666666667,0.5185185185185186,0.35294117647058826,0.435447852976316,0.05352819865793808,54,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,lbfgs -0.8089053153991699,0.06688927832128147,0.00744175910949707,0.0050420426342709474,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.3333333333333333,0.5454545454545454,0.6666666666666666,0.6,0.7,0.5690909090909091,0.12942480648082388,47,0.06666666666666667,0.4,0.26666666666666666,0.4,0.4666666666666667,0.32,0.1423610433604175,68,0.1111111111111111,0.4615384615384615,0.3809523809523809,0.48,0.56,0.3987203907203907,0.15465988307497094,69,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,sgd -0.9030572891235351,0.15809352244641386,0.008420276641845702,0.0063084948202334875,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.5454545454545454,0.8571428571428571,0.3076923076923077,0.5384615384615384,0.5697502497502498,0.17535859709239804,46,0.4,0.4,0.4,0.26666666666666666,0.4666666666666667,0.3866666666666667,0.06531972647421809,45,0.48,0.4615384615384615,0.5454545454545455,0.28571428571428575,0.5,0.45454145854145855,0.08891724020971056,21,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,adam -0.08152670860290527,0.0018813165859565993,0.0055027961730957035,0.004202024783510162,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5454545454545454,0.5,0.5454545454545454,0.375,0.46153846153846156,0.4854895104895105,0.06353542290190085,67,0.4,0.6,0.4,0.4,0.4,0.43999999999999995,0.07999999999999999,21,0.4615384615384615,0.5454545454545454,0.4615384615384615,0.38709677419354843,0.42857142857142855,0.45683993425928904,0.05207670962004575,20,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,lbfgs -0.6974550724029541,0.028188680676314453,0.005539417266845703,0.004125452182444419,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.42857142857142855,0.625,1.0,0.45454545454545453,0.6666666666666666,0.6349567099567099,0.20469702806093007,33,0.2,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.5333333333333333,0.3333333333333333,0.1115546702045434,61,0.27272727272727276,0.43478260869565216,0.4210526315789474,0.3846153846153846,0.5925925925925926,0.42115409804196985,0.10290044126604538,58,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,sgd -4.062659168243409,0.25063821310381956,0.01460261344909668,0.0007374721064754471,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5833333333333334,0.5,0.6153846153846154,0.3333333333333333,0.5,0.5064102564102565,0.09780631345005464,60,0.4666666666666667,0.4666666666666667,0.5333333333333333,0.4,0.3333333333333333,0.44000000000000006,0.06798692684790379,19,0.5185185185185186,0.4827586206896552,0.5714285714285715,0.3636363636363636,0.4,0.46726841485462184,0.07613212133736821,13,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,adam -0.08798460960388184,0.00550207295298565,0.007647895812988281,0.004995222255822648,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35,0.5,0.5,0.26666666666666666,0.35714285714285715,0.39476190476190476,0.09162676930137671,88,0.4666666666666667,0.5333333333333333,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.3866666666666666,0.09797958971132713,49,0.4,0.5161290322580646,0.4,0.26666666666666666,0.3448275862068965,0.3855246570263256,0.08155985211328218,75,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,lbfgs -0.2812031269073486,0.08095049120363589,0.012208032608032226,0.00436877947086724,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.10144927536231885,0.21052631578947367,0.0392156862745098,0.19230769230769232,0.014285714285714285,0.11155693680394177,0.07888312185680708,98,0.4666666666666667,0.8,0.13333333333333333,0.6666666666666666,0.06666666666666667,0.42666666666666664,0.28782710859897204,24,0.16666666666666669,0.3333333333333333,0.0606060606060606,0.29850746268656714,0.023529411764705882,0.17652858701146673,0.12362088157533488,94,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,sgd -4.200989532470703,0.11896586124955374,0.010480737686157227,0.005603448742237905,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5384615384615384,0.6,0.6363636363636364,0.3125,0.35714285714285715,0.48889360639360635,0.1304009084582986,66,0.4666666666666667,0.6,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.43999999999999995,0.09977753031397177,21,0.5,0.6,0.5384615384615385,0.3225806451612903,0.3448275862068965,0.46117395396594507,0.10908536671927885,15,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,adam -0.09657468795776367,0.0125449887711503,0.010285377502441406,0.005369316212997306,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.38461538461538464,0.5,0.45454545454545453,0.3684210526315789,0.5,0.44151637835848356,0.05584097878615034,81,0.3333333333333333,0.6666666666666666,0.3333333333333333,0.4666666666666667,0.5333333333333333,0.4666666666666666,0.12649110640673517,11,0.3571428571428571,0.5714285714285715,0.3846153846153846,0.4117647058823529,0.5161290322580646,0.44821611026544617,0.08180656474696334,26,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,lbfgs -0.9602491855621338,0.054340002724919685,0.010216569900512696,0.005166069499124436,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.5833333333333334,0.8333333333333334,0.5714285714285714,0.7777777777777778,0.6531746031746032,0.12884548491162337,30,0.2,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.4666666666666667,0.3466666666666667,0.10666666666666667,58,0.28571428571428575,0.5185185185185186,0.47619047619047616,0.36363636363636365,0.5833333333333334,0.44547859547859553,0.10724249559845307,29,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,sgd -4.350887155532837,0.31589791886398866,0.005805826187133789,0.004018545286834362,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.6153846153846154,0.5454545454545454,0.375,0.5454545454545454,0.5162587412587413,0.07968576728101553,57,0.4,0.5333333333333333,0.4,0.4,0.4,0.42666666666666664,0.05333333333333332,24,0.4444444444444445,0.5714285714285715,0.4615384615384615,0.38709677419354843,0.4615384615384615,0.4652093426286975,0.059736470680708156,14,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,adam -0.2860408306121826,0.05771521593528116,0.008009004592895507,0.005079588131604428,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42857142857142855,0.4117647058823529,0.625,0.375,0.5294117647058824,0.47394957983193275,0.0912243803955984,71,0.4,0.4666666666666667,0.3333333333333333,0.4,0.6,0.44000000000000006,0.09043106644167023,19,0.4137931034482759,0.43749999999999994,0.43478260869565216,0.38709677419354843,0.5625,0.4471344972674952,0.060449596596378316,28,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,lbfgs -1.038561725616455,0.10445326166232712,0.014220571517944336,0.0002906507536243633,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6,0.5,0.8333333333333334,0.5555555555555556,0.6923076923076923,0.6362393162393163,0.11693932010929901,32,0.2,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.6,0.36,0.13063945294843615,54,0.3,0.4,0.47619047619047616,0.4166666666666667,0.6428571428571429,0.4471428571428572,0.113092982433646,27,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,sgd -4.290873241424561,0.07922358501503074,0.006619644165039062,0.00444090440545726,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.46153846153846156,0.5333333333333333,0.5,0.2631578947368421,0.42857142857142855,0.4373202236360131,0.09396047346470085,83,0.4,0.5333333333333333,0.26666666666666666,0.3333333333333333,0.4,0.3866666666666666,0.08844332774281066,49,0.42857142857142855,0.5333333333333333,0.3478260869565218,0.29411764705882354,0.4137931034482759,0.40352831987367666,0.08081497221690823,67,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,adam -0.2698379039764404,0.02835029928561405,0.012405872344970703,0.00433549920996704,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3125,0.5,0.5384615384615384,0.4,0.4166666666666667,0.43352564102564095,0.07935462479277831,84,0.3333333333333333,0.4666666666666667,0.4666666666666667,0.4,0.3333333333333333,0.39999999999999997,0.059628479399994404,44,0.3225806451612903,0.4827586206896552,0.5,0.4000000000000001,0.3703703703703704,0.4151419272442632,0.0671926647049103,63,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,lbfgs -1.7400629997253418,0.8857600637514947,0.012191009521484376,0.004173562992665493,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.16666666666666666,0.1276595744680851,0.25,0.0,0.09859154929577464,0.12858355808610528,0.08200778167134805,95,0.26666666666666666,0.8,0.06666666666666667,0.0,0.9333333333333333,0.4133333333333333,0.3827386691841953,36,0.2051282051282051,0.2201834862385321,0.10526315789473685,0.0,0.17834394904458595,0.14178375966121198,0.08115672763698814,99,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,sgd -4.808316230773926,0.35751620006841667,0.009096860885620117,0.006089693392349671,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.5333333333333333,0.7,0.3076923076923077,0.4375,0.4957051282051282,0.12799014025552843,64,0.5333333333333333,0.5333333333333333,0.4666666666666667,0.26666666666666666,0.4666666666666667,0.4533333333333333,0.09797958971132711,13,0.5161290322580646,0.5333333333333333,0.56,0.28571428571428575,0.45161290322580644,0.4693579109062981,0.09852537455268555,12,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,adam -0.29267568588256837,0.049495370620641736,0.006433343887329102,0.004169313680778676,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6153846153846154,0.6363636363636364,0.6,0.375,0.46153846153846156,0.5376573426573427,0.10190442919769041,52,0.5333333333333333,0.4666666666666667,0.6,0.4,0.4,0.48,0.07774602526460399,10,0.5714285714285715,0.5384615384615385,0.6,0.38709677419354843,0.42857142857142855,0.5051116625310174,0.08282495336772491,3,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,lbfgs -1.4574649810791016,0.1410542180690263,0.006482362747192383,0.0039113818572725605,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.6666666666666666,1.0,0.5,0.7,0.6733333333333332,0.18306040290327974,23,0.2,0.4,0.3333333333333333,0.4,0.4666666666666667,0.36000000000000004,0.09043106644167025,53,0.28571428571428575,0.5,0.5,0.4444444444444445,0.56,0.45803174603174607,0.09359285805477452,19,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,sgd -4.822034597396851,0.08885023179934842,0.006339406967163086,0.005010155942027081,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.47058823529411764,0.4444444444444444,0.4090909090909091,0.42857142857142855,0.4505390034801799,0.031893649520794064,78,0.4666666666666667,0.5333333333333333,0.26666666666666666,0.6,0.4,0.4533333333333333,0.11469767022723501,13,0.4827586206896552,0.5,0.33333333333333337,0.4864864864864865,0.4137931034482759,0.44327430879155016,0.06261032947282505,33,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,adam -0.2514524459838867,0.11461575352791262,0.007750368118286133,0.005058401407339793,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4090909090909091,0.35294117647058826,0.8181818181818182,0.4375,0.46153846153846156,0.49585047305635543,0.1651846705241185,63,0.6,0.4,0.6,0.4666666666666667,0.4,0.49333333333333335,0.09043106644167022,8,0.4864864864864865,0.37500000000000006,0.6923076923076923,0.45161290322580644,0.42857142857142855,0.48679570211828277,0.10896003680800227,6,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,lbfgs -0.8957545757293701,0.10340636878112348,0.011548376083374024,0.007823024646442796,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.3333333333333333,0.5555555555555556,0.6666666666666666,0.75,0.7142857142857143,0.6039682539682539,0.15034184613043966,41,0.13333333333333333,0.3333333333333333,0.13333333333333333,0.2,0.3333333333333333,0.22666666666666666,0.09043106644167023,96,0.19047619047619044,0.4166666666666667,0.2222222222222222,0.31578947368421056,0.4545454545454545,0.31994000151894886,0.10373190962936651,87,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,sgd -1.2222064018249512,0.4200164491586912,0.0036567211151123046,0.00020916235699805697,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.5384615384615384,0.8,0.4,0.75,0.5976923076923077,0.15248629776447836,42,0.13333333333333333,0.4666666666666667,0.26666666666666666,0.26666666666666666,0.4,0.30666666666666664,0.11623730516108463,80,0.2105263157894737,0.5,0.4,0.32,0.5217391304347827,0.39045308924485134,0.1154685891162557,73,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,adam -0.2734062671661377,0.04397004056901455,0.00609893798828125,0.004401843316869331,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3157894736842105,0.45,0.38461538461538464,0.21428571428571427,0.5384615384615384,0.38063042220936955,0.11100773843789616,89,0.4,0.6,0.3333333333333333,0.2,0.4666666666666667,0.4,0.13333333333333333,40,0.35294117647058826,0.5142857142857143,0.3571428571428571,0.20689655172413796,0.5,0.38625325992465953,0.11265573174781607,74,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,lbfgs -0.1060258388519287,0.06369208840326696,0.005976581573486328,0.004146010260812196,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.11224489795918367,0.0,0.12871287128712872,0.3333333333333333,0.0,0.11485822051592916,0.12191388547948638,96,0.7333333333333333,0.0,0.8666666666666667,0.4666666666666667,0.0,0.4133333333333334,0.36123245824384176,33,0.19469026548672566,0.0,0.22413793103448276,0.3888888888888889,0.0,0.16154341708201944,0.14757730278892373,96,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,sgd -0.8294212818145752,0.28250917271008674,0.0060173988342285155,0.0038736583333636634,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5714285714285714,0.6,1.0,0.6666666666666666,0.5714285714285714,0.6819047619047618,0.16280979540082363,21,0.26666666666666666,0.4,0.2,0.26666666666666666,0.26666666666666666,0.27999999999999997,0.06531972647421809,91,0.36363636363636365,0.48,0.33333333333333337,0.3809523809523809,0.36363636363636365,0.38431168831168827,0.05024195202587798,77,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,adam -0.22947797775268555,0.08510883026702404,0.005698156356811523,0.004161927254301017,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3157894736842105,0.5555555555555556,0.8,0.4666666666666667,0.6428571428571429,0.5561737677527152,0.16294891912336454,50,0.4,0.6666666666666666,0.5333333333333333,0.4666666666666667,0.6,0.5333333333333334,0.09428090415820632,4,0.35294117647058826,0.606060606060606,0.64,0.4666666666666667,0.6206896551724138,0.537271620874055,0.11064030468111388,1,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,lbfgs -0.8561674118041992,0.10765660752892767,0.011146640777587891,0.006164056733739551,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.25,0.5714285714285714,0.8,0.6666666666666666,0.5,0.5576190476190476,0.1837280845986666,49,0.06666666666666667,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.24,0.09043106644167025,94,0.10526315789473685,0.36363636363636365,0.4,0.3809523809523809,0.4,0.32997038049669625,0.1131673043738918,85,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,sgd -1.0945743083953858,0.27253015078375237,0.008074045181274414,0.005248817314440199,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.6,0.75,0.5454545454545454,0.6666666666666666,0.6324242424242423,0.0702324619703517,34,0.2,0.4,0.4,0.4,0.4,0.36,0.08,54,0.3,0.48,0.5217391304347827,0.4615384615384615,0.5,0.45265551839464885,0.07892322857117762,23,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,adam -0.12872662544250488,0.02178240806917739,0.010870552062988282,0.0063112256875614975,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4117647058823529,0.5882352941176471,0.6,0.25,0.5,0.47000000000000003,0.12928335875591673,72,0.4666666666666667,0.6666666666666666,0.4,0.26666666666666666,0.3333333333333333,0.42666666666666664,0.13727506854649332,24,0.43749999999999994,0.625,0.48,0.2580645161290323,0.4,0.4401129032258065,0.11877011960562399,37,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,lbfgs -0.9476818561553955,0.07622843884303186,0.005558443069458008,0.004082495440297316,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.2,0.5555555555555556,1.0,0.5,0.7142857142857143,0.593968253968254,0.2626231609477023,43,0.06666666666666667,0.3333333333333333,0.13333333333333333,0.2,0.3333333333333333,0.21333333333333332,0.10666666666666667,98,0.1,0.4166666666666667,0.23529411764705882,0.28571428571428575,0.4545454545454545,0.29844410491469314,0.12796424299617104,88,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,sgd -3.4159336566925047,0.1310863143424754,0.01173868179321289,0.004142966459654713,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.47058823529411764,0.6,0.7777777777777778,0.2222222222222222,0.4166666666666667,0.49745098039215685,0.18552519855646227,61,0.5333333333333333,0.6,0.4666666666666667,0.13333333333333333,0.3333333333333333,0.4133333333333334,0.16546231527987806,33,0.5,0.6,0.5833333333333334,0.16666666666666669,0.3703703703703704,0.4440740740740742,0.16076122074686403,30,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,adam -0.110784912109375,0.009230398734657952,0.010516929626464843,0.005636982497239862,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42857142857142855,0.5263157894736842,0.6923076923076923,0.29411764705882354,0.3,0.4482625114823257,0.14951957381872957,79,0.4,0.6666666666666666,0.6,0.3333333333333333,0.2,0.43999999999999995,0.17178798302300166,21,0.4137931034482759,0.5882352941176471,0.6428571428571429,0.3125,0.24,0.4394771080846132,0.15496219356824134,38,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,lbfgs -0.2828060626983643,0.07585843993074175,0.007988739013671874,0.005387705695085407,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.09701492537313433,0.10077519379844961,0.02531645569620253,0.12903225806451613,0.07042776658646052,0.04910688434166995,101,0.0,0.8666666666666667,0.8666666666666667,0.13333333333333333,0.8,0.5333333333333334,0.3841296077570116,4,0.0,0.174496644295302,0.18055555555555555,0.0425531914893617,0.2222222222222222,0.12396552271248829,0.08649349520132389,101,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,sgd -3.2389896392822264,0.16021858607402642,0.008390188217163086,0.005952653101764576,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.5625,0.5555555555555556,0.3333333333333333,0.5,0.5102777777777778,0.09406623618559136,59,0.6,0.6,0.3333333333333333,0.2,0.4,0.42666666666666664,0.155492050529208,24,0.6,0.5806451612903225,0.4166666666666667,0.25,0.4444444444444445,0.45835125448028674,0.1267765090387362,18,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,adam -0.1163414478302002,0.018613878109881993,0.007692909240722657,0.004963095426064892,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4666666666666667,0.5238095238095238,0.6363636363636364,0.3157894736842105,0.4,0.46852586010480746,0.1088608804413145,73,0.4666666666666667,0.7333333333333333,0.4666666666666667,0.4,0.4,0.4933333333333333,0.12364824660660936,9,0.4666666666666667,0.611111111111111,0.5384615384615385,0.35294117647058826,0.4000000000000001,0.4738360985419809,0.0928866286874652,10,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,lbfgs -0.9109761714935303,0.059482074371396895,0.005924034118652344,0.004517838900218401,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.42857142857142855,0.42857142857142855,1.0,0.5714285714285714,0.6666666666666666,0.6190476190476191,0.21081851067789195,36,0.2,0.2,0.3333333333333333,0.26666666666666666,0.4,0.27999999999999997,0.077746025264604,91,0.27272727272727276,0.27272727272727276,0.5,0.36363636363636365,0.5,0.38181818181818183,0.1020452014574711,80,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,sgd -3.62241849899292,0.5058173984366394,0.003977251052856445,0.0002767978465464974,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5714285714285714,0.5714285714285714,1.0,0.2222222222222222,0.5454545454545454,0.5821067821067821,0.247274371022409,45,0.5333333333333333,0.5333333333333333,0.5333333333333333,0.13333333333333333,0.4,0.42666666666666664,0.15549205052920803,24,0.5517241379310344,0.5517241379310344,0.6956521739130436,0.16666666666666669,0.4615384615384615,0.4854611155960481,0.17616131885274888,8,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,adam -0.2778738498687744,0.05003669567697806,0.007833528518676757,0.004912378084911547,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3684210526315789,0.5,0.7272727272727273,0.25,0.35294117647058826,0.43972699127497894,0.16427296285547874,82,0.4666666666666667,0.4666666666666667,0.5333333333333333,0.2,0.4,0.4133333333333334,0.11469767022723501,33,0.4117647058823529,0.4827586206896552,0.6153846153846153,0.22222222222222224,0.37500000000000006,0.4214260328357692,0.12908330178883617,57,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,lbfgs -1.4486974716186523,0.05774354709667703,0.0040928363800048825,0.00019984987677927824,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.4,0.6,1.0,0.5,0.625,0.625,0.20371548787463362,35,0.13333333333333333,0.4,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.29333333333333333,0.09043106644167025,86,0.2,0.48,0.5,0.3478260869565218,0.43478260869565216,0.39252173913043475,0.10959226719233152,71,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,sgd -2.7495138168334963,0.2207963529036583,0.00822134017944336,0.005455073552239588,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.5714285714285714,0.7272727272727273,0.42857142857142855,0.4444444444444444,0.5343434343434342,0.10867017671395776,53,0.5333333333333333,0.5333333333333333,0.5333333333333333,0.4,0.26666666666666666,0.4533333333333333,0.10666666666666666,13,0.5161290322580646,0.5517241379310344,0.6153846153846153,0.4137931034482759,0.33333333333333337,0.4860728444710647,0.1004875316434508,7,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,adam -0.3529351711273193,0.1170885728441416,0.0062907695770263675,0.004549150976540985,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35,0.5,0.75,0.35294117647058826,0.35714285714285715,0.46201680672268913,0.15480364723445827,76,0.4666666666666667,0.6666666666666666,0.4,0.4,0.3333333333333333,0.4533333333333333,0.11469767022723501,13,0.4,0.5714285714285715,0.5217391304347827,0.37500000000000006,0.3448275862068965,0.4425990576140501,0.08809513911310826,34,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,lbfgs -0.32149057388305663,0.17890454121513413,0.008488035202026368,0.005487906972385199,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.5,0.11363636363636363,0.2564102564102564,0.0,0.174009324009324,0.1882887243155892,93,0.0,0.13333333333333333,0.3333333333333333,0.6666666666666666,0.0,0.22666666666666666,0.2515728301881761,96,0.0,0.2105263157894737,0.16949152542372878,0.37037037037037035,0.0,0.15007764231671455,0.13971859179215804,98,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,sgd -2.9618717670440673,0.208713972273395,0.006633234024047851,0.004281410000665587,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.5714285714285714,0.6153846153846154,0.3076923076923077,0.4,0.4789010989010989,0.11240291870461919,68,0.4666666666666667,0.5333333333333333,0.5333333333333333,0.26666666666666666,0.26666666666666666,0.4133333333333333,0.12220201853215573,36,0.4827586206896552,0.5517241379310344,0.5714285714285715,0.28571428571428575,0.32,0.4423251231527094,0.11811951800760655,35,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,adam -0.32460660934448243,0.1435099661896423,0.009160518646240234,0.0064303746164447555,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35714285714285715,0.5882352941176471,0.75,0.2222222222222222,0.47058823529411764,0.4776377217553688,0.18232872438656336,70,0.3333333333333333,0.6666666666666666,0.6,0.13333333333333333,0.5333333333333333,0.4533333333333333,0.1950498511777039,13,0.3448275862068965,0.625,0.6666666666666665,0.16666666666666669,0.5,0.46063218390804594,0.1848476357284655,16,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,lbfgs -1.7264885902404785,0.12681816481597913,0.00992879867553711,0.0054581864747471716,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.4,0.625,1.0,0.8,0.6666666666666666,0.6983333333333334,0.19835434062415788,19,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.4,0.29333333333333333,0.09043106644167025,86,0.2,0.43478260869565216,0.5,0.4,0.5,0.4069565217391304,0.11042451167575058,66,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,sgd -2.0612117290496825,0.3270489967489448,0.005378055572509766,0.0019571245640164006,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.42857142857142855,0.5333333333333333,0.5,0.42857142857142855,0.5,0.4780952380952381,0.0422281890998007,69,0.4,0.5333333333333333,0.3333333333333333,0.4,0.4,0.4133333333333333,0.06531972647421809,36,0.4137931034482759,0.5333333333333333,0.4,0.4137931034482759,0.4444444444444445,0.44107279693486595,0.0483708850135267,36,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,adam -0.0011547565460205077,0.00016222379961450115,0.0038021087646484377,0.00022664915338346746,{},0.5625,0.6153846153846154,0.6363636363636364,0.4375,0.3333333333333333,0.517016317016317,0.1149357675778506,1,0.6,0.5333333333333333,0.4666666666666667,0.4666666666666667,0.4,0.49333333333333335,0.06798692684790378,1,0.5806451612903225,0.5714285714285715,0.5384615384615385,0.45161290322580644,0.3636363636363636,0.5011569076085205,0.08247985581603917,1,GaussianNB,,,,,,,,,,, -0.010947751998901366,0.002507105781100363,0.006199789047241211,0.001192665795945697,"{'gamma': 'scale', 'kernel': 'linear'}",1.0,1.0,0.7142857142857143,0.4444444444444444,0.0,0.6317460317460318,0.377417461889588,1,0.26666666666666666,0.2,0.3333333333333333,0.26666666666666666,0.0,0.21333333333333332,0.11469767022723501,3,0.4210526315789474,0.33333333333333337,0.4545454545454545,0.33333333333333337,0.0,0.30845295055821376,0.16149489000545728,3,SVC,scale,linear,,,,,,,,, -0.00931863784790039,0.005242559352115706,0.017602968215942382,0.006479179750537662,"{'gamma': 'scale', 'kernel': 'poly'}",0.5,0.7142857142857143,0.6,0.25,0.25,0.4628571428571429,0.18655852066483875,8,0.13333333333333333,0.3333333333333333,0.2,0.13333333333333333,0.06666666666666667,0.17333333333333334,0.09043106644167023,5,0.2105263157894737,0.4545454545454545,0.3,0.1739130434782609,0.10526315789473685,0.2488495943415852,0.12052250907594753,6,SVC,scale,poly,,,,,,,,, -0.011061143875122071,0.007015460092773187,0.018943214416503908,0.005257762076385444,"{'gamma': 'scale', 'kernel': 'rbf'}",1.0,0.6,0.6666666666666666,0.4,0.4,0.6133333333333333,0.22070593809662464,3,0.13333333333333333,0.2,0.13333333333333333,0.13333333333333333,0.13333333333333333,0.14666666666666667,0.026666666666666672,7,0.23529411764705882,0.3,0.2222222222222222,0.2,0.2,0.23150326797385617,0.0368163616774262,7,SVC,scale,rbf,,,,,,,,, -0.0057772636413574215,0.001050358732377207,0.011569881439208984,0.008251020117110172,"{'gamma': 'scale', 'kernel': 'sigmoid'}",0.7777777777777778,0.625,0.42857142857142855,0.2,0.5333333333333333,0.5129365079365079,0.19399065934556822,7,0.4666666666666667,0.3333333333333333,0.2,0.06666666666666667,0.5333333333333333,0.32,0.17074997966487596,1,0.5833333333333334,0.43478260869565216,0.27272727272727276,0.1,0.5333333333333333,0.38483530961791834,0.17756532696001198,2,SVC,scale,sigmoid,,,,,,,,, -0.030886030197143553,0.01778810974588799,0.023551416397094727,0.01733758638099897,"{'gamma': 'auto', 'kernel': 'linear'}",1.0,1.0,0.7142857142857143,0.4444444444444444,0.0,0.6317460317460318,0.377417461889588,1,0.26666666666666666,0.2,0.3333333333333333,0.26666666666666666,0.0,0.21333333333333332,0.11469767022723501,3,0.4210526315789474,0.33333333333333337,0.4545454545454545,0.33333333333333337,0.0,0.30845295055821376,0.16149489000545728,3,SVC,auto,linear,,,,,,,,, -0.014920949935913086,0.00954004017462741,0.028209781646728514,0.025672170794558732,"{'gamma': 'auto', 'kernel': 'poly'}",0.6666666666666666,0.8333333333333334,0.6,0.25,0.3333333333333333,0.5366666666666667,0.21561282171728308,5,0.13333333333333333,0.3333333333333333,0.2,0.13333333333333333,0.06666666666666667,0.17333333333333334,0.09043106644167023,5,0.2222222222222222,0.47619047619047616,0.3,0.1739130434782609,0.1111111111111111,0.25668737060041413,0.1259281384277086,5,SVC,auto,poly,,,,,,,,, -0.01891937255859375,0.007922658703029682,0.014552736282348632,0.0064587881795914485,"{'gamma': 'auto', 'kernel': 'rbf'}",1.0,0.6,0.6666666666666666,0.4,0.25,0.5833333333333333,0.2551687894533951,4,0.13333333333333333,0.2,0.13333333333333333,0.13333333333333333,0.06666666666666667,0.13333333333333333,0.04216370213557839,8,0.23529411764705882,0.3,0.2222222222222222,0.2,0.10526315789473685,0.21255589955280357,0.06312894436810321,8,SVC,auto,rbf,,,,,,,,, -0.004902791976928711,0.00022618987605221115,0.005751800537109375,0.0016993697319308326,"{'gamma': 'auto', 'kernel': 'sigmoid'}",0.7777777777777778,0.625,0.42857142857142855,0.2857142857142857,0.4666666666666667,0.5167460317460317,0.16941951788701407,6,0.4666666666666667,0.3333333333333333,0.2,0.13333333333333333,0.4666666666666667,0.32,0.1359738536958076,1,0.5833333333333334,0.43478260869565216,0.27272727272727276,0.18181818181818182,0.4666666666666667,0.38786561264822134,0.14306000247013653,1,SVC,auto,sigmoid,,,,,,,,, -0.007194662094116211,0.009471642197866833,0.0043467521667480465,0.0006775641354053733,"{'criterion': 'gini', 'splitter': 'best'}",0.3888888888888889,0.3333333333333333,0.3157894736842105,0.5,0.4444444444444444,0.39649122807017545,0.06866303986374017,4,0.4666666666666667,0.4,0.4,0.3333333333333333,0.5333333333333333,0.42666666666666664,0.06798692684790379,4,0.42424242424242425,0.3636363636363636,0.35294117647058826,0.4,0.4848484848484848,0.4051336898395722,0.0473118031339912,4,DecisionTreeClassifier,,,gini,best,,,,,,, -0.0013495922088623048,0.0002992361031109509,0.0065976142883300785,0.003931167222725633,"{'criterion': 'gini', 'splitter': 'random'}",0.4117647058823529,0.5,0.5294117647058824,0.4166666666666667,0.35714285714285715,0.44299719887955186,0.06285941466957133,2,0.4666666666666667,0.6,0.6,0.3333333333333333,0.3333333333333333,0.4666666666666666,0.11925695879998878,3,0.43749999999999994,0.5454545454545454,0.5625,0.3703703703703704,0.3448275862068965,0.4521305004063625,0.08866057706336689,2,DecisionTreeClassifier,,,gini,random,,,,,,, -0.003072166442871094,0.0007193952871377195,0.004448795318603515,0.0004465153816893827,"{'criterion': 'entropy', 'splitter': 'best'}",0.42105263157894735,0.4,0.3684210526315789,0.35714285714285715,0.5333333333333333,0.41598997493734335,0.06289126997042974,3,0.5333333333333333,0.5333333333333333,0.4666666666666667,0.3333333333333333,0.5333333333333333,0.48,0.077746025264604,1,0.47058823529411764,0.4571428571428572,0.4117647058823529,0.3448275862068965,0.5333333333333333,0.4435313435719116,0.06282244351271474,3,DecisionTreeClassifier,,,entropy,best,,,,,,, -0.0012025833129882812,9.188925467334113e-05,0.003793191909790039,0.00010706416122714427,"{'criterion': 'entropy', 'splitter': 'random'}",0.4375,0.5,0.42105263157894735,0.5555555555555556,0.46153846153846156,0.4751293297345929,0.048191068627435975,1,0.4666666666666667,0.6666666666666666,0.5333333333333333,0.3333333333333333,0.4,0.48,0.11469767022723501,1,0.45161290322580644,0.5714285714285715,0.47058823529411764,0.4166666666666667,0.42857142857142855,0.46777356103731815,0.05506754447652372,1,DecisionTreeClassifier,,,entropy,random,,,,,,, -0.4313815593719482,0.007976212070096097,0.024762630462646484,0.00502751670666115,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'sqrt'}",0.7272727272727273,0.6666666666666666,0.5555555555555556,0.5714285714285714,0.625,0.6291847041847042,0.06292963043388475,3,0.5333333333333333,0.4,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.3733333333333333,0.09043106644167025,4,0.6153846153846153,0.5,0.4166666666666667,0.36363636363636365,0.43478260869565216,0.4660940508766596,0.08643880660095415,4,RandomForestClassifier,,,gini,,balanced,sqrt,,,,, -0.4246217727661133,0.009214544332661041,0.021528911590576173,0.0023029728232053627,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'log2'}",0.625,0.6666666666666666,0.5555555555555556,0.5714285714285714,0.75,0.6337301587301587,0.07024594162971051,2,0.3333333333333333,0.4,0.3333333333333333,0.26666666666666666,0.4,0.3466666666666667,0.0498887651569859,7,0.43478260869565216,0.5,0.4166666666666667,0.36363636363636365,0.5217391304347827,0.44736495388669306,0.057294228837839606,6,RandomForestClassifier,,,gini,,balanced,log2,,,,, -0.3891648292541504,0.029112860387135828,0.02495436668395996,0.0018750088569052723,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.6666666666666666,0.5555555555555556,0.5,0.4444444444444444,0.7777777777777778,0.5888888888888889,0.11967032904743342,8,0.4,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.4666666666666667,0.36,0.0679869268479038,5,0.5,0.4166666666666667,0.4,0.33333333333333337,0.5833333333333334,0.44666666666666677,0.0865383665716478,7,RandomForestClassifier,,,entropy,,balanced,sqrt,,,,, -0.36403622627258303,0.010285346567225016,0.02506675720214844,0.0015046134801715468,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'log2'}",0.6666666666666666,0.6,0.6,0.4,0.7777777777777778,0.6088888888888888,0.12300757780531596,7,0.4,0.4,0.4,0.26666666666666666,0.4666666666666667,0.3866666666666667,0.06531972647421809,3,0.5,0.48,0.48,0.32,0.5833333333333334,0.4726666666666667,0.08533333333333334,3,RandomForestClassifier,,,entropy,,balanced,log2,,,,, -0.41903185844421387,0.023826540369984526,0.029906082153320312,0.0046753660320156525,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'sqrt'}",0.6666666666666666,0.6363636363636364,0.5,0.5,0.75,0.6106060606060606,0.09767734218961331,6,0.4,0.4666666666666667,0.26666666666666666,0.26666666666666666,0.4,0.36,0.08,5,0.5,0.5384615384615385,0.3478260869565218,0.3478260869565218,0.5217391304347827,0.4511705685618729,0.08525738968788958,5,RandomForestClassifier,,,gini,,balanced_subsample,sqrt,,,,, -0.4251729965209961,0.0038949896607267057,0.030416202545166016,0.00547074540411315,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'log2'}",0.6363636363636364,0.7,0.5454545454545454,0.5,0.75,0.6263636363636363,0.09308309626305604,4,0.4666666666666667,0.4666666666666667,0.4,0.26666666666666666,0.4,0.4,0.07302967433402216,2,0.5384615384615385,0.56,0.4615384615384615,0.3478260869565218,0.5217391304347827,0.48591304347826086,0.0764144721429842,2,RandomForestClassifier,,,gini,,balanced_subsample,log2,,,,, -0.43532724380493165,0.004706893406695191,0.021554946899414062,0.009810347157681957,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.8888888888888888,0.6363636363636364,0.6363636363636364,0.5,0.75,0.6823232323232322,0.13016592896907078,1,0.5333333333333333,0.4666666666666667,0.4666666666666667,0.26666666666666666,0.4,0.42666666666666664,0.09043106644167023,1,0.6666666666666667,0.5384615384615385,0.5384615384615385,0.3478260869565218,0.5217391304347827,0.5226309921962097,0.1017890349925125,1,RandomForestClassifier,,,entropy,,balanced_subsample,sqrt,,,,, -0.27346115112304686,0.07568252266323741,0.012564611434936524,0.002514711245833408,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'log2'}",0.6666666666666666,0.5555555555555556,0.625,0.5,0.75,0.6194444444444445,0.08678055195451836,5,0.4,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.4,0.3466666666666667,0.0498887651569859,7,0.5,0.4166666666666667,0.43478260869565216,0.3478260869565218,0.5217391304347827,0.4442028985507246,0.06206554523293873,8,RandomForestClassifier,,,entropy,,balanced_subsample,log2,,,,, -0.010017871856689453,0.0011964003560726907,0.003101968765258789,0.00022716307018487444,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.8,0.875,0.7142857142857143,0.45454545454545453,0.42857142857142855,0.6544805194805194,0.18132312007622683,15,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.2,0.31999999999999995,0.08844332774281066,65,0.4,0.608695652173913,0.4545454545454545,0.3846153846153846,0.27272727272727276,0.424116752812405,0.10959564454371575,27,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,lbfgs -0.3809995174407959,0.05306424026942113,0.011793231964111328,0.004241285026981458,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.7142857142857143,0.8,0.75,0.4166666666666667,0.5,0.6361904761904762,0.15008236589715657,28,0.3333333333333333,0.26666666666666666,0.4,0.3333333333333333,0.2,0.30666666666666664,0.06798692684790379,76,0.4545454545454545,0.4,0.5217391304347827,0.3703703703703704,0.28571428571428575,0.4064738482129787,0.07940429255266843,51,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,sgd -0.3808937072753906,0.09283026191031948,0.008879804611206054,0.006532610768733272,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.8,1.0,0.7142857142857143,0.5,0.3333333333333333,0.6695238095238095,0.23238095238095238,6,0.26666666666666666,0.4,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.29333333333333333,0.09043106644167025,83,0.4,0.5714285714285715,0.4545454545454545,0.4,0.19047619047619044,0.40329004329004325,0.12345773896093264,55,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,adam -0.024571990966796874,0.00541617933212289,0.007533550262451172,0.005120528577415773,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.8,0.875,0.7142857142857143,0.45454545454545453,0.42857142857142855,0.6544805194805194,0.18132312007622683,15,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.2,0.31999999999999995,0.08844332774281066,65,0.4,0.608695652173913,0.4545454545454545,0.3846153846153846,0.27272727272727276,0.424116752812405,0.10959564454371575,27,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,lbfgs -0.5125182628631592,0.48504735018316336,0.009020519256591798,0.006989671198267507,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.010752688172043012,0.3684210526315789,0.030303030303030304,0.21621621621621623,0.11403508771929824,0.14794561500843334,0.13197112893017166,97,0.06666666666666667,0.4666666666666667,0.06666666666666667,0.5333333333333333,0.8666666666666667,0.4,0.3040467800264368,25,0.018518518518518517,0.4117647058823529,0.041666666666666664,0.3076923076923077,0.20155038759689922,0.19623851727134903,0.15124718595650155,96,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,sgd -0.5816168308258056,0.10220658349395409,0.01064157485961914,0.00583144163486915,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.8,0.7142857142857143,0.45454545454545453,0.42857142857142855,0.6128138528138528,0.14644417005124802,35,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.2,0.27999999999999997,0.04988876515698587,89,0.3809523809523809,0.4,0.4545454545454545,0.3846153846153846,0.27272727272727276,0.37856809856809853,0.0591209267620025,74,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,adam -0.02358522415161133,0.005324188943485564,0.00799713134765625,0.00529133899462003,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.8,0.875,0.7142857142857143,0.45454545454545453,0.42857142857142855,0.6544805194805194,0.18132312007622683,15,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.2,0.31999999999999995,0.08844332774281066,65,0.4,0.608695652173913,0.4545454545454545,0.3846153846153846,0.27272727272727276,0.424116752812405,0.10959564454371575,27,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,lbfgs -0.5817162036895752,0.12662119007912384,0.009684133529663085,0.0070707827699344195,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.8333333333333334,1.0,0.6666666666666666,0.5,0.3333333333333333,0.6666666666666667,0.23570226039551584,7,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.13333333333333333,0.27999999999999997,0.077746025264604,89,0.47619047619047616,0.5,0.3809523809523809,0.4,0.19047619047619044,0.3895238095238095,0.10910478850757857,65,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,sgd -0.4676827907562256,0.06638054685020398,0.010269498825073243,0.0051600002836431295,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.7142857142857143,0.8,0.7142857142857143,0.45454545454545453,0.6,0.6566233766233767,0.11937205692440465,14,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.2,0.29333333333333333,0.05333333333333332,83,0.4545454545454545,0.4,0.4545454545454545,0.3846153846153846,0.3,0.39874125874125876,0.05688440465697209,60,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,adam -0.026368188858032226,0.004800966603744452,0.00770878791809082,0.005376771456964257,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.8,0.875,0.7142857142857143,0.45454545454545453,0.42857142857142855,0.6544805194805194,0.18132312007622683,15,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.2,0.31999999999999995,0.08844332774281066,65,0.4,0.608695652173913,0.4545454545454545,0.3846153846153846,0.27272727272727276,0.424116752812405,0.10959564454371575,27,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,lbfgs -0.5357955455780029,0.038580186267300906,0.007849407196044923,0.004761215861820398,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.8571428571428571,0.8,0.7142857142857143,0.45454545454545453,0.5,0.6651948051948052,0.16067911198462181,10,0.4,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.29333333333333333,0.09043106644167025,83,0.5454545454545455,0.4,0.4545454545454545,0.3846153846153846,0.2105263157894737,0.39902834008097166,0.10978567683337408,58,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,sgd -0.33351740837097166,0.04957104025754169,0.003991031646728515,0.0003658019081331564,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.8,0.875,0.7142857142857143,0.45454545454545453,0.4,0.6487662337662338,0.18865445741061598,25,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.30666666666666664,0.1083205120618128,76,0.4,0.608695652173913,0.4545454545454545,0.3846153846153846,0.2,0.4095712982669505,0.1313831948810981,49,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,adam -0.03141264915466309,0.005758475307314035,0.003660726547241211,0.00041502171762421045,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.8,0.875,0.7142857142857143,0.45454545454545453,0.42857142857142855,0.6544805194805194,0.18132312007622683,15,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.2,0.31999999999999995,0.08844332774281066,65,0.4,0.608695652173913,0.4545454545454545,0.3846153846153846,0.27272727272727276,0.424116752812405,0.10959564454371575,27,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,lbfgs -1.002897024154663,0.7970605872333145,0.006256675720214844,0.00445780605586182,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.04878048780487805,0.025,0.1590909090909091,0.0945945945945946,0.0,0.06549319829807634,0.056241969303739196,104,0.26666666666666666,0.06666666666666667,0.4666666666666667,0.4666666666666667,0.0,0.2533333333333333,0.19504985117770393,95,0.08247422680412371,0.03636363636363636,0.23728813559322037,0.15730337078651685,0.0,0.10268587390949946,0.08538428238012385,102,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,sgd -0.46187305450439453,0.057088680187977185,0.012855291366577148,0.006341378965666913,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.8,0.875,0.7142857142857143,0.5,0.5,0.6778571428571428,0.1538684834658535,3,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.30666666666666664,0.1083205120618128,76,0.4,0.608695652173913,0.4545454545454545,0.4,0.2105263157894737,0.4147534845017683,0.12754687948472576,44,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,adam -0.04039745330810547,0.004795820040065294,0.008256673812866211,0.004919448963090544,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.8,0.875,0.7142857142857143,0.45454545454545453,0.42857142857142855,0.6544805194805194,0.18132312007622683,15,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.2,0.31999999999999995,0.08844332774281066,65,0.4,0.608695652173913,0.4545454545454545,0.3846153846153846,0.27272727272727276,0.424116752812405,0.10959564454371575,27,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,lbfgs -0.7699863910675049,0.09994223374146705,0.013470458984375,0.00608621112562511,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.7142857142857143,0.8,0.7142857142857143,0.45454545454545453,0.3333333333333333,0.6032900432900433,0.1779530628901001,36,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.27999999999999997,0.077746025264604,89,0.4545454545454545,0.4,0.4545454545454545,0.3846153846153846,0.19047619047619044,0.37683649683649684,0.09737000254391959,75,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,sgd -0.44923086166381837,0.08331938153668461,0.00775442123413086,0.003886728527657931,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.8,0.875,0.7142857142857143,0.45454545454545453,0.3333333333333333,0.6354329004329005,0.20720854626624663,29,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.30666666666666664,0.1083205120618128,76,0.4,0.608695652173913,0.4545454545454545,0.3846153846153846,0.19047619047619044,0.40766653636218847,0.1344411515100964,50,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,adam -0.09234910011291504,0.025688199811497812,0.007398796081542969,0.005290541724829432,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.8,0.875,0.7142857142857143,0.45454545454545453,0.42857142857142855,0.6544805194805194,0.18132312007622683,15,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.2,0.31999999999999995,0.08844332774281066,65,0.4,0.608695652173913,0.4545454545454545,0.3846153846153846,0.27272727272727276,0.424116752812405,0.10959564454371575,27,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,lbfgs -0.6810218811035156,0.08795910785535449,0.012918233871459961,0.008124133576012538,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.7142857142857143,0.8333333333333334,0.7142857142857143,0.5,0.4,0.6323809523809524,0.15831883213221903,31,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.29333333333333333,0.07999999999999999,83,0.4545454545454545,0.47619047619047616,0.4545454545454545,0.4,0.2,0.397056277056277,0.10169766404537028,62,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,sgd -0.3264472484588623,0.034877637117725686,0.0137481689453125,0.005498503535816293,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.8,0.875,0.7142857142857143,0.45454545454545453,0.375,0.6437662337662338,0.19539234027606164,26,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.2,0.31999999999999995,0.08844332774281066,65,0.4,0.608695652173913,0.4545454545454545,0.3846153846153846,0.26086956521739135,0.42174521131042864,0.11292366895077345,38,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,adam -0.0824826717376709,0.00950535546970584,0.009427881240844727,0.004574708356097274,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.8,0.875,0.7142857142857143,0.45454545454545453,0.42857142857142855,0.6544805194805194,0.18132312007622683,15,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.2,0.31999999999999995,0.08844332774281066,65,0.4,0.608695652173913,0.4545454545454545,0.3846153846153846,0.27272727272727276,0.424116752812405,0.10959564454371575,27,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,lbfgs -1.4583897113800048,0.6296386988302589,0.008634853363037109,0.005438458161001765,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.3023255813953488,0.46153846153846156,0.25,0.20833333333333334,0.4,0.3244394752534287,0.093825818311915,92,0.8666666666666667,0.4,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.4133333333333333,0.24367555843329422,21,0.44827586206896547,0.42857142857142855,0.28571428571428575,0.25641025641025644,0.2,0.3237943665529872,0.09776464749363738,86,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,sgd -0.2487790584564209,0.02779458451225045,0.006385612487792969,0.004062690450375492,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.8,0.875,0.7142857142857143,0.45454545454545453,0.2857142857142857,0.6259090909090909,0.2214779241949808,32,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.30666666666666664,0.1083205120618128,76,0.4,0.608695652173913,0.4545454545454545,0.3846153846153846,0.18181818181818182,0.4059349346305868,0.13725374805678345,53,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,adam -0.08173546791076661,0.018115596273045334,0.009392595291137696,0.00550761441786514,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.8,0.875,0.7142857142857143,0.45454545454545453,0.42857142857142855,0.6544805194805194,0.18132312007622683,15,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.2,0.31999999999999995,0.08844332774281066,65,0.4,0.608695652173913,0.4545454545454545,0.3846153846153846,0.27272727272727276,0.424116752812405,0.10959564454371575,27,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,lbfgs -0.8590925693511963,0.11293726721871657,0.010036277770996093,0.0052224970500211725,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.7142857142857143,1.0,0.7142857142857143,0.45454545454545453,0.5,0.6766233766233767,0.1938678748772685,5,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.29333333333333333,0.07999999999999999,83,0.4545454545454545,0.5,0.4545454545454545,0.3846153846153846,0.2105263157894737,0.40084652189915343,0.10206252360720319,56,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,sgd -0.25006327629089353,0.033367023152996875,0.011735486984252929,0.005173522791596201,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.8,0.875,0.7142857142857143,0.5,0.4,0.6578571428571428,0.1799716530967234,12,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.30666666666666664,0.1083205120618128,76,0.4,0.608695652173913,0.4545454545454545,0.4,0.2,0.4126482213438735,0.1309421202914074,45,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,adam -0.16165823936462403,0.037506530288212714,0.007176256179809571,0.004139314292904873,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.46153846153846156,0.4,0.4,0.07692307692307693,0.16666666666666666,0.301025641025641,0.1507517868855231,93,0.4,0.4,0.4,0.06666666666666667,0.13333333333333333,0.28,0.14847371634213394,88,0.42857142857142855,0.4000000000000001,0.4000000000000001,0.07142857142857144,0.14814814814814814,0.2896296296296296,0.14919569176542943,87,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,lbfgs -0.8307651042938232,0.17824224399678198,0.009894895553588866,0.008304787467621741,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,sgd -0.9739812850952149,0.13303300671610938,0.012874555587768555,0.0046331358816693174,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.0,0.0,0.6666666666666666,0.6666666666666666,0.4666666666666666,0.4,57,0.2,0.0,0.0,0.13333333333333333,0.13333333333333333,0.09333333333333334,0.08,101,0.33333333333333337,0.0,0.0,0.2222222222222222,0.2222222222222222,0.15555555555555556,0.13333333333333336,99,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,adam -0.15979442596435547,0.01569918539991564,0.007694625854492187,0.005118099478341017,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.45454545454545453,0.5,0.5882352941176471,0.2777777777777778,0.2727272727272727,0.4186571598336304,0.12474285808030493,73,0.3333333333333333,0.5333333333333333,0.6666666666666666,0.3333333333333333,0.2,0.4133333333333333,0.16546231527987806,21,0.3846153846153846,0.5161290322580646,0.625,0.303030303030303,0.23076923076923075,0.4119087901345965,0.1426048508966021,46,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,lbfgs -0.2305075168609619,0.15233078792980856,0.008272647857666016,0.005728048893059101,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.06315789473684211,0.1,0.0,0.07692307692307693,0.10067114093959731,0.06815042251990326,0.03692792331225034,103,0.4,1.0,0.0,0.6666666666666666,1.0,0.6133333333333333,0.38040913647165614,1,0.1090909090909091,0.18181818181818182,0.0,0.13793103448275862,0.18292682926829268,0.12235339093202843,0.06722218601437559,100,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,sgd -0.9502316474914551,0.04138061347191561,0.006788301467895508,0.004115546420489938,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.0,0.0,0.45454545454545453,0.6666666666666666,0.3742424242424242,0.3203963339921807,87,0.4,0.0,0.0,0.3333333333333333,0.13333333333333333,0.17333333333333334,0.16653327995729061,98,0.5217391304347827,0.0,0.0,0.3846153846153846,0.2222222222222222,0.2257153474544779,0.20726135190941303,90,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,adam -0.21811041831970215,0.06286893358970949,0.01362452507019043,0.0077093322481675605,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42105263157894735,0.3333333333333333,0.5,0.4,0.3333333333333333,0.3975438596491228,0.06213201921420509,81,0.5333333333333333,0.4,0.6,0.5333333333333333,0.2,0.4533333333333333,0.14236104336041747,8,0.47058823529411764,0.3636363636363636,0.5454545454545454,0.4571428571428572,0.25,0.41736440030557675,0.10170519351291783,40,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,lbfgs -1.128213596343994,0.143756629378448,0.010139656066894532,0.005246971405101359,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,sgd -0.9514377593994141,0.06738789934802647,0.008609867095947266,0.006238608314803826,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.0,0.0,0.0,0.7142857142857143,0.0,0.14285714285714285,0.28571428571428575,98,0.0,0.0,0.0,0.3333333333333333,0.0,0.06666666666666667,0.13333333333333333,103,0.0,0.0,0.0,0.4545454545454545,0.0,0.0909090909090909,0.1818181818181818,103,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,adam -0.14562158584594725,0.028606853297980798,0.010986328125,0.01014533719078416,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35294117647058826,0.4,0.4166666666666667,0.45454545454545453,0.4166666666666667,0.40816399286987526,0.03289997307354901,75,0.4,0.4,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.36,0.03265986323710906,47,0.37500000000000006,0.4000000000000001,0.3703703703703704,0.3846153846153846,0.3703703703703704,0.38007122507122515,0.01124042653729614,73,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,lbfgs -1.6418597221374511,0.0706086401399742,0.010395431518554687,0.005153460479503121,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",1.0,1.0,0.6666666666666666,0.3333333333333333,0.0,0.6,0.38873012632302,38,0.2,0.06666666666666667,0.13333333333333333,0.06666666666666667,0.0,0.09333333333333334,0.0679869268479038,101,0.33333333333333337,0.125,0.2222222222222222,0.1111111111111111,0.0,0.15833333333333335,0.11235415786753715,98,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,sgd -0.6763105869293213,0.1340605724126763,0.008477210998535156,0.00561701048461305,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.8,0.7142857142857143,0.75,0.45454545454545453,0.6666666666666666,0.6770995670995671,0.11953324014091275,4,0.5333333333333333,0.3333333333333333,0.4,0.3333333333333333,0.26666666666666666,0.3733333333333333,0.09043106644167025,40,0.64,0.4545454545454545,0.5217391304347827,0.3846153846153846,0.3809523809523809,0.4763704701096006,0.09678106958356691,3,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,adam -0.12850189208984375,0.015920854081080255,0.008644866943359374,0.006210436843813015,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3684210526315789,0.35714285714285715,0.4444444444444444,0.4444444444444444,0.4,0.402890559732665,0.036722759201577304,78,0.4666666666666667,0.3333333333333333,0.5333333333333333,0.26666666666666666,0.13333333333333333,0.3466666666666667,0.14236104336041747,53,0.4117647058823529,0.3448275862068965,0.4848484848484848,0.33333333333333337,0.2,0.35495482205421347,0.0945312362057599,82,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,lbfgs -0.6147916793823243,0.4087558606604519,0.006686735153198242,0.004139894625741939,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",1.0,0.0,0.0,0.0,0.0,0.2,0.4000000000000001,94,0.13333333333333333,0.0,0.0,0.0,0.0,0.026666666666666665,0.05333333333333333,104,0.23529411764705882,0.0,0.0,0.0,0.0,0.047058823529411764,0.09411764705882353,104,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,sgd -0.6950322151184082,0.08738251151130781,0.008207035064697266,0.005595115221901589,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.8,0.5714285714285714,0.7142857142857143,0.45454545454545453,0.6666666666666666,0.6413852813852814,0.11909266365443882,27,0.5333333333333333,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.3466666666666666,0.09797958971132713,59,0.64,0.36363636363636365,0.4545454545454545,0.3846153846153846,0.3809523809523809,0.4447499167499167,0.10245412983130588,11,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,adam -0.154044246673584,0.04246250487298408,0.004316377639770508,0.001096529657050582,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35714285714285715,0.5294117647058824,0.6,0.45454545454545453,0.3333333333333333,0.4548866819455055,0.10093666461623102,59,0.3333333333333333,0.6,0.6,0.3333333333333333,0.2,0.4133333333333333,0.15999999999999998,21,0.3448275862068965,0.5625,0.6,0.3846153846153846,0.25,0.4283885941644562,0.13278356091106985,23,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,lbfgs -1.8830786228179932,0.10428549286033827,0.010877561569213868,0.005320689939573331,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",1.0,1.0,1.0,0.3333333333333333,0.0,0.6666666666666667,0.4216370213557839,7,0.26666666666666666,0.13333333333333333,0.13333333333333333,0.06666666666666667,0.0,0.12,0.08844332774281066,99,0.4210526315789474,0.23529411764705882,0.23529411764705882,0.1111111111111111,0.0,0.20055039559683524,0.14089381483960386,93,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,sgd -0.6789770603179932,0.09078977698004871,0.0127197265625,0.007431421479205122,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.7777777777777778,0.7142857142857143,0.7142857142857143,0.45454545454545453,0.6666666666666666,0.6655122655122655,0.11123809763411256,9,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.3466666666666666,0.06531972647421809,59,0.5833333333333334,0.4545454545454545,0.4545454545454545,0.3846153846153846,0.3809523809523809,0.45159840159840153,0.07327898372469112,8,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,adam -1.148421049118042,0.31540088295456964,0.006943607330322265,0.004575260639928938,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.2777777777777778,0.5333333333333333,0.5,0.46153846153846156,0.42857142857142855,0.4402442002442002,0.08856791732379458,67,0.3333333333333333,0.5333333333333333,0.6,0.4,0.4,0.4533333333333333,0.09797958971132713,8,0.303030303030303,0.5333333333333333,0.5454545454545454,0.42857142857142855,0.4137931034482759,0.4448365427675773,0.08864865830700906,10,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,lbfgs -0.6797770023345947,0.02545702653878878,0.013339710235595704,0.006383237441855152,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,sgd -8.146008634567261,4.8139861502625205,0.009736108779907226,0.006770957988182646,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.2777777777777778,0.47058823529411764,0.45454545454545453,0.4166666666666667,0.625,0.4489156268568033,0.11120724994554439,60,0.3333333333333333,0.5333333333333333,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.3733333333333333,0.08,40,0.303030303030303,0.5,0.3846153846153846,0.3703703703703704,0.43478260869565216,0.398559733342342,0.06590475172605612,61,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,adam -0.7418659687042236,0.1147429629043235,0.00877537727355957,0.005432929459443507,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.375,0.20833333333333334,0.5,0.36363636363636365,0.38461538461538464,0.36631701631701635,0.09300257480552858,89,0.4,0.3333333333333333,0.5333333333333333,0.26666666666666666,0.3333333333333333,0.3733333333333333,0.09043106644167025,40,0.38709677419354843,0.25641025641025644,0.5161290322580646,0.30769230769230765,0.3571428571428571,0.3648942455394068,0.08771070015156311,80,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,lbfgs -1.1064444065093995,0.6372393307363043,0.006741571426391602,0.0040967631862782045,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.1,0.0,0.0,0.2692307692307692,0.0,0.07384615384615385,0.10508942374115732,102,1.0,0.0,0.0,0.9333333333333333,0.0,0.38666666666666666,0.47403703559016475,33,0.18181818181818182,0.0,0.0,0.417910447761194,0.0,0.11994572591587516,0.16478598712281323,101,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,sgd -2.757405996322632,0.5368476964019908,0.00681147575378418,0.004353784832193784,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5384615384615384,0.5,0.7142857142857143,0.4166666666666667,0.5555555555555556,0.5449938949938951,0.09726897609380886,46,0.4666666666666667,0.4,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.3733333333333333,0.053333333333333344,40,0.5,0.4444444444444445,0.4545454545454545,0.3703703703703704,0.4166666666666667,0.4372053872053872,0.04286024684436244,17,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,adam -0.953035545349121,0.160921966545433,0.01360182762145996,0.004600007057600301,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.29411764705882354,0.35714285714285715,0.5714285714285714,0.38461538461538464,0.3333333333333333,0.388127558715794,0.09634512855876069,84,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.3333333333333333,0.2,0.3466666666666666,0.10666666666666666,59,0.3125,0.3448275862068965,0.5517241379310344,0.3571428571428571,0.25,0.3632389162561577,0.10129196175259077,81,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,lbfgs -0.9809609889984131,0.046116174760477004,0.013796424865722657,0.013024279280329515,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,sgd -6.804513454437256,5.3718805373103224,0.004067277908325196,0.0003050468813350909,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.26666666666666666,0.5384615384615384,0.75,0.4166666666666667,0.5555555555555556,0.5054700854700854,0.16019050496677603,52,0.26666666666666666,0.4666666666666667,0.4,0.3333333333333333,0.3333333333333333,0.36,0.0679869268479038,47,0.26666666666666666,0.5,0.5217391304347827,0.3703703703703704,0.4166666666666667,0.4150885668276973,0.09232070422390871,43,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,adam -0.24844927787780763,0.07547480093701403,0.013780355453491211,0.007739457696715649,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.36363636363636365,0.3888888888888889,0.625,0.2727272727272727,0.5625,0.442550505050505,0.13086072026921064,65,0.26666666666666666,0.4666666666666667,0.6666666666666666,0.2,0.6,0.43999999999999995,0.18184242262647807,15,0.30769230769230765,0.42424242424242425,0.6451612903225806,0.23076923076923075,0.5806451612903225,0.4377020828633732,0.15708402576698574,15,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,lbfgs -0.6988889217376709,0.10502928646018496,0.008101892471313477,0.005543098196651141,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.7,0.8333333333333334,0.7777777777777778,0.36363636363636365,0.625,0.659949494949495,0.16405635713838895,11,0.4666666666666667,0.3333333333333333,0.4666666666666667,0.26666666666666666,0.3333333333333333,0.3733333333333333,0.08,40,0.56,0.47619047619047616,0.5833333333333334,0.30769230769230765,0.43478260869565216,0.47239974518235395,0.09852717816698116,4,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,sgd -0.8887178421020507,0.1859514157414633,0.007677125930786133,0.0049467214421838835,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.4444444444444444,0.6428571428571429,0.7142857142857143,0.38461538461538464,0.5714285714285714,0.5515262515262516,0.12210964553824631,45,0.26666666666666666,0.6,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.36,0.12364824660660938,47,0.33333333333333337,0.6206896551724138,0.4545454545454545,0.3571428571428571,0.36363636363636365,0.4258695327660845,0.10576999581348231,25,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,adam -0.14466552734375,0.041141209071915236,0.007697772979736328,0.0049159893647546865,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4090909090909091,0.3,0.5,0.35714285714285715,0.46153846153846156,0.4055544455544456,0.07148720478996355,76,0.6,0.4,0.7333333333333333,0.3333333333333333,0.4,0.49333333333333335,0.14966629547095764,6,0.4864864864864865,0.34285714285714286,0.5945945945945945,0.3448275862068965,0.42857142857142855,0.43946744774330976,0.09453486058610974,13,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,lbfgs -0.1959587574005127,0.1242105047333648,0.005461263656616211,0.004222809232558101,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.01639344262295082,0.11904761904761904,0.02857142857142857,0.22916666666666666,0.22413793103448276,0.12346341758862958,0.09142921077944322,101,0.13333333333333333,1.0,0.13333333333333333,0.7333333333333333,0.8666666666666667,0.5733333333333334,0.36902273341594793,3,0.029197080291970805,0.21276595744680848,0.047058823529411764,0.3492063492063492,0.35616438356164387,0.19887851880723684,0.1409760059349643,94,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,sgd -0.8038082122802734,0.12333210682658378,0.010477542877197266,0.005313602117193674,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.5,0.7777777777777778,0.36363636363636365,0.5714285714285714,0.5625685425685425,0.13511732928832146,42,0.4,0.26666666666666666,0.4666666666666667,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.08432740427115679,62,0.48,0.3478260869565218,0.5833333333333334,0.30769230769230765,0.36363636363636365,0.41649761832370524,0.10120809786807046,42,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,adam -0.1273573875427246,0.03359892470420681,0.006190443038940429,0.004843946741972821,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.46153846153846156,0.3684210526315789,0.5238095238095238,0.23529411764705882,0.42857142857142855,0.4035269168396103,0.09797465881712962,77,0.4,0.4666666666666667,0.7333333333333333,0.26666666666666666,0.4,0.4533333333333333,0.154344492037203,8,0.42857142857142855,0.4117647058823529,0.611111111111111,0.25,0.4137931034482759,0.42304806980263365,0.11450486292230375,37,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,lbfgs -0.7199892997741699,0.06796600658622996,0.007977962493896484,0.005288203886374183,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.7777777777777778,0.5555555555555556,0.75,0.36363636363636365,0.4444444444444444,0.5782828282828284,0.16357711859294594,40,0.4666666666666667,0.3333333333333333,0.4,0.26666666666666666,0.26666666666666666,0.3466666666666667,0.07774602526460402,53,0.5833333333333334,0.4166666666666667,0.5217391304347827,0.30769230769230765,0.33333333333333337,0.43255295429208473,0.1061847306403413,19,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,sgd -0.9142007827758789,0.170480706560009,0.006371974945068359,0.0038012472713909503,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.6428571428571429,0.75,0.45454545454545453,0.3333333333333333,0.5561471861471862,0.1462802270878258,43,0.4,0.6,0.4,0.3333333333333333,0.13333333333333333,0.3733333333333333,0.14966629547095764,40,0.48,0.6206896551724138,0.5217391304347827,0.3846153846153846,0.19047619047619044,0.43950407213975423,0.14577955573325332,12,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,adam -0.1124812126159668,0.02587659817272725,0.01264176368713379,0.010632455675562246,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.3,0.47058823529411764,0.35294117647058826,0.5,0.42470588235294116,0.08263816154746327,71,0.4666666666666667,0.4,0.5333333333333333,0.4,0.3333333333333333,0.42666666666666664,0.06798692684790379,16,0.4827586206896552,0.34285714285714286,0.5,0.37500000000000006,0.4,0.4201231527093596,0.06117939039592036,39,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,lbfgs -0.8198351860046387,0.09500965311799496,0.007853317260742187,0.0049878361548159325,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.7777777777777778,0.5833333333333334,0.7777777777777778,0.4166666666666667,0.5714285714285714,0.6253968253968253,0.1376154775172668,33,0.4666666666666667,0.4666666666666667,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.39999999999999997,0.08432740427115679,29,0.5833333333333334,0.5185185185185186,0.5833333333333334,0.3703703703703704,0.36363636363636365,0.4838383838383839,0.09831044444255305,2,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,sgd -4.8895872116088865,0.4647390697342996,0.010320949554443359,0.007566612807549665,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.26666666666666666,0.5333333333333333,0.6666666666666666,0.4,0.7142857142857143,0.5161904761904762,0.16609698557403155,50,0.26666666666666666,0.5333333333333333,0.5333333333333333,0.26666666666666666,0.3333333333333333,0.38666666666666666,0.12220201853215575,33,0.26666666666666666,0.5333333333333333,0.5925925925925926,0.32,0.4545454545454545,0.43342760942760944,0.1236411286978877,18,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,adam -0.1042665958404541,0.009061932924811009,0.008205938339233398,0.005479316913066643,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4117647058823529,0.3125,0.7,0.5714285714285714,0.5,0.49913865546218494,0.1326951757768835,54,0.4666666666666667,0.3333333333333333,0.4666666666666667,0.26666666666666666,0.3333333333333333,0.3733333333333333,0.08,40,0.43749999999999994,0.3225806451612903,0.56,0.36363636363636365,0.4,0.41674340175953073,0.08114260661431026,41,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,lbfgs -0.3693666458129883,0.13008410220854125,0.01041274070739746,0.005422719803997511,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.24,0.09411764705882353,0.07142857142857142,0.13953488372093023,0.11363636363636363,0.13174349316893777,0.05858607216387771,99,0.8,0.5333333333333333,0.26666666666666666,0.4,0.6666666666666666,0.5333333333333333,0.1885618083164127,4,0.36923076923076925,0.16,0.11267605633802816,0.2068965517241379,0.19417475728155337,0.20859562691489772,0.08669094100219361,91,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,sgd -5.092853021621704,0.6397029351799327,0.014010000228881835,0.008117175361864818,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.3888888888888889,0.5,0.6666666666666666,0.5,0.7142857142857143,0.553968253968254,0.11956501323978719,44,0.4666666666666667,0.4666666666666667,0.6666666666666666,0.3333333333333333,0.3333333333333333,0.4533333333333333,0.12220201853215573,8,0.42424242424242425,0.4827586206896552,0.6666666666666666,0.4,0.4545454545454545,0.4856426332288401,0.09470976615158237,1,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,adam -0.10830707550048828,0.011648005708857323,0.011861801147460938,0.006498538557667837,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3684210526315789,0.35,0.5625,0.5,0.38461538461538464,0.4331072874493927,0.08325827754181139,70,0.4666666666666667,0.4666666666666667,0.6,0.4,0.3333333333333333,0.4533333333333333,0.08844332774281066,8,0.4117647058823529,0.4,0.5806451612903225,0.4444444444444445,0.3571428571428571,0.4387994337519954,0.07623141824809554,14,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,lbfgs -1.1035906791687011,0.03786597235814515,0.008562660217285157,0.004801375405252329,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.625,0.5,0.75,0.4166666666666667,0.7142857142857143,0.6011904761904762,0.12632517518935532,37,0.3333333333333333,0.26666666666666666,0.4,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.0421637021355784,62,0.43478260869565216,0.3478260869565218,0.5217391304347827,0.3703703703703704,0.4545454545454545,0.42585273020055625,0.062070389427497236,26,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,sgd -4.9031455516815186,0.35326140423369623,0.01238718032836914,0.007006940489847812,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.3333333333333333,0.5714285714285714,0.5384615384615384,0.36363636363636365,0.7142857142857143,0.5042291042291043,0.14055823746140417,53,0.3333333333333333,0.5333333333333333,0.4666666666666667,0.26666666666666666,0.3333333333333333,0.38666666666666666,0.09797958971132713,33,0.3333333333333333,0.5517241379310344,0.5,0.30769230769230765,0.4545454545454545,0.42945904670042595,0.09446840528304948,21,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,adam -0.23211345672607422,0.02185433141596618,0.012811231613159179,0.004153450136664453,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35294117647058826,0.4444444444444444,0.5454545454545454,0.3333333333333333,0.5384615384615384,0.44292700763288995,0.08916195204608926,64,0.4,0.5333333333333333,0.4,0.26666666666666666,0.4666666666666667,0.4133333333333334,0.08844332774281066,19,0.37500000000000006,0.4848484848484848,0.4615384615384615,0.2962962962962963,0.5,0.4235366485366486,0.0769361250256097,36,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,lbfgs -1.1938199043273925,0.07755133824930943,0.009195804595947266,0.005934778767849416,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.75,0.75,0.7142857142857143,0.45454545454545453,0.5,0.6337662337662338,0.12924198742622664,30,0.4,0.4,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.36,0.03265986323710906,47,0.5217391304347827,0.5217391304347827,0.4545454545454545,0.3846153846153846,0.4,0.4565278200060809,0.05809604562607934,6,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,sgd -4.857767152786255,0.3662121123614626,0.006180334091186524,0.0039588386958469704,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.2777777777777778,0.42857142857142855,0.47368421052631576,0.375,0.5,0.4110066833751044,0.07899775391976399,74,0.3333333333333333,0.6,0.6,0.2,0.26666666666666666,0.39999999999999997,0.16865480854231357,29,0.303030303030303,0.5,0.5294117647058824,0.26086956521739135,0.3478260869565218,0.3882275439820197,0.10727252067167553,67,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,adam -0.29929146766662595,0.057496816076018475,0.008880329132080079,0.005270800665383911,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35714285714285715,0.375,0.5333333333333333,0.36363636363636365,0.6,0.44582251082251084,0.1010577201710453,63,0.3333333333333333,0.4,0.5333333333333333,0.26666666666666666,0.4,0.3866666666666666,0.08844332774281066,37,0.3448275862068965,0.38709677419354843,0.5333333333333333,0.30769230769230765,0.48,0.4105900002852172,0.08408119383871115,48,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,lbfgs -1.525427770614624,0.29659180099833304,0.008276939392089844,0.005015386180005035,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.08,0.21818181818181817,0.041666666666666664,0.2857142857142857,0.3225806451612903,0.18962868314481218,0.11102716355375021,95,0.5333333333333333,0.8,0.06666666666666667,0.5333333333333333,0.6666666666666666,0.52,0.24729649321321878,5,0.1391304347826087,0.34285714285714286,0.05128205128205127,0.37209302325581395,0.4347826086956521,0.2680290521746538,0.14685327221842065,88,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,sgd -4.758777236938476,0.6615315472374628,0.00803828239440918,0.005079176959587007,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.3333333333333333,0.5,0.5882352941176471,0.42857142857142855,0.6153846153846154,0.4931049342814049,0.10367370499144796,56,0.26666666666666666,0.5333333333333333,0.6666666666666666,0.2,0.5333333333333333,0.44000000000000006,0.1768866554856213,13,0.2962962962962963,0.5161290322580646,0.625,0.27272727272727276,0.5714285714285715,0.45631623454204095,0.14463327496780828,7,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,adam -0.2816793441772461,0.041653249445626275,0.010567426681518555,0.005293358644798296,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3157894736842105,0.4117647058823529,0.5,0.2857142857142857,0.5,0.4026536930561698,0.08972829553991833,79,0.4,0.4666666666666667,0.5333333333333333,0.26666666666666666,0.3333333333333333,0.39999999999999997,0.09428090415820635,29,0.35294117647058826,0.43749999999999994,0.5161290322580646,0.2758620689655172,0.4,0.396486455538834,0.08056703538456157,63,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,lbfgs -1.4069440364837646,0.13698513474478327,0.010308170318603515,0.0050549204053312894,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.7777777777777778,0.7142857142857143,0.7142857142857143,0.4166666666666667,0.625,0.6496031746031746,0.12622291686436563,24,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.36,0.053333333333333344,47,0.5833333333333334,0.4545454545454545,0.4545454545454545,0.3703703703703704,0.43478260869565216,0.45951544429805297,0.06919368266531599,5,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,sgd -4.494287443161011,0.3452812678084719,0.00999608039855957,0.0051015506423479785,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.3333333333333333,0.42105263157894735,0.6428571428571429,0.2727272727272727,0.5,0.4339940760993393,0.12983652077576457,69,0.3333333333333333,0.5333333333333333,0.6,0.2,0.3333333333333333,0.4,0.1460593486680443,25,0.3333333333333333,0.47058823529411764,0.6206896551724138,0.23076923076923075,0.4,0.41107609091381914,0.1312682152017639,47,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,adam -0.3188055992126465,0.24842999211803804,0.010413837432861329,0.00547589180093466,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.34782608695652173,0.3888888888888889,0.26666666666666666,0.3,0.5,0.36067632850241543,0.08110683826894001,90,0.5333333333333333,0.4666666666666667,0.26666666666666666,0.2,0.6666666666666666,0.42666666666666664,0.17178798302300166,16,0.4210526315789474,0.42424242424242425,0.26666666666666666,0.24,0.5714285714285715,0.38467805878332195,0.12051774300585827,69,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,lbfgs -0.7642218112945557,0.08421701046664705,0.012299203872680664,0.004045833785075643,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.625,0.6,0.6,0.5,0.5,0.5650000000000001,0.05385164807134503,41,0.3333333333333333,0.2,0.2,0.3333333333333333,0.13333333333333333,0.24,0.07999999999999999,96,0.43478260869565216,0.3,0.3,0.4,0.2105263157894737,0.3290617848970252,0.0799361683670233,85,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,sgd -0.9307360172271728,0.09829312341948908,0.011376619338989258,0.00584957274292104,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.7142857142857143,0.75,0.3333333333333333,0.375,0.5345238095238096,0.17079910889962813,48,0.4,0.3333333333333333,0.4,0.2,0.2,0.30666666666666664,0.09043106644167025,76,0.4444444444444445,0.4545454545454545,0.5217391304347827,0.25,0.26086956521739135,0.3863197189284146,0.11017482340750305,68,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,adam -0.5555238723754883,0.6962313809488729,0.013994932174682617,0.005384740747879553,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35294117647058826,0.3684210526315789,0.5333333333333333,0.45454545454545453,0.25,0.39184820339619103,0.09605465968798024,83,0.4,0.4666666666666667,0.5333333333333333,0.3333333333333333,0.26666666666666666,0.39999999999999997,0.09428090415820634,29,0.37500000000000006,0.4117647058823529,0.5333333333333333,0.3846153846153846,0.2580645161290323,0.39255558799202067,0.08791638948884511,64,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,lbfgs -0.2169790267944336,0.25068596039571917,0.005627346038818359,0.004076634038380489,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.08843537414965986,0.1111111111111111,0.16216216216216217,0.21428571428571427,0.3,0.17519887234172948,0.07603710179683867,96,0.8666666666666667,0.6,0.4,0.2,0.2,0.4533333333333334,0.25438378704451886,7,0.16049382716049385,0.18750000000000003,0.23076923076923078,0.20689655172413796,0.24,0.2051319219307725,0.02891232459253701,92,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,sgd -0.8452428817749024,0.37238085215627736,0.011332941055297852,0.004219456265795948,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.5,0.6363636363636364,0.5,0.5714285714285714,0.5415584415584416,0.05488453664705308,47,0.4666666666666667,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.36,0.09043106644167025,47,0.4827586206896552,0.3478260869565218,0.5384615384615385,0.4,0.36363636363636365,0.42653652194881586,0.07286162666005423,24,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,adam -0.26857986450195315,0.0879099283816985,0.00979161262512207,0.0048062326614943295,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.2857142857142857,0.32,0.3333333333333333,0.4,0.5,0.36780952380952375,0.075795164947894,88,0.26666666666666666,0.5333333333333333,0.4,0.4,0.4666666666666667,0.4133333333333334,0.08844332774281066,19,0.2758620689655172,0.4,0.3636363636363636,0.4000000000000001,0.4827586206896552,0.38445141065830724,0.06689205650446098,70,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,lbfgs -0.7455419063568115,0.06632518155124961,0.00965576171875,0.004975807504315596,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.6666666666666666,0.6666666666666666,0.3333333333333333,0.5,0.5333333333333333,0.1247219128924647,49,0.13333333333333333,0.13333333333333333,0.13333333333333333,0.13333333333333333,0.06666666666666667,0.12,0.02666666666666667,99,0.2105263157894737,0.2222222222222222,0.2222222222222222,0.19047619047619044,0.11764705882352941,0.1926188019067276,0.03923966637699094,97,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,sgd -0.751691198348999,0.024326703917101337,0.009961509704589843,0.0051212092719688206,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.5833333333333334,0.75,0.45454545454545453,0.5,0.5825757575757576,0.10299687514762024,39,0.3333333333333333,0.4666666666666667,0.4,0.3333333333333333,0.2,0.3466666666666667,0.08844332774281068,53,0.43478260869565216,0.5185185185185186,0.5217391304347827,0.3846153846153846,0.28571428571428575,0.42907398559572474,0.08848538033680223,22,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,adam -0.11941370964050294,0.012065999516617357,0.0036948680877685546,9.093993458876748e-05,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.2,0.3888888888888889,0.4666666666666667,0.4166666666666667,0.4444444444444444,0.38333333333333336,0.09532271373123208,86,0.2,0.4666666666666667,0.4666666666666667,0.3333333333333333,0.5333333333333333,0.4,0.1192569587999888,25,0.20000000000000004,0.42424242424242425,0.4666666666666667,0.3703703703703704,0.4848484848484848,0.38922558922558925,0.10249768804513397,66,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,lbfgs -0.7601695537567139,0.05745474649105625,0.0036752700805664064,0.00017300723241431737,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.8,0.4,0.7142857142857143,0.5,0.6666666666666666,0.6161904761904762,0.14573607057819865,34,0.26666666666666666,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.24,0.09043106644167023,96,0.4,0.2,0.4545454545454545,0.4,0.2222222222222222,0.3353535353535354,0.10361883798493608,83,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,sgd -3.1591913223266603,0.18366367393434735,0.0037065982818603516,0.00015916947192340231,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.35714285714285715,0.5454545454545454,0.45454545454545453,0.42857142857142855,0.45454545454545453,0.44805194805194803,0.060358182018816875,61,0.3333333333333333,0.4,0.3333333333333333,0.2,0.3333333333333333,0.31999999999999995,0.06531972647421809,65,0.3448275862068965,0.4615384615384615,0.3846153846153846,0.27272727272727276,0.3846153846153846,0.36966481794067996,0.06148427608408639,78,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,adam -0.11777257919311523,0.015280551227339767,0.007902050018310547,0.005341012329360095,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.375,0.4444444444444444,0.26666666666666666,0.35294117647058826,0.5,0.38781045751633986,0.07981189706042656,85,0.4,0.5333333333333333,0.26666666666666666,0.4,0.5333333333333333,0.42666666666666664,0.09977753031397177,16,0.38709677419354843,0.4848484848484848,0.26666666666666666,0.37500000000000006,0.5161290322580646,0.4059481915933529,0.08840541116030404,52,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,lbfgs -0.23868174552917482,0.11462617456947571,0.003925466537475586,0.0004724715807094474,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.26666666666666666,0.14285714285714285,0.0967741935483871,0.12096774193548387,0.0,0.1254531490015361,0.08581987011213621,100,0.8,0.9333333333333333,0.2,1.0,0.0,0.5866666666666667,0.4074855143982967,2,0.4,0.24778761061946902,0.13043478260869568,0.2158273381294964,0.0,0.19880994627153223,0.13218653387716894,95,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,sgd -3.3423530578613283,0.2772689151338871,0.009743833541870117,0.004996736269956721,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.4,0.5454545454545454,0.5,0.3333333333333333,0.8,0.5157575757575757,0.16037605027651633,51,0.4,0.4,0.4666666666666667,0.2,0.5333333333333333,0.4,0.1115546702045434,25,0.4000000000000001,0.4615384615384615,0.4827586206896552,0.25,0.64,0.4468594164456234,0.1262988099697326,9,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,adam -0.12595176696777344,0.012005536097168213,0.007985258102416992,0.005080395730613416,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.15384615384615385,0.3684210526315789,0.35714285714285715,0.3125,0.4375,0.325882012724118,0.09489025281657477,91,0.13333333333333333,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.3466666666666667,0.12220201853215575,53,0.14285714285714288,0.4117647058823529,0.3448275862068965,0.3225806451612903,0.45161290322580644,0.33472859666669785,0.10645254374170021,84,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,lbfgs -0.9289340972900391,0.032858950884015796,0.008149480819702149,0.005591615508228259,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.8333333333333334,1.0,0.6666666666666666,0.5,0.75,0.75,0.16666666666666669,1,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.2,0.27999999999999997,0.04988876515698587,89,0.47619047619047616,0.4210526315789474,0.3809523809523809,0.4,0.31578947368421056,0.39879699248120304,0.052335820155691624,59,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,sgd -3.3207568168640136,0.18718241449141523,0.003931570053100586,0.00027793697985617206,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.3333333333333333,0.5833333333333334,0.6153846153846154,0.4444444444444444,0.5,0.4952991452991453,0.1010066941030856,55,0.3333333333333333,0.4666666666666667,0.5333333333333333,0.26666666666666666,0.3333333333333333,0.38666666666666666,0.09797958971132713,33,0.3333333333333333,0.5185185185185186,0.5714285714285715,0.33333333333333337,0.4,0.43132275132275133,0.09738347854807772,20,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,adam -0.27182798385620116,0.038601000562431265,0.008585405349731446,0.005939873763412458,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.3181818181818182,0.375,0.375,0.4117647058823529,0.39598930481283423,0.06000365789034791,82,0.3333333333333333,0.4666666666666667,0.4,0.2,0.4666666666666667,0.37333333333333335,0.09977753031397177,38,0.4,0.3783783783783784,0.38709677419354843,0.26086956521739135,0.43749999999999994,0.37276894355786366,0.059480859889185334,77,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,lbfgs -1.3930143356323241,0.16990538702573632,0.006408071517944336,0.004797873839716113,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.625,0.8,0.6666666666666666,0.4444444444444444,0.75,0.6572222222222223,0.12279663002574222,13,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.2,0.26666666666666666,0.04216370213557838,93,0.43478260869565216,0.4,0.3809523809523809,0.33333333333333337,0.31578947368421056,0.37297155933311543,0.043487505841260383,76,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,sgd -2.5667842388153077,0.17183282427143798,0.008107995986938477,0.004864753758937623,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.3125,0.36363636363636365,0.46153846153846156,0.42857142857142855,0.6666666666666666,0.44658258408258406,0.12152637429033727,62,0.3333333333333333,0.26666666666666666,0.4,0.2,0.4,0.32,0.07774602526460402,64,0.3225806451612903,0.30769230769230765,0.42857142857142855,0.27272727272727276,0.5,0.36631433083045983,0.08468236966909388,79,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,adam -0.3389866352081299,0.11311799588094532,0.008838939666748046,0.006120820997859012,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.25,0.47058823529411764,0.5,0.35714285714285715,0.4166666666666667,0.3988795518207283,0.0889841945662047,80,0.26666666666666666,0.5333333333333333,0.6,0.3333333333333333,0.3333333333333333,0.4133333333333333,0.12927146286443544,21,0.2580645161290323,0.5,0.5454545454545454,0.3448275862068965,0.3703703703703704,0.4037434036321689,0.10502814024541607,54,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,lbfgs -0.33614411354064944,0.13667300577449862,0.008061981201171875,0.00490593569592713,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.2857142857142857,0.08391608391608392,0.14705882352941177,1.0,0.4366711719652896,0.34679583102904715,68,0.4,0.13333333333333333,0.8,0.3333333333333333,0.06666666666666667,0.3466666666666667,0.2578543947441829,53,0.5,0.18181818181818182,0.15189873417721517,0.20408163265306123,0.125,0.23255970972969164,0.13637103543117693,89,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,sgd -2.81766357421875,0.10951368372776764,0.006302404403686524,0.003675985445475673,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.3157894736842105,0.42857142857142855,0.5714285714285714,0.5714285714285714,0.4,0.4574436090225563,0.100184238669957,58,0.4,0.4,0.5333333333333333,0.26666666666666666,0.26666666666666666,0.37333333333333335,0.09977753031397177,38,0.35294117647058826,0.4137931034482759,0.5517241379310344,0.36363636363636365,0.32,0.4004189562972524,0.0814204311377856,57,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,adam -0.26285276412963865,0.021526537585436274,0.005976438522338867,0.0040601569108333286,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.42105263157894735,0.5625,0.36363636363636365,0.35714285714285715,0.4408663704716337,0.07957161662582855,66,0.4666666666666667,0.5333333333333333,0.6,0.26666666666666666,0.3333333333333333,0.44000000000000006,0.12364824660660938,13,0.4827586206896552,0.47058823529411764,0.5806451612903225,0.30769230769230765,0.3448275862068965,0.4373023822346599,0.09906738036207909,16,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,lbfgs -1.9545022010803224,0.16799470247699394,0.0044152259826660155,0.000619356686707597,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",1.0,0.8,0.6666666666666666,0.5,0.6666666666666666,0.7266666666666667,0.16653327995729064,2,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.13333333333333333,0.26666666666666666,0.07302967433402215,93,0.5,0.4,0.3809523809523809,0.4,0.2222222222222222,0.3806349206349206,0.08954632160944306,71,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,sgd -1.6608659744262695,0.3719395378117068,0.003211212158203125,0.00031301050454334386,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.42857142857142855,0.38461538461538464,0.5454545454545454,0.3,0.46153846153846156,0.42403596403596405,0.08137368386322834,72,0.4,0.3333333333333333,0.4,0.2,0.4,0.3466666666666667,0.07774602526460402,53,0.4137931034482759,0.3571428571428571,0.4615384615384615,0.24,0.42857142857142855,0.3802091701402046,0.07780990739365842,72,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,adam -0.0011188030242919923,0.00015520566795097443,0.004313039779663086,0.0004212856265738918,{},0.2916666666666667,0.5384615384615384,0.6428571428571429,0.6,0.5555555555555556,0.5257081807081807,0.1225333407366145,1,0.4666666666666667,0.4666666666666667,0.6,0.6,0.3333333333333333,0.49333333333333335,0.09977753031397177,1,0.35897435897435903,0.5,0.6206896551724138,0.6,0.4166666666666667,0.4992661361626879,0.10138636590401587,1,GaussianNB,,,,,,,,,,, -0.010596513748168945,0.0011839966018849619,0.005900859832763672,0.0009104031846503747,"{'gamma': 'scale', 'kernel': 'linear'}",0.8333333333333334,0.6,0.8,0.75,0.42857142857142855,0.6823809523809523,0.14993271355546234,2,0.3333333333333333,0.2,0.26666666666666666,0.2,0.2,0.24,0.05333333333333333,3,0.47619047619047616,0.3,0.4,0.31578947368421056,0.27272727272727276,0.3529414445203919,0.07486282160433845,3,SVC,scale,linear,,,,,,,,, -0.009552240371704102,0.003827047808170677,0.0063552379608154295,0.001429829350600165,"{'gamma': 'scale', 'kernel': 'poly'}",0.5,0.3333333333333333,0.7777777777777778,0.5,0.0,0.4222222222222222,0.25482988758177144,8,0.2,0.13333333333333333,0.4666666666666667,0.13333333333333333,0.0,0.18666666666666668,0.15434449203720302,6,0.28571428571428575,0.19047619047619044,0.5833333333333334,0.2105263157894737,0.0,0.25401002506265663,0.1896878886252658,8,SVC,scale,poly,,,,,,,,, -0.006196022033691406,0.00031368883853351856,0.008331823348999023,0.003460860112360226,"{'gamma': 'scale', 'kernel': 'rbf'}",1.0,0.6666666666666666,0.6666666666666666,1.0,0.5,0.7666666666666666,0.2,1,0.26666666666666666,0.13333333333333333,0.13333333333333333,0.13333333333333333,0.13333333333333333,0.15999999999999998,0.05333333333333334,7,0.4210526315789474,0.2222222222222222,0.2222222222222222,0.23529411764705882,0.2105263157894737,0.2622635018919849,0.07978054897565402,6,SVC,scale,rbf,,,,,,,,, -0.014345932006835937,0.020027894288998677,0.011806440353393555,0.014072614533128342,"{'gamma': 'scale', 'kernel': 'sigmoid'}",0.3684210526315789,0.5,0.23076923076923078,0.7,0.375,0.43483805668016196,0.15760255848499696,7,0.4666666666666667,0.26666666666666666,0.2,0.4666666666666667,0.2,0.31999999999999995,0.12220201853215575,1,0.4117647058823529,0.3478260869565218,0.21428571428571427,0.56,0.26086956521739135,0.3589492144683961,0.12155802264278821,1,SVC,scale,sigmoid,,,,,,,,, -0.008711624145507812,0.0007690426878748866,0.021584033966064453,0.021183728892415904,"{'gamma': 'auto', 'kernel': 'linear'}",0.8333333333333334,0.6,0.8,0.75,0.42857142857142855,0.6823809523809523,0.14993271355546234,2,0.3333333333333333,0.2,0.26666666666666666,0.2,0.2,0.24,0.05333333333333333,3,0.47619047619047616,0.3,0.4,0.31578947368421056,0.27272727272727276,0.3529414445203919,0.07486282160433845,3,SVC,auto,linear,,,,,,,,, -0.005670499801635742,0.0003375235296922449,0.010262584686279297,0.005094905658622094,"{'gamma': 'auto', 'kernel': 'poly'}",0.5,0.3333333333333333,0.7777777777777778,0.5,1.0,0.6222222222222222,0.23674750836291683,5,0.2,0.13333333333333333,0.4666666666666667,0.13333333333333333,0.06666666666666667,0.2,0.1398411797560202,5,0.28571428571428575,0.19047619047619044,0.5833333333333334,0.2105263157894737,0.125,0.27901002506265665,0.16056460954387927,5,SVC,auto,poly,,,,,,,,, -0.006739568710327148,0.0013738379399336927,0.013741207122802735,0.010033050865576626,"{'gamma': 'auto', 'kernel': 'rbf'}",0.8,0.6666666666666666,0.6666666666666666,0.6666666666666666,0.5,0.6599999999999999,0.09521904571390467,4,0.26666666666666666,0.13333333333333333,0.13333333333333333,0.13333333333333333,0.13333333333333333,0.15999999999999998,0.05333333333333334,7,0.4,0.2222222222222222,0.2222222222222222,0.2222222222222222,0.2105263157894737,0.2554385964912281,0.07242250327211175,7,SVC,auto,rbf,,,,,,,,, -0.004668188095092773,0.00031056039876279376,0.007784652709960938,0.00414786876698203,"{'gamma': 'auto', 'kernel': 'sigmoid'}",0.3684210526315789,0.42857142857142855,0.3076923076923077,0.7,0.375,0.43593695777906305,0.13747868331825885,6,0.4666666666666667,0.2,0.26666666666666666,0.4666666666666667,0.2,0.31999999999999995,0.12220201853215575,1,0.4117647058823529,0.27272727272727276,0.28571428571428575,0.56,0.26086956521739135,0.3582151659082606,0.11456473801668556,2,SVC,auto,sigmoid,,,,,,,,, -0.002039813995361328,0.00010874611948121655,0.0033890724182128905,2.779040339681128e-05,"{'criterion': 'gini', 'splitter': 'best'}",0.42857142857142855,0.3076923076923077,0.4444444444444444,0.5625,0.5,0.4486416361416362,0.08472136849589072,2,0.6,0.26666666666666666,0.5333333333333333,0.6,0.26666666666666666,0.4533333333333333,0.154344492037203,2,0.5,0.28571428571428575,0.4848484848484848,0.5806451612903225,0.3478260869565218,0.439806803761923,0.10741729212938977,2,DecisionTreeClassifier,,,gini,best,,,,,,, -0.00099945068359375,6.190000185055869e-05,0.005875444412231446,0.004528344166311293,"{'criterion': 'gini', 'splitter': 'random'}",0.5,0.6428571428571429,0.4444444444444444,0.3684210526315789,0.2777777777777778,0.44670008354218876,0.12327685345295664,3,0.6,0.6,0.5333333333333333,0.4666666666666667,0.3333333333333333,0.5066666666666667,0.09977753031397177,1,0.5454545454545454,0.6206896551724138,0.4848484848484848,0.4117647058823529,0.303030303030303,0.47315753887762,0.10939983275703087,1,DecisionTreeClassifier,,,gini,random,,,,,,, -0.002177143096923828,0.0002574147267227136,0.003408384323120117,7.58036715519003e-05,"{'criterion': 'entropy', 'splitter': 'best'}",0.4090909090909091,0.5384615384615384,0.35294117647058826,0.6666666666666666,0.3333333333333333,0.4600987248046072,0.1256702407677041,1,0.6,0.4666666666666667,0.4,0.4,0.26666666666666666,0.42666666666666664,0.10832051206181278,3,0.4864864864864865,0.5,0.37500000000000006,0.5,0.2962962962962963,0.43155655655655656,0.08231681383302808,3,DecisionTreeClassifier,,,entropy,best,,,,,,, -0.001028728485107422,3.3880077046652154e-05,0.0033094406127929686,3.619234866388107e-05,"{'criterion': 'entropy', 'splitter': 'random'}",0.3333333333333333,0.38461538461538464,0.2857142857142857,0.4375,0.4,0.3682326007326007,0.05310888257853128,4,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.4666666666666667,0.26666666666666666,0.3333333333333333,0.07302967433402216,4,0.3333333333333333,0.3571428571428571,0.2758620689655172,0.45161290322580644,0.32,0.34759023253350285,0.058346170756578254,4,DecisionTreeClassifier,,,entropy,random,,,,,,, -0.31862268447875974,0.015166349055403865,0.026282405853271483,0.0032294737811644283,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'sqrt'}",0.625,0.5,0.7142857142857143,0.6666666666666666,0.5555555555555556,0.6123015873015873,0.07661505377603385,5,0.3333333333333333,0.26666666666666666,0.6666666666666666,0.4,0.3333333333333333,0.39999999999999997,0.1398411797560202,6,0.43478260869565216,0.3478260869565218,0.689655172413793,0.5,0.4166666666666667,0.4777861069465267,0.11649588111543065,5,RandomForestClassifier,,,gini,,balanced,sqrt,,,,, -0.306473445892334,0.011517295418375874,0.027720165252685548,0.004769067592846148,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'log2'}",0.5,0.5,0.75,0.6666666666666666,0.5,0.5833333333333333,0.10540925533894598,8,0.3333333333333333,0.26666666666666666,0.6,0.4,0.26666666666666666,0.37333333333333335,0.12364824660660936,8,0.4,0.3478260869565218,0.6666666666666665,0.5,0.3478260869565218,0.4524637681159421,0.12065911543769182,8,RandomForestClassifier,,,gini,,balanced,log2,,,,, -0.31563496589660645,0.007517902609842584,0.024204587936401366,0.004443310042774054,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.46153846153846156,0.375,0.8333333333333334,0.7777777777777778,0.5,0.5895299145299145,0.18182291764265088,6,0.4,0.2,0.6666666666666666,0.4666666666666667,0.26666666666666666,0.4,0.1632993161855452,5,0.42857142857142855,0.26086956521739135,0.7407407407407408,0.5833333333333334,0.3478260869565218,0.47226823096388326,0.1711710250562825,6,RandomForestClassifier,,,entropy,,balanced,sqrt,,,,, -0.3336338520050049,0.007499302536570322,0.020826101303100586,0.003577879127972515,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'log2'}",0.5833333333333334,0.42857142857142855,0.7692307692307693,0.875,0.5714285714285714,0.6455128205128204,0.15772687057677118,3,0.4666666666666667,0.2,0.6666666666666666,0.4666666666666667,0.26666666666666666,0.4133333333333334,0.16546231527987806,3,0.5185185185185186,0.27272727272727276,0.7142857142857142,0.608695652173913,0.36363636363636365,0.4955727042683565,0.16014117323373905,3,RandomForestClassifier,,,entropy,,balanced,log2,,,,, -0.4043609619140625,0.007971713581571683,0.024315786361694337,0.0060363791095742565,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'sqrt'}",0.45454545454545453,0.5,0.8,0.6363636363636364,0.5555555555555556,0.5892929292929294,0.1215577563706401,7,0.3333333333333333,0.26666666666666666,0.5333333333333333,0.4666666666666667,0.3333333333333333,0.38666666666666666,0.09797958971132713,7,0.3846153846153846,0.3478260869565218,0.64,0.5384615384615385,0.4166666666666667,0.4655139353400223,0.10821072071198098,7,RandomForestClassifier,,,gini,,balanced_subsample,sqrt,,,,, -0.4372096061706543,0.01160622526311891,0.030966997146606445,0.0053940272839385255,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'log2'}",0.6666666666666666,0.5555555555555556,0.8333333333333334,0.7777777777777778,0.5714285714285714,0.680952380952381,0.11001729175341879,1,0.4,0.3333333333333333,0.6666666666666666,0.4666666666666667,0.26666666666666666,0.42666666666666664,0.13727506854649332,1,0.5,0.4166666666666667,0.7407407407407408,0.5833333333333334,0.36363636363636365,0.5208754208754209,0.13286167128255894,1,RandomForestClassifier,,,gini,,balanced_subsample,log2,,,,, -0.45864181518554686,0.011859787375973256,0.024091339111328124,0.006999307574191549,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.5454545454545454,0.42857142857142855,0.8333333333333334,0.8,0.5,0.6214718614718615,0.16401353723563278,4,0.4,0.2,0.6666666666666666,0.5333333333333333,0.26666666666666666,0.4133333333333333,0.17074997966487596,4,0.4615384615384615,0.27272727272727276,0.7407407407407408,0.64,0.3478260869565218,0.4925665123925994,0.1752534752158311,4,RandomForestClassifier,,,entropy,,balanced_subsample,sqrt,,,,, -0.2980354309082031,0.08476258627612893,0.013730049133300781,0.002266925169255653,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'log2'}",0.5,0.5,0.8333333333333334,0.8,0.625,0.6516666666666667,0.14263395263556447,2,0.3333333333333333,0.26666666666666666,0.6666666666666666,0.5333333333333333,0.3333333333333333,0.42666666666666664,0.14966629547095764,1,0.4,0.3478260869565218,0.7407407407407408,0.64,0.43478260869565216,0.5126698872785831,0.15110505085777184,2,RandomForestClassifier,,,entropy,,balanced_subsample,log2,,,,, -0.009872055053710938,0.001406486875981063,0.00338897705078125,0.0005632765879537626,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5454545454545454,0.75,0.875,0.8333333333333334,0.5,0.7007575757575758,0.15151515151515152,5,0.4,0.2,0.4666666666666667,0.3333333333333333,0.2,0.32,0.10666666666666667,66,0.4615384615384615,0.31578947368421056,0.608695652173913,0.47619047619047616,0.28571428571428575,0.42958566986026936,0.11740691979071846,45,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,lbfgs -0.39519052505493163,0.06600707923521994,0.012487077713012695,0.0042955997301402865,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.36363636363636365,0.6666666666666666,0.75,0.7142857142857143,0.5,0.598917748917749,0.14551122375422212,39,0.26666666666666666,0.26666666666666666,0.2,0.3333333333333333,0.13333333333333333,0.24,0.06798692684790379,95,0.30769230769230765,0.3809523809523809,0.31578947368421056,0.4545454545454545,0.2105263157894737,0.33390118653276546,0.08124672609273095,85,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,sgd -0.38532061576843263,0.07993118945781819,0.010066366195678711,0.005580205658789463,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.8,0.875,0.8333333333333334,0.42857142857142855,0.6873809523809523,0.1850837893233624,22,0.4,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.2,0.3333333333333333,0.09428090415820635,64,0.4444444444444445,0.4,0.608695652173913,0.47619047619047616,0.27272727272727276,0.44041156910722135,0.10896517338975889,40,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,adam -0.016694164276123045,0.006211936724014478,0.010653400421142578,0.006595812598880339,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5454545454545454,0.75,0.875,0.8333333333333334,0.5,0.7007575757575758,0.15151515151515152,5,0.4,0.2,0.4666666666666667,0.3333333333333333,0.2,0.32,0.10666666666666667,66,0.4615384615384615,0.31578947368421056,0.608695652173913,0.47619047619047616,0.28571428571428575,0.42958566986026936,0.11740691979071846,45,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,lbfgs -0.28244738578796386,0.30528040522677696,0.005754327774047852,0.0044056834205716015,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.2857142857142857,0.09821428571428571,0.07936507936507936,0.15789473684210525,0.17105263157894737,0.15844820384294067,0.07244045691389245,96,0.6666666666666666,0.7333333333333333,0.3333333333333333,0.4,0.8666666666666667,0.6,0.20221001184137466,3,0.4,0.1732283464566929,0.1282051282051282,0.22641509433962267,0.28571428571428575,0.2427125709431459,0.09465104590135279,90,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,sgd -0.49001188278198243,0.05706062836489086,0.003601217269897461,0.00015956738334802948,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.75,0.875,0.8333333333333334,0.5,0.6916666666666667,0.16158932858054434,19,0.4,0.2,0.4666666666666667,0.3333333333333333,0.2,0.32,0.10666666666666667,66,0.4444444444444445,0.31578947368421056,0.608695652173913,0.47619047619047616,0.28571428571428575,0.42616686644146595,0.11667329195300206,60,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,adam -0.023553228378295897,0.0033693437484288873,0.008075094223022461,0.005777682298564181,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5454545454545454,0.75,0.875,0.8333333333333334,0.5,0.7007575757575758,0.15151515151515152,5,0.4,0.2,0.4666666666666667,0.3333333333333333,0.2,0.32,0.10666666666666667,66,0.4615384615384615,0.31578947368421056,0.608695652173913,0.47619047619047616,0.28571428571428575,0.42958566986026936,0.11740691979071846,45,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,lbfgs -0.5890131950378418,0.04572356596549965,0.01000356674194336,0.0052227226983542355,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.6,0.875,0.8,0.5,0.655,0.15524174696260024,27,0.4,0.2,0.4666666666666667,0.26666666666666666,0.2,0.3066666666666667,0.10832051206181281,84,0.4444444444444445,0.3,0.608695652173913,0.4,0.28571428571428575,0.4077708764665286,0.11686614202819895,70,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,sgd -0.5112578392028808,0.09342160830655895,0.005943012237548828,0.004548063137206525,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.75,0.875,0.8333333333333334,0.42857142857142855,0.6773809523809524,0.1800100778231981,23,0.4,0.2,0.4666666666666667,0.3333333333333333,0.2,0.32,0.10666666666666667,66,0.4444444444444445,0.31578947368421056,0.608695652173913,0.47619047619047616,0.27272727272727276,0.4235694638440634,0.11987187681915965,65,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,adam -0.041579055786132815,0.008665842670848564,0.0067901611328125,0.0051742757730326465,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5454545454545454,0.75,0.875,0.8333333333333334,0.5,0.7007575757575758,0.15151515151515152,5,0.4,0.2,0.4666666666666667,0.3333333333333333,0.2,0.32,0.10666666666666667,66,0.4615384615384615,0.31578947368421056,0.608695652173913,0.47619047619047616,0.28571428571428575,0.42958566986026936,0.11740691979071846,45,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,lbfgs -0.4663654327392578,0.02886061665973407,0.007835769653320312,0.005224017416772435,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.6,0.875,0.8333333333333334,0.4,0.675,0.17110750356947466,24,0.4,0.2,0.4666666666666667,0.3333333333333333,0.13333333333333333,0.3066666666666667,0.12364824660660939,84,0.5,0.3,0.608695652173913,0.47619047619047616,0.2,0.41697722567287787,0.14691339825944214,67,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,sgd -0.3660557270050049,0.03779335369151512,0.007740211486816406,0.005020629745758336,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5454545454545454,0.75,0.875,0.8333333333333334,0.5,0.7007575757575758,0.15151515151515152,5,0.4,0.2,0.4666666666666667,0.3333333333333333,0.2,0.32,0.10666666666666667,66,0.4615384615384615,0.31578947368421056,0.608695652173913,0.47619047619047616,0.28571428571428575,0.42958566986026936,0.11740691979071846,45,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,adam -0.03427233695983887,0.007403751612046547,0.009819984436035156,0.005006036281595663,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5454545454545454,0.75,0.875,0.8333333333333334,0.5,0.7007575757575758,0.15151515151515152,5,0.4,0.2,0.4666666666666667,0.3333333333333333,0.2,0.32,0.10666666666666667,66,0.4615384615384615,0.31578947368421056,0.608695652173913,0.47619047619047616,0.28571428571428575,0.42958566986026936,0.11740691979071846,45,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,lbfgs -0.577223539352417,0.2672484899919126,0.005336618423461914,0.003571470278858038,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.10752688172043011,0.08461538461538462,0.45,0.10077519379844961,0.03571428571428571,0.15572634916971,0.14926450640838454,97,0.6666666666666666,0.7333333333333333,0.6,0.8666666666666667,0.06666666666666667,0.5866666666666667,0.2745501370929867,5,0.18518518518518517,0.15172413793103448,0.5142857142857143,0.18055555555555555,0.046511627906976744,0.21565244417289325,0.1575038536323302,91,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,sgd -0.3438289642333984,0.024961804937144897,0.009810876846313477,0.005081807079003626,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5454545454545454,0.75,0.875,0.8333333333333334,0.5,0.7007575757575758,0.15151515151515152,5,0.4,0.2,0.4666666666666667,0.3333333333333333,0.2,0.32,0.10666666666666667,66,0.4615384615384615,0.31578947368421056,0.608695652173913,0.47619047619047616,0.28571428571428575,0.42958566986026936,0.11740691979071846,45,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,adam -0.02986111640930176,0.004999068460645655,0.009817028045654297,0.005117807133013789,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5454545454545454,0.75,0.875,0.8333333333333334,0.5,0.7007575757575758,0.15151515151515152,5,0.4,0.2,0.4666666666666667,0.3333333333333333,0.2,0.32,0.10666666666666667,66,0.4615384615384615,0.31578947368421056,0.608695652173913,0.47619047619047616,0.28571428571428575,0.42958566986026936,0.11740691979071846,45,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,lbfgs -0.5909897327423096,0.05511028201859893,0.0060788154602050785,0.004125744502902105,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.625,0.8,0.875,0.8333333333333334,0.4,0.7066666666666667,0.17538845774768394,4,0.3333333333333333,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.13333333333333333,0.30666666666666664,0.10832051206181281,87,0.43478260869565216,0.4,0.608695652173913,0.47619047619047616,0.2,0.42393374741200834,0.13244211750058377,64,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,sgd -0.36838932037353517,0.01719886746067122,0.007800054550170898,0.004975667095029138,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.75,0.875,0.8333333333333334,0.5,0.6916666666666667,0.16158932858054434,19,0.4,0.2,0.4666666666666667,0.3333333333333333,0.2,0.32,0.10666666666666667,66,0.4444444444444445,0.31578947368421056,0.608695652173913,0.47619047619047616,0.28571428571428575,0.42616686644146595,0.11667329195300206,60,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,adam -0.0701253890991211,0.0032590727951749185,0.005662059783935547,0.004038618266711609,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5454545454545454,0.75,0.875,0.8333333333333334,0.5,0.7007575757575758,0.15151515151515152,5,0.4,0.2,0.4666666666666667,0.3333333333333333,0.2,0.32,0.10666666666666667,66,0.4615384615384615,0.31578947368421056,0.608695652173913,0.47619047619047616,0.28571428571428575,0.42958566986026936,0.11740691979071846,45,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,lbfgs -0.49110898971557615,0.06250866309799646,0.0038901805877685548,8.438301450728026e-05,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.6666666666666666,0.8333333333333334,0.8333333333333334,0.5,0.6666666666666667,0.14907119849998599,25,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.2,0.29333333333333333,0.05333333333333332,89,0.4,0.3809523809523809,0.47619047619047616,0.47619047619047616,0.28571428571428575,0.4038095238095238,0.0706561409180625,71,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,sgd -0.23103733062744142,0.039108076548500764,0.006336069107055664,0.003986005589488561,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.75,0.875,0.8333333333333334,0.5,0.6916666666666667,0.16158932858054434,19,0.4,0.2,0.4666666666666667,0.3333333333333333,0.2,0.32,0.10666666666666667,66,0.4444444444444445,0.31578947368421056,0.608695652173913,0.47619047619047616,0.28571428571428575,0.42616686644146595,0.11667329195300206,60,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,adam -0.08447442054748536,0.014965885387194046,0.004018354415893555,0.0002502837981951908,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5454545454545454,0.75,0.875,0.8333333333333334,0.5,0.7007575757575758,0.15151515151515152,5,0.4,0.2,0.4666666666666667,0.3333333333333333,0.2,0.32,0.10666666666666667,66,0.4615384615384615,0.31578947368421056,0.608695652173913,0.47619047619047616,0.28571428571428575,0.42958566986026936,0.11740691979071846,45,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,lbfgs -1.8895361423492432,0.8780177558561055,0.011079835891723632,0.0057998291968588255,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.21153846153846154,0.35,0.3181818181818182,0.2727272727272727,0.2,0.2704895104895105,0.05838746268939582,91,0.7333333333333333,0.4666666666666667,0.4666666666666667,0.2,0.5333333333333333,0.48,0.17074997966487596,18,0.32835820895522383,0.4,0.3783783783783784,0.23076923076923075,0.2909090909090909,0.32568298180238486,0.060868422810924645,87,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,sgd -0.23602185249328614,0.026668511760804522,0.010240125656127929,0.005141868378645535,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.75,0.875,0.8333333333333334,0.5,0.7116666666666667,0.14157840387730203,3,0.4,0.2,0.4666666666666667,0.3333333333333333,0.2,0.32,0.10666666666666667,66,0.48,0.31578947368421056,0.608695652173913,0.47619047619047616,0.28571428571428575,0.43327797755257713,0.11863758441628472,44,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,adam -0.07413735389709472,0.006680517847690036,0.011895465850830077,0.0041362237775251255,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5454545454545454,0.75,0.875,0.8333333333333334,0.5,0.7007575757575758,0.15151515151515152,5,0.4,0.2,0.4666666666666667,0.3333333333333333,0.2,0.32,0.10666666666666667,66,0.4615384615384615,0.31578947368421056,0.608695652173913,0.47619047619047616,0.28571428571428575,0.42958566986026936,0.11740691979071846,45,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,lbfgs -0.7695655822753906,0.09189529916154598,0.006026792526245117,0.0039176225638290485,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.8,0.875,0.8333333333333334,0.5,0.7350000000000001,0.1366666666666667,1,0.4,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.2,0.3333333333333333,0.09428090415820635,64,0.5,0.4,0.608695652173913,0.47619047619047616,0.28571428571428575,0.45412008281573496,0.10749434549622806,37,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,sgd -0.23179173469543457,0.021284145817554986,0.009884452819824219,0.005032863606950031,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5454545454545454,0.75,0.875,0.8333333333333334,0.5,0.7007575757575758,0.15151515151515152,5,0.4,0.2,0.4666666666666667,0.3333333333333333,0.2,0.32,0.10666666666666667,66,0.4615384615384615,0.31578947368421056,0.608695652173913,0.47619047619047616,0.28571428571428575,0.42958566986026936,0.11740691979071846,45,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,adam -0.14235076904296876,0.031347812410864526,0.008322668075561524,0.005480247646926725,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42857142857142855,0.45454545454545453,0.4583333333333333,0.5714285714285714,0.42857142857142855,0.4682900432900433,0.053067395809165904,67,0.4,0.6666666666666666,0.7333333333333333,0.5333333333333333,0.4,0.5466666666666666,0.13597385369580756,7,0.4137931034482759,0.5405405405405405,0.5641025641025641,0.5517241379310344,0.4137931034482759,0.4967906898941381,0.0681759785642019,3,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,lbfgs -0.92417893409729,0.20658256357127477,0.00749502182006836,0.007112731162699808,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,sgd -0.8585564136505127,0.13561774292634482,0.006476831436157226,0.005678793025536259,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.7142857142857143,0.6666666666666666,0.0,0.0,0.5,0.3761904761904762,0.3152941972808923,87,0.3333333333333333,0.26666666666666666,0.0,0.0,0.13333333333333333,0.14666666666666667,0.13597385369580758,99,0.4545454545454545,0.3809523809523809,0.0,0.0,0.2105263157894737,0.20920483025746178,0.18826805965210558,92,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,adam -0.13819684982299804,0.035954567965986374,0.008181524276733399,0.005405319210035589,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.16666666666666666,0.375,0.55,0.625,0.46153846153846156,0.4356410256410257,0.15851183750701017,80,0.2,0.2,0.7333333333333333,0.6666666666666666,0.4,0.43999999999999995,0.22548712700383683,30,0.1818181818181818,0.26086956521739135,0.6285714285714286,0.6451612903225806,0.42857142857142855,0.42899837890020215,0.18757469793986173,57,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,lbfgs -0.17078886032104493,0.1575522843861331,0.004648017883300781,0.0016928740819803258,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.10067114093959731,0.0,0.020134228187919462,0.040268456375838924,104,0.0,0.0,0.0,1.0,0.0,0.2,0.4,98,0.0,0.0,0.0,0.18292682926829268,0.0,0.036585365853658534,0.07317073170731707,104,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,sgd -0.8832003116607666,0.15977825608485927,0.008202457427978515,0.005403941015020727,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.0,0.0,0.0,0.0,0.1,0.20000000000000004,100,0.4,0.0,0.0,0.0,0.0,0.08,0.16,100,0.4444444444444445,0.0,0.0,0.0,0.0,0.08888888888888889,0.17777777777777778,101,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,adam -0.24297361373901366,0.08433837085969806,0.013496637344360352,0.005011830347477152,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.18181818181818182,0.46153846153846156,0.36,0.5,0.4166666666666667,0.384004662004662,0.11134523934456914,86,0.13333333333333333,0.4,0.6,0.5333333333333333,0.3333333333333333,0.39999999999999997,0.1632993161855452,46,0.15384615384615383,0.42857142857142855,0.45,0.5161290322580646,0.3703703703703704,0.38378339700920344,0.1240620961690731,77,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,lbfgs -1.051686954498291,0.12539300290338157,0.008609676361083984,0.005498482763880867,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,sgd -0.9943538665771484,0.21203757819740088,0.010731983184814452,0.005700422903221929,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.46153846153846156,0.0,0.0,0.0,0.0,0.09230769230769231,0.18461538461538463,101,0.4,0.0,0.0,0.0,0.0,0.08,0.16,100,0.42857142857142855,0.0,0.0,0.0,0.0,0.08571428571428572,0.17142857142857143,102,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,adam -0.13616509437561036,0.009346750129482112,0.010464715957641601,0.004639766960008106,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42857142857142855,0.6,0.4444444444444444,0.6,0.4375,0.5021031746031746,0.08009069091018725,58,0.4,0.4,0.5333333333333333,0.6,0.4666666666666667,0.4800000000000001,0.07774602526460399,15,0.4137931034482759,0.48,0.4848484848484848,0.6,0.45161290322580644,0.4860508983045134,0.0623371821117161,8,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,lbfgs -1.6102328300476074,0.1024790592553938,0.00620737075805664,0.004213447787260402,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,1.0,0.0,1.0,1.0,0.7333333333333333,0.38873012632302,2,0.13333333333333333,0.13333333333333333,0.0,0.06666666666666667,0.06666666666666667,0.07999999999999999,0.049888765156985884,102,0.2222222222222222,0.23529411764705882,0.0,0.125,0.125,0.1415032679738562,0.08471146747906787,97,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,sgd -0.716019868850708,0.0917653274342797,0.014317655563354492,0.005530843011194747,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.625,0.875,0.6666666666666666,0.5,0.6333333333333333,0.1379412113103904,33,0.4666666666666667,0.3333333333333333,0.4666666666666667,0.4,0.2,0.3733333333333333,0.09977753031397177,55,0.4827586206896552,0.43478260869565216,0.608695652173913,0.5,0.28571428571428575,0.46239023345470115,0.10508207529313385,28,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,adam -0.14256644248962402,0.00804081957595876,0.010858917236328125,0.005674320656760721,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4166666666666667,0.5,0.47368421052631576,0.5333333333333333,0.3333333333333333,0.4514035087719298,0.07031039654355122,73,0.3333333333333333,0.4666666666666667,0.6,0.5333333333333333,0.3333333333333333,0.4533333333333333,0.10666666666666667,26,0.3703703703703704,0.4827586206896552,0.5294117647058824,0.5333333333333333,0.3333333333333333,0.44984148448651495,0.08279572867951414,38,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,lbfgs -1.0443267822265625,0.33531118469942633,0.00878000259399414,0.005365588162277021,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,1.0,0.0,0.0,0.2,0.4000000000000001,95,0.0,0.0,0.13333333333333333,0.0,0.0,0.026666666666666665,0.05333333333333333,104,0.0,0.0,0.23529411764705882,0.0,0.0,0.047058823529411764,0.09411764705882353,103,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,sgd -0.7613236427307128,0.11630218308680482,0.008888149261474609,0.0059356765081258174,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.7142857142857143,0.875,0.7,0.5,0.6578571428571429,0.14279284267205883,26,0.4666666666666667,0.3333333333333333,0.4666666666666667,0.4666666666666667,0.2,0.38666666666666666,0.10666666666666667,50,0.4827586206896552,0.4545454545454545,0.608695652173913,0.56,0.28571428571428575,0.4783428026246616,0.11077122552421433,15,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,adam -0.12929763793945312,0.01120285473095609,0.009679174423217774,0.004970426206578101,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3076923076923077,0.3076923076923077,0.47619047619047616,0.5333333333333333,0.5454545454545454,0.4340725940725941,0.10580784755155172,81,0.26666666666666666,0.26666666666666666,0.6666666666666666,0.5333333333333333,0.4,0.42666666666666664,0.155492050529208,36,0.28571428571428575,0.28571428571428575,0.5555555555555556,0.5333333333333333,0.4615384615384615,0.4243711843711844,0.1174009938048367,63,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,lbfgs -1.8106751441955566,0.19910704203793114,0.006639814376831055,0.005498124953403791,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5,1.0,0.0,1.0,1.0,0.7,0.4,17,0.06666666666666667,0.13333333333333333,0.0,0.06666666666666667,0.06666666666666667,0.06666666666666667,0.04216370213557839,103,0.11764705882352941,0.23529411764705882,0.0,0.125,0.125,0.12058823529411763,0.07449367730537612,98,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,sgd -0.7265971660614013,0.07539196872997281,0.011020278930664063,0.004044761781656256,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.7142857142857143,0.875,0.6666666666666666,0.5,0.6511904761904762,0.14144139752646806,28,0.4666666666666667,0.3333333333333333,0.4666666666666667,0.4,0.2,0.3733333333333333,0.09977753031397177,55,0.4827586206896552,0.4545454545454545,0.608695652173913,0.5,0.28571428571428575,0.4663428026246616,0.1043383518516956,26,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,adam -0.7196717739105225,0.14007305268514628,0.006371641159057617,0.0043411059480748596,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3125,0.3333333333333333,0.46153846153846156,0.5,0.375,0.39647435897435895,0.07273310933784798,84,0.3333333333333333,0.26666666666666666,0.4,0.5333333333333333,0.4,0.3866666666666666,0.08844332774281066,54,0.3225806451612903,0.2962962962962963,0.42857142857142855,0.5161290322580646,0.38709677419354843,0.39013483529612564,0.07839691217433746,74,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,lbfgs -0.5265719890594482,0.02800338437440828,0.0066702842712402345,0.004927824663015748,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,sgd -8.534487676620483,5.048897126904584,0.011137962341308594,0.006369442860579291,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.2,0.47368421052631576,0.5,0.375,0.4097368421052631,0.11452539666813845,83,0.6,0.13333333333333333,0.6,0.4,0.2,0.38666666666666666,0.1950498511777039,50,0.5454545454545454,0.16,0.5294117647058824,0.4444444444444445,0.26086956521739135,0.3880360639644527,0.1523951031596086,76,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,adam -0.8564124584197998,0.15838209846478704,0.006420707702636719,0.004294722465937919,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5833333333333334,0.5,0.5714285714285714,0.46153846153846156,0.375,0.49826007326007327,0.07633562533483015,60,0.4666666666666667,0.3333333333333333,0.5333333333333333,0.4,0.4,0.42666666666666664,0.06798692684790379,36,0.5185185185185186,0.4,0.5517241379310344,0.42857142857142855,0.38709677419354843,0.457182171842906,0.06587969208520383,32,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,lbfgs -1.1215925693511963,0.7324797432169423,0.012399864196777344,0.004183509417841326,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.1,0.0,0.0,0.10067114093959731,0.10067114093959731,0.06026845637583893,0.04920959879236679,103,1.0,0.0,0.0,1.0,1.0,0.6,0.48989794855663565,3,0.18181818181818182,0.0,0.0,0.18292682926829268,0.18292682926829268,0.10953436807095343,0.08943535322058734,99,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,sgd -2.1884334087371826,0.2572218998514058,0.009734058380126953,0.004647847257623546,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.47368421052631576,0.5,0.8181818181818182,0.7,0.375,0.5733732057416268,0.16164099331116188,44,0.6,0.26666666666666666,0.6,0.4666666666666667,0.2,0.42666666666666675,0.1665332799572906,32,0.5294117647058824,0.3478260869565218,0.6923076923076923,0.56,0.26086956521739135,0.4780830218374977,0.1545223578743411,16,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,adam -0.7232744216918945,0.0834468325662087,0.006190252304077148,0.004198204979928511,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3333333333333333,0.45454545454545453,0.4444444444444444,0.45454545454545453,0.2857142857142857,0.3945165945165945,0.07110703498371868,85,0.26666666666666666,0.3333333333333333,0.5333333333333333,0.3333333333333333,0.13333333333333333,0.31999999999999995,0.12927146286443544,83,0.2962962962962963,0.3846153846153846,0.4848484848484848,0.3846153846153846,0.18181818181818182,0.34643874643874645,0.10167237844554801,84,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,lbfgs -0.8075300216674804,0.02081815610884913,0.008045482635498046,0.005111082458527184,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,sgd -4.492702436447144,4.714184886039558,0.010627985000610352,0.0055146700139123775,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.47368421052631576,0.5,0.4444444444444444,0.6666666666666666,0.3333333333333333,0.483625730994152,0.10769764403819229,63,0.6,0.26666666666666666,0.5333333333333333,0.4,0.2,0.39999999999999997,0.15202339001321838,46,0.5294117647058824,0.3478260869565218,0.4848484848484848,0.5,0.25,0.4224172673021778,0.10644822033379064,66,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,adam -0.11192526817321777,0.012994246444632556,0.008191871643066406,0.005533300595673774,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3333333333333333,0.4117647058823529,0.5294117647058824,0.7777777777777778,0.4375,0.49795751633986923,0.153280254396038,61,0.3333333333333333,0.4666666666666667,0.6,0.4666666666666667,0.4666666666666667,0.4666666666666667,0.08432740427115679,22,0.3333333333333333,0.43749999999999994,0.5625,0.5833333333333334,0.45161290322580644,0.4736559139784946,0.09100107583420654,20,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,lbfgs -0.7251862525939942,0.11918285628878464,0.013022708892822265,0.006067748003060263,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.4166666666666667,0.8,0.8,0.6666666666666666,0.5,0.6366666666666666,0.1557776192739723,30,0.3333333333333333,0.26666666666666666,0.5333333333333333,0.4,0.2,0.3466666666666666,0.11469767022723501,63,0.3703703703703704,0.4,0.64,0.5,0.28571428571428575,0.4392169312169312,0.12153131363678857,41,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,sgd -0.9566122055053711,0.05578123570847336,0.013654994964599609,0.004390970875954157,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.4444444444444444,0.8,0.7272727272727273,0.5,0.5943434343434344,0.1415880604404908,41,0.6,0.26666666666666666,0.5333333333333333,0.5333333333333333,0.26666666666666666,0.43999999999999995,0.1436043948569201,30,0.5454545454545454,0.33333333333333337,0.64,0.6153846153846153,0.3478260869565218,0.4963997162258032,0.1310340356872237,4,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,adam -0.15649151802062988,0.053105841859458366,0.0038726806640625,0.000602320559160748,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35714285714285715,0.35294117647058826,0.5,0.5294117647058824,0.6363636363636364,0.4751718869365928,0.10808550141174567,64,0.3333333333333333,0.4,0.5333333333333333,0.6,0.4666666666666667,0.4666666666666667,0.09428090415820632,22,0.3448275862068965,0.37500000000000006,0.5161290322580646,0.5625,0.5384615384615385,0.46738363138530004,0.08947628302152281,24,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,lbfgs -0.1369178295135498,0.07997475813659055,0.01062150001525879,0.00581776168905867,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.45454545454545453,0.047244094488188976,0.6,0.0,0.04081632653061224,0.22852117511285117,0.24875687321101475,93,0.6666666666666666,0.4,0.2,0.0,0.13333333333333333,0.27999999999999997,0.23247461032216923,90,0.5405405405405405,0.08450704225352111,0.3,0.0,0.0625,0.19750951655881233,0.1990887844665386,93,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,sgd -0.8608802318572998,0.13828557776536024,0.005685138702392578,0.004296560476622001,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.4666666666666667,0.4444444444444444,0.8181818181818182,0.7,0.5,0.5858585858585859,0.14736262515136217,43,0.4666666666666667,0.26666666666666666,0.6,0.4666666666666667,0.3333333333333333,0.42666666666666675,0.11623730516108463,32,0.4666666666666667,0.33333333333333337,0.6923076923076923,0.56,0.4,0.49046153846153845,0.12571095908232932,7,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,adam -0.09568476676940918,0.03475676641639106,0.01175994873046875,0.004054227380364448,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.375,0.4,0.5,0.5555555555555556,0.4,0.4461111111111111,0.06955768544839795,76,0.4,0.4,0.6666666666666666,0.6666666666666666,0.26666666666666666,0.48,0.15999999999999998,18,0.38709677419354843,0.4000000000000001,0.5714285714285715,0.606060606060606,0.32,0.45691719033654515,0.1115503374529049,33,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,lbfgs -0.793989610671997,0.024465490068353322,0.006203079223632812,0.0044059012807261,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.46153846153846156,0.5384615384615384,0.9,0.7142857142857143,0.42857142857142855,0.6085714285714285,0.17609100632043537,38,0.4,0.4666666666666667,0.6,0.3333333333333333,0.2,0.4,0.13333333333333333,45,0.42857142857142855,0.5,0.7200000000000001,0.4545454545454545,0.27272727272727276,0.47516883116883124,0.1443177843186205,18,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,sgd -0.9935649871826172,0.05951798822623519,0.008897972106933594,0.005979763870519712,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.4666666666666667,0.625,0.8,0.5454545454545454,0.42857142857142855,0.5731385281385282,0.1320288196861319,45,0.4666666666666667,0.3333333333333333,0.5333333333333333,0.4,0.2,0.38666666666666666,0.11469767022723501,50,0.4666666666666667,0.43478260869565216,0.64,0.4615384615384615,0.27272727272727276,0.4551430019256107,0.11664977527731336,36,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,adam -0.10705575942993165,0.00395978000674255,0.004023122787475586,0.0003508856505647895,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5714285714285714,0.47058823529411764,0.45,0.5714285714285714,0.5625,0.5251890756302521,0.053484457331517236,53,0.5333333333333333,0.5333333333333333,0.6,0.5333333333333333,0.6,0.5599999999999999,0.03265986323710903,6,0.5517241379310344,0.5,0.5142857142857143,0.5517241379310344,0.5806451612903225,0.539675830287621,0.02894007262102832,1,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,lbfgs -0.838200855255127,0.1705814456878993,0.009906387329101563,0.004380530780830805,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.45454545454545453,0.625,0.9,0.7,0.5,0.635909090909091,0.15832543114976927,32,0.3333333333333333,0.3333333333333333,0.6,0.4666666666666667,0.2,0.38666666666666666,0.13597385369580758,50,0.3846153846153846,0.43478260869565216,0.7200000000000001,0.56,0.28571428571428575,0.47702245580506447,0.15023012165127725,17,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,sgd -5.722581195831299,0.487195124426638,0.015816593170166017,0.005703015896621829,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6363636363636364,0.5,0.47058823529411764,0.5,0.5,0.5213903743315508,0.05860435590501597,54,0.4666666666666667,0.3333333333333333,0.5333333333333333,0.4666666666666667,0.3333333333333333,0.42666666666666675,0.08,32,0.5384615384615385,0.4,0.5,0.4827586206896552,0.4,0.46424403183023877,0.055469106361229016,27,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,adam -0.14636926651000975,0.015816692355313328,0.018987560272216798,0.008660405267445652,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.38095238095238093,0.4375,0.5,0.5454545454545454,0.4,0.45278138528138523,0.06163880826826792,71,0.5333333333333333,0.4666666666666667,0.8,0.4,0.4,0.52,0.1484737163421339,10,0.4444444444444444,0.45161290322580644,0.6153846153846154,0.4615384615384615,0.4000000000000001,0.47459608491866556,0.0734763033750438,19,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,lbfgs -0.4784828186035156,0.3489467275664219,0.01033482551574707,0.006538131076066311,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.35714285714285715,0.2903225806451613,0.04310344827586207,0.26,0.14018691588785046,0.21815116039034618,0.11224870242615179,94,0.3333333333333333,0.6,0.3333333333333333,0.8666666666666667,1.0,0.6266666666666667,0.27194770739161517,1,0.3448275862068965,0.3913043478260869,0.07633587786259542,0.4,0.2459016393442623,0.29167389024796825,0.1207904367540771,89,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,sgd -5.154921531677246,0.2319666581939626,0.010669326782226563,0.0077563456851760205,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5555555555555556,0.5384615384615384,0.4117647058823529,0.7,0.5,0.5411563599798894,0.09368238573816456,49,0.3333333333333333,0.4666666666666667,0.4666666666666667,0.4666666666666667,0.4,0.42666666666666664,0.05333333333333334,36,0.4166666666666667,0.5,0.43749999999999994,0.56,0.4444444444444445,0.47172222222222226,0.052036430733254486,21,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,adam -0.08572025299072265,0.0076516164321896426,0.00969867706298828,0.0050637140640703215,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.3333333333333333,0.36666666666666664,0.6470588235294118,0.5,0.46941176470588236,0.11180666567013679,66,0.3333333333333333,0.3333333333333333,0.7333333333333333,0.7333333333333333,0.4666666666666667,0.52,0.18086213288334047,10,0.4,0.3333333333333333,0.4888888888888889,0.6875,0.4827586206896552,0.47849616858237554,0.11919956031817931,14,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,lbfgs -1.0603752136230469,0.12643311467810722,0.008008861541748047,0.005365288701078192,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.5555555555555556,0.8571428571428571,0.6666666666666666,0.4,0.5958730158730158,0.15649731120763044,40,0.4666666666666667,0.3333333333333333,0.4,0.4,0.13333333333333333,0.3466666666666667,0.11469767022723504,62,0.4827586206896552,0.4166666666666667,0.5454545454545455,0.5,0.2,0.42897596656217346,0.1217257233936685,58,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,sgd -4.729928970336914,0.3983516102625062,0.009027051925659179,0.0044566247870824185,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.45454545454545453,0.5,0.5,0.5833333333333334,0.5,0.5075757575757576,0.041769844703303714,57,0.3333333333333333,0.4666666666666667,0.5333333333333333,0.4666666666666667,0.3333333333333333,0.42666666666666675,0.08,32,0.3846153846153846,0.4827586206896552,0.5161290322580646,0.5185185185185186,0.4,0.4604043112163246,0.057227376292143306,30,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,adam -0.36417436599731445,0.04633541961051836,0.008626317977905274,0.005010666846391781,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.38461538461538464,0.3333333333333333,0.4117647058823529,0.5,0.45454545454545453,0.41685177567530507,0.057227325700213334,82,0.3333333333333333,0.2,0.4666666666666667,0.5333333333333333,0.3333333333333333,0.3733333333333333,0.11623730516108463,55,0.3571428571428571,0.25,0.43749999999999994,0.5161290322580646,0.3846153846153846,0.3890774548032613,0.08816928405032072,75,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,lbfgs -1.058028554916382,0.04216553065066921,0.0063569068908691405,0.003891778591606853,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.4666666666666667,0.5555555555555556,0.8888888888888888,0.7,0.5,0.6222222222222221,0.15539674432930742,35,0.4666666666666667,0.3333333333333333,0.5333333333333333,0.4666666666666667,0.2,0.4000000000000001,0.11925695879998878,44,0.4666666666666667,0.4166666666666667,0.6666666666666667,0.56,0.28571428571428575,0.4791428571428572,0.12897798156232387,13,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,sgd -5.867549991607666,0.2412504870216848,0.010205650329589843,0.0058298929598124705,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.4,0.47619047619047616,0.6,0.5,0.49523809523809526,0.0639586033919269,62,0.4,0.26666666666666666,0.6666666666666666,0.6,0.4666666666666667,0.4800000000000001,0.14236104336041747,15,0.4444444444444445,0.32,0.5555555555555556,0.6,0.4827586206896552,0.480551724137931,0.09693186008393767,11,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,adam -0.25699586868286134,0.056860225529903274,0.017097043991088866,0.009125056338834892,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3125,0.5,0.5,0.47368421052631576,0.4666666666666667,0.45057017543859645,0.0703467754852754,74,0.3333333333333333,0.4,0.6,0.6,0.4666666666666667,0.4800000000000001,0.10666666666666666,15,0.3225806451612903,0.4444444444444445,0.5454545454545454,0.5294117647058824,0.4666666666666667,0.46171161328656585,0.07909023094616378,29,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,lbfgs -3.4666611671447756,2.6135580380716235,0.010743045806884765,0.007771436285810889,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.3684210526315789,0.12612612612612611,0.10714285714285714,0.0,0.042105263157894736,0.1287590598116914,0.12806235927712778,98,0.4666666666666667,0.9333333333333333,1.0,0.0,0.26666666666666666,0.5333333333333333,0.3841296077570116,8,0.4117647058823529,0.22222222222222218,0.19354838709677416,0.0,0.07272727272727272,0.1800525175857244,0.14113013707999095,94,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,sgd -6.207726001739502,0.7916572896205581,0.005864000320434571,0.004316115720635109,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.375,0.45454545454545453,0.4117647058823529,0.5,0.5,0.4482620320855615,0.049178239518977665,75,0.2,0.3333333333333333,0.4666666666666667,0.4666666666666667,0.4666666666666667,0.3866666666666667,0.10666666666666667,48,0.26086956521739135,0.3846153846153846,0.43749999999999994,0.4827586206896552,0.4827586206896552,0.40970043824241725,0.08273777898851764,69,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,adam -0.5021732807159424,0.06556670906310284,0.005069303512573242,0.000476358922511464,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4117647058823529,0.47058823529411764,0.55,0.42105263157894735,0.375,0.44568111455108356,0.060424331903114636,77,0.4666666666666667,0.5333333333333333,0.7333333333333333,0.5333333333333333,0.4,0.5333333333333333,0.11155467020454338,8,0.43749999999999994,0.5,0.6285714285714286,0.47058823529411764,0.38709677419354843,0.48475128761181896,0.08110047644499681,9,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,lbfgs -1.8947213649749757,0.14378448638670185,0.006331300735473633,0.0040508576037320415,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5454545454545454,0.75,0.875,0.6666666666666666,0.4,0.6474242424242423,0.16388981494189817,29,0.4,0.4,0.4666666666666667,0.4,0.13333333333333333,0.36,0.11623730516108463,58,0.4615384615384615,0.5217391304347827,0.608695652173913,0.5,0.2,0.45839464882943143,0.13792142567728155,31,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,sgd -4.316840076446534,0.2726060706365377,0.007897281646728515,0.005050459767151232,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6363636363636364,0.4444444444444444,0.5,0.5,0.5714285714285714,0.5304473304473305,0.06655569432420087,51,0.4666666666666667,0.26666666666666666,0.6,0.5333333333333333,0.5333333333333333,0.48,0.11469767022723501,18,0.5384615384615385,0.33333333333333337,0.5454545454545454,0.5161290322580646,0.5517241379310344,0.4970205174877032,0.08272161624046094,2,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,adam -0.1953958511352539,0.11382022572344544,0.007863235473632813,0.005027726058151331,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.2857142857142857,0.375,0.375,0.42857142857142855,0.2857142857142857,0.35,0.056015668361993294,89,0.4,0.4,0.6,0.6,0.26666666666666666,0.4533333333333333,0.12927146286443544,26,0.3333333333333333,0.38709677419354843,0.4615384615384615,0.5,0.2758620689655172,0.39156612760617204,0.0817954703304805,73,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,lbfgs -0.6747732639312745,0.06558077300447221,0.00565185546875,0.004344946252238398,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.42857142857142855,0.6,0.8,0.7142857142857143,0.4,0.5885714285714285,0.15607428895711617,42,0.2,0.2,0.26666666666666666,0.3333333333333333,0.13333333333333333,0.22666666666666666,0.06798692684790378,96,0.27272727272727276,0.3,0.4,0.4545454545454545,0.2,0.32545454545454544,0.09098178911415855,88,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,sgd -0.8091473579406738,0.11623580717431306,0.005628728866577148,0.00445417485834184,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5384615384615384,0.5,0.6,0.5714285714285714,0.3,0.501978021978022,0.10635954860982368,59,0.4666666666666667,0.2,0.4,0.26666666666666666,0.2,0.3066666666666667,0.10832051206181281,84,0.5,0.28571428571428575,0.48,0.36363636363636365,0.24,0.37387012987012985,0.10292685555710257,81,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,adam -0.22999911308288573,0.10825550373839234,0.0035215377807617187,0.00013656066771595022,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3076923076923077,0.25,0.391304347826087,0.38461538461538464,0.4666666666666667,0.36005574136008917,0.07456505383813228,88,0.26666666666666666,0.13333333333333333,0.6,0.3333333333333333,0.4666666666666667,0.36,0.16110727964792762,58,0.28571428571428575,0.1739130434782609,0.47368421052631576,0.3571428571428571,0.4666666666666667,0.35142421270567725,0.11321576114830535,83,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,lbfgs -0.1949599266052246,0.08094351504289335,0.007635259628295898,0.0051356817502014734,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.10071942446043165,0.09655172413793103,0.06451612903225806,0.06521739130434782,0.11764705882352941,0.08893034555169961,0.020880974984912152,102,0.9333333333333333,0.9333333333333333,0.4,0.6,0.26666666666666666,0.6266666666666667,0.27194770739161517,1,0.18181818181818182,0.175,0.1111111111111111,0.11764705882352941,0.163265306122449,0.14976833157505426,0.02957078007500677,96,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,sgd -0.7618233680725097,0.16844937354436693,0.007588338851928711,0.0050630933470539275,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5454545454545454,0.625,0.75,0.6363636363636364,0.2857142857142857,0.5685064935064934,0.15571693941826367,46,0.4,0.3333333333333333,0.6,0.4666666666666667,0.13333333333333333,0.3866666666666667,0.15434449203720302,48,0.4615384615384615,0.43478260869565216,0.6666666666666665,0.5384615384615385,0.18181818181818182,0.4566534914361,0.1592700450091387,34,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,adam -0.33876285552978513,0.30736378937242925,0.005561542510986328,0.004244509845080464,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.2916666666666667,0.35714285714285715,0.38095238095238093,0.4,0.3076923076923077,0.34749084249084244,0.04164206897822421,90,0.4666666666666667,0.3333333333333333,0.5333333333333333,0.5333333333333333,0.26666666666666666,0.42666666666666664,0.1083205120618128,36,0.35897435897435903,0.3448275862068965,0.4444444444444444,0.4571428571428572,0.28571428571428575,0.37822070649656864,0.06427635582700585,80,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,lbfgs -0.7973684310913086,0.0827540212149406,0.013527154922485352,0.0017130103172159198,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.75,0.7142857142857143,0.8,0.4,0.6328571428571428,0.15502468532857758,34,0.2,0.2,0.3333333333333333,0.26666666666666666,0.13333333333333333,0.22666666666666666,0.06798692684790379,96,0.28571428571428575,0.31578947368421056,0.4545454545454545,0.4,0.2,0.3312098427887901,0.08884527584293224,86,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,sgd -0.7921505451202393,0.1556103134651558,0.005989837646484375,0.004827650111922835,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.375,0.8181818181818182,0.7142857142857143,0.3333333333333333,0.5481601731601733,0.18918974768845956,48,0.4666666666666667,0.2,0.6,0.3333333333333333,0.2,0.36,0.155492050529208,58,0.4827586206896552,0.26086956521739135,0.6923076923076923,0.4545454545454545,0.25,0.4280962665520387,0.16320432580312,59,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,adam -0.10782885551452637,0.019527260678042977,0.0034255504608154295,8.546451767987079e-05,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3684210526315789,0.38461538461538464,0.4,0.5263157894736842,0.5333333333333333,0.4425371120107962,0.07200047675463381,78,0.4666666666666667,0.3333333333333333,0.5333333333333333,0.6666666666666666,0.5333333333333333,0.5066666666666666,0.1083205120618128,13,0.4117647058823529,0.3571428571428571,0.4571428571428572,0.5882352941176471,0.5333333333333333,0.46952380952380957,0.08280453175599141,22,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,lbfgs -0.7539914131164551,0.043817568362985816,0.010212373733520509,0.005393986248816553,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.875,0.5714285714285714,0.4,0.6359523809523808,0.15418647602093738,31,0.4,0.26666666666666666,0.4666666666666667,0.26666666666666666,0.13333333333333333,0.30666666666666664,0.11623730516108463,87,0.5,0.3809523809523809,0.608695652173913,0.36363636363636365,0.2,0.4106568793525316,0.1376017119730658,68,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,sgd -3.431197929382324,0.16492881789053848,0.006023836135864258,0.004017359672450384,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.5,0.375,0.6666666666666666,0.5555555555555556,0.5194444444444445,0.09444444444444444,56,0.4666666666666667,0.3333333333333333,0.4,0.5333333333333333,0.3333333333333333,0.4133333333333334,0.07774602526460402,43,0.4827586206896552,0.4,0.38709677419354843,0.5925925925925926,0.4166666666666667,0.45582293082849257,0.07590015678846425,35,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,adam -0.1065091609954834,0.011210043060596822,0.011859130859375,0.004127448938453988,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.3076923076923077,0.3,0.6923076923076923,0.46153846153846156,0.4523076923076923,0.14427127636307913,72,0.4666666666666667,0.26666666666666666,0.4,0.6,0.4,0.42666666666666664,0.1083205120618128,36,0.4827586206896552,0.28571428571428575,0.34285714285714286,0.6428571428571429,0.42857142857142855,0.436551724137931,0.12352432601780836,42,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,lbfgs -0.30922279357910154,0.14105921350101788,0.007603311538696289,0.004731720097695472,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.02,0.27906976744186046,0.02631578947368421,0.1111111111111111,0.1,0.10729933360533117,0.09354400026434864,99,0.06666666666666667,0.8,0.13333333333333333,1.0,0.5333333333333333,0.5066666666666666,0.3641733408999377,13,0.030769230769230767,0.4137931034482758,0.04395604395604395,0.19999999999999998,0.16842105263157897,0.1713878861610259,0.13827525098842278,95,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,sgd -3.8506748199462892,0.5489749349264007,0.010053062438964843,0.004983415350403868,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.5,0.5294117647058824,0.6923076923076923,0.5714285714285714,0.5586296056884292,0.07178048192126786,47,0.4,0.4,0.6,0.6,0.26666666666666666,0.4533333333333333,0.12927146286443544,26,0.4444444444444445,0.4444444444444445,0.5625,0.6428571428571429,0.36363636363636365,0.49157647907647906,0.09871931479710346,6,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,adam -0.11169753074645997,0.013510002433189661,0.005716514587402344,0.004065405287497472,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4375,0.3125,0.47619047619047616,0.5294117647058824,0.5833333333333334,0.4677871148459384,0.09192446890991658,68,0.4666666666666667,0.3333333333333333,0.6666666666666666,0.6,0.4666666666666667,0.5066666666666667,0.11623730516108462,12,0.45161290322580644,0.3225806451612903,0.5555555555555556,0.5625,0.5185185185185186,0.4821535244922342,0.08895174022646196,10,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,lbfgs -1.0107549190521241,0.08115990153328256,0.007868528366088867,0.0051005896806286645,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.8333333333333334,0.8,0.5,0.6933333333333334,0.11813363431112903,18,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.26666666666666666,0.13333333333333333,0.2533333333333333,0.06531972647421808,94,0.3809523809523809,0.3809523809523809,0.47619047619047616,0.4,0.2105263157894737,0.36972431077694234,0.08700322116284241,82,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,sgd -3.542956256866455,0.5552031324282589,0.012175035476684571,0.008130962845332476,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.36363636363636365,0.5,0.5,0.8181818181818182,0.5,0.5363636363636364,0.15048132142951684,50,0.26666666666666666,0.4,0.6,0.6,0.26666666666666666,0.42666666666666664,0.14966629547095764,36,0.30769230769230765,0.4444444444444445,0.5454545454545454,0.6923076923076923,0.3478260869565218,0.4675450153711023,0.1392891253268826,23,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,adam -0.41951279640197753,0.16377314059840234,0.010206174850463868,0.005114043381043392,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5454545454545454,0.4,0.4,0.42857142857142855,0.5,0.4548051948051948,0.05823281623934035,70,0.4,0.4,0.5333333333333333,0.4,0.4,0.42666666666666664,0.05333333333333332,36,0.4615384615384615,0.4000000000000001,0.4571428571428572,0.4137931034482759,0.4444444444444445,0.4353837733148079,0.0243219639244503,43,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,lbfgs -1.3258982658386231,0.14180629619152402,0.011993598937988282,0.004065046126950598,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.45454545454545453,0.7142857142857143,0.8333333333333334,0.6666666666666666,0.4,0.6137662337662337,0.16257896063854035,37,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.13333333333333333,0.27999999999999997,0.077746025264604,90,0.3846153846153846,0.4545454545454545,0.47619047619047616,0.3809523809523809,0.2,0.3792607392607392,0.09718961752734939,79,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,sgd -2.7155635833740233,0.30599770113992686,0.00608367919921875,0.004415286419356349,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.4166666666666667,0.5,0.4,0.6153846153846154,0.42857142857142855,0.47212454212454213,0.07934089609954562,65,0.3333333333333333,0.3333333333333333,0.4,0.5333333333333333,0.2,0.36,0.1083205120618128,58,0.3703703703703704,0.4,0.4000000000000001,0.5714285714285715,0.27272727272727276,0.402905242905243,0.09635539941256593,72,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,adam -0.2668615341186523,0.026776210951948178,0.00383758544921875,6.632871716599218e-05,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3125,0.4166666666666667,0.4090909090909091,0.5,0.5714285714285714,0.44193722943722946,0.08787578897917632,79,0.3333333333333333,0.3333333333333333,0.6,0.5333333333333333,0.5333333333333333,0.4666666666666666,0.11155467020454342,24,0.3225806451612903,0.3703703703703704,0.4864864864864865,0.5161290322580646,0.5517241379310344,0.44945813444144916,0.08789449886355356,39,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,lbfgs -0.5709786415100098,0.4909636790709832,0.0038689136505126952,0.00010983709761746205,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.10273972602739725,1.0,0.05263157894736842,0.23107426099495312,0.3863544910920175,92,0.0,0.0,1.0,0.13333333333333333,0.2,0.26666666666666666,0.3747591819348053,93,0.0,0.0,0.18633540372670807,0.23529411764705882,0.08333333333333333,0.10099257094142004,0.09594910317346263,100,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,sgd -2.66995906829834,0.13670922372970634,0.008959770202636719,0.0062333912052015775,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.38461538461538464,0.45454545454545453,0.5294117647058824,0.6666666666666666,0.6153846153846154,0.5301247771836006,0.10276055013133649,52,0.3333333333333333,0.3333333333333333,0.6,0.5333333333333333,0.5333333333333333,0.4666666666666666,0.11155467020454342,24,0.3571428571428571,0.3846153846153846,0.5625,0.5925925925925926,0.5714285714285715,0.4936558811558812,0.1010962042141688,5,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,adam -0.4922597408294678,0.34310178246121137,0.006395959854125976,0.004974633038057171,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42857142857142855,0.35294117647058826,0.45454545454545453,0.6666666666666666,0.42857142857142855,0.46625923096511324,0.10581311375764064,69,0.4,0.4,0.6666666666666666,0.5333333333333333,0.4,0.48,0.10666666666666665,18,0.4137931034482759,0.37500000000000006,0.5405405405405405,0.5925925925925926,0.4137931034482759,0.467143868005937,0.08403279670276348,25,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,lbfgs -1.682727289199829,0.06418880724277654,0.006018543243408203,0.0034569254470320572,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.6,0.875,0.7142857142857143,0.4,0.6178571428571429,0.1655849248782593,36,0.26666666666666666,0.2,0.4666666666666667,0.3333333333333333,0.13333333333333333,0.27999999999999997,0.11469767022723502,90,0.3478260869565218,0.3,0.608695652173913,0.4545454545454545,0.2,0.3822134387351779,0.13976365066926177,78,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,sgd -1.6679500579833983,0.2208633637969778,0.0033827781677246093,0.0001596999188150607,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.4166666666666667,0.4,0.47058823529411764,0.7,0.6153846153846154,0.5205279034690798,0.11748713266637748,55,0.3333333333333333,0.4,0.5333333333333333,0.4666666666666667,0.5333333333333333,0.4533333333333333,0.07774602526460402,26,0.3703703703703704,0.4000000000000001,0.5,0.56,0.5714285714285715,0.48035978835978843,0.0819477786494301,12,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,adam -0.0014716148376464843,0.0004818291805784614,0.004225444793701172,0.0004298122805886026,{},0.42105263157894735,0.6,0.4,0.6153846153846154,0.5,0.5072874493927125,0.0886349387711283,1,0.5333333333333333,0.6,0.4,0.5333333333333333,0.3333333333333333,0.48,0.09797958971132711,1,0.47058823529411764,0.6,0.4000000000000001,0.5714285714285715,0.4,0.4884033613445379,0.0840174774423916,1,GaussianNB,,,,,,,,,,, -0.018309497833251955,0.005184262772204149,0.006697988510131836,0.002134188318810864,"{'gamma': 'scale', 'kernel': 'linear'}",0.5,0.8333333333333334,0.6666666666666666,0.75,1.0,0.75,0.16666666666666669,1,0.4,0.3333333333333333,0.26666666666666666,0.2,0.2,0.27999999999999997,0.077746025264604,1,0.4444444444444445,0.47619047619047616,0.3809523809523809,0.31578947368421056,0.33333333333333337,0.3901420217209691,0.06195654542268723,1,SVC,scale,linear,,,,,,,,, -0.006092071533203125,0.0004850514281264584,0.016898250579833983,0.0059714311678778845,"{'gamma': 'scale', 'kernel': 'poly'}",0.46153846153846156,0.5,0.5714285714285714,0.3333333333333333,1.0,0.5732600732600732,0.22694665314323373,5,0.4,0.13333333333333333,0.26666666666666666,0.06666666666666667,0.2,0.21333333333333332,0.11469767022723504,4,0.42857142857142855,0.2105263157894737,0.36363636363636365,0.1111111111111111,0.33333333333333337,0.28943571048834216,0.11385766691823782,3,SVC,scale,poly,,,,,,,,, -0.0113525390625,0.005979863200552336,0.012878513336181641,0.005309548800982397,"{'gamma': 'scale', 'kernel': 'rbf'}",0.5555555555555556,1.0,0.0,0.75,0.6666666666666666,0.5944444444444443,0.33129003368612386,3,0.3333333333333333,0.13333333333333333,0.0,0.2,0.13333333333333333,0.16,0.1083205120618128,7,0.4166666666666667,0.23529411764705882,0.0,0.31578947368421056,0.2222222222222222,0.23799449604403167,0.13774849539162998,7,SVC,scale,rbf,,,,,,,,, -0.005094003677368164,0.0002751341890821066,0.011667680740356446,0.005789990677222127,"{'gamma': 'scale', 'kernel': 'sigmoid'}",0.25,0.2857142857142857,0.125,0.4375,0.5,0.3196428571428571,0.1343920551587627,8,0.13333333333333333,0.26666666666666666,0.06666666666666667,0.4666666666666667,0.2,0.22666666666666666,0.13727506854649335,3,0.1739130434782609,0.2758620689655172,0.08695652173913045,0.45161290322580644,0.28571428571428575,0.25481176462460015,0.12235093373123729,5,SVC,scale,sigmoid,,,,,,,,, -0.015572500228881837,0.010054115723737255,0.007961320877075195,0.004731108750595729,"{'gamma': 'auto', 'kernel': 'linear'}",0.5,0.8333333333333334,0.6666666666666666,0.75,1.0,0.75,0.16666666666666669,1,0.4,0.3333333333333333,0.26666666666666666,0.2,0.2,0.27999999999999997,0.077746025264604,1,0.4444444444444445,0.47619047619047616,0.3809523809523809,0.31578947368421056,0.33333333333333337,0.3901420217209691,0.06195654542268723,1,SVC,auto,linear,,,,,,,,, -0.008648157119750977,0.005456747148757841,0.015365362167358398,0.008089005394552035,"{'gamma': 'auto', 'kernel': 'poly'}",0.46153846153846156,0.5,0.5714285714285714,0.3333333333333333,1.0,0.5732600732600732,0.22694665314323373,5,0.4,0.13333333333333333,0.26666666666666666,0.06666666666666667,0.2,0.21333333333333332,0.11469767022723504,4,0.42857142857142855,0.2105263157894737,0.36363636363636365,0.1111111111111111,0.33333333333333337,0.28943571048834216,0.11385766691823782,3,SVC,auto,poly,,,,,,,,, -0.010481643676757812,0.005740030751033719,0.013509559631347656,0.005850655087391753,"{'gamma': 'auto', 'kernel': 'rbf'}",0.5555555555555556,1.0,0.0,0.75,0.6666666666666666,0.5944444444444443,0.33129003368612386,3,0.3333333333333333,0.13333333333333333,0.0,0.2,0.13333333333333333,0.16,0.1083205120618128,7,0.4166666666666667,0.23529411764705882,0.0,0.31578947368421056,0.2222222222222222,0.23799449604403167,0.13774849539162998,7,SVC,auto,rbf,,,,,,,,, -0.004864788055419922,0.0007613187145053222,0.009911632537841797,0.0037510913893660344,"{'gamma': 'auto', 'kernel': 'sigmoid'}",0.25,0.2857142857142857,0.125,0.6666666666666666,0.42857142857142855,0.35119047619047616,0.18504151645452804,7,0.13333333333333333,0.26666666666666666,0.06666666666666667,0.26666666666666666,0.2,0.18666666666666668,0.077746025264604,6,0.1739130434782609,0.2758620689655172,0.08695652173913045,0.3809523809523809,0.27272727272727276,0.23808225757251242,0.09999613937267623,6,SVC,auto,sigmoid,,,,,,,,, -0.002049875259399414,0.00013146828508516601,0.003275489807128906,6.513455949350668e-05,"{'criterion': 'gini', 'splitter': 'best'}",0.4,0.4,0.45454545454545453,0.36363636363636365,0.3076923076923077,0.38517482517482515,0.048413431354002646,4,0.4,0.5333333333333333,0.3333333333333333,0.5333333333333333,0.26666666666666666,0.4133333333333333,0.10666666666666667,3,0.4000000000000001,0.4571428571428572,0.3846153846153846,0.43243243243243246,0.28571428571428575,0.391980991980992,0.058810810618826134,3,DecisionTreeClassifier,,,gini,best,,,,,,, -0.0009640216827392578,6.405834713665054e-05,0.0032776832580566407,3.2716241871614734e-05,"{'criterion': 'gini', 'splitter': 'random'}",0.42857142857142855,0.4,0.38461538461538464,0.35294117647058826,0.5,0.4132255979314802,0.049785466935424495,2,0.6,0.4,0.3333333333333333,0.4,0.4666666666666667,0.44000000000000006,0.09043106644167023,2,0.5,0.4000000000000001,0.3571428571428571,0.37500000000000006,0.4827586206896552,0.42298029556650246,0.057741240150715,2,DecisionTreeClassifier,,,gini,random,,,,,,, -0.002036714553833008,0.00018866998430389095,0.0031669139862060547,3.937762711302784e-05,"{'criterion': 'entropy', 'splitter': 'best'}",0.4,0.36363636363636365,0.4444444444444444,0.5333333333333333,0.6428571428571429,0.47685425685425686,0.1005207524076239,1,0.4,0.5333333333333333,0.5333333333333333,0.5333333333333333,0.6,0.52,0.06531972647421806,1,0.4000000000000001,0.43243243243243246,0.4848484848484848,0.5333333333333333,0.6206896551724138,0.4942607811573329,0.07785544991907956,1,DecisionTreeClassifier,,,entropy,best,,,,,,, -0.0009322166442871094,3.7790059284471255e-05,0.003128385543823242,3.334745588914222e-05,"{'criterion': 'entropy', 'splitter': 'random'}",0.3333333333333333,0.5384615384615384,0.5833333333333334,0.23529411764705882,0.2857142857142857,0.39522732169791,0.13950090542306331,3,0.5333333333333333,0.4666666666666667,0.4666666666666667,0.26666666666666666,0.13333333333333333,0.37333333333333335,0.14966629547095767,4,0.4102564102564102,0.5,0.5185185185185186,0.25,0.18181818181818182,0.3721186221186221,0.13443830020159825,4,DecisionTreeClassifier,,,entropy,random,,,,,,, -0.33757772445678713,0.01897366949056822,0.025371456146240236,0.005849542194025681,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'sqrt'}",0.5,0.5454545454545454,0.5,0.6666666666666666,0.7142857142857143,0.5852813852813853,0.088766758924313,8,0.3333333333333333,0.4,0.3333333333333333,0.4,0.3333333333333333,0.36,0.03265986323710906,1,0.4,0.4615384615384615,0.4,0.5,0.4545454545454545,0.4432167832167832,0.03853242038091761,4,RandomForestClassifier,,,gini,,balanced,sqrt,,,,, -0.3221549987792969,0.01918143312344742,0.029391765594482422,0.0074746903808005,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'log2'}",0.5,0.5454545454545454,0.625,0.625,0.8333333333333334,0.6257575757575757,0.11432618904824778,2,0.3333333333333333,0.4,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.3466666666666666,0.026666666666666682,5,0.4,0.4615384615384615,0.43478260869565216,0.43478260869565216,0.47619047619047616,0.4414588310240484,0.026143669584046327,5,RandomForestClassifier,,,gini,,balanced,log2,,,,, -0.30748472213745115,0.00851954354179571,0.03354620933532715,0.0037430272256708634,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.5,0.5454545454545454,0.4,0.6666666666666666,1.0,0.6224242424242423,0.20731879693578617,3,0.3333333333333333,0.4,0.13333333333333333,0.4,0.26666666666666666,0.30666666666666664,0.09977753031397177,8,0.4,0.4615384615384615,0.2,0.5,0.4210526315789474,0.3965182186234818,0.1040861004526063,8,RandomForestClassifier,,,entropy,,balanced,sqrt,,,,, -0.32231740951538085,0.012256045715832236,0.03017711639404297,0.0059547661207169,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'log2'}",0.4166666666666667,0.625,0.5714285714285714,0.6363636363636364,0.8333333333333334,0.6165584415584415,0.13375222330977005,6,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.3466666666666666,0.06531972647421809,5,0.3703703703703704,0.43478260869565216,0.36363636363636365,0.5384615384615385,0.47619047619047616,0.4366882714708802,0.06581261102085721,6,RandomForestClassifier,,,entropy,,balanced,log2,,,,, -0.41029558181762693,0.007481877532675387,0.025639820098876952,0.002473340620955603,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'sqrt'}",0.4444444444444444,0.5555555555555556,0.6666666666666666,0.7777777777777778,0.7142857142857143,0.6317460317460317,0.11852796636567918,1,0.26666666666666666,0.3333333333333333,0.4,0.4666666666666667,0.3333333333333333,0.36,0.0679869268479038,1,0.33333333333333337,0.4166666666666667,0.5,0.5833333333333334,0.4545454545454545,0.45757575757575764,0.08334710629984889,1,RandomForestClassifier,,,gini,,balanced_subsample,sqrt,,,,, -0.4187131881713867,0.0036080554572634066,0.030234813690185547,0.005443525124070691,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'log2'}",0.5555555555555556,0.5,0.625,0.625,0.8,0.6211111111111111,0.10099199332644834,4,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.31999999999999995,0.02666666666666666,7,0.4166666666666667,0.4,0.43478260869565216,0.43478260869565216,0.4,0.4172463768115942,0.01555795582645754,7,RandomForestClassifier,,,gini,,balanced_subsample,log2,,,,, -0.4314014434814453,0.012822937378625873,0.020694971084594727,0.0032452137062421215,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.45454545454545453,0.6363636363636364,0.5714285714285714,0.6,0.8333333333333334,0.6191341991341991,0.12321487080340263,5,0.3333333333333333,0.4666666666666667,0.26666666666666666,0.4,0.3333333333333333,0.36,0.0679869268479038,1,0.3846153846153846,0.5384615384615385,0.36363636363636365,0.48,0.47619047619047616,0.4485807525807526,0.06501559678850215,2,RandomForestClassifier,,,entropy,,balanced_subsample,sqrt,,,,, -0.291871452331543,0.05967246182722722,0.012990665435791016,0.0007049326349626734,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'log2'}",0.5,0.6363636363636364,0.5,0.6,0.8333333333333334,0.613939393939394,0.12230717475033358,7,0.3333333333333333,0.4666666666666667,0.26666666666666666,0.4,0.3333333333333333,0.36,0.0679869268479038,1,0.4,0.5384615384615385,0.3478260869565218,0.48,0.47619047619047616,0.4484956203217073,0.06684246785629643,3,RandomForestClassifier,,,entropy,,balanced_subsample,log2,,,,, -0.009495830535888672,0.001136262773307044,0.0031461715698242188,8.76226391904034e-05,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5833333333333334,0.7142857142857143,0.5,1.0,0.8,0.7195238095238095,0.1743039282702224,4,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.31999999999999995,0.07774602526460402,66,0.5185185185185186,0.4545454545454545,0.3478260869565218,0.4210526315789474,0.4,0.4283885383198885,0.056846514057351166,39,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,lbfgs -0.3824436187744141,0.023913792408615908,0.0053425788879394535,0.004057398137162649,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5384615384615384,0.5714285714285714,0.4444444444444444,0.8,0.6,0.5908669108669109,0.11694765757189475,43,0.4666666666666667,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.2,0.29333333333333333,0.09043106644167025,91,0.5,0.36363636363636365,0.33333333333333337,0.4,0.3,0.37939393939393945,0.0687658488285108,79,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,sgd -0.3918896675109863,0.03788601614944973,0.011879777908325196,0.004391120376605407,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5833333333333334,0.75,0.5,1.0,0.8333333333333334,0.7333333333333334,0.17795130420052185,2,0.4666666666666667,0.4,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.3466666666666666,0.07774602526460402,60,0.5185185185185186,0.5217391304347827,0.3478260869565218,0.4210526315789474,0.47619047619047616,0.4570653687358493,0.0656583471111603,23,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,adam -0.012900495529174804,0.004216008428164379,0.0036353111267089845,0.0009432253211349562,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5833333333333334,0.7142857142857143,0.5,1.0,0.8,0.7195238095238095,0.1743039282702224,4,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.31999999999999995,0.07774602526460402,66,0.5185185185185186,0.4545454545454545,0.3478260869565218,0.4210526315789474,0.4,0.4283885383198885,0.056846514057351166,39,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,lbfgs -0.3256392478942871,0.19801453478310874,0.01162419319152832,0.0040689846417360735,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.11450381679389313,0.11538461538461539,0.12857142857142856,0.10135135135135136,0.4090909090909091,0.1737804242384395,0.11797002572843196,95,1.0,0.8,0.6,1.0,0.6,0.8,0.1788854381999832,1,0.2054794520547945,0.20168067226890757,0.21176470588235294,0.18404907975460125,0.4864864864864865,0.25789207928942853,0.11466711118047233,88,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,sgd -0.42179222106933595,0.07581516933457304,0.009622812271118164,0.005028613883450646,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5454545454545454,0.75,0.5,0.8,0.8333333333333334,0.6857575757575758,0.13649017697763674,20,0.4,0.4,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.059628479399994404,63,0.4615384615384615,0.5217391304347827,0.3478260869565218,0.4,0.47619047619047616,0.4414588310240484,0.06089389237441581,30,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,adam -0.021919393539428712,0.0015145611395025055,0.009019088745117188,0.004646705497695048,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5833333333333334,0.7142857142857143,0.5,1.0,0.8,0.7195238095238095,0.1743039282702224,4,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.31999999999999995,0.07774602526460402,66,0.5185185185185186,0.4545454545454545,0.3478260869565218,0.4210526315789474,0.4,0.4283885383198885,0.056846514057351166,39,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,lbfgs -0.4998586177825928,0.056870273014740375,0.007678508758544922,0.004904417530436711,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5384615384615384,0.8571428571428571,0.4444444444444444,0.8,0.6,0.6480097680097681,0.1565773118753489,28,0.4666666666666667,0.4,0.26666666666666666,0.26666666666666666,0.2,0.31999999999999995,0.09797958971132713,66,0.5,0.5454545454545455,0.33333333333333337,0.4,0.3,0.4157575757575757,0.09419125571840964,57,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,sgd -0.36972737312316895,0.04914356184910872,0.005494213104248047,0.004062847746719546,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5454545454545454,0.7777777777777778,0.5714285714285714,0.8,0.75,0.688932178932179,0.10802944891617472,19,0.4,0.4666666666666667,0.26666666666666666,0.26666666666666666,0.2,0.31999999999999995,0.09797958971132713,66,0.4615384615384615,0.5833333333333334,0.36363636363636365,0.4,0.31578947368421056,0.4248595264384738,0.09243575052746095,50,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,adam -0.030310535430908205,0.00571851504703249,0.007444143295288086,0.005034613708162489,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5833333333333334,0.7142857142857143,0.5,1.0,0.8,0.7195238095238095,0.1743039282702224,4,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.31999999999999995,0.07774602526460402,66,0.5185185185185186,0.4545454545454545,0.3478260869565218,0.4210526315789474,0.4,0.4283885383198885,0.056846514057351166,39,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,lbfgs -0.43996171951293944,0.04305836094979507,0.009731864929199219,0.004951447309443638,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6,0.7777777777777778,0.5714285714285714,1.0,0.6,0.7098412698412699,0.16253968253968254,14,0.4,0.4666666666666667,0.26666666666666666,0.26666666666666666,0.2,0.31999999999999995,0.09797958971132713,66,0.48,0.5833333333333334,0.36363636363636365,0.4210526315789474,0.3,0.4296044657097289,0.09735965951799978,37,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,sgd -0.30751652717590333,0.03651092371975962,0.009719467163085938,0.0049940754334788645,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5833333333333334,0.7142857142857143,0.5,1.0,0.8,0.7195238095238095,0.1743039282702224,4,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.31999999999999995,0.07774602526460402,66,0.5185185185185186,0.4545454545454545,0.3478260869565218,0.4210526315789474,0.4,0.4283885383198885,0.056846514057351166,39,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,adam -0.03151016235351563,0.005222308947872108,0.005591535568237304,0.0040540678241450705,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5833333333333334,0.7142857142857143,0.5,1.0,0.8,0.7195238095238095,0.1743039282702224,4,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.31999999999999995,0.07774602526460402,66,0.5185185185185186,0.4545454545454545,0.3478260869565218,0.4210526315789474,0.4,0.4283885383198885,0.056846514057351166,39,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,lbfgs -0.4291249752044678,0.1258868956654522,0.00369110107421875,7.339027330505034e-05,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.14457831325301204,0.14925373134328357,0.1276595744680851,0.061224489795918366,0.15384615384615385,0.1273124525412906,0.034209081484263285,100,0.8,0.6666666666666666,0.8,0.2,0.6666666666666666,0.6266666666666667,0.22150996967781533,4,0.24489795918367346,0.24390243902439024,0.2201834862385321,0.09375,0.25,0.21054677688931916,0.059301794229390296,92,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,sgd -0.31622681617736814,0.07009067011206752,0.009811639785766602,0.004964008430273084,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5833333333333334,0.75,0.5,0.8,0.8333333333333334,0.6933333333333335,0.1293573860795484,18,0.4666666666666667,0.4,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.3466666666666666,0.07774602526460402,60,0.5185185185185186,0.5217391304347827,0.3478260869565218,0.4,0.47619047619047616,0.4528548424200599,0.06844850493472392,26,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,adam -0.030862045288085938,0.006168640312469501,0.007761907577514648,0.004960904445143396,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5833333333333334,0.7142857142857143,0.5,1.0,0.8,0.7195238095238095,0.1743039282702224,4,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.31999999999999995,0.07774602526460402,66,0.5185185185185186,0.4545454545454545,0.3478260869565218,0.4210526315789474,0.4,0.4283885383198885,0.056846514057351166,39,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,lbfgs -0.602748966217041,0.05098947309883979,0.003814411163330078,0.00010682593401700317,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.7142857142857143,0.5714285714285714,1.0,0.75,0.7071428571428571,0.17261494247992246,15,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.2,0.30666666666666664,0.09043106644167023,84,0.4827586206896552,0.4545454545454545,0.36363636363636365,0.4210526315789474,0.31578947368421056,0.40755650882692623,0.06065580247616106,65,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,sgd -0.3320175647735596,0.031092775963038565,0.014071416854858399,0.0003064950129990297,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5454545454545454,0.7142857142857143,0.5,0.8,0.8,0.671948051948052,0.1266126535586142,23,0.4,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.30666666666666664,0.053333333333333344,84,0.4615384615384615,0.4545454545454545,0.3478260869565218,0.4,0.4,0.4127820006080875,0.04163510145210077,60,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,adam -0.06614623069763184,0.011694254056849146,0.005762529373168945,0.0040990831070839085,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5833333333333334,0.7142857142857143,0.5,1.0,0.8,0.7195238095238095,0.1743039282702224,4,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.31999999999999995,0.07774602526460402,66,0.5185185185185186,0.4545454545454545,0.3478260869565218,0.4210526315789474,0.4,0.4283885383198885,0.056846514057351166,39,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,lbfgs -0.5285568237304688,0.09569505144600267,0.010559749603271485,0.005553307282751383,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6,0.75,0.5,1.0,0.75,0.72,0.16911534525287764,3,0.4,0.4,0.26666666666666666,0.26666666666666666,0.2,0.30666666666666664,0.08,84,0.48,0.5217391304347827,0.3478260869565218,0.4210526315789474,0.31578947368421056,0.41728146453089243,0.07743889725248435,56,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,sgd -0.25592970848083496,0.049208234431812575,0.005926847457885742,0.004085149340551088,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5454545454545454,0.7142857142857143,0.5,0.8,0.8,0.671948051948052,0.1266126535586142,23,0.4,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.30666666666666664,0.053333333333333344,84,0.4615384615384615,0.4545454545454545,0.3478260869565218,0.4,0.4,0.4127820006080875,0.04163510145210077,60,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,adam -0.07956624031066895,0.004064282252185304,0.008735942840576171,0.0058492179749463115,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5833333333333334,0.7142857142857143,0.5,1.0,0.8,0.7195238095238095,0.1743039282702224,4,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.31999999999999995,0.07774602526460402,66,0.5185185185185186,0.4545454545454545,0.3478260869565218,0.4210526315789474,0.4,0.4283885383198885,0.056846514057351166,39,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,lbfgs -1.404441738128662,0.6391023764531487,0.008654499053955078,0.006222098199482101,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0967741935483871,0.3076923076923077,0.14285714285714285,0.15384615384615385,0.4444444444444444,0.2291228484776872,0.12896594030472064,94,0.4,0.5333333333333333,0.06666666666666667,0.26666666666666666,0.26666666666666666,0.30666666666666664,0.15549205052920803,84,0.15584415584415584,0.3902439024390244,0.09090909090909091,0.1951219512195122,0.33333333333333337,0.23309048674902338,0.11168704401663729,91,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,sgd -0.26196680068969724,0.060477331205441194,0.012542104721069336,0.00414649368841094,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5833333333333334,0.7142857142857143,0.5,0.8,0.8,0.6795238095238096,0.11976545483709233,22,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.31999999999999995,0.07774602526460402,66,0.5185185185185186,0.4545454545454545,0.3478260869565218,0.4,0.4,0.424178012004099,0.058001865010206925,51,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,adam -0.07203044891357421,0.009352855408275719,0.008364534378051758,0.005362990290214641,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5833333333333334,0.7142857142857143,0.5,1.0,0.8,0.7195238095238095,0.1743039282702224,4,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.31999999999999995,0.07774602526460402,66,0.5185185185185186,0.4545454545454545,0.3478260869565218,0.4210526315789474,0.4,0.4283885383198885,0.056846514057351166,39,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,lbfgs -0.7822707653045654,0.11227438066826533,0.009006690979003907,0.006411128970271887,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5384615384615384,0.75,0.4444444444444444,1.0,0.75,0.6965811965811965,0.19305174200065617,17,0.4666666666666667,0.4,0.26666666666666666,0.26666666666666666,0.2,0.31999999999999995,0.09797958971132713,66,0.5,0.5217391304347827,0.33333333333333337,0.4210526315789474,0.31578947368421056,0.4183829138062548,0.08379717031284728,55,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,sgd -0.27512569427490235,0.026577286638350975,0.008496999740600586,0.0055693675039560795,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5454545454545454,0.7142857142857143,0.4444444444444444,0.8,0.8,0.6608369408369409,0.1426382102478691,25,0.4,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.30666666666666664,0.053333333333333344,84,0.4615384615384615,0.4545454545454545,0.33333333333333337,0.4,0.4,0.4098834498834498,0.04629950409354739,63,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,adam -0.17747535705566406,0.05442307530821502,0.008281373977661132,0.005571361876479788,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3157894736842105,0.4444444444444444,0.6,0.42105263157894735,0.5555555555555556,0.4673684210526316,0.1010098458263656,70,0.4,0.5333333333333333,0.6,0.5333333333333333,0.3333333333333333,0.48,0.09797958971132713,8,0.35294117647058826,0.4848484848484848,0.6,0.47058823529411764,0.4166666666666667,0.46500891265597144,0.08190663143996672,17,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,lbfgs -0.9705763816833496,0.18408370548960024,0.00399169921875,0.00031564410642318685,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,sgd -0.8901566982269287,0.077742145497277,0.006319093704223633,0.004946942632297092,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.0,0.75,0.5,0.0,0.0,0.25,0.31622776601683794,93,0.0,0.4,0.26666666666666666,0.0,0.0,0.13333333333333336,0.16865480854231357,101,0.0,0.5217391304347827,0.3478260869565218,0.0,0.0,0.1739130434782609,0.21998453288127862,99,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,adam -0.1323927402496338,0.037167897554057534,0.005900955200195313,0.004127399565922737,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.47368421052631576,0.42857142857142855,0.5,0.3684210526315789,0.3888888888888889,0.43191311612364247,0.049546223296865324,80,0.6,0.4,0.3333333333333333,0.4666666666666667,0.4666666666666667,0.4533333333333333,0.08844332774281066,12,0.5294117647058824,0.4137931034482759,0.4,0.4117647058823529,0.42424242424242425,0.4358423996557871,0.04741385856318301,33,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,lbfgs -0.17504477500915527,0.042366465786246046,0.009446001052856446,0.005699851397682827,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.09395973154362416,0.3611111111111111,0.027522935779816515,0.08391608391608392,0.0,0.11330197247012715,0.12871860939685065,101,0.9333333333333333,0.8666666666666667,0.2,0.8,0.0,0.5599999999999999,0.38320287635199773,5,0.17073170731707316,0.5098039215686274,0.04838709677419355,0.15189873417721517,0.0,0.17616429196742184,0.1784906731944917,98,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,sgd -0.872609806060791,0.05125456299890919,0.011522483825683594,0.005325251591858073,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.0,0.5,1.0,0.0,0.425,0.38405728739343037,82,0.3333333333333333,0.0,0.26666666666666666,0.13333333333333333,0.0,0.14666666666666667,0.13597385369580758,100,0.43478260869565216,0.0,0.3478260869565218,0.23529411764705882,0.0,0.20358056265984653,0.1778521846514638,93,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,adam -0.2084658622741699,0.0653047000308904,0.003904390335083008,0.0003268822675981477,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.36363636363636365,0.3076923076923077,0.5,0.42857142857142855,0.7692307692307693,0.47382617382617387,0.16108332742841763,67,0.5333333333333333,0.26666666666666666,0.4666666666666667,0.4,0.6666666666666666,0.4666666666666666,0.13333333333333333,11,0.43243243243243246,0.28571428571428575,0.4827586206896552,0.4137931034482759,0.7142857142857142,0.4657968313140728,0.14020108509828885,15,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,lbfgs -1.0277764797210693,0.16907536607955262,0.013670063018798828,0.00468993113768258,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,sgd -0.8545613288879395,0.10326321853202264,0.008385229110717773,0.004503366316556963,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.7,0.0,0.6666666666666666,0.0,0.6,0.39333333333333337,0.3227658249842721,88,0.4666666666666667,0.0,0.26666666666666666,0.0,0.2,0.18666666666666668,0.1758787461103056,99,0.56,0.0,0.3809523809523809,0.0,0.3,0.2481904761904762,0.21942294966343487,89,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,adam -0.12722525596618653,0.013662091803261688,0.0036255359649658204,9.057052062410316e-05,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.375,0.4117647058823529,0.5,0.6153846153846154,0.4444444444444444,0.46931875314228255,0.08378997768808481,69,0.4,0.4666666666666667,0.6,0.5333333333333333,0.26666666666666666,0.4533333333333333,0.11469767022723501,12,0.38709677419354843,0.43749999999999994,0.5454545454545454,0.5714285714285715,0.33333333333333337,0.4549626448819998,0.09105768052609502,25,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,lbfgs -1.7789072513580322,0.1478865528805505,0.006224775314331054,0.0036844011510506376,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.3333333333333333,0.0,0.6666666666666666,1.0,1.0,0.6,0.38873012632302006,42,0.06666666666666667,0.0,0.13333333333333333,0.13333333333333333,0.2,0.10666666666666669,0.0679869268479038,102,0.1111111111111111,0.0,0.2222222222222222,0.23529411764705882,0.33333333333333337,0.1803921568627451,0.11445189092730737,97,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,sgd -0.7070510387420654,0.046434459851751084,0.008025169372558594,0.0053708208253352915,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.7272727272727273,0.7777777777777778,0.4166666666666667,0.6666666666666666,0.6,0.6376767676767677,0.12550788566600338,32,0.5333333333333333,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.2,0.36,0.12364824660660938,54,0.6153846153846153,0.5833333333333334,0.3703703703703704,0.3809523809523809,0.3,0.45000814000814,0.1254896809012545,27,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,adam -0.15926046371459962,0.039948270491802704,0.011618614196777344,0.005790895526928832,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.26666666666666666,0.45,0.5714285714285714,0.625,0.6428571428571429,0.5111904761904762,0.139609107682292,60,0.26666666666666666,0.6,0.5333333333333333,0.6666666666666666,0.6,0.5333333333333333,0.1398411797560202,6,0.26666666666666666,0.5142857142857143,0.5517241379310344,0.6451612903225806,0.6206896551724138,0.5197054928756819,0.13492232828423256,1,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,lbfgs -1.5265703678131104,0.6711971510257204,0.011306667327880859,0.0061716743326496555,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.26666666666666666,0.0,0.0,1.0,0.2533333333333333,0.38735570790223867,92,0.0,0.26666666666666666,0.0,0.0,0.13333333333333333,0.08,0.10666666666666666,104,0.0,0.26666666666666666,0.0,0.0,0.23529411764705882,0.1003921568627451,0.12335437334172548,102,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,sgd -0.7582392692565918,0.08259255900390154,0.010567426681518555,0.005343440875566676,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.7272727272727273,0.7777777777777778,0.4166666666666667,0.7142857142857143,0.6,0.6472005772005772,0.12910162550457044,30,0.5333333333333333,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.2,0.3733333333333333,0.11623730516108462,48,0.6153846153846153,0.5833333333333334,0.3703703703703704,0.4545454545454545,0.3,0.46472675472675473,0.12075346896198198,18,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,adam -0.13563528060913085,0.030718667349582608,0.008512067794799804,0.00576232830784399,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4166666666666667,0.4666666666666667,0.47058823529411764,0.6,0.6153846153846154,0.5138612368024134,0.07908672138565674,59,0.3333333333333333,0.4666666666666667,0.5333333333333333,0.4,0.5333333333333333,0.4533333333333333,0.07774602526460402,12,0.3703703703703704,0.4666666666666667,0.5,0.48,0.5714285714285715,0.4776931216931217,0.06469777230533244,6,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,lbfgs -1.9130918025970458,0.07696846884796432,0.006006574630737305,0.004562047397499965,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",1.0,0.0,1.0,1.0,1.0,0.8,0.4000000000000001,1,0.06666666666666667,0.0,0.13333333333333333,0.13333333333333333,0.2,0.10666666666666669,0.0679869268479038,102,0.125,0.0,0.23529411764705882,0.23529411764705882,0.33333333333333337,0.1857843137254902,0.11391549374643486,96,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,sgd -0.7157838344573975,0.06472488684226732,0.0077702999114990234,0.004475150331768362,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.7272727272727273,0.8,0.4166666666666667,0.6666666666666666,0.6,0.6421212121212122,0.13067740440504078,31,0.5333333333333333,0.5333333333333333,0.3333333333333333,0.26666666666666666,0.2,0.3733333333333333,0.13727506854649335,48,0.6153846153846153,0.64,0.3703703703703704,0.3809523809523809,0.3,0.4613414733414733,0.13886495420316639,21,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,adam -0.8364977359771728,0.10031191944459195,0.008353996276855468,0.005094489615525278,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3157894736842105,0.17647058823529413,0.6363636363636364,0.5,0.6,0.4457247396566282,0.17462578284890629,77,0.4,0.2,0.4666666666666667,0.26666666666666666,0.4,0.3466666666666667,0.09797958971132713,57,0.35294117647058826,0.18750000000000003,0.5384615384615385,0.3478260869565218,0.48,0.3813457603777297,0.12159325180942525,78,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,lbfgs -0.5229440689086914,0.024115146983728575,0.00428919792175293,0.0001484680102270895,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,sgd -3.8807175159454346,3.660451753888519,0.008494949340820313,0.005418356630616186,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.35,0.8333333333333334,0.38461538461538464,0.5454545454545454,0.7142857142857143,0.5655377955377956,0.18624349138062002,46,0.4666666666666667,0.6666666666666666,0.3333333333333333,0.4,0.3333333333333333,0.44000000000000006,0.12364824660660938,16,0.4,0.7407407407407408,0.3571428571428571,0.4615384615384615,0.4545454545454545,0.48279350279350275,0.13448372052440286,4,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,adam -0.9180937290191651,0.1759719526961775,0.01027522087097168,0.005181579822993075,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35294117647058826,0.3684210526315789,0.4166666666666667,0.38461538461538464,0.36363636363636365,0.3772561288041164,0.022190640467964016,91,0.4,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.36,0.0679869268479038,54,0.37500000000000006,0.4117647058823529,0.3703703703703704,0.3571428571428571,0.30769230769230765,0.3643940482175777,0.03364475887229842,84,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,lbfgs -0.9034652233123779,0.31959809556556124,0.004151010513305664,0.0006031877079384492,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.1,0.0,0.0,0.0,0.0,0.02,0.04,104,1.0,0.0,0.0,0.0,0.0,0.2,0.4000000000000001,98,0.18181818181818182,0.0,0.0,0.0,0.0,0.03636363636363636,0.07272727272727272,104,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,sgd -2.2754163265228273,0.5227619337987337,0.010071563720703124,0.004993627572331562,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.8333333333333334,0.38461538461538464,0.5454545454545454,0.6666666666666666,0.586013986013986,0.15315128801858177,44,0.4,0.6666666666666666,0.3333333333333333,0.4,0.26666666666666666,0.4133333333333333,0.13597385369580758,27,0.4444444444444445,0.7407407407407408,0.3571428571428571,0.4615384615384615,0.3809523809523809,0.476963776963777,0.1374401505773735,8,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,adam -0.8546311855316162,0.19359357106722433,0.011150169372558593,0.005860837243115047,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3,0.3888888888888889,0.5,0.5555555555555556,0.5,0.4488888888888889,0.09205473412092435,73,0.4,0.4666666666666667,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.4,0.059628479399994404,30,0.34285714285714286,0.42424242424242425,0.4827586206896552,0.4166666666666667,0.4,0.4133049708911778,0.04493252069438174,58,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,lbfgs -0.806066370010376,0.05117807574129992,0.006051540374755859,0.0040416583045917555,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,sgd -4.2089756488800045,3.483502474946191,0.007595539093017578,0.005819760972564249,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.5454545454545454,0.38461538461538464,0.6153846153846154,0.7142857142857143,0.551948051948052,0.11056102521082357,51,0.4,0.4,0.3333333333333333,0.5333333333333333,0.3333333333333333,0.39999999999999997,0.07302967433402216,37,0.4444444444444445,0.4615384615384615,0.3571428571428571,0.5714285714285715,0.4545454545454545,0.4578199578199579,0.0681854085365427,22,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,adam -0.1194371223449707,0.03067121854538556,0.006812763214111328,0.004150437616531907,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.30434782608695654,0.4117647058823529,0.3333333333333333,0.45454545454545453,0.7272727272727273,0.446252809424165,0.150411584562621,76,0.4666666666666667,0.4666666666666667,0.4,0.3333333333333333,0.5333333333333333,0.44000000000000006,0.06798692684790379,16,0.3684210526315789,0.43749999999999994,0.3636363636363636,0.3846153846153846,0.6153846153846153,0.4339114832535885,0.09444900149721376,34,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,lbfgs -0.6489321231842041,0.08640767175923203,0.008292675018310547,0.005619069885294995,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6153846153846154,0.8,0.5555555555555556,0.5,0.5714285714285714,0.6084737484737485,0.10263459406763233,40,0.5333333333333333,0.5333333333333333,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.3866666666666666,0.12220201853215573,43,0.5714285714285715,0.64,0.4166666666666667,0.3478260869565218,0.36363636363636365,0.4679115377376247,0.11683328236613888,12,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,sgd -1.0682990074157714,0.20456938915877093,0.009257125854492187,0.004442029011303788,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.42857142857142855,0.6666666666666666,0.2222222222222222,0.5,0.8333333333333334,0.5301587301587302,0.2081363392146794,54,0.4,0.4,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.31999999999999995,0.09797958971132713,66,0.4137931034482759,0.5,0.16666666666666669,0.4,0.47619047619047616,0.3913300492610838,0.11837554019326343,74,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,adam -0.15246167182922363,0.07497371662517863,0.008614301681518555,0.005252761710839608,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.2857142857142857,0.36363636363636365,0.5333333333333333,0.25,0.5,0.3865367965367965,0.11292034987521284,90,0.4,0.5333333333333333,0.5333333333333333,0.13333333333333333,0.3333333333333333,0.38666666666666666,0.1484737163421339,41,0.3333333333333333,0.43243243243243246,0.5333333333333333,0.1739130434782609,0.4,0.37460242851547204,0.11930147829629834,81,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,lbfgs -0.10965323448181152,0.07985613672256711,0.009743690490722656,0.005017963231379061,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.11764705882352941,0.14444444444444443,0.14285714285714285,0.14,0.14563106796116504,0.13811594281725634,0.010407025511726677,99,0.13333333333333333,0.8666666666666667,0.2,0.4666666666666667,1.0,0.5333333333333333,0.3476907949441413,6,0.125,0.2476190476190476,0.16666666666666666,0.2153846153846154,0.2542372881355932,0.20178152356118456,0.049327853168563626,95,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,sgd -0.9359067916870117,0.14378253726517407,0.008149337768554688,0.005799784588970773,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5333333333333333,0.6666666666666666,0.4444444444444444,0.5454545454545454,0.6,0.557979797979798,0.07380127299113981,49,0.5333333333333333,0.5333333333333333,0.26666666666666666,0.4,0.2,0.38666666666666666,0.13597385369580758,41,0.5333333333333333,0.5925925925925926,0.33333333333333337,0.4615384615384615,0.3,0.4441595441595442,0.1125617914661859,28,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,adam -0.1660752773284912,0.02790594807550696,0.01149144172668457,0.006221941300450155,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4,0.3333333333333333,0.4375,0.4,0.4666666666666667,0.40750000000000003,0.044752405273658515,86,0.4,0.4,0.4666666666666667,0.26666666666666666,0.4666666666666667,0.4,0.07302967433402216,30,0.4000000000000001,0.3636363636363636,0.45161290322580644,0.32,0.4666666666666667,0.40038318670576734,0.05446084118551659,70,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,lbfgs -0.7758723735809326,0.04574221179047694,0.010923814773559571,0.0057393336695215225,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5384615384615384,0.8181818181818182,0.5,0.7,0.5,0.6113286713286714,0.12708154394976431,39,0.4666666666666667,0.6,0.4,0.4666666666666667,0.2,0.42666666666666675,0.13063945294843615,21,0.5,0.6923076923076923,0.4444444444444445,0.56,0.28571428571428575,0.49649328449328445,0.13380997746992565,3,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,sgd -1.0119832515716554,0.2772657987106042,0.0037422657012939455,0.0004413421024498433,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5833333333333334,0.6923076923076923,0.3,0.4444444444444444,0.7142857142857143,0.5468742368742369,0.1561701057516895,52,0.4666666666666667,0.6,0.2,0.26666666666666666,0.3333333333333333,0.3733333333333333,0.1436043948569201,48,0.5185185185185186,0.6428571428571429,0.24,0.33333333333333337,0.4545454545454545,0.4378508898508898,0.1406288966123626,31,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,adam -0.09390697479248047,0.008525814465427542,0.005828237533569336,0.00402713183900326,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3157894736842105,0.38461538461538464,0.47368421052631576,0.6,0.6,0.4748178137651822,0.11381470531595977,66,0.4,0.3333333333333333,0.6,0.4,0.6,0.4666666666666667,0.11155467020454339,9,0.35294117647058826,0.3571428571428571,0.5294117647058824,0.48,0.6,0.4638991596638656,0.09672968456621744,20,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,lbfgs -0.8529724597930908,0.033516989779959594,0.010248136520385743,0.005217204822334939,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6153846153846154,0.75,0.4444444444444444,0.6666666666666666,0.6,0.6152991452991453,0.10020812588283719,38,0.5333333333333333,0.4,0.26666666666666666,0.26666666666666666,0.2,0.3333333333333333,0.1192569587999888,63,0.5714285714285715,0.5217391304347827,0.33333333333333337,0.3809523809523809,0.3,0.4214906832298137,0.10649523922548329,53,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,sgd -4.670514535903931,0.5142631297640883,0.006357383728027344,0.004109791958050085,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.4117647058823529,0.4444444444444444,0.5384615384615384,0.2857142857142857,0.6666666666666666,0.4694103282338576,0.1275685555713926,68,0.4666666666666667,0.26666666666666666,0.4666666666666667,0.13333333333333333,0.4,0.3466666666666667,0.12927146286443544,57,0.43749999999999994,0.33333333333333337,0.5,0.18181818181818182,0.5,0.390530303030303,0.12083511445443246,75,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,adam -0.09269781112670898,0.00801699421912619,0.00821080207824707,0.005276044292014783,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.30434782608695654,0.5,0.4,0.375,0.7,0.4558695652173913,0.13723505148932572,71,0.4666666666666667,0.4,0.4,0.2,0.4666666666666667,0.3866666666666666,0.09797958971132711,43,0.3684210526315789,0.4444444444444445,0.4000000000000001,0.26086956521739135,0.56,0.406747012458683,0.09767518165438183,66,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,lbfgs -0.2463380813598633,0.09767061346918617,0.008459186553955078,0.005515603003338462,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.13043478260869565,0.2,0.07142857142857142,0.11764705882352941,0.21739130434782608,0.14738034344172452,0.05405599841160463,97,0.4,0.3333333333333333,0.26666666666666666,0.13333333333333333,0.6666666666666666,0.36,0.17688665548562132,54,0.19672131147540983,0.25,0.11267605633802816,0.125,0.32786885245901637,0.2024532440544909,0.08010190051721836,94,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,sgd -4.851159763336182,0.49532223521326035,0.003945112228393555,0.00019806474760589656,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.3888888888888889,0.5,0.5384615384615384,0.2857142857142857,0.6666666666666666,0.47594627594627587,0.13009858252389003,65,0.4666666666666667,0.3333333333333333,0.4666666666666667,0.13333333333333333,0.26666666666666666,0.3333333333333333,0.1264911064067352,63,0.42424242424242425,0.4,0.5,0.18181818181818182,0.3809523809523809,0.3774025974025974,0.10583061909382499,80,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,adam -0.10227303504943848,0.007316339251596277,0.007742977142333985,0.004928723514639734,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3181818181818182,0.4,0.5,0.375,0.5555555555555556,0.4297474747474748,0.08613034827628686,81,0.4666666666666667,0.4,0.5333333333333333,0.2,0.3333333333333333,0.3866666666666666,0.11469767022723502,43,0.3783783783783784,0.4000000000000001,0.5161290322580646,0.26086956521739135,0.4166666666666667,0.3944087285041002,0.08177064354719776,73,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,lbfgs -0.9444334030151367,0.04352094094421563,0.008639240264892578,0.005059271006093462,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.7777777777777778,0.5454545454545454,0.6666666666666666,0.75,0.6813131313131313,0.08112941162406075,21,0.5333333333333333,0.4666666666666667,0.4,0.26666666666666666,0.2,0.3733333333333333,0.12364824660660938,48,0.5925925925925926,0.5833333333333334,0.4615384615384615,0.3809523809523809,0.31578947368421056,0.46684124842019575,0.10918375535131775,13,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,sgd -4.9791832447052,0.23127727271498583,0.007381725311279297,0.006447478819106478,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.46153846153846156,0.6363636363636364,0.6153846153846154,0.4444444444444444,0.7142857142857143,0.5744033744033745,0.10460728198130351,45,0.4,0.4666666666666667,0.5333333333333333,0.26666666666666666,0.3333333333333333,0.39999999999999997,0.09428090415820635,37,0.42857142857142855,0.5384615384615385,0.5714285714285715,0.33333333333333337,0.4545454545454545,0.46526806526806536,0.08425642836320767,16,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,adam -0.3062241554260254,0.03945690876604217,0.004330587387084961,0.0004436139736811947,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3684210526315789,0.4,0.4375,0.46153846153846156,0.5555555555555556,0.44460301394511925,0.06393879693061681,78,0.4666666666666667,0.4,0.4666666666666667,0.4,0.3333333333333333,0.4133333333333334,0.0498887651569859,25,0.4117647058823529,0.4000000000000001,0.45161290322580644,0.42857142857142855,0.4166666666666667,0.4217231408692509,0.017532427933165166,52,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,lbfgs -1.27018461227417,0.14172043101827858,0.006284570693969727,0.004106328382632619,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5714285714285714,0.7272727272727273,0.45454545454545453,0.7142857142857143,0.6666666666666666,0.6268398268398269,0.1020543833862315,33,0.5333333333333333,0.5333333333333333,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.39999999999999997,0.11155467020454342,37,0.5517241379310344,0.6153846153846153,0.3846153846153846,0.4545454545454545,0.3809523809523809,0.47744439468577393,0.09273325188685079,7,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,sgd -5.495281600952149,0.6042226884518793,0.009009456634521485,0.005239765083376463,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.42105263157894735,0.5833333333333334,0.5833333333333334,0.4444444444444444,0.6,0.5264327485380117,0.0770902648149764,56,0.5333333333333333,0.4666666666666667,0.4666666666666667,0.26666666666666666,0.4,0.42666666666666664,0.09043106644167023,22,0.47058823529411764,0.5185185185185186,0.5185185185185186,0.33333333333333337,0.48,0.4641917211328977,0.06828987708293599,19,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,adam -0.38228769302368165,0.13947357883479608,0.009055328369140626,0.005565983629590915,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3157894736842105,0.4375,0.42105263157894735,0.4,0.375,0.3898684210526316,0.042550279855595244,89,0.4,0.4666666666666667,0.5333333333333333,0.26666666666666666,0.4,0.4133333333333333,0.08844332774281066,27,0.35294117647058826,0.45161290322580644,0.47058823529411764,0.32,0.38709677419354843,0.39644781783681216,0.05720931193244054,72,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,lbfgs -2.485674810409546,0.7069872303672932,0.010681629180908203,0.005422413513932018,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.11016949152542373,0.17647058823529413,0.18518518518518517,0.07692307692307693,0.1746031746031746,0.14467030329443092,0.04319417380957672,98,0.8666666666666667,0.6,1.0,0.4,0.7333333333333333,0.72,0.2082733246908441,2,0.19548872180451127,0.2727272727272727,0.3125,0.12903225806451613,0.28205128205128205,0.23835990692951645,0.06689884724384847,90,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,sgd -5.3702569007873535,0.48077684027321516,0.006153011322021484,0.004848618163552219,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.3181818181818182,0.5384615384615384,0.5,0.375,0.5,0.4463286713286713,0.08456841440368726,75,0.4666666666666667,0.4666666666666667,0.4666666666666667,0.2,0.4,0.4,0.10327955589886445,30,0.3783783783783784,0.5,0.4827586206896552,0.26086956521739135,0.4444444444444445,0.4132902017459739,0.0869090594041063,59,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,adam -0.3627648830413818,0.07975025713798839,0.010438871383666993,0.008078693480610433,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3684210526315789,0.6153846153846154,0.5,0.5,0.625,0.521761133603239,0.09368446421851095,57,0.4666666666666667,0.5333333333333333,0.5333333333333333,0.3333333333333333,0.3333333333333333,0.43999999999999995,0.09043106644167025,20,0.4117647058823529,0.5714285714285715,0.5161290322580646,0.4,0.43478260869565216,0.46682098365292823,0.06617662143942385,14,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,lbfgs -1.6915347099304199,0.18658518919840175,0.006076812744140625,0.004220581966750522,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6153846153846154,0.8,0.3,0.75,0.6666666666666666,0.6264102564102564,0.17532462611778163,34,0.5333333333333333,0.5333333333333333,0.2,0.4,0.26666666666666666,0.3866666666666666,0.13597385369580758,43,0.5714285714285715,0.64,0.24,0.5217391304347827,0.3809523809523809,0.47082401656314704,0.14331139254208403,11,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,sgd -4.670878791809082,0.38202429526569953,0.007781982421875,0.005025510870588265,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.4444444444444444,0.5384615384615384,0.5833333333333334,0.375,0.45454545454545453,0.47915695415695414,0.07352429127949764,64,0.5333333333333333,0.4666666666666667,0.4666666666666667,0.2,0.3333333333333333,0.4,0.11925695879998878,30,0.4848484848484848,0.5,0.5185185185185186,0.26086956521739135,0.3846153846153846,0.4297703906399558,0.09634156744828308,36,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,adam -0.23314309120178223,0.10587436199291649,0.009855318069458007,0.0051990866707948506,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3333333333333333,0.3684210526315789,0.4666666666666667,0.5,0.5,0.4336842105263158,0.06958877583616568,79,0.26666666666666666,0.4666666666666667,0.4666666666666667,0.3333333333333333,0.4,0.3866666666666667,0.07774602526460402,40,0.2962962962962963,0.4117647058823529,0.4666666666666667,0.4,0.4444444444444445,0.4038344226579521,0.05871814977872603,68,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,lbfgs -0.6298628330230713,0.04429519141777314,0.0035171985626220705,0.0001230255023360239,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6,0.6666666666666666,0.5,1.0,0.0,0.5533333333333333,0.32359096265364257,50,0.4,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.0,0.24,0.13063945294843618,95,0.48,0.3809523809523809,0.3478260869565218,0.4210526315789474,0.0,0.32596621989757,0.16883313614855097,85,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,sgd -0.7789684772491455,0.11837068949010794,0.005247592926025391,0.0035380582692577014,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5384615384615384,0.5,0.36363636363636365,0.8,0.8333333333333334,0.6070862470862471,0.18102382207829432,41,0.4666666666666667,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.31999999999999995,0.07774602526460402,66,0.5,0.3478260869565218,0.30769230769230765,0.4,0.47619047619047616,0.4063417741678611,0.07327581514468576,67,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,adam -0.22792940139770507,0.11656022037866015,0.01012125015258789,0.0055564848252667816,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3,0.3333333333333333,0.5714285714285714,0.5,0.38461538461538464,0.4178754578754579,0.10244142322882033,83,0.4,0.5333333333333333,0.5333333333333333,0.2,0.3333333333333333,0.4,0.12649110640673517,30,0.34285714285714286,0.4102564102564102,0.5517241379310344,0.28571428571428575,0.3571428571428571,0.38953896678034605,0.09026794249153158,76,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,lbfgs -0.1940521240234375,0.10069480332283247,0.011817264556884765,0.00415401254246908,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.1,0.056451612903225805,0.18292682926829268,0.0,0.09027777777777778,0.08593124398985925,0.05979664398241254,102,1.0,0.4666666666666667,1.0,0.0,0.8666666666666667,0.6666666666666667,0.38643671323171835,3,0.18181818181818182,0.10071942446043167,0.30927835051546393,0.0,0.16352201257861634,0.15106759387453875,0.1014768060232726,100,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,sgd -0.7791314125061035,0.11278273490592768,0.005600357055664062,0.004142369411839191,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.75,0.5714285714285714,0.8,0.5,0.6242857142857143,0.12678118704190738,35,0.4,0.4,0.26666666666666666,0.26666666666666666,0.2,0.30666666666666664,0.08,84,0.4444444444444445,0.5217391304347827,0.36363636363636365,0.4,0.28571428571428575,0.40310684484597525,0.07890627432072841,69,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,adam -0.19673142433166504,0.05057352713299598,0.00751962661743164,0.004984200695752437,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3,0.3888888888888889,0.3888888888888889,0.5,0.5,0.4155555555555555,0.07620634755325444,84,0.4,0.4666666666666667,0.4666666666666667,0.4,0.6,0.4666666666666667,0.07302967433402213,9,0.34285714285714286,0.42424242424242425,0.42424242424242425,0.4444444444444445,0.5454545454545454,0.4362481962481962,0.06481260860029216,32,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,lbfgs -0.7324727535247803,0.09601344158313944,0.007483196258544922,0.005041396624866016,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.625,0.8,0.36363636363636365,0.5,1.0,0.6577272727272727,0.22353101731634326,26,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.06666666666666667,0.2,0.22666666666666666,0.09043106644167023,96,0.43478260869565216,0.4,0.30769230769230765,0.11764705882352941,0.33333333333333337,0.31869106170896455,0.11031087936574278,86,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,sgd -0.8531718730926514,0.04550358798785114,0.007659387588500976,0.00487111733968796,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.8,0.5833333333333334,0.8,0.8333333333333334,0.7033333333333334,0.1351542328847553,16,0.4666666666666667,0.5333333333333333,0.4666666666666667,0.26666666666666666,0.3333333333333333,0.4133333333333334,0.09797958971132713,25,0.4827586206896552,0.64,0.5185185185185186,0.4,0.47619047619047616,0.50349352307973,0.07841692495263654,2,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,adam -0.11588535308837891,0.01653877467748636,0.00772252082824707,0.005000258123449571,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.375,0.35,0.5625,0.3333333333333333,0.6363636363636364,0.451439393939394,0.12378481877453712,72,0.4,0.4666666666666667,0.6,0.2,0.4666666666666667,0.42666666666666664,0.13063945294843618,22,0.38709677419354843,0.4,0.5806451612903225,0.25,0.5384615384615385,0.43124069478908195,0.11797530259544342,35,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,lbfgs -0.8074326038360595,0.04965150643049063,0.008137655258178712,0.004808157347223732,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.6,0.5,0.6666666666666666,0.6666666666666666,0.6199999999999999,0.06531972647421806,37,0.4,0.2,0.2,0.13333333333333333,0.13333333333333333,0.21333333333333332,0.09797958971132713,97,0.5,0.3,0.28571428571428575,0.2222222222222222,0.2222222222222222,0.3060317460317461,0.10209891014481438,87,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,sgd -3.9221919536590577,0.42023334314588767,0.009038066864013672,0.0061756941744677855,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.47058823529411764,0.5384615384615384,0.5625,0.5555555555555556,0.6666666666666666,0.5587543991955756,0.06301490657081302,48,0.5333333333333333,0.4666666666666667,0.6,0.3333333333333333,0.26666666666666666,0.44000000000000006,0.12364824660660938,16,0.5,0.5,0.5806451612903225,0.4166666666666667,0.3809523809523809,0.475652841781874,0.07022321769671527,9,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,adam -0.13414425849914552,0.02090364143948995,0.008093500137329101,0.005457140620511855,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3125,0.25,0.5,0.6,0.5714285714285714,0.44678571428571434,0.1404275541308887,74,0.3333333333333333,0.26666666666666666,0.4666666666666667,0.4,0.26666666666666666,0.3466666666666667,0.07774602526460402,57,0.3225806451612903,0.2580645161290323,0.4827586206896552,0.48,0.36363636363636365,0.3814080291232683,0.0882977174427092,77,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,lbfgs -0.443617582321167,0.3454193887447502,0.011601018905639648,0.0064100596043858826,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.05309734513274336,0.0896551724137931,0.0,0.022222222222222223,0.024390243902439025,0.037872996734239536,0.030900711158963087,103,0.4,0.8666666666666667,0.0,0.06666666666666667,0.06666666666666667,0.27999999999999997,0.32496153618543844,92,0.09375,0.1625,0.0,0.03333333333333333,0.03571428571428571,0.0650595238095238,0.05730309873572767,103,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,sgd -4.383475589752197,0.47547658573554075,0.006899213790893555,0.00498223809515221,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.4375,0.38461538461538464,0.5555555555555556,0.6,0.6666666666666666,0.5288675213675214,0.10384352464048809,55,0.4666666666666667,0.3333333333333333,0.6666666666666666,0.4,0.4,0.4533333333333333,0.11469767022723501,12,0.45161290322580644,0.3571428571428571,0.606060606060606,0.48,0.5,0.4789632732858539,0.08023167355010864,5,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,adam -0.1794130325317383,0.04210858384241652,0.007007408142089844,0.00518821107818992,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.2631578947368421,0.4090909090909091,0.5333333333333333,0.3333333333333333,0.46153846153846156,0.4000907864065758,0.09467583605211756,87,0.3333333333333333,0.6,0.5333333333333333,0.26666666666666666,0.4,0.42666666666666664,0.12364824660660936,22,0.29411764705882354,0.4864864864864865,0.5333333333333333,0.2962962962962963,0.42857142857142855,0.40776103834927363,0.09771220895885854,64,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,lbfgs -1.2314892292022706,0.1129540592552665,0.011267805099487304,0.005683414598606134,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6,0.6666666666666666,0.5,0.75,0.6,0.6233333333333333,0.08273115763993905,36,0.4,0.26666666666666666,0.26666666666666666,0.2,0.2,0.26666666666666666,0.07302967433402216,93,0.48,0.3809523809523809,0.3478260869565218,0.31578947368421056,0.3,0.36491358831862264,0.06390784038388161,83,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,sgd -4.24122052192688,0.1731932159676745,0.013779783248901367,0.004788936046088322,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.4375,0.42857142857142855,0.42857142857142855,0.5,0.625,0.48392857142857143,0.07542397172122457,63,0.4666666666666667,0.4,0.4,0.26666666666666666,0.3333333333333333,0.3733333333333333,0.0679869268479038,48,0.45161290322580644,0.4137931034482759,0.4137931034482759,0.3478260869565218,0.43478260869565216,0.4123615611549064,0.035248538363673934,62,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,adam -0.31429290771484375,0.035560384191583465,0.011233329772949219,0.0056363107419833275,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3181818181818182,0.3333333333333333,0.5333333333333333,0.42857142857142855,0.4444444444444444,0.4115728715728716,0.0787888513542772,85,0.4666666666666667,0.3333333333333333,0.5333333333333333,0.4,0.26666666666666666,0.4,0.09428090415820635,30,0.3783783783783784,0.3333333333333333,0.5333333333333333,0.4137931034482759,0.33333333333333337,0.3984342963653309,0.0739082590129033,71,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,lbfgs -1.4552714347839355,0.17989830262968776,0.010430574417114258,0.0054460529992489464,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.7272727272727273,0.7142857142857143,0.4444444444444444,0.8,0.6,0.6572005772005772,0.12417533756832355,27,0.5333333333333333,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.2,0.31999999999999995,0.11469767022723501,66,0.6153846153846153,0.4545454545454545,0.33333333333333337,0.4,0.3,0.4206526806526806,0.11106531187520728,54,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,sgd -2.986332321166992,0.3053458841971787,0.012142086029052734,0.010379422883599927,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.4,0.38461538461538464,0.5714285714285714,0.5555555555555556,0.5555555555555556,0.4934310134310135,0.08291288424272474,62,0.4,0.3333333333333333,0.5333333333333333,0.3333333333333333,0.3333333333333333,0.3866666666666666,0.07774602526460402,43,0.4000000000000001,0.3571428571428571,0.5517241379310344,0.4166666666666667,0.4166666666666667,0.428440065681445,0.06537326303700026,38,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,adam -0.3767665386199951,0.1841141260570176,0.013567161560058594,0.004698847512214847,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.29411764705882354,0.5625,0.46153846153846156,0.625,0.7272727272727273,0.5340857671740025,0.14781189271246445,53,0.3333333333333333,0.6,0.4,0.3333333333333333,0.5333333333333333,0.44000000000000006,0.1083205120618128,16,0.3125,0.5806451612903225,0.42857142857142855,0.43478260869565216,0.6153846153846153,0.47437676278840374,0.11049533838661252,10,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,lbfgs -0.5368700504302979,0.4438491574379794,0.010499525070190429,0.00453981826949844,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.0,0.07377049180327869,0.19402985074626866,0.0,0.15356006850990947,0.18718236842057345,96,0.2,0.0,0.6,0.8666666666666667,0.0,0.33333333333333337,0.34512477614786097,62,0.28571428571428575,0.0,0.13138686131386862,0.3170731707317074,0.0,0.14683486355197234,0.13537220557659613,101,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,sgd -3.6577184200286865,0.15632746041862175,0.007189178466796875,0.004041592000621806,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.38461538461538464,0.5,0.5714285714285714,0.7142857142857143,0.625,0.5590659340659341,0.11181689925526872,47,0.3333333333333333,0.4666666666666667,0.5333333333333333,0.3333333333333333,0.3333333333333333,0.4,0.08432740427115679,30,0.3571428571428571,0.4827586206896552,0.5517241379310344,0.4545454545454545,0.43478260869565216,0.4561907358009307,0.06340974775733217,24,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,adam -0.34424800872802735,0.12024042233841344,0.01068415641784668,0.005162436118858827,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.375,0.35294117647058826,0.4666666666666667,0.5454545454545454,0.75,0.4980124777183601,0.14346342611784024,61,0.4,0.4,0.4666666666666667,0.4,0.4,0.4133333333333333,0.02666666666666666,27,0.38709677419354843,0.37500000000000006,0.4666666666666667,0.4615384615384615,0.5217391304347827,0.44240820656669194,0.05449964382852134,29,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,lbfgs -2.4659703254699705,0.09620126756150409,0.011295032501220704,0.005823218959323439,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.6,0.5714285714285714,0.8,0.6,0.6476190476190476,0.08236856499215109,29,0.4,0.2,0.26666666666666666,0.26666666666666666,0.2,0.26666666666666666,0.07302967433402216,93,0.5,0.3,0.36363636363636365,0.4,0.3,0.3727272727272727,0.07430115178800928,82,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,sgd -1.8441920757293702,0.7133166328207854,0.0034429550170898436,0.000419732597991317,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.42857142857142855,0.5,0.5333333333333333,0.5555555555555556,0.5714285714285714,0.5177777777777777,0.05063865239768995,58,0.4,0.3333333333333333,0.5333333333333333,0.3333333333333333,0.26666666666666666,0.3733333333333333,0.09043106644167025,48,0.4137931034482759,0.4,0.5333333333333333,0.4166666666666667,0.36363636363636365,0.42548589341692794,0.05713224219577265,49,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,adam -0.0008237838745117187,4.966881049651321e-05,0.0028542041778564452,8.830125548778931e-05,{},0.45,0.375,0.7272727272727273,0.3333333333333333,0.75,0.5271212121212121,0.176849014475706,1,0.6,0.4,0.5333333333333333,0.3333333333333333,0.6,0.4933333333333333,0.1083205120618128,1,0.5142857142857143,0.38709677419354843,0.6153846153846153,0.3333333333333333,0.6666666666666665,0.5033534207727757,0.12787819039912188,1,GaussianNB,,,,,,,,,,, -0.011289834976196289,0.008990069068825178,0.003815174102783203,0.00040337884318016835,"{'gamma': 'scale', 'kernel': 'linear'}",0.7142857142857143,0.6666666666666666,1.0,0.6,0.6,0.7161904761904763,0.14832702730614697,1,0.3333333333333333,0.13333333333333333,0.4,0.2,0.2,0.2533333333333333,0.09797958971132713,3,0.4545454545454545,0.2222222222222222,0.5714285714285715,0.3,0.3,0.36963924963924966,0.12598335141825448,3,SVC,scale,linear,,,,,,,,, -0.005036544799804687,0.0002704607330662122,0.004326915740966797,0.0008276660724181052,"{'gamma': 'scale', 'kernel': 'poly'}",0.3,0.5,0.8571428571428571,0.2,0.5,0.47142857142857136,0.22515300919823478,7,0.2,0.06666666666666667,0.4,0.06666666666666667,0.06666666666666667,0.16,0.13063945294843618,6,0.24,0.11764705882352941,0.5454545454545455,0.1,0.11764705882352941,0.22414973262032087,0.16827763302820262,8,SVC,scale,poly,,,,,,,,, -0.006125688552856445,0.0007295829015404192,0.00906214714050293,0.0032681564644648146,"{'gamma': 'scale', 'kernel': 'rbf'}",0.6666666666666666,0.75,1.0,0.6,0.0,0.6033333333333333,0.33072311346166566,3,0.26666666666666666,0.2,0.2,0.2,0.0,0.17333333333333334,0.09043106644167025,5,0.3809523809523809,0.31578947368421056,0.33333333333333337,0.3,0.0,0.266015037593985,0.13574889923937034,5,SVC,scale,rbf,,,,,,,,, -0.007044601440429688,0.004074616173598481,0.010393762588500976,0.006449002982471738,"{'gamma': 'scale', 'kernel': 'sigmoid'}",0.36363636363636365,0.42857142857142855,0.6363636363636364,0.3,0.8,0.5057142857142857,0.18554183256335063,6,0.26666666666666666,0.2,0.4666666666666667,0.4,0.26666666666666666,0.32,0.09797958971132713,2,0.30769230769230765,0.27272727272727276,0.5384615384615385,0.34285714285714286,0.4,0.3723476523476523,0.09309425252803015,2,SVC,scale,sigmoid,,,,,,,,, -0.019341325759887694,0.014612941506574178,0.01204385757446289,0.009403250374101786,"{'gamma': 'auto', 'kernel': 'linear'}",0.7142857142857143,0.6666666666666666,1.0,0.6,0.6,0.7161904761904763,0.14832702730614697,1,0.3333333333333333,0.13333333333333333,0.4,0.2,0.2,0.2533333333333333,0.09797958971132713,3,0.4545454545454545,0.2222222222222222,0.5714285714285715,0.3,0.3,0.36963924963924966,0.12598335141825448,3,SVC,auto,linear,,,,,,,,, -0.005927896499633789,0.0003766207246560699,0.008012628555297852,0.004758004667499369,"{'gamma': 'auto', 'kernel': 'poly'}",0.3,0.5,0.8571428571428571,0.2,1.0,0.5714285714285714,0.31049663970050645,5,0.2,0.06666666666666667,0.4,0.06666666666666667,0.06666666666666667,0.16,0.13063945294843618,6,0.24,0.11764705882352941,0.5454545454545455,0.1,0.125,0.22562032085561498,0.1673701560565076,7,SVC,auto,poly,,,,,,,,, -0.00942835807800293,0.006129625467707232,0.018054914474487305,0.005966633970998705,"{'gamma': 'auto', 'kernel': 'rbf'}",0.6666666666666666,0.75,1.0,0.5,0.0,0.5833333333333333,0.33333333333333337,4,0.26666666666666666,0.2,0.2,0.13333333333333333,0.0,0.16,0.09043106644167025,6,0.3809523809523809,0.31578947368421056,0.33333333333333337,0.2105263157894737,0.0,0.24812030075187969,0.1359865660776996,6,SVC,auto,rbf,,,,,,,,, -0.004694366455078125,0.0002316157950258798,0.0067940235137939455,0.004094562079431064,"{'gamma': 'auto', 'kernel': 'sigmoid'}",0.3333333333333333,0.5,0.6363636363636364,0.3,0.35714285714285715,0.42536796536796534,0.12564336783038876,8,0.26666666666666666,0.26666666666666666,0.4666666666666667,0.4,0.3333333333333333,0.3466666666666666,0.07774602526460402,1,0.2962962962962963,0.3478260869565218,0.5384615384615385,0.34285714285714286,0.3448275862068965,0.3740537301556792,0.084369935130122,1,SVC,auto,sigmoid,,,,,,,,, -0.002323150634765625,0.00018744401366375667,0.0038478851318359377,0.00010182571418278313,"{'criterion': 'gini', 'splitter': 'best'}",0.5,0.2222222222222222,0.5,0.2857142857142857,0.4166666666666667,0.38492063492063494,0.1129663704676704,2,0.4666666666666667,0.13333333333333333,0.5333333333333333,0.26666666666666666,0.3333333333333333,0.3466666666666666,0.14236104336041747,4,0.4827586206896552,0.16666666666666669,0.5161290322580646,0.2758620689655172,0.3703703703703704,0.3623573517900548,0.12960145209704702,2,DecisionTreeClassifier,,,gini,best,,,,,,, -0.0013357639312744141,0.00041052058854450257,0.004199171066284179,0.00017404011495764817,"{'criterion': 'gini', 'splitter': 'random'}",0.2916666666666667,0.3333333333333333,0.3157894736842105,0.25,0.5454545454545454,0.3472488038277512,0.10297140341212298,4,0.4666666666666667,0.26666666666666666,0.4,0.26666666666666666,0.4,0.36,0.08,2,0.35897435897435903,0.2962962962962963,0.35294117647058826,0.2580645161290323,0.4615384615384615,0.34556296188174745,0.06894606948937508,4,DecisionTreeClassifier,,,gini,random,,,,,,, -0.0023502349853515626,7.249110526421006e-05,0.004117584228515625,0.00023597786929795223,"{'criterion': 'entropy', 'splitter': 'best'}",0.5333333333333333,0.4,0.25,0.3333333333333333,0.47368421052631576,0.39807017543859646,0.10013287570914926,1,0.5333333333333333,0.4,0.13333333333333333,0.4,0.6,0.4133333333333334,0.15999999999999998,1,0.5333333333333333,0.4000000000000001,0.1739130434782609,0.3636363636363636,0.5294117647058824,0.4000589010307681,0.13188084867353625,1,DecisionTreeClassifier,,,entropy,best,,,,,,, -0.0014196872711181641,0.00044894988518834675,0.004017353057861328,0.00036020965079796,"{'criterion': 'entropy', 'splitter': 'random'}",0.36363636363636365,0.36363636363636365,0.4117647058823529,0.3076923076923077,0.4444444444444444,0.37823483705836647,0.04671283231712552,3,0.5333333333333333,0.26666666666666666,0.4666666666666667,0.26666666666666666,0.26666666666666666,0.36,0.11623730516108462,2,0.43243243243243246,0.30769230769230765,0.43749999999999994,0.28571428571428575,0.33333333333333337,0.35933447183447187,0.06358626543836243,3,DecisionTreeClassifier,,,entropy,random,,,,,,, -0.31072053909301756,0.02017521548522757,0.02653818130493164,0.005541829205294,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'sqrt'}",0.5714285714285714,0.5,0.5555555555555556,0.5,0.5,0.5253968253968254,0.031507036890919375,8,0.5333333333333333,0.2,0.3333333333333333,0.3333333333333333,0.2,0.31999999999999995,0.12220201853215572,8,0.5517241379310344,0.28571428571428575,0.4166666666666667,0.4,0.28571428571428575,0.3879638752052545,0.09868748582055549,8,RandomForestClassifier,,,gini,,balanced,sqrt,,,,, -0.32317047119140624,0.014576726188200094,0.028323793411254884,0.0031619496465637004,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'log2'}",0.5714285714285714,0.5714285714285714,0.6666666666666666,0.5714285714285714,0.7142857142857143,0.619047619047619,0.06023386019368343,2,0.5333333333333333,0.26666666666666666,0.5333333333333333,0.26666666666666666,0.3333333333333333,0.38666666666666666,0.12220201853215575,4,0.5517241379310344,0.36363636363636365,0.5925925925925926,0.36363636363636365,0.4545454545454545,0.4652269824683618,0.09429651027854194,3,RandomForestClassifier,,,gini,,balanced,log2,,,,, -0.3879354953765869,0.0286110667903291,0.03559274673461914,0.010285561625150612,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.6428571428571429,0.5714285714285714,0.6153846153846154,0.5555555555555556,0.7142857142857143,0.61990231990232,0.056472593457928204,1,0.6,0.26666666666666666,0.5333333333333333,0.3333333333333333,0.3333333333333333,0.4133333333333333,0.12927146286443542,1,0.6206896551724138,0.36363636363636365,0.5714285714285715,0.4166666666666667,0.4545454545454545,0.48539334228989406,0.09613205802842206,1,RandomForestClassifier,,,entropy,,balanced,sqrt,,,,, -0.4276130676269531,0.014020298911287043,0.051064348220825194,0.01266943894333523,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'log2'}",0.6,0.5,0.5833333333333334,0.5,0.8,0.5966666666666667,0.10974718422102886,4,0.6,0.26666666666666666,0.4666666666666667,0.26666666666666666,0.26666666666666666,0.37333333333333335,0.13727506854649332,6,0.6,0.3478260869565218,0.5185185185185186,0.3478260869565218,0.4,0.4428341384863124,0.10031655550011506,6,RandomForestClassifier,,,entropy,,balanced,log2,,,,, -0.7549465656280517,0.011804790436985674,0.0360565185546875,0.009788894691181492,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'sqrt'}",0.5294117647058824,0.5,0.5833333333333334,0.5714285714285714,0.625,0.5618347338935574,0.04340245519656663,6,0.6,0.26666666666666666,0.4666666666666667,0.26666666666666666,0.3333333333333333,0.38666666666666666,0.12927146286443544,4,0.5625,0.3478260869565218,0.5185185185185186,0.36363636363636365,0.43478260869565216,0.44545271556141125,0.08411587673182955,5,RandomForestClassifier,,,gini,,balanced_subsample,sqrt,,,,, -0.6862108707427979,0.07134610473966288,0.03150873184204102,0.0049375278019695296,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'log2'}",0.5625,0.5714285714285714,0.5454545454545454,0.5555555555555556,0.5,0.5469877344877345,0.024986357519426967,7,0.6,0.26666666666666666,0.4,0.3333333333333333,0.2,0.36,0.13727506854649332,7,0.5806451612903225,0.36363636363636365,0.4615384615384615,0.4166666666666667,0.28571428571428575,0.42164018776922,0.09873143798188326,7,RandomForestClassifier,,,gini,,balanced_subsample,log2,,,,, -0.5513820171356201,0.06665292748259573,0.026093339920043944,0.000683331931694923,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.5625,0.5714285714285714,0.6666666666666666,0.5714285714285714,0.7142857142857143,0.6172619047619048,0.06173281982125797,3,0.6,0.26666666666666666,0.5333333333333333,0.26666666666666666,0.3333333333333333,0.39999999999999997,0.1398411797560202,2,0.5806451612903225,0.36363636363636365,0.5925925925925926,0.36363636363636365,0.4545454545454545,0.47101118714021945,0.10013138592326631,2,RandomForestClassifier,,,entropy,,balanced_subsample,sqrt,,,,, -0.3523715019226074,0.06462733388530703,0.01404585838317871,0.0023050098147952064,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'log2'}",0.6,0.5714285714285714,0.6153846153846154,0.5,0.625,0.5823626373626374,0.04499473328543156,5,0.6,0.26666666666666666,0.5333333333333333,0.26666666666666666,0.3333333333333333,0.39999999999999997,0.1398411797560202,2,0.6,0.36363636363636365,0.5714285714285715,0.3478260869565218,0.43478260869565216,0.4635347261434218,0.10436350807727082,4,RandomForestClassifier,,,entropy,,balanced_subsample,log2,,,,, -0.011694812774658203,0.0019468748740843617,0.004141044616699219,0.000581794787124195,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5833333333333334,0.6,0.75,0.3333333333333333,0.8333333333333334,0.62,0.1710750322714179,23,0.4666666666666667,0.2,0.4,0.2,0.3333333333333333,0.32,0.10666666666666667,66,0.5185185185185186,0.3,0.5217391304347827,0.25,0.47619047619047616,0.4132896250287555,0.11514249702516302,52,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,lbfgs -0.5107909202575683,0.08477202442667298,0.01066446304321289,0.005730937766374457,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.45454545454545453,0.5,0.875,0.42857142857142855,0.8,0.6116233766233765,0.18734687906382907,33,0.3333333333333333,0.2,0.4666666666666667,0.2,0.26666666666666666,0.29333333333333333,0.09977753031397177,89,0.3846153846153846,0.28571428571428575,0.608695652173913,0.27272727272727276,0.4,0.39035051904617124,0.1204861575540276,79,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,sgd -0.3672015190124512,0.07591106684799753,0.010279989242553711,0.005714627341699209,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5833333333333334,0.6,0.8333333333333334,0.3333333333333333,0.8333333333333334,0.6366666666666667,0.18630918149976164,14,0.4666666666666667,0.2,0.3333333333333333,0.2,0.3333333333333333,0.30666666666666664,0.09977753031397177,86,0.5185185185185186,0.3,0.47619047619047616,0.25,0.47619047619047616,0.4041798941798942,0.10776758230498809,69,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,adam -0.01365361213684082,0.007969570222678617,0.006036949157714844,0.005649026511104825,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5833333333333334,0.6,0.75,0.3333333333333333,0.8333333333333334,0.62,0.1710750322714179,23,0.4666666666666667,0.2,0.4,0.2,0.3333333333333333,0.32,0.10666666666666667,66,0.5185185185185186,0.3,0.5217391304347827,0.25,0.47619047619047616,0.4132896250287555,0.11514249702516302,52,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,lbfgs -0.18364953994750977,0.11372473931797783,0.007917976379394532,0.004911882000810184,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.06666666666666667,0.08045977011494253,0.13861386138613863,0.3157894736842105,0.12030595437039167,0.10722630276631417,99,0.0,0.26666666666666666,0.4666666666666667,0.9333333333333333,0.4,0.4133333333333334,0.30521395046025596,34,0.0,0.10666666666666667,0.13725490196078433,0.24137931034482765,0.35294117647058826,0.16764841108857337,0.1204310447504408,96,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,sgd -0.4612247943878174,0.03568025399028321,0.005510854721069336,0.0040672784911155654,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5384615384615384,0.6,0.7142857142857143,0.3333333333333333,1.0,0.6372161172161173,0.21956052511606403,13,0.4666666666666667,0.2,0.3333333333333333,0.2,0.3333333333333333,0.30666666666666664,0.09977753031397177,86,0.5,0.3,0.4545454545454545,0.25,0.5,0.4009090909090909,0.10532907896698356,72,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,adam -0.020416975021362305,0.004427596273067282,0.00775599479675293,0.005131685184253873,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5833333333333334,0.6,0.75,0.3333333333333333,0.8333333333333334,0.62,0.1710750322714179,23,0.4666666666666667,0.2,0.4,0.2,0.3333333333333333,0.32,0.10666666666666667,66,0.5185185185185186,0.3,0.5217391304347827,0.25,0.47619047619047616,0.4132896250287555,0.11514249702516302,52,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,lbfgs -0.5122301578521729,0.03493427789213279,0.009711742401123047,0.005044508964977386,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5454545454545454,0.6666666666666666,0.8571428571428571,0.3333333333333333,0.6666666666666666,0.6138528138528139,0.17212678660392083,31,0.4,0.26666666666666666,0.4,0.2,0.26666666666666666,0.3066666666666667,0.08,82,0.4615384615384615,0.3809523809523809,0.5454545454545455,0.25,0.3809523809523809,0.40377955377955377,0.09807976905642969,70,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,sgd -0.4698277473449707,0.026979662201248672,0.011909866333007812,0.004101069470882286,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5384615384615384,0.5,0.75,0.3333333333333333,0.8,0.5843589743589744,0.17098238794923631,46,0.4666666666666667,0.2,0.4,0.2,0.26666666666666666,0.3066666666666667,0.10832051206181281,82,0.5,0.28571428571428575,0.5217391304347827,0.25,0.4,0.39149068322981373,0.1095624004933591,78,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,adam -0.028010988235473634,0.007429983726073301,0.010275793075561524,0.005627174334174268,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5384615384615384,0.6,0.75,0.3333333333333333,0.8333333333333334,0.611025641025641,0.17391648225740125,34,0.4666666666666667,0.2,0.4,0.2,0.3333333333333333,0.32,0.10666666666666667,66,0.5,0.3,0.5217391304347827,0.25,0.47619047619047616,0.4095859213250518,0.1119517352280867,61,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,lbfgs -0.4238867282867432,0.013211439535681282,0.007747459411621094,0.004999590275458137,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6,0.5714285714285714,0.75,0.42857142857142855,1.0,0.6699999999999999,0.19401241281559956,9,0.4,0.26666666666666666,0.4,0.2,0.26666666666666666,0.3066666666666667,0.08,82,0.48,0.36363636363636365,0.5217391304347827,0.27272727272727276,0.4210526315789474,0.41183107967547333,0.08773188485494168,58,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,sgd -0.3170133590698242,0.039087303428496,0.009066486358642578,0.0073471867380853675,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5384615384615384,0.6,0.8571428571428571,0.3333333333333333,0.8333333333333334,0.6324542124542125,0.19503774365673548,17,0.4666666666666667,0.2,0.4,0.2,0.3333333333333333,0.32,0.10666666666666667,66,0.5,0.3,0.5454545454545455,0.25,0.47619047619047616,0.4143290043290044,0.11699180452511777,48,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,adam -0.026091670989990233,0.0021810620415744063,0.013588809967041015,8.457894977168021e-05,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5384615384615384,0.6,0.75,0.3333333333333333,0.8333333333333334,0.611025641025641,0.17391648225740125,34,0.4666666666666667,0.2,0.4,0.2,0.3333333333333333,0.32,0.10666666666666667,66,0.5,0.3,0.5217391304347827,0.25,0.47619047619047616,0.4095859213250518,0.1119517352280867,61,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,lbfgs -0.48617963790893554,0.20075351903073096,0.007234048843383789,0.004573399635215911,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.25,0.05405405405405406,0.0,0.07692307692307693,0.06060606060606061,0.08831663831663832,0.08486807655110154,100,0.6,0.26666666666666666,0.0,0.2,0.13333333333333333,0.24,0.20044395171163876,97,0.35294117647058826,0.0898876404494382,0.0,0.1111111111111111,0.08333333333333333,0.12745465227289418,0.1189234572998773,97,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,sgd -0.34554457664489746,0.05846988554675091,0.00549921989440918,0.004098165280321419,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5384615384615384,0.6,0.8571428571428571,0.3333333333333333,0.8333333333333334,0.6324542124542125,0.19503774365673548,17,0.4666666666666667,0.2,0.4,0.2,0.3333333333333333,0.32,0.10666666666666667,66,0.5,0.3,0.5454545454545455,0.25,0.47619047619047616,0.4143290043290044,0.11699180452511777,48,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,adam -0.02818760871887207,0.0053341192069842345,0.01121826171875,0.003910681688662237,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5384615384615384,0.6,0.75,0.3333333333333333,0.8333333333333334,0.611025641025641,0.17391648225740125,34,0.4666666666666667,0.2,0.4,0.2,0.3333333333333333,0.32,0.10666666666666667,66,0.5,0.3,0.5217391304347827,0.25,0.47619047619047616,0.4095859213250518,0.1119517352280867,61,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,lbfgs -0.5694139003753662,0.02037898106474331,0.012176799774169921,0.004328704666572988,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6,0.5714285714285714,0.75,0.4,1.0,0.6642857142857143,0.2013221603423179,10,0.4,0.26666666666666666,0.4,0.26666666666666666,0.26666666666666666,0.32,0.06531972647421809,66,0.48,0.36363636363636365,0.5217391304347827,0.32,0.4210526315789474,0.4212856251300188,0.07364856283611279,42,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,sgd -0.31092028617858886,0.017137550541724757,0.01204061508178711,0.004356881939872777,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5384615384615384,0.6,0.7142857142857143,0.3333333333333333,0.8333333333333334,0.6038827838827839,0.1687177419481841,41,0.4666666666666667,0.2,0.3333333333333333,0.2,0.3333333333333333,0.30666666666666664,0.09977753031397177,86,0.5,0.3,0.4545454545454545,0.25,0.47619047619047616,0.39614718614718614,0.10119878892633012,76,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,adam -0.06919970512390136,0.006491792256010647,0.007746315002441407,0.005113885259199947,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5833333333333334,0.6,0.75,0.3333333333333333,0.8333333333333334,0.62,0.1710750322714179,23,0.4666666666666667,0.2,0.4,0.2,0.3333333333333333,0.32,0.10666666666666667,66,0.5185185185185186,0.3,0.5217391304347827,0.25,0.47619047619047616,0.4132896250287555,0.11514249702516302,52,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,lbfgs -0.5239383697509765,0.07485867214813363,0.00984344482421875,0.007907661299243226,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5454545454545454,0.5714285714285714,0.75,0.5,0.8,0.6333766233766234,0.11892984335486002,16,0.4,0.26666666666666666,0.4,0.26666666666666666,0.26666666666666666,0.32,0.06531972647421809,66,0.4615384615384615,0.36363636363636365,0.5217391304347827,0.3478260869565218,0.4,0.4189480085132259,0.06458590286789608,43,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,sgd -0.24948554039001464,0.07319426953303101,0.005742168426513672,0.003990456749864776,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5384615384615384,0.6,0.75,0.3333333333333333,0.8333333333333334,0.611025641025641,0.17391648225740125,34,0.4666666666666667,0.2,0.4,0.2,0.3333333333333333,0.32,0.10666666666666667,66,0.5,0.3,0.5217391304347827,0.25,0.47619047619047616,0.4095859213250518,0.1119517352280867,61,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,adam -0.0695408821105957,0.00737358355168849,0.007850217819213866,0.004931597691303476,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5833333333333334,0.6,0.75,0.3333333333333333,0.8333333333333334,0.62,0.1710750322714179,23,0.4666666666666667,0.2,0.4,0.2,0.3333333333333333,0.32,0.10666666666666667,66,0.5185185185185186,0.3,0.5217391304347827,0.25,0.47619047619047616,0.4132896250287555,0.11514249702516302,52,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,lbfgs -1.606672430038452,1.0145528809155377,0.007795858383178711,0.005071218804600002,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.3111111111111111,0.10476190476190476,0.3333333333333333,0.26666666666666666,0.0,0.20317460317460317,0.12929640791032626,95,0.9333333333333333,0.7333333333333333,0.2,0.26666666666666666,0.0,0.42666666666666664,0.3492213560989012,31,0.4666666666666667,0.18333333333333335,0.25,0.26666666666666666,0.0,0.23333333333333334,0.1501850710142508,92,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,sgd -0.2523351192474365,0.026200585595909216,0.013450193405151366,0.005398270556281721,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5833333333333334,0.6,0.8571428571428571,0.3333333333333333,0.8333333333333334,0.6414285714285715,0.19150673599634238,12,0.4666666666666667,0.2,0.4,0.2,0.3333333333333333,0.32,0.10666666666666667,66,0.5185185185185186,0.3,0.5454545454545455,0.25,0.47619047619047616,0.4180327080327081,0.11990226010578778,44,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,adam -0.07674522399902343,0.015273346033470168,0.008441591262817382,0.0049117068713131875,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5833333333333334,0.6,0.75,0.3333333333333333,0.8333333333333334,0.62,0.1710750322714179,23,0.4666666666666667,0.2,0.4,0.2,0.3333333333333333,0.32,0.10666666666666667,66,0.5185185185185186,0.3,0.5217391304347827,0.25,0.47619047619047616,0.4132896250287555,0.11514249702516302,52,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,lbfgs -0.7355949401855468,0.1008512462612424,0.003632926940917969,0.00017647218193937296,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.6666666666666666,1.0,0.375,1.0,0.7083333333333333,0.2554951619459315,3,0.4,0.26666666666666666,0.4,0.2,0.26666666666666666,0.3066666666666667,0.08,82,0.4444444444444445,0.3809523809523809,0.5714285714285715,0.26086956521739135,0.4210526315789474,0.4157495187243471,0.10028572182953382,46,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,sgd -0.2532090663909912,0.024223852271308462,0.008935499191284179,0.006463210062914234,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5384615384615384,0.6,0.8571428571428571,0.3333333333333333,0.8333333333333334,0.6324542124542125,0.19503774365673548,17,0.4666666666666667,0.2,0.4,0.2,0.3333333333333333,0.32,0.10666666666666667,66,0.5,0.3,0.5454545454545455,0.25,0.47619047619047616,0.4143290043290044,0.11699180452511777,48,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,adam -0.1632103443145752,0.050751796920455804,0.007934236526489257,0.005479852215759632,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.38095238095238093,0.4666666666666667,0.5384615384615384,0.4,0.4,0.4372161172161172,0.0584014673886622,72,0.5333333333333333,0.4666666666666667,0.4666666666666667,0.4,0.4,0.4533333333333333,0.04988876515698587,20,0.4444444444444444,0.4666666666666667,0.5,0.4000000000000001,0.4000000000000001,0.44222222222222224,0.03874576838702818,32,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,lbfgs -0.8990109443664551,0.055379110854570986,0.009854650497436524,0.005260647577627116,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,sgd -0.6961609840393066,0.10895907768284455,0.007891130447387696,0.004946819419183901,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.0,0.0,1.0,0.0,1.0,0.4,0.48989794855663565,85,0.0,0.0,0.26666666666666666,0.0,0.06666666666666667,0.06666666666666667,0.10327955589886445,102,0.0,0.0,0.4210526315789474,0.0,0.125,0.10921052631578947,0.16326397230785367,99,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,adam -0.15214147567749023,0.04215372729616376,0.007659196853637695,0.005113691586526224,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5714285714285714,0.42857142857142855,0.42857142857142855,0.3333333333333333,0.46153846153846156,0.4446886446886447,0.07650681020104133,71,0.8,0.4,0.4,0.26666666666666666,0.4,0.4533333333333333,0.1808621328833405,20,0.6666666666666666,0.4137931034482759,0.4137931034482759,0.2962962962962963,0.42857142857142855,0.4438241196861886,0.12121025359078468,31,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,lbfgs -0.14297018051147461,0.08522369559610375,0.007607364654541015,0.005055101707890677,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.1,0.09523809523809523,0.0,0.10067114093959731,0.05918184723553851,0.04835807728106584,102,0.0,1.0,0.9333333333333333,0.0,1.0,0.5866666666666667,0.4796294866294653,2,0.0,0.18181818181818182,0.17283950617283952,0.0,0.18292682926829268,0.10751690345186282,0.08785687037506586,100,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,sgd -0.7239033222198487,0.08412144076314285,0.0077550411224365234,0.005045234118429448,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.0,0.0,0.42857142857142855,1.0,0.38571428571428573,0.37142857142857144,90,0.13333333333333333,0.0,0.0,0.2,0.26666666666666666,0.12000000000000002,0.10666666666666667,100,0.2105263157894737,0.0,0.0,0.27272727272727276,0.4210526315789474,0.18086124401913878,0.1627469603697408,95,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,adam -0.14185166358947754,0.034851404939776384,0.009864616394042968,0.005239431100070604,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5238095238095238,0.2857142857142857,0.35714285714285715,0.5,0.3076923076923077,0.3948717948717949,0.0986062624680617,87,0.7333333333333333,0.26666666666666666,0.3333333333333333,0.4,0.26666666666666666,0.4,0.17384539747207062,43,0.611111111111111,0.2758620689655172,0.3448275862068965,0.4444444444444445,0.28571428571428575,0.39239189928845103,0.12471506689204251,77,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,lbfgs -0.9860326290130615,0.11184716499020936,0.006099987030029297,0.004506019239144378,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,sgd -0.7548123836517334,0.0912020468083747,0.005414581298828125,0.003568757787999239,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.0,0.5714285714285714,1.0,0.0,1.0,0.5142857142857142,0.44812534689594635,51,0.0,0.26666666666666666,0.3333333333333333,0.0,0.26666666666666666,0.17333333333333334,0.14360439485692011,99,0.0,0.36363636363636365,0.5,0.0,0.4210526315789474,0.25693779904306224,0.21421090571339707,89,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,adam -0.14641966819763183,0.03645698016101323,0.005762958526611328,0.004167381195630184,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.4,0.38095238095238093,0.35714285714285715,0.36363636363636365,0.40034632034632034,0.052002424647195386,84,0.6666666666666666,0.26666666666666666,0.5333333333333333,0.3333333333333333,0.26666666666666666,0.4133333333333334,0.16,34,0.5714285714285715,0.32,0.4444444444444444,0.3448275862068965,0.30769230769230765,0.39767858195444405,0.099298362663474,75,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,lbfgs -1.5197336673736572,0.14790230657829342,0.005914306640625,0.004344471783965287,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,1.0,1.0,0.0,1.0,0.7333333333333333,0.38873012632302,2,0.13333333333333333,0.06666666666666667,0.2,0.0,0.13333333333333333,0.10666666666666666,0.0679869268479038,101,0.2222222222222222,0.125,0.33333333333333337,0.0,0.23529411764705882,0.1831699346405229,0.11289466256536194,94,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,sgd -0.7029927730560303,0.07926302484185083,0.005784416198730468,0.0041486083664066895,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5454545454545454,0.5555555555555556,0.7,0.42857142857142855,0.8,0.6059163059163059,0.12974070832017975,40,0.4,0.3333333333333333,0.4666666666666667,0.2,0.26666666666666666,0.33333333333333337,0.09428090415820634,62,0.4615384615384615,0.4166666666666667,0.56,0.27272727272727276,0.4,0.4221864801864802,0.09316856510477245,41,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,adam -0.12780799865722656,0.011806169057051338,0.005852222442626953,0.004049931293313451,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.36,0.4666666666666667,0.6470588235294118,0.3333333333333333,0.5555555555555556,0.4725228758169934,0.1178360254361867,61,0.6,0.4666666666666667,0.7333333333333333,0.2,0.3333333333333333,0.4666666666666666,0.18856180831641264,18,0.45,0.4666666666666667,0.6875,0.25,0.4166666666666667,0.4541666666666667,0.13979151142564653,23,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,lbfgs -0.6253150939941406,0.32256805728865695,0.0037345409393310545,2.3239831888964404e-05,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,1.0,0.2,0.4,96,0.0,0.0,0.0,0.0,0.06666666666666667,0.013333333333333332,0.026666666666666665,104,0.0,0.0,0.0,0.0,0.125,0.025,0.05,104,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,sgd -0.6317125797271729,0.04547158647171995,0.010082197189331055,0.005126704554300937,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.5555555555555556,0.7,0.42857142857142855,0.8,0.6168253968253967,0.12644966892195153,30,0.4,0.3333333333333333,0.4666666666666667,0.2,0.26666666666666666,0.33333333333333337,0.09428090415820634,62,0.48,0.4166666666666667,0.56,0.27272727272727276,0.4,0.42587878787878786,0.09500270161931113,40,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,adam -0.13880257606506347,0.015584608678969762,0.00989236831665039,0.005037475402685749,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.43478260869565216,0.4166666666666667,0.6,0.4166666666666667,0.36363636363636365,0.44635046113306986,0.08043117957182537,70,0.6666666666666666,0.3333333333333333,0.6,0.3333333333333333,0.26666666666666666,0.44000000000000006,0.16110727964792762,26,0.5263157894736841,0.3703703703703704,0.6,0.3703703703703704,0.30769230769230765,0.4349497675813465,0.1096583670893918,34,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,lbfgs -1.7169581413269044,0.1962527484576347,0.008088970184326172,0.004987444326795123,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5,1.0,1.0,0.0,1.0,0.7,0.4,5,0.06666666666666667,0.06666666666666667,0.06666666666666667,0.0,0.06666666666666667,0.05333333333333333,0.02666666666666667,103,0.11764705882352941,0.125,0.125,0.0,0.125,0.0985294117647059,0.04934694628106623,101,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,sgd -0.6131036758422852,0.07106010348938051,0.006139230728149414,0.003975870908378048,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.625,0.7,0.42857142857142855,0.8,0.6307142857142857,0.12271586561431,20,0.4,0.3333333333333333,0.4666666666666667,0.2,0.26666666666666666,0.33333333333333337,0.09428090415820634,62,0.48,0.43478260869565216,0.56,0.27272727272727276,0.4,0.429501976284585,0.09492770296560621,37,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,adam -0.9630056381225586,0.2987356059885528,0.0063956260681152345,0.004456208899527811,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.34782608695652173,0.5,0.375,0.2777777777777778,0.625,0.4251207729468599,0.12308949804103375,77,0.5333333333333333,0.4,0.4,0.3333333333333333,0.3333333333333333,0.4,0.07302967433402216,43,0.4210526315789474,0.4444444444444445,0.38709677419354843,0.303030303030303,0.43478260869565216,0.39808135238857906,0.0513411358062366,74,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,lbfgs -0.5413596630096436,0.04975094078981577,0.006213617324829101,0.004134938887241808,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,sgd -4.265212059020996,3.9041568745747752,0.008333778381347657,0.005083112624000726,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.4166666666666667,0.6666666666666666,0.4444444444444444,0.4166666666666667,0.5088888888888887,0.10426698872736088,54,0.6,0.3333333333333333,0.6666666666666666,0.26666666666666666,0.3333333333333333,0.44000000000000006,0.16110727964792762,26,0.6,0.3703703703703704,0.6666666666666666,0.33333333333333337,0.3703703703703704,0.4681481481481481,0.13717910553683008,13,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,adam -0.8415775775909424,0.1040763727378065,0.008376359939575195,0.0051158267792075305,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.391304347826087,0.46153846153846156,0.3333333333333333,0.5,0.35294117647058826,0.407823463833694,0.06358544015713277,82,0.6,0.4,0.3333333333333333,0.3333333333333333,0.4,0.4133333333333333,0.09797958971132713,39,0.47368421052631576,0.42857142857142855,0.3333333333333333,0.4,0.37500000000000006,0.40211779448621554,0.04752411722170941,71,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,lbfgs -1.10941424369812,0.2681707531490776,0.008316755294799805,0.005090469835198357,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.10067114093959731,0.0,0.0,0.10067114093959731,0.0,0.040268456375838924,0.04931858542516466,104,1.0,0.0,0.0,1.0,0.0,0.4,0.48989794855663565,43,0.18292682926829268,0.0,0.0,0.18292682926829268,0.0,0.07317073170731707,0.08961547839450651,103,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,sgd -2.5960583686828613,0.6685854361458738,0.006048727035522461,0.003974146942161378,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.45454545454545453,0.6923076923076923,0.5,0.8333333333333334,0.596037296037296,0.14425232350539408,44,0.4666666666666667,0.3333333333333333,0.6,0.3333333333333333,0.3333333333333333,0.4133333333333333,0.10666666666666667,39,0.4827586206896552,0.3846153846153846,0.6428571428571429,0.4,0.47619047619047616,0.47728432487053174,0.09165797492240763,8,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,adam -0.9159189701080322,0.21986166543274804,0.006311655044555664,0.004250854614213301,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4,0.5714285714285714,0.47619047619047616,0.4166666666666667,0.4444444444444444,0.4617460317460317,0.06063492063492062,64,0.5333333333333333,0.26666666666666666,0.6666666666666666,0.3333333333333333,0.26666666666666666,0.4133333333333334,0.16,34,0.4571428571428572,0.36363636363636365,0.5555555555555556,0.3703703703703704,0.33333333333333337,0.41600769600769605,0.0810262658343487,45,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,lbfgs -0.8371885299682618,0.057512541020841135,0.008234167098999023,0.005073009505031758,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,sgd -2.288146209716797,0.7223513028420363,0.011088180541992187,0.006155163454976432,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.4166666666666667,0.6666666666666666,0.4444444444444444,0.875,0.5805555555555555,0.1708728499914411,47,0.5333333333333333,0.3333333333333333,0.6666666666666666,0.26666666666666666,0.4666666666666667,0.4533333333333333,0.14236104336041747,20,0.5161290322580646,0.3703703703703704,0.6666666666666666,0.33333333333333337,0.608695652173913,0.49903901096046965,0.1299458882896215,1,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,adam -0.22056913375854492,0.043486835636493845,0.005771064758300781,0.004190025743787269,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.35294117647058826,0.5833333333333334,0.3333333333333333,0.35714285714285715,0.4253501400560224,0.09888748668775607,76,0.7333333333333333,0.4,0.4666666666666667,0.5333333333333333,0.3333333333333333,0.49333333333333335,0.13727506854649332,6,0.5945945945945945,0.37500000000000006,0.5185185185185186,0.4102564102564102,0.3448275862068965,0.44863942191528394,0.09365780037039009,26,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,lbfgs -0.7068785667419434,0.08851942751851936,0.009764003753662109,0.00500155919838814,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.45454545454545453,0.8571428571428571,0.3333333333333333,0.8,0.5890043290043291,0.2038558613240572,45,0.4,0.3333333333333333,0.4,0.26666666666666666,0.5333333333333333,0.3866666666666666,0.08844332774281066,54,0.4444444444444445,0.3846153846153846,0.5454545454545455,0.2962962962962963,0.64,0.4621621341621342,0.12033521792875605,19,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,sgd -0.8717723846435547,0.24343451903016433,0.00822601318359375,0.005372892075405177,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6153846153846154,0.42857142857142855,0.75,0.3333333333333333,0.875,0.6004578754578754,0.19942893689432828,43,0.5333333333333333,0.2,0.6,0.2,0.4666666666666667,0.4,0.16865480854231357,43,0.5714285714285715,0.27272727272727276,0.6666666666666665,0.25,0.608695652173913,0.47390363259928475,0.17631922980777476,11,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,adam -0.10970087051391601,0.016796544234958938,0.008904743194580077,0.006604947189118646,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5714285714285714,0.5,0.5454545454545454,0.3157894736842105,0.2,0.4265345181134655,0.14430231417426567,75,0.5333333333333333,0.4666666666666667,0.4,0.4,0.2,0.39999999999999997,0.11155467020454339,49,0.5517241379310344,0.4827586206896552,0.4615384615384615,0.35294117647058826,0.20000000000000004,0.40979247932594787,0.12279353011711748,60,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,lbfgs -0.1823948383331299,0.17408275077962332,0.007274150848388672,0.005780755003168205,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.3142857142857143,0.13636363636363635,0.38461538461538464,0.1048951048951049,0.10714285714285714,0.20946053946053947,0.11697310162719003,94,0.7333333333333333,0.2,0.6666666666666666,1.0,0.2,0.56,0.31439536326804257,3,0.44,0.16216216216216214,0.4878048780487804,0.18987341772151897,0.13953488372093023,0.2838750683306783,0.14862489180404495,88,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,sgd -0.8465762138366699,0.05159628964156013,0.009871149063110351,0.005003236796254133,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.375,0.7272727272727273,0.5714285714285714,0.875,0.6297402597402597,0.16663868601915924,21,0.6,0.2,0.5333333333333333,0.26666666666666666,0.4666666666666667,0.4133333333333334,0.154344492037203,34,0.6,0.26086956521739135,0.6153846153846153,0.36363636363636365,0.608695652173913,0.4897172392824567,0.1485786556613904,4,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,adam -0.18740429878234863,0.05574404966440267,0.006957721710205078,0.005600230486220833,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.391304347826087,0.43478260869565216,0.5333333333333333,0.3181818181818182,0.2727272727272727,0.39006587615283267,0.09106300007423333,89,0.6,0.6666666666666666,0.5333333333333333,0.4666666666666667,0.2,0.49333333333333335,0.16110727964792762,6,0.47368421052631576,0.5263157894736841,0.5333333333333333,0.3783783783783784,0.23076923076923075,0.42849618849618853,0.11332184547646514,39,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,lbfgs -0.7701693534851074,0.06525811827335841,0.009965038299560547,0.005131233780027564,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.5,0.8888888888888888,0.375,0.6363636363636364,0.580050505050505,0.17516517486609254,48,0.4,0.4,0.5333333333333333,0.2,0.4666666666666667,0.4,0.1115546702045434,43,0.4444444444444445,0.4444444444444445,0.6666666666666667,0.26086956521739135,0.5384615384615385,0.47097733184689716,0.13296743641243355,12,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,sgd -0.7743604183197021,0.08064860218633746,0.009742021560668945,0.005091736617189058,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6923076923076923,0.375,0.6666666666666666,0.4444444444444444,0.8333333333333334,0.6023504273504273,0.16864430453982718,42,0.6,0.2,0.5333333333333333,0.26666666666666666,0.3333333333333333,0.38666666666666666,0.154344492037203,52,0.6428571428571429,0.26086956521739135,0.5925925925925926,0.33333333333333337,0.47619047619047616,0.4611686220381873,0.14626702153075496,20,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,adam -0.09362411499023438,0.0060944143644881335,0.007798671722412109,0.005039658714623182,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4,0.3333333333333333,0.5555555555555556,0.4,0.42857142857142855,0.4234920634920635,0.07307382103555078,79,0.5333333333333333,0.26666666666666666,0.6666666666666666,0.4,0.2,0.4133333333333334,0.17074997966487596,34,0.4571428571428572,0.2962962962962963,0.606060606060606,0.4000000000000001,0.27272727272727276,0.4064454064454065,0.12039216622403999,68,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,lbfgs -0.8377111911773681,0.03880483474485375,0.007890892028808594,0.004987977940078706,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5384615384615384,0.625,0.7,0.4444444444444444,0.8,0.6215811965811966,0.12351580699111916,22,0.4666666666666667,0.3333333333333333,0.4666666666666667,0.26666666666666666,0.26666666666666666,0.36,0.09043106644167025,57,0.5,0.43478260869565216,0.56,0.33333333333333337,0.4,0.44562318840579707,0.07854539796902808,29,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,sgd -4.646135425567627,0.20549218949761403,0.007156944274902344,0.00422487666635176,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5263157894736842,0.4,0.6,0.45454545454545453,0.375,0.47117224880382774,0.08273867328276487,62,0.6666666666666666,0.26666666666666666,0.6,0.3333333333333333,0.2,0.4133333333333333,0.18571184369578825,39,0.5882352941176471,0.32,0.6,0.3846153846153846,0.26086956521739135,0.43074404879008465,0.1390686934898375,36,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,adam -0.10157971382141114,0.019799713175945755,0.009197092056274414,0.0062590898652805605,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.46153846153846156,0.46153846153846156,0.5333333333333333,0.4166666666666667,0.4166666666666667,0.457948717948718,0.042701354242867806,68,0.8,0.4,0.5333333333333333,0.3333333333333333,0.3333333333333333,0.4800000000000001,0.1758787461103056,9,0.5853658536585367,0.42857142857142855,0.5333333333333333,0.3703703703703704,0.3703703703703704,0.45760227126080794,0.08731589276060531,21,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,lbfgs -0.3867168426513672,0.2793265696840956,0.010578298568725586,0.005500541666285879,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.13636363636363635,0.13953488372093023,0.06557377049180328,0.03125,0.3170731707317073,0.13795909226161546,0.0987049612567201,98,0.8,0.4,0.26666666666666666,0.13333333333333333,0.8666666666666667,0.49333333333333335,0.29089898972361905,6,0.23300970873786406,0.2068965517241379,0.10526315789473684,0.05063291139240506,0.4642857142857143,0.21201760880697168,0.14251148997617855,93,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,sgd -4.674845409393311,0.2888265916515099,0.0058327198028564455,0.004038277997931716,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5555555555555556,0.5,0.5454545454545454,0.625,0.45454545454545453,0.5361111111111112,0.057137709841487416,50,0.6666666666666666,0.3333333333333333,0.4,0.3333333333333333,0.3333333333333333,0.4133333333333333,0.12927146286443542,39,0.606060606060606,0.4,0.4615384615384615,0.43478260869565216,0.3846153846153846,0.4573994121820208,0.07902026231617398,22,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,adam -0.09872617721557617,0.017899488061085086,0.010291814804077148,0.005277415858896946,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6111111111111112,0.5,0.6,0.4166666666666667,0.3333333333333333,0.4922222222222222,0.10655086306432758,58,0.7333333333333333,0.4666666666666667,0.6,0.3333333333333333,0.26666666666666666,0.48,0.17074997966487596,11,0.6666666666666666,0.4827586206896552,0.6,0.3703703703703704,0.2962962962962963,0.48321839080459766,0.13781579784834985,6,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,lbfgs -1.0180179595947265,0.07484521319687716,0.0067193031311035155,0.005247918593749097,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.46153846153846156,0.5555555555555556,0.7,0.5,0.5,0.5434188034188034,0.08383286615917569,49,0.4,0.3333333333333333,0.4666666666666667,0.26666666666666666,0.2,0.33333333333333337,0.09428090415820634,62,0.42857142857142855,0.4166666666666667,0.56,0.3478260869565218,0.28571428571428575,0.4077556935817806,0.09184409843401155,67,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,sgd -4.469089841842651,0.2545088510188773,0.006064176559448242,0.003989147586431236,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.42105263157894735,0.4,0.5294117647058824,0.38461538461538464,0.4444444444444444,0.43590484506893173,0.05090544897371486,73,0.5333333333333333,0.26666666666666666,0.6,0.3333333333333333,0.26666666666666666,0.39999999999999997,0.1398411797560202,49,0.47058823529411764,0.32,0.5625,0.3571428571428571,0.33333333333333337,0.4087128851540617,0.09347786503950588,66,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,adam -0.33267927169799805,0.04701615595116178,0.008859205245971679,0.006059421324842322,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5294117647058824,0.4166666666666667,0.6428571428571429,0.3157894736842105,0.38461538461538464,0.4578680865058574,0.11540302978039266,69,0.6,0.3333333333333333,0.6,0.4,0.3333333333333333,0.4533333333333333,0.12220201853215575,20,0.5625,0.3703703703703704,0.6206896551724138,0.35294117647058826,0.3571428571428571,0.45272881183124597,0.11501105897459002,25,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,lbfgs -1.1187052726745605,0.09029669073706298,0.010056734085083008,0.004995179423894968,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5833333333333334,0.5555555555555556,0.7777777777777778,0.3333333333333333,0.8,0.61,0.16998184362011678,38,0.4666666666666667,0.3333333333333333,0.4666666666666667,0.2,0.26666666666666666,0.3466666666666666,0.10666666666666667,61,0.5185185185185186,0.4166666666666667,0.5833333333333334,0.25,0.4,0.4337037037037037,0.11380318967759917,35,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,sgd -4.849196910858154,0.3152339629613819,0.00816802978515625,0.0049136062032287585,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5454545454545454,0.5714285714285714,0.5833333333333334,0.4166666666666667,0.25,0.47337662337662334,0.1265014027539173,60,0.8,0.5333333333333333,0.4666666666666667,0.3333333333333333,0.2,0.4666666666666668,0.20221001184137471,14,0.6486486486486486,0.5517241379310344,0.5185185185185186,0.3703703703703704,0.22222222222222224,0.46229677953815884,0.14964719393092754,18,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,adam -0.3233814239501953,0.07137158250381623,0.011199140548706054,0.0063028434787827416,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4444444444444444,0.45454545454545453,0.5333333333333333,0.35294117647058826,0.3333333333333333,0.42371954842543086,0.07290292924184641,78,0.8,0.3333333333333333,0.5333333333333333,0.4,0.3333333333333333,0.48,0.17587874611030563,11,0.5714285714285714,0.3846153846153846,0.5333333333333333,0.37500000000000006,0.3333333333333333,0.4395421245421246,0.09450266202416854,33,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,lbfgs -0.9643083572387695,0.3588229520412864,0.012403440475463868,0.004112362150531184,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.23076923076923078,0.6,0.6666666666666666,0.25,0.25,0.3994871794871795,0.19222322931485522,86,0.2,0.2,0.13333333333333333,0.8,0.06666666666666667,0.28,0.26465910988372277,92,0.21428571428571427,0.3,0.2222222222222222,0.38095238095238093,0.10526315789473685,0.2445446950710109,0.09219066430253482,91,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,sgd -4.748187923431397,0.23219103020003704,0.01722102165222168,0.0043660820005977045,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5217391304347826,0.45454545454545453,0.6428571428571429,0.4,0.2727272727272727,0.4583738001129305,0.12323640593318043,67,0.8,0.3333333333333333,0.6,0.4,0.2,0.4666666666666667,0.21081851067789198,15,0.6315789473684211,0.3846153846153846,0.6206896551724138,0.4000000000000001,0.23076923076923075,0.45353064358509004,0.1528926573751569,24,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,adam -0.3020900249481201,0.024827585775462874,0.007547903060913086,0.006694602268014306,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.55,0.5,0.625,0.38461538461538464,0.375,0.48692307692307696,0.0961338440734134,59,0.7333333333333333,0.4,0.6666666666666666,0.3333333333333333,0.2,0.4666666666666667,0.20221001184137466,15,0.6285714285714286,0.4444444444444445,0.6451612903225806,0.3571428571428571,0.26086956521739135,0.4672379171397404,0.15027547367685382,15,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,lbfgs -1.4907353878021241,0.15516742032149494,0.008400583267211914,0.005125303865744484,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5833333333333334,0.5555555555555556,0.7777777777777778,0.5,0.875,0.6583333333333333,0.14315665251916806,11,0.4666666666666667,0.3333333333333333,0.4666666666666667,0.26666666666666666,0.4666666666666667,0.4,0.08432740427115679,43,0.5185185185185186,0.4166666666666667,0.5833333333333334,0.3478260869565218,0.608695652173913,0.49500805152979066,0.09907458935755406,2,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,sgd -5.418537330627442,0.34532510095215513,0.006280422210693359,0.004466816264632127,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5454545454545454,0.5333333333333333,0.5333333333333333,0.35294117647058826,0.3333333333333333,0.4596791443850267,0.09546052198968577,65,0.8,0.5333333333333333,0.5333333333333333,0.4,0.3333333333333333,0.52,0.16,4,0.6486486486486486,0.5333333333333333,0.5333333333333333,0.37500000000000006,0.3333333333333333,0.4847297297297297,0.11537375349223397,5,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,adam -0.29433789253234866,0.11438354798903608,0.008078622817993163,0.0051668608493469406,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.34782608695652173,0.38461538461538464,0.375,0.25,0.38461538461538464,0.3484113712374582,0.05101677546716716,93,0.5333333333333333,0.3333333333333333,0.4,0.2,0.3333333333333333,0.36,0.1083205120618128,57,0.4210526315789474,0.3571428571428571,0.38709677419354843,0.22222222222222224,0.3571428571428571,0.3489314684560865,0.06759902310198387,86,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,lbfgs -0.8207610607147217,0.11607703696577468,0.00572657585144043,0.0043380233697026,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.42857142857142855,0.8,1.0,0.5,0.8,0.7057142857142857,0.21142857142857144,4,0.2,0.26666666666666666,0.2,0.2,0.26666666666666666,0.22666666666666666,0.03265986323710903,98,0.27272727272727276,0.4,0.33333333333333337,0.28571428571428575,0.4,0.33835497835497846,0.054228170859069995,87,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,sgd -1.0816012859344482,0.1662919544026569,0.005684185028076172,0.004186777157367528,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5833333333333334,0.375,0.7272727272727273,0.6666666666666666,0.7142857142857143,0.6133116883116883,0.12939921838320234,32,0.4666666666666667,0.2,0.5333333333333333,0.26666666666666666,0.3333333333333333,0.36,0.12364824660660938,57,0.5185185185185186,0.26086956521739135,0.6153846153846153,0.3809523809523809,0.4545454545454545,0.44605410692367214,0.1204388344673504,28,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,adam -0.47759480476379396,0.2501320824946853,0.007637691497802734,0.004629180628105413,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3157894736842105,0.4166666666666667,0.45,0.2857142857142857,0.38461538461538464,0.3705571621361095,0.061372140085044775,91,0.4,0.3333333333333333,0.6,0.26666666666666666,0.3333333333333333,0.38666666666666666,0.11469767022723501,52,0.35294117647058826,0.3703703703703704,0.5142857142857143,0.2758620689655172,0.3571428571428571,0.37412043744700946,0.07752660722550174,82,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,lbfgs -0.20217485427856446,0.24248809866760074,0.007900571823120118,0.005257074761482388,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.030303030303030304,0.0,0.0,0.1276595744680851,0.09154929577464789,0.049902380109152655,0.0512743141406321,103,0.06666666666666667,0.0,0.0,0.4,0.8666666666666667,0.2666666666666667,0.33466401061363027,93,0.041666666666666664,0.0,0.0,0.1935483870967742,0.1656050955414013,0.08016402986096842,0.08305513651833861,102,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,sgd -0.9795821666717529,0.23336382443656095,0.01037898063659668,0.005015442559937605,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5833333333333334,0.4444444444444444,0.8888888888888888,0.6666666666666666,0.8333333333333334,0.6833333333333333,0.1625415426480866,8,0.4666666666666667,0.26666666666666666,0.5333333333333333,0.26666666666666666,0.3333333333333333,0.3733333333333333,0.10832051206181281,55,0.5185185185185186,0.33333333333333337,0.6666666666666667,0.3809523809523809,0.47619047619047616,0.4751322751322752,0.11622882724017765,9,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,adam -0.4050692081451416,0.14770267661152553,0.008684968948364258,0.004983670414159495,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.391304347826087,0.3333333333333333,0.5333333333333333,0.21428571428571427,0.3076923076923077,0.3559898072941551,0.10547403211830184,92,0.6,0.26666666666666666,0.5333333333333333,0.2,0.26666666666666666,0.3733333333333333,0.16110727964792762,55,0.47368421052631576,0.2962962962962963,0.5333333333333333,0.20689655172413796,0.28571428571428575,0.3591849355188738,0.1232740180276134,83,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,lbfgs -0.8270357608795166,0.08907249436386844,0.006020450592041015,0.004091236601258694,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6,0.5,1.0,0.6,0.75,0.6900000000000001,0.17435595774162696,7,0.4,0.2,0.3333333333333333,0.2,0.2,0.26666666666666666,0.08432740427115679,94,0.48,0.28571428571428575,0.5,0.3,0.31578947368421056,0.3763007518796993,0.09353541086117095,81,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,sgd -0.8976370334625244,0.24728080937321797,0.009231185913085938,0.005944926321425235,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5714285714285714,0.6,0.7777777777777778,0.4,0.8333333333333334,0.6365079365079365,0.15504938703930696,15,0.5333333333333333,0.2,0.4666666666666667,0.26666666666666666,0.3333333333333333,0.36,0.12364824660660938,57,0.5517241379310344,0.3,0.5833333333333334,0.32,0.47619047619047616,0.4462495894909687,0.11674004554028797,27,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,adam -0.15499086380004884,0.03919565941697425,0.010536861419677735,0.007836907795654002,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4782608695652174,0.4166666666666667,0.5384615384615384,0.3125,0.2857142857142857,0.40632067208154166,0.09601235246363028,83,0.7333333333333333,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.42666666666666664,0.16653327995729061,31,0.5789473684210527,0.3703703703703704,0.5,0.3225806451612903,0.2758620689655172,0.40955209058364617,0.11300251844041541,65,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,lbfgs -0.9523166179656982,0.026496147391420727,0.012289953231811524,0.005612600080906467,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6,0.6,1.0,0.5,0.3333333333333333,0.6066666666666667,0.21949436844205772,39,0.4,0.2,0.4,0.2,0.06666666666666667,0.2533333333333333,0.12927146286443544,95,0.48,0.3,0.5714285714285715,0.28571428571428575,0.1111111111111111,0.34965079365079366,0.16101587301587306,85,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,sgd -4.029460763931274,0.5890586241506905,0.011239099502563476,0.006204383972145936,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.46153846153846156,0.6923076923076923,0.45454545454545453,0.36363636363636365,0.4944055944055944,0.10859669296673656,57,0.6666666666666666,0.4,0.6,0.3333333333333333,0.26666666666666666,0.4533333333333333,0.154344492037203,20,0.5714285714285715,0.42857142857142855,0.6428571428571429,0.3846153846153846,0.30769230769230765,0.467032967032967,0.12286087788460387,16,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,adam -0.14192500114440917,0.021080141677636693,0.011148881912231446,0.005884380644798243,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4583333333333333,0.4,0.5714285714285714,0.3333333333333333,0.2,0.3926190476190476,0.12406658295771154,88,0.7333333333333333,0.26666666666666666,0.5333333333333333,0.26666666666666666,0.2,0.39999999999999997,0.20221001184137466,49,0.5641025641025641,0.32,0.5517241379310344,0.2962962962962963,0.20000000000000004,0.3864245996659789,0.145727736733041,80,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,lbfgs -0.27290639877319334,0.11021246352192199,0.010041141510009765,0.005402176996676368,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.10714285714285714,0.06363636363636363,0.0,0.08737864077669903,0.07272727272727272,0.06617702685663851,0.036211786086862506,101,1.0,0.4666666666666667,0.0,0.6,0.26666666666666666,0.4666666666666667,0.33466401061363027,15,0.19354838709677416,0.11199999999999999,0.0,0.15254237288135594,0.1142857142857143,0.11447529485276889,0.06451730388615355,98,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,sgd -3.5934682369232176,0.14381912671858124,0.005876064300537109,0.004129651568583032,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5238095238095238,0.46153846153846156,0.6923076923076923,0.45454545454545453,0.42857142857142855,0.5121545121545121,0.0953498060572854,53,0.7333333333333333,0.4,0.6,0.3333333333333333,0.2,0.4533333333333334,0.1904380914278093,19,0.611111111111111,0.42857142857142855,0.6428571428571429,0.3846153846153846,0.27272727272727276,0.46797646797646797,0.1397818672840698,14,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,adam -0.1270761013031006,0.02549315060415567,0.0078084468841552734,0.005078645021660691,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.55,0.4,0.5,0.35714285714285715,0.3333333333333333,0.4280952380952382,0.08346791853183043,74,0.7333333333333333,0.26666666666666666,0.5333333333333333,0.3333333333333333,0.3333333333333333,0.43999999999999995,0.17178798302300166,29,0.6285714285714286,0.32,0.5161290322580646,0.3448275862068965,0.3333333333333333,0.42857227607394466,0.12291250138236683,38,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,lbfgs -1.1241396903991698,0.14524364541713916,0.01166362762451172,0.006418926404023607,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6,0.5714285714285714,1.0,0.5,1.0,0.7342857142857142,0.21938690080517106,1,0.4,0.26666666666666666,0.3333333333333333,0.2,0.26666666666666666,0.29333333333333333,0.0679869268479038,89,0.48,0.36363636363636365,0.5,0.28571428571428575,0.4210526315789474,0.41008065618591943,0.07838195416049284,59,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,sgd -3.8978160858154296,0.27397348000910754,0.0038594722747802733,0.00019898794546734875,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.35714285714285715,0.6428571428571429,0.5,0.5714285714285714,0.5142857142857142,0.09476070829586856,51,0.7333333333333333,0.3333333333333333,0.6,0.3333333333333333,0.26666666666666666,0.4533333333333333,0.18086213288334047,20,0.5945945945945945,0.3448275862068965,0.6206896551724138,0.4,0.36363636363636365,0.4647496399220537,0.11830021985501098,17,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,adam -0.2957444667816162,0.050370272703451825,0.0068476200103759766,0.004765488795046971,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.48,0.38461538461538464,0.47368421052631576,0.375,0.5833333333333334,0.45932658569500673,0.07576798998441914,66,0.8,0.3333333333333333,0.6,0.4,0.4666666666666667,0.52,0.16546231527987812,4,0.6,0.3571428571428571,0.5294117647058824,0.38709677419354843,0.5185185185185186,0.4784339829121613,0.09169277357445228,7,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,lbfgs -1.3928987979888916,0.12654457886829856,0.009827661514282226,0.007616856313298652,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6363636363636364,0.5714285714285714,1.0,0.6,0.6666666666666666,0.6948917748917749,0.15592359687621823,6,0.4666666666666667,0.26666666666666666,0.4,0.2,0.13333333333333333,0.29333333333333333,0.12364824660660939,89,0.5384615384615385,0.36363636363636365,0.5714285714285715,0.3,0.2222222222222222,0.39914973914973917,0.13526491809689697,73,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,sgd -2.6526833057403563,0.23380802798644723,0.008476543426513671,0.005734312733865688,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5454545454545454,0.375,0.6666666666666666,0.5,0.42857142857142855,0.5031385281385281,0.10052032879194335,56,0.8,0.4,0.6666666666666666,0.3333333333333333,0.2,0.4800000000000001,0.22070593809662464,9,0.6486486486486486,0.38709677419354843,0.6666666666666666,0.4,0.27272727272727276,0.47502787244722733,0.15566386459918913,10,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,adam -0.24373116493225097,0.012323688641914526,0.013410854339599609,0.00528001466913092,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.44,0.3076923076923077,0.5,0.3076923076923077,0.5,0.41107692307692306,0.08721000973980318,81,0.7333333333333333,0.26666666666666666,0.6,0.26666666666666666,0.3333333333333333,0.44000000000000006,0.19136933459209762,26,0.5499999999999999,0.28571428571428575,0.5454545454545454,0.28571428571428575,0.4,0.41337662337662334,0.11737529851564177,51,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,lbfgs -1.3521182060241699,1.3409853756224772,0.006268930435180664,0.004497042429829126,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.07092198581560284,0.10204081632653061,0.47619047619047616,0.10067114093959731,0.11475409836065574,0.17291570352657254,0.15231782887195147,97,0.6666666666666666,1.0,0.6666666666666666,1.0,0.4666666666666667,0.76,0.20912516188477495,1,0.12820512820512822,0.1851851851851852,0.5555555555555556,0.18292682926829268,0.18421052631578946,0.2472166449059902,0.15568396082938388,90,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,sgd -3.1438222408294676,0.15876754530746917,0.009222173690795898,0.006077236548319953,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6111111111111112,0.46153846153846156,0.6153846153846154,0.46153846153846156,0.38461538461538464,0.5068376068376069,0.0913210966782433,55,0.7333333333333333,0.4,0.5333333333333333,0.4,0.3333333333333333,0.48,0.14236104336041747,11,0.6666666666666666,0.42857142857142855,0.5714285714285715,0.42857142857142855,0.3571428571428571,0.4904761904761904,0.1122840583100152,3,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,adam -0.27787489891052247,0.006061681177962995,0.003878498077392578,5.447342282060516e-05,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.47619047619047616,0.36363636363636365,0.5294117647058824,0.4166666666666667,0.2857142857142857,0.41432391138273494,0.08507389451186591,80,0.6666666666666666,0.26666666666666666,0.6,0.3333333333333333,0.26666666666666666,0.42666666666666664,0.17178798302300166,31,0.5555555555555556,0.30769230769230765,0.5625,0.3703703703703704,0.2758620689655172,0.41439606051675015,0.12196425624327031,47,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,lbfgs -1.839581298828125,0.1697851116612128,0.00827488899230957,0.004084461113022004,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6,0.5,0.8333333333333334,0.5,0.6666666666666666,0.62,0.12400716825158851,23,0.4,0.2,0.3333333333333333,0.2,0.13333333333333333,0.2533333333333333,0.09797958971132713,95,0.48,0.28571428571428575,0.47619047619047616,0.28571428571428575,0.2222222222222222,0.34996825396825393,0.10716015850903039,84,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,sgd -2.0826499462127686,0.40059812057226446,0.0035816192626953124,0.0006595753980668984,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.45454545454545453,0.42857142857142855,0.5833333333333334,0.4166666666666667,0.45454545454545453,0.4675324675324675,0.059753590331498456,63,0.6666666666666666,0.4,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.43999999999999995,0.12364824660660936,29,0.5405405405405405,0.4137931034482759,0.5185185185185186,0.3703703703703704,0.3846153846153846,0.445567583498618,0.0703151626365047,30,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,adam -0.0011035919189453125,7.02870587529443e-05,0.004092168807983398,0.0006000597387018683,{},0.6,0.5294117647058824,0.4444444444444444,0.47058823529411764,0.5333333333333333,0.5155555555555555,0.054254507881310705,1,0.6,0.6,0.26666666666666666,0.5333333333333333,0.5333333333333333,0.5066666666666666,0.12364824660660939,1,0.6,0.5625,0.33333333333333337,0.5,0.5333333333333333,0.5058333333333334,0.09233092656309692,1,GaussianNB,,,,,,,,,,, -0.01349496841430664,0.001115074574667924,0.005954456329345703,0.0007328630089982797,"{'gamma': 'scale', 'kernel': 'linear'}",0.5,0.8,0.5,0.7142857142857143,0.8,0.6628571428571428,0.13660609243293625,1,0.13333333333333333,0.26666666666666666,0.13333333333333333,0.3333333333333333,0.26666666666666666,0.22666666666666666,0.08,3,0.2105263157894737,0.4,0.2105263157894737,0.4545454545454545,0.4,0.3351196172248804,0.10366141064346031,3,SVC,scale,linear,,,,,,,,, -0.007036924362182617,0.0008477504235709509,0.007187557220458984,0.00037650774555596976,"{'gamma': 'scale', 'kernel': 'poly'}",0.5,0.5714285714285714,0.0,0.6666666666666666,0.42857142857142855,0.4333333333333333,0.23054701784590864,6,0.06666666666666667,0.26666666666666666,0.0,0.4,0.2,0.18666666666666668,0.1423610433604175,5,0.11764705882352941,0.36363636363636365,0.0,0.5,0.27272727272727276,0.2508021390374332,0.17660341784291783,5,SVC,scale,poly,,,,,,,,, -0.008582210540771485,0.0026440571990454633,0.012321138381958007,0.006314439324972526,"{'gamma': 'scale', 'kernel': 'rbf'}",0.6666666666666666,0.4,0.3333333333333333,1.0,0.5,0.58,0.23814094799322336,3,0.13333333333333333,0.13333333333333333,0.06666666666666667,0.2,0.06666666666666667,0.12,0.04988876515698589,7,0.2222222222222222,0.2,0.1111111111111111,0.33333333333333337,0.11764705882352941,0.19686274509803922,0.0811241450925539,7,SVC,scale,rbf,,,,,,,,, -0.007947444915771484,0.006218761246848916,0.009940528869628906,0.006555692300149081,"{'gamma': 'scale', 'kernel': 'sigmoid'}",0.2857142857142857,0.6923076923076923,0.2222222222222222,0.29411764705882354,0.6666666666666666,0.43220570279393805,0.20359081367137516,8,0.13333333333333333,0.6,0.13333333333333333,0.3333333333333333,0.4,0.32,0.1758787461103056,1,0.18181818181818182,0.6428571428571429,0.16666666666666669,0.3125,0.5,0.3607683982683983,0.18492593068262114,2,SVC,scale,sigmoid,,,,,,,,, -0.014411115646362304,0.006907496709332227,0.014104652404785156,0.014338499741256297,"{'gamma': 'auto', 'kernel': 'linear'}",0.5,0.8,0.5,0.7142857142857143,0.8,0.6628571428571428,0.13660609243293625,1,0.13333333333333333,0.26666666666666666,0.13333333333333333,0.3333333333333333,0.26666666666666666,0.22666666666666666,0.08,3,0.2105263157894737,0.4,0.2105263157894737,0.4545454545454545,0.4,0.3351196172248804,0.10366141064346031,3,SVC,auto,linear,,,,,,,,, -0.009707403182983399,0.0046972171796539515,0.010764074325561524,0.0065697488181094355,"{'gamma': 'auto', 'kernel': 'poly'}",0.5,0.5,0.0,0.6666666666666666,0.5,0.4333333333333333,0.2260776661041756,6,0.06666666666666667,0.2,0.0,0.4,0.2,0.17333333333333334,0.13727506854649335,6,0.11764705882352941,0.28571428571428575,0.0,0.5,0.28571428571428575,0.23781512605042016,0.16989759602795432,6,SVC,auto,poly,,,,,,,,, -0.0217867374420166,0.0032077044328532663,0.009220504760742187,0.0046812198211701826,"{'gamma': 'auto', 'kernel': 'rbf'}",0.6666666666666666,0.4,0.25,1.0,0.5,0.5633333333333332,0.2569911368986184,4,0.13333333333333333,0.13333333333333333,0.06666666666666667,0.2,0.06666666666666667,0.12,0.04988876515698589,7,0.2222222222222222,0.2,0.10526315789473685,0.33333333333333337,0.11764705882352941,0.19569315445476437,0.08238438749910303,8,SVC,auto,rbf,,,,,,,,, -0.0069544315338134766,0.004861115334669856,0.010124731063842773,0.004786643279326555,"{'gamma': 'auto', 'kernel': 'sigmoid'}",0.2857142857142857,0.5333333333333333,0.5,0.29411764705882354,0.6666666666666666,0.45596638655462185,0.1466287856617096,5,0.13333333333333333,0.5333333333333333,0.2,0.3333333333333333,0.4,0.32,0.14236104336041747,1,0.18181818181818182,0.5333333333333333,0.28571428571428575,0.3125,0.5,0.3626731601731602,0.13351561196759343,1,SVC,auto,sigmoid,,,,,,,,, -0.0022303581237792967,0.00015649439571128473,0.00376739501953125,0.0001836276679534869,"{'criterion': 'gini', 'splitter': 'best'}",0.4375,0.5555555555555556,0.2727272727272727,0.42857142857142855,0.30434782608695654,0.39974041658824266,0.10175210657160924,2,0.4666666666666667,0.3333333333333333,0.2,0.4,0.4666666666666667,0.37333333333333335,0.09977753031397177,3,0.45161290322580644,0.4166666666666667,0.23076923076923075,0.4137931034482759,0.3684210526315789,0.37625259134831174,0.07739315905542694,3,DecisionTreeClassifier,,,gini,best,,,,,,, -0.0010796070098876953,4.1626928041021056e-05,0.003696298599243164,0.00010890146448859828,"{'criterion': 'gini', 'splitter': 'random'}",0.4444444444444444,0.25,0.4166666666666667,0.3888888888888889,0.47058823529411764,0.3941176470588236,0.07705352917445303,3,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.5333333333333333,0.3866666666666666,0.09797958971132713,2,0.33333333333333337,0.28571428571428575,0.3703703703703704,0.42424242424242425,0.5,0.38273208273208276,0.07413551670491125,2,DecisionTreeClassifier,,,gini,random,,,,,,, -0.0023993968963623045,0.00011207909056625709,0.0037541866302490236,0.00018656544942077314,"{'criterion': 'entropy', 'splitter': 'best'}",0.4444444444444444,0.4166666666666667,0.38461538461538464,0.3333333333333333,0.29411764705882354,0.3746354952237305,0.05464155818854903,4,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.3466666666666666,0.06531972647421809,4,0.33333333333333337,0.3703703703703704,0.3571428571428571,0.3888888888888889,0.3125,0.35244708994708995,0.026953310030249377,4,DecisionTreeClassifier,,,entropy,best,,,,,,, -0.0011119842529296875,3.769004874896206e-05,0.003560924530029297,9.698738858726538e-05,"{'criterion': 'entropy', 'splitter': 'random'}",0.46153846153846156,0.5833333333333334,0.38461538461538464,0.5,0.4,0.46589743589743593,0.07200336028392147,1,0.4,0.4666666666666667,0.3333333333333333,0.6666666666666666,0.5333333333333333,0.48,0.114697670227235,1,0.42857142857142855,0.5185185185185186,0.3571428571428571,0.5714285714285715,0.4571428571428572,0.4665608465608466,0.07375775241467333,1,DecisionTreeClassifier,,,entropy,random,,,,,,, -0.3410781383514404,0.013429368996048527,0.027681255340576173,0.007975142362800532,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'sqrt'}",0.7272727272727273,0.3333333333333333,0.5,0.7272727272727273,0.5,0.5575757575757576,0.15133322411131847,8,0.5333333333333333,0.2,0.2,0.5333333333333333,0.26666666666666666,0.3466666666666667,0.154344492037203,4,0.6153846153846153,0.25,0.28571428571428575,0.6153846153846153,0.3478260869565218,0.42286192068800765,0.16028167062586907,7,RandomForestClassifier,,,gini,,balanced,sqrt,,,,, -0.369578218460083,0.0169941717316137,0.026828861236572264,0.0053079852396234655,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'log2'}",0.5555555555555556,0.5,0.5,0.6666666666666666,0.625,0.5694444444444444,0.06689774765995718,7,0.3333333333333333,0.2,0.2,0.5333333333333333,0.3333333333333333,0.31999999999999995,0.12220201853215573,8,0.4166666666666667,0.28571428571428575,0.28571428571428575,0.5925925925925926,0.43478260869565216,0.4030940878766966,0.11371376033500712,8,RandomForestClassifier,,,gini,,balanced,log2,,,,, -0.3756765842437744,0.023660119321044063,0.024157142639160155,0.0007486588115701017,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.75,0.4444444444444444,0.42857142857142855,0.7272727272727273,0.5555555555555556,0.5811688311688311,0.13600432134157486,6,0.4,0.26666666666666666,0.2,0.5333333333333333,0.3333333333333333,0.3466666666666666,0.11469767022723501,6,0.5217391304347827,0.33333333333333337,0.27272727272727276,0.6153846153846153,0.4166666666666667,0.43197020370933414,0.12411369636504613,6,RandomForestClassifier,,,entropy,,balanced,sqrt,,,,, -0.36080164909362794,0.006035807985210591,0.033121585845947266,0.007526370254566598,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'log2'}",0.7777777777777778,0.5,0.5,0.6923076923076923,0.5714285714285714,0.6083028083028083,0.11008841149986939,4,0.4666666666666667,0.26666666666666666,0.2,0.6,0.26666666666666666,0.36,0.14966629547095764,2,0.5833333333333334,0.3478260869565218,0.28571428571428575,0.6428571428571429,0.36363636363636365,0.4446734424995295,0.14122165298969072,3,RandomForestClassifier,,,entropy,,balanced,log2,,,,, -0.43776683807373046,0.02429137083688693,0.029369068145751954,0.0047668210426888135,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'sqrt'}",0.7777777777777778,0.5,0.5,0.7272727272727273,0.625,0.626010101010101,0.11405758072681067,2,0.4666666666666667,0.2,0.2,0.5333333333333333,0.3333333333333333,0.3466666666666666,0.13597385369580758,6,0.5833333333333334,0.28571428571428575,0.28571428571428575,0.6153846153846153,0.43478260869565216,0.4409858257684345,0.140666081862796,4,RandomForestClassifier,,,gini,,balanced_subsample,sqrt,,,,, -0.4736024856567383,0.004443643797440124,0.024310588836669922,0.0003260738214733759,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'log2'}",0.7777777777777778,0.4444444444444444,0.5,0.6666666666666666,0.625,0.6027777777777777,0.11902380714238084,5,0.4666666666666667,0.26666666666666666,0.2,0.5333333333333333,0.3333333333333333,0.36,0.12364824660660938,2,0.5833333333333334,0.33333333333333337,0.28571428571428575,0.5925925925925926,0.43478260869565216,0.44595123073383947,0.12558737086569643,2,RandomForestClassifier,,,gini,,balanced_subsample,log2,,,,, -0.46518969535827637,0.018208035021624384,0.023307943344116212,0.009516741621136077,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.75,0.5,0.5,0.6923076923076923,0.6666666666666666,0.6217948717948718,0.10304375024312881,3,0.4,0.26666666666666666,0.2,0.6,0.26666666666666666,0.3466666666666667,0.14236104336041747,4,0.5217391304347827,0.3478260869565218,0.28571428571428575,0.6428571428571429,0.3809523809523809,0.4358178053830228,0.129252918951116,5,RandomForestClassifier,,,entropy,,balanced_subsample,sqrt,,,,, -0.28377494812011717,0.055436504515035206,0.012873125076293946,0.0003525320157282322,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'log2'}",0.8,0.5454545454545454,0.5,0.75,0.6666666666666666,0.6524242424242425,0.11504620383761997,1,0.5333333333333333,0.4,0.2,0.6,0.26666666666666666,0.4,0.15202339001321838,1,0.64,0.4615384615384615,0.28571428571428575,0.6666666666666665,0.3809523809523809,0.486974358974359,0.14703702530030158,1,RandomForestClassifier,,,entropy,,balanced_subsample,log2,,,,, -0.009150218963623048,0.0005460016878712483,0.0030385971069335936,6.042288857851344e-05,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.7142857142857143,0.5,0.7272727272727273,0.75,0.6633116883116884,0.09202469474315259,14,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.5333333333333333,0.4,0.3466666666666667,0.12927146286443544,62,0.43478260869565216,0.4545454545454545,0.2105263157894737,0.6153846153846153,0.5217391304347827,0.4473956249699957,0.13421217201093846,32,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,lbfgs -0.3163766384124756,0.039648677998701885,0.005443286895751953,0.004077042487863476,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5714285714285714,0.8333333333333334,0.6,0.7777777777777778,0.7142857142857143,0.6993650793650794,0.10055828036548255,3,0.26666666666666666,0.3333333333333333,0.2,0.4666666666666667,0.3333333333333333,0.31999999999999995,0.08844332774281066,83,0.36363636363636365,0.47619047619047616,0.3,0.5833333333333334,0.4545454545454545,0.43554112554112556,0.0973629933914826,58,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,sgd -0.47335109710693357,0.03147616541856287,0.00503392219543457,0.0029411021426256597,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5555555555555556,0.8333333333333334,0.5,0.875,0.7142857142857143,0.6956349206349206,0.1479025269236316,5,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.4666666666666667,0.3333333333333333,0.31999999999999995,0.10666666666666667,83,0.4166666666666667,0.47619047619047616,0.2105263157894737,0.608695652173913,0.4545454545454545,0.43332491307319676,0.12880945317747766,60,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,adam -0.01765594482421875,0.004996582012081483,0.005409383773803711,0.00417447025904312,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.7142857142857143,0.5,0.7272727272727273,0.75,0.6633116883116884,0.09202469474315259,14,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.5333333333333333,0.4,0.3466666666666667,0.12927146286443544,62,0.43478260869565216,0.4545454545454545,0.2105263157894737,0.6153846153846153,0.5217391304347827,0.4473956249699957,0.13421217201093846,32,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,lbfgs -0.1707967758178711,0.04294761495203153,0.008028030395507812,0.005747745694327369,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.23076923076923078,0.3,0.1111111111111111,0.06451612903225806,0.19230769230769232,0.17974083264405843,0.08391765214814827,97,0.8,1.0,0.5333333333333333,0.26666666666666666,1.0,0.72,0.2840970100355002,2,0.3582089552238806,0.4615384615384615,0.1839080459770115,0.1038961038961039,0.32258064516129037,0.2860264423593496,0.12724041877539488,90,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,sgd -0.5006614685058594,0.09908847123872468,0.007626247406005859,0.00500455214435533,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.8333333333333334,0.6,0.8,0.8333333333333334,0.7383333333333334,0.10376254944182256,1,0.3333333333333333,0.3333333333333333,0.2,0.5333333333333333,0.3333333333333333,0.3466666666666666,0.10666666666666666,75,0.43478260869565216,0.47619047619047616,0.3,0.64,0.47619047619047616,0.46543271221532095,0.10863941094526688,11,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,adam -0.023362398147583008,0.005614070536462619,0.003467273712158203,0.00022294890391820065,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.7142857142857143,0.5,0.7272727272727273,0.75,0.6633116883116884,0.09202469474315259,14,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.5333333333333333,0.4,0.3466666666666667,0.12927146286443544,62,0.43478260869565216,0.4545454545454545,0.2105263157894737,0.6153846153846153,0.5217391304347827,0.4473956249699957,0.13421217201093846,32,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,lbfgs -0.5338077545166016,0.05204653721766491,0.00686030387878418,0.004292074414294956,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.8333333333333334,0.5,0.6666666666666666,0.7142857142857143,0.6428571428571429,0.1286595817724409,32,0.2,0.3333333333333333,0.13333333333333333,0.4,0.3333333333333333,0.27999999999999997,0.09797958971132713,91,0.28571428571428575,0.47619047619047616,0.2105263157894737,0.5,0.4545454545454545,0.38539530644793796,0.11547745355961023,78,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,sgd -0.3665932178497314,0.03109990842550159,0.0078008174896240234,0.005373412934652409,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.7142857142857143,0.5,0.7777777777777778,0.625,0.6484126984126984,0.09401831302826744,31,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.4666666666666667,0.3333333333333333,0.31999999999999995,0.10666666666666667,83,0.43478260869565216,0.4545454545454545,0.2105263157894737,0.5833333333333334,0.43478260869565216,0.42359406421191326,0.12010233564436781,68,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,adam -0.027211332321166994,0.003701785568573278,0.006013202667236328,0.004124095005159055,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.7142857142857143,0.5,0.7272727272727273,0.75,0.6633116883116884,0.09202469474315259,14,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.5333333333333333,0.4,0.3466666666666667,0.12927146286443544,62,0.43478260869565216,0.4545454545454545,0.2105263157894737,0.6153846153846153,0.5217391304347827,0.4473956249699957,0.13421217201093846,32,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,lbfgs -0.4461808204650879,0.029253419860237096,0.005546283721923828,0.004130613318478386,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.8333333333333334,0.6,0.7777777777777778,0.625,0.6672222222222223,0.12172119528954707,10,0.26666666666666666,0.3333333333333333,0.2,0.4666666666666667,0.3333333333333333,0.31999999999999995,0.08844332774281066,83,0.3478260869565218,0.47619047619047616,0.3,0.5833333333333334,0.43478260869565216,0.42842650103519675,0.09930530402517856,64,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,sgd -0.3488782405853271,0.043965129703935915,0.0055887699127197266,0.004106185447959573,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.7142857142857143,0.5,0.7272727272727273,0.75,0.6633116883116884,0.09202469474315259,14,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.5333333333333333,0.4,0.3466666666666667,0.12927146286443544,62,0.43478260869565216,0.4545454545454545,0.2105263157894737,0.6153846153846153,0.5217391304347827,0.4473956249699957,0.13421217201093846,32,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,adam -0.03208599090576172,0.004983497449284397,0.0034590721130371093,8.739237488737823e-05,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.7142857142857143,0.5,0.7272727272727273,0.75,0.6633116883116884,0.09202469474315259,14,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.5333333333333333,0.4,0.3466666666666667,0.12927146286443544,62,0.43478260869565216,0.4545454545454545,0.2105263157894737,0.6153846153846153,0.5217391304347827,0.4473956249699957,0.13421217201093846,32,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,lbfgs -0.6533052444458007,0.34133461980450225,0.008452939987182616,0.0057829570933904725,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.09090909090909091,0.0,0.13793103448275862,0.2,0.075,0.1007680250783699,0.06654841649870621,101,0.6,0.0,0.8,0.2,0.4,0.4,0.282842712474619,40,0.15789473684210525,0.0,0.2352941176470588,0.20000000000000004,0.1263157894736842,0.14390092879256966,0.08088555106480357,98,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,sgd -0.3317074775695801,0.05629659809790967,0.006481027603149414,0.004531047662682507,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.8333333333333334,0.5,0.7777777777777778,0.75,0.6972222222222222,0.11992796191623835,4,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.4666666666666667,0.4,0.3333333333333333,0.1115546702045434,79,0.43478260869565216,0.47619047619047616,0.2105263157894737,0.5833333333333334,0.5217391304347827,0.44531437288874365,0.12734179249307295,43,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,adam -0.03182039260864258,0.006074019863451986,0.005682468414306641,0.004174374300609021,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.8333333333333334,0.5,0.7272727272727273,0.75,0.6871212121212121,0.11473209101601547,7,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.5333333333333333,0.4,0.3466666666666667,0.12927146286443544,62,0.43478260869565216,0.47619047619047616,0.2105263157894737,0.6153846153846153,0.5217391304347827,0.45172462929900004,0.1347210878674289,26,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,lbfgs -0.7031690120697022,0.06014183678373661,0.007443284988403321,0.004358539341057514,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5555555555555556,0.7142857142857143,0.5,0.875,0.6666666666666666,0.6623015873015873,0.13091870658903498,25,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.4666666666666667,0.26666666666666666,0.30666666666666664,0.1083205120618128,88,0.4166666666666667,0.4545454545454545,0.2105263157894737,0.608695652173913,0.3809523809523809,0.4142772940255777,0.12810210209194256,73,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,sgd -0.4064635276794434,0.07442961646698391,0.012824726104736329,0.0037374826417893936,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.7142857142857143,0.5,0.7777777777777778,0.75,0.6734126984126985,0.10084050904297517,9,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.4666666666666667,0.4,0.3333333333333333,0.1115546702045434,79,0.43478260869565216,0.4545454545454545,0.2105263157894737,0.5833333333333334,0.5217391304347827,0.4409853685597393,0.1265842314806984,48,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,adam -0.07545132637023926,0.00610462267417348,0.005800294876098633,0.004109082737234036,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.7142857142857143,0.5,0.7272727272727273,0.75,0.6633116883116884,0.09202469474315259,14,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.5333333333333333,0.4,0.3466666666666667,0.12927146286443544,62,0.43478260869565216,0.4545454545454545,0.2105263157894737,0.6153846153846153,0.5217391304347827,0.4473956249699957,0.13421217201093846,32,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,lbfgs -0.6109766483306884,0.0657909406501764,0.013196086883544922,0.006776124260671243,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.8333333333333334,0.5,0.7777777777777778,0.7142857142857143,0.6650793650793652,0.13995284092163254,13,0.26666666666666666,0.3333333333333333,0.13333333333333333,0.4666666666666667,0.3333333333333333,0.30666666666666664,0.10832051206181281,88,0.3478260869565218,0.47619047619047616,0.2105263157894737,0.5833333333333334,0.4545454545454545,0.41448433336305196,0.126463212856966,72,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,sgd -0.3268127918243408,0.06013206814526327,0.011585569381713868,0.00622623561906401,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.7142857142857143,0.5,0.7272727272727273,0.75,0.6633116883116884,0.09202469474315259,14,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.5333333333333333,0.4,0.3466666666666667,0.12927146286443544,62,0.43478260869565216,0.4545454545454545,0.2105263157894737,0.6153846153846153,0.5217391304347827,0.4473956249699957,0.13421217201093846,32,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,adam -0.09066362380981445,0.014072048218455197,0.006785821914672851,0.005711125386548373,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.7142857142857143,0.5,0.7272727272727273,0.75,0.6633116883116884,0.09202469474315259,14,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.5333333333333333,0.4,0.3466666666666667,0.12927146286443544,62,0.43478260869565216,0.4545454545454545,0.2105263157894737,0.6153846153846153,0.5217391304347827,0.4473956249699957,0.13421217201093846,32,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,lbfgs -1.6977017879486085,1.0398560940801667,0.0036456108093261717,0.00010645942470719879,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.18571428571428572,0.5625,0.16279069767441862,0.17857142857142858,0.11842105263157894,0.2415994929183424,0.1621459731748541,93,0.8666666666666667,0.6,0.4666666666666667,1.0,0.6,0.7066666666666668,0.19595917942265426,3,0.3058823529411765,0.5806451612903225,0.24137931034482765,0.30303030303030304,0.1978021978021978,0.32574786508176545,0.1336948051471083,89,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,sgd -0.2688131332397461,0.03840638554174133,0.011724090576171875,0.005718490902135648,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.7142857142857143,0.5,0.7272727272727273,0.8571428571428571,0.6847402597402599,0.11840816059089199,8,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.5333333333333333,0.4,0.3466666666666667,0.12927146286443544,62,0.43478260869565216,0.4545454545454545,0.2105263157894737,0.6153846153846153,0.5454545454545455,0.45213870797394823,0.1371427332959054,24,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,adam -0.08405399322509766,0.014009250829928988,0.013343286514282227,0.004724883183839267,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.7142857142857143,0.5,0.7272727272727273,0.75,0.6633116883116884,0.09202469474315259,14,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.5333333333333333,0.4,0.3466666666666667,0.12927146286443544,62,0.43478260869565216,0.4545454545454545,0.2105263157894737,0.6153846153846153,0.5217391304347827,0.4473956249699957,0.13421217201093846,32,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,lbfgs -0.7276866436004639,0.07623360276286391,0.008125877380371094,0.005489688719319578,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.8333333333333334,0.6,0.7777777777777778,0.625,0.6672222222222223,0.12172119528954707,10,0.26666666666666666,0.3333333333333333,0.2,0.4666666666666667,0.3333333333333333,0.31999999999999995,0.08844332774281066,83,0.3478260869565218,0.47619047619047616,0.3,0.5833333333333334,0.43478260869565216,0.42842650103519675,0.09930530402517856,64,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,sgd -0.2896430492401123,0.030671664857522134,0.01302633285522461,0.004065387052395642,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.7142857142857143,0.5,0.7272727272727273,0.75,0.6633116883116884,0.09202469474315259,14,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.5333333333333333,0.4,0.3466666666666667,0.12927146286443544,62,0.43478260869565216,0.4545454545454545,0.2105263157894737,0.6153846153846153,0.5217391304347827,0.4473956249699957,0.13421217201093846,32,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,adam -0.16530060768127441,0.06716732658699309,0.011629009246826172,0.006642275194437109,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.2631578947368421,0.375,0.5,0.6153846153846154,0.45070850202429147,0.12073486110440018,76,0.3333333333333333,0.3333333333333333,0.2,0.8666666666666667,0.5333333333333333,0.4533333333333333,0.2324746103221693,16,0.4,0.29411764705882354,0.26086956521739135,0.6341463414634146,0.5714285714285715,0.4321124250336402,0.14807064237193987,61,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,lbfgs -0.8549236297607422,0.23483009574248864,0.007914257049560548,0.004898147967702438,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,sgd -0.8265489101409912,0.1491094606649178,0.00572657585144043,0.003935762848856839,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5555555555555556,0.0,0.6,0.0,0.0,0.2311111111111111,0.28340086341208637,94,0.3333333333333333,0.0,0.2,0.0,0.0,0.10666666666666666,0.13727506854649335,99,0.4166666666666667,0.0,0.3,0.0,0.0,0.14333333333333334,0.1793816539609828,99,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,adam -0.14560775756835936,0.022967358870299902,0.004318857192993164,0.0011201674031804411,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.2777777777777778,0.5,0.5238095238095238,0.5294117647058824,0.46619981325863674,0.09497620571256576,70,0.4,0.3333333333333333,0.3333333333333333,0.7333333333333333,0.6,0.48,0.15999999999999998,7,0.4444444444444445,0.303030303030303,0.4,0.611111111111111,0.5625,0.4642171717171717,0.11111557612699892,12,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,lbfgs -0.2001176357269287,0.13850944374059895,0.009992408752441406,0.005137708715783151,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.1,0.08275862068965517,0.0,0.10067114093959731,0.0,0.0566859523258505,0.04672725534651379,104,1.0,0.8,0.0,1.0,0.0,0.5599999999999999,0.463033476111609,5,0.18181818181818182,0.15,0.0,0.18292682926829268,0.0,0.10294900221729489,0.08488532360560047,102,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,sgd -0.9543353080749511,0.12764649219864518,0.008519601821899415,0.005131682626364002,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,1.0,0.0,0.0,0.0,0.3,0.39999999999999997,91,0.26666666666666666,0.2,0.0,0.0,0.0,0.09333333333333334,0.11623730516108463,100,0.3478260869565218,0.33333333333333337,0.0,0.0,0.0,0.13623188405797104,0.16691223245087503,101,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,adam -0.1412963390350342,0.03380191892854094,0.008276748657226562,0.005852743733784086,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.4,0.5,0.5263157894736842,0.5,0.5102631578947368,0.07182041315080522,60,0.3333333333333333,0.5333333333333333,0.3333333333333333,0.6666666666666666,0.4666666666666667,0.4666666666666667,0.12649110640673517,9,0.43478260869565216,0.4571428571428572,0.4,0.5882352941176471,0.4827586206896552,0.4725838761291624,0.06389766172633747,9,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,lbfgs -1.1818195819854735,0.2221912278525506,0.008134746551513672,0.0051965215300455656,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,sgd -0.926415205001831,0.18756734572161596,0.011483716964721679,0.005489286749763001,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5555555555555556,0.0,0.6,0.75,0.0,0.38111111111111107,0.31777777777777777,88,0.3333333333333333,0.0,0.2,0.2,0.0,0.14666666666666667,0.12927146286443544,98,0.4166666666666667,0.0,0.3,0.31578947368421056,0.0,0.20649122807017545,0.17328644866302487,91,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,adam -0.12647886276245118,0.0065373872167938385,0.006179237365722656,0.0046055027570850796,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.4,0.2222222222222222,0.42857142857142855,0.6153846153846154,0.4332356532356533,0.12906490934145728,80,0.4666666666666667,0.5333333333333333,0.13333333333333333,0.6,0.5333333333333333,0.4533333333333333,0.16546231527987806,16,0.4827586206896552,0.4571428571428572,0.16666666666666669,0.5,0.5714285714285715,0.43559934318555016,0.13972109990346884,57,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,lbfgs -1.8290200233459473,0.19400558165300133,0.011281967163085938,0.0056390706020677415,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,1.0,0.0,1.0,1.0,0.6,0.48989794855663565,39,0.0,0.2,0.0,0.13333333333333333,0.06666666666666667,0.08,0.077746025264604,102,0.0,0.33333333333333337,0.0,0.23529411764705882,0.125,0.13872549019607844,0.1310539009413362,100,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,sgd -0.7783183574676513,0.13460023121646958,0.008554601669311523,0.005243076898227532,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5555555555555556,0.7,0.6,0.6363636363636364,0.625,0.6233838383838384,0.04730455200877545,36,0.3333333333333333,0.4666666666666667,0.2,0.4666666666666667,0.3333333333333333,0.36,0.09977753031397177,58,0.4166666666666667,0.56,0.3,0.5384615384615385,0.43478260869565216,0.4499821627647715,0.09356080622287115,29,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,adam -0.1737147331237793,0.02730888921828998,0.009916162490844727,0.007560434767214527,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5714285714285714,0.25,0.5,0.5454545454545454,0.5,0.4733766233766234,0.11499924834941755,68,0.26666666666666666,0.3333333333333333,0.4,0.8,0.5333333333333333,0.4666666666666667,0.1885618083164127,9,0.36363636363636365,0.28571428571428575,0.4444444444444445,0.6486486486486486,0.5161290322580646,0.45171455494036133,0.12513910166367137,27,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,lbfgs -0.8141575336456299,0.46994767443810725,0.008180570602416993,0.005200079975446275,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.6666666666666666,0.0,0.0,0.0,0.13333333333333333,0.26666666666666666,99,0.0,0.26666666666666666,0.0,0.0,0.0,0.05333333333333333,0.10666666666666666,103,0.0,0.3809523809523809,0.0,0.0,0.0,0.07619047619047617,0.15238095238095234,103,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,sgd -0.8099095821380615,0.13354398117833857,0.009922647476196289,0.006881655768272923,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.75,0.6,0.7,0.625,0.655,0.06,30,0.4,0.4,0.2,0.4666666666666667,0.3333333333333333,0.36,0.09043106644167025,58,0.48,0.5217391304347827,0.3,0.56,0.43478260869565216,0.459304347826087,0.08993910983693842,20,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,adam -0.1390906810760498,0.019330395307601538,0.007025861740112304,0.004371171952642633,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5454545454545454,0.4117647058823529,0.42857142857142855,0.5,0.5384615384615384,0.48485044367397306,0.055290809911385165,65,0.4,0.4666666666666667,0.2,0.8,0.4666666666666667,0.4666666666666667,0.1932183566158592,9,0.4615384615384615,0.43749999999999994,0.27272727272727276,0.6153846153846154,0.5,0.4574300699300699,0.11071679839976752,21,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,lbfgs -1.9697135448455811,0.08872696334997261,0.005860662460327149,0.003986968333217698,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,1.0,0.3333333333333333,1.0,1.0,0.6666666666666666,0.42163702135578396,12,0.0,0.2,0.06666666666666667,0.13333333333333333,0.06666666666666667,0.09333333333333334,0.0679869268479038,100,0.0,0.33333333333333337,0.1111111111111111,0.23529411764705882,0.125,0.16094771241830066,0.11395111342970257,95,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,sgd -0.766802453994751,0.058815185762245384,0.011895370483398438,0.0037825015149392824,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6363636363636364,0.6666666666666666,0.6,0.6363636363636364,0.625,0.6328787878787878,0.02148952806241381,33,0.4666666666666667,0.4,0.2,0.4666666666666667,0.3333333333333333,0.3733333333333333,0.09977753031397177,57,0.5384615384615385,0.5,0.3,0.5384615384615385,0.43478260869565216,0.46234113712374586,0.0895778301194427,14,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,adam -0.8717300415039062,0.37228987079811177,0.013109493255615234,0.008840830821430286,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5555555555555556,0.4375,0.25,0.4666666666666667,0.5714285714285714,0.45623015873015865,0.1150015883860641,72,0.3333333333333333,0.4666666666666667,0.2,0.4666666666666667,0.5333333333333333,0.4,0.11925695879998878,40,0.4166666666666667,0.45161290322580644,0.22222222222222224,0.4666666666666667,0.5517241379310344,0.4217785193424793,0.10921515167813066,69,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,lbfgs -0.533539867401123,0.01787719584953132,0.008722782135009766,0.005289314138692791,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,sgd -2.934407377243042,0.7431929373093887,0.006596183776855469,0.004623060000014015,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.5555555555555556,0.42857142857142855,0.6153846153846154,0.6428571428571429,0.5684737484737485,0.07545457196478401,51,0.2,0.6666666666666666,0.2,0.5333333333333333,0.6,0.44000000000000006,0.20044395171163876,22,0.3,0.606060606060606,0.27272727272727276,0.5714285714285715,0.6206896551724138,0.47418122107777283,0.15442586031925803,7,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,adam -1.0537407398223877,0.33472533894381074,0.01303567886352539,0.0038680730797146304,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.3684210526315789,0.4,0.5789473684210527,0.5714285714285714,0.5170927318295739,0.11398659356109102,58,0.26666666666666666,0.4666666666666667,0.26666666666666666,0.7333333333333333,0.5333333333333333,0.4533333333333333,0.17587874611030557,16,0.3809523809523809,0.4117647058823529,0.32,0.6470588235294117,0.5517241379310344,0.462300009659036,0.11962695381305513,15,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,lbfgs -1.030488872528076,0.24020907146965445,0.009148788452148438,0.006371872717398369,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,1.0,0.0,0.0,0.0,0.2,0.4000000000000001,95,0.0,0.13333333333333333,0.0,0.0,0.0,0.026666666666666665,0.05333333333333333,104,0.0,0.23529411764705882,0.0,0.0,0.0,0.047058823529411764,0.09411764705882353,104,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,sgd -2.6239466667175293,0.6118887677357294,0.00807809829711914,0.005349464149799754,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.5555555555555556,0.42857142857142855,0.6923076923076923,0.6363636363636364,0.5825596625596625,0.0890901352593095,45,0.2,0.6666666666666666,0.2,0.6,0.4666666666666667,0.42666666666666664,0.19595917942265423,29,0.3,0.606060606060606,0.27272727272727276,0.6428571428571429,0.5384615384615385,0.47202131202131203,0.15548322290267666,10,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,adam -0.8628727912902832,0.19587168362070453,0.0066414356231689455,0.005147784942658761,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4,0.2631578947368421,0.3333333333333333,0.38095238095238093,0.5294117647058824,0.3813710747456877,0.0878011828762207,87,0.26666666666666666,0.3333333333333333,0.2,0.5333333333333333,0.6,0.3866666666666667,0.154344492037203,49,0.32,0.29411764705882354,0.25,0.4444444444444444,0.5625,0.37421241830065355,0.11416447298247633,81,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,lbfgs -0.7756474494934082,0.04486655030861371,0.008979082107543945,0.006138794387329004,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,sgd -2.4154469966888428,0.5838210236831997,0.014349079132080078,0.004866663994332409,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.5714285714285714,0.42857142857142855,0.6,0.7272727272727273,0.5987878787878789,0.10083603224579116,40,0.26666666666666666,0.5333333333333333,0.2,0.6,0.5333333333333333,0.42666666666666664,0.16110727964792762,29,0.3809523809523809,0.5517241379310344,0.27272727272727276,0.6,0.6153846153846153,0.4841576813990606,0.1345803319818958,4,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,adam -0.21255831718444823,0.11851556885430588,0.0035264968872070314,7.236503084235634e-05,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6363636363636364,0.38461538461538464,0.45454545454545453,0.43478260869565216,0.35294117647058826,0.45264965213814323,0.09863477579987076,74,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.6666666666666666,0.4,0.43999999999999995,0.12364824660660936,25,0.5384615384615385,0.3571428571428571,0.3846153846153846,0.5263157894736841,0.37500000000000006,0.4363071139386928,0.07903754142826074,56,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,lbfgs -0.6456371307373047,0.12588280772759516,0.003731966018676758,0.0002989656044684099,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.42857142857142855,0.8571428571428571,0.4,0.6363636363636364,0.6666666666666666,0.5977489177489177,0.16807833038149692,41,0.2,0.4,0.13333333333333333,0.4666666666666667,0.26666666666666666,0.29333333333333333,0.12364824660660938,90,0.27272727272727276,0.5454545454545455,0.2,0.5384615384615385,0.3809523809523809,0.38751914751914757,0.13864409322585783,77,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,sgd -0.9593597412109375,0.14929468316816635,0.011438941955566407,0.006008219539884774,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.46153846153846156,0.4,0.6666666666666666,0.6363636363636364,0.5579137529137529,0.10649609866858419,54,0.3333333333333333,0.4,0.13333333333333333,0.5333333333333333,0.4666666666666667,0.37333333333333335,0.13727506854649335,54,0.43478260869565216,0.42857142857142855,0.2,0.5925925925925926,0.5384615384615385,0.4388816336642424,0.13470764905598925,51,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,adam -0.13275184631347656,0.022652459015296954,0.008462619781494141,0.005565711127064771,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.45454545454545453,0.47058823529411764,0.36363636363636365,0.5,0.5,0.4577540106951871,0.05020476245575866,71,0.3333333333333333,0.5333333333333333,0.26666666666666666,0.6666666666666666,0.6,0.48,0.154344492037203,7,0.3846153846153846,0.5,0.30769230769230765,0.5714285714285715,0.5454545454545454,0.46183816183816184,0.10018221902864793,16,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,lbfgs -0.16733918190002442,0.1508541027089365,0.003936243057250976,0.00031862465858643744,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.07142857142857142,0.24444444444444444,0.075,0.09923664122137404,0.0,0.09802193141887798,0.08035738049680718,102,0.4,0.7333333333333333,0.2,0.8666666666666667,0.0,0.44000000000000006,0.32276582498427214,22,0.12121212121212122,0.36666666666666664,0.10909090909090907,0.1780821917808219,0.0,0.1550103777501038,0.12050712028571547,97,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,sgd -0.8696640491485595,0.0847675193676767,0.00621953010559082,0.005058198282265203,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.625,0.5,0.7272727272727273,0.6428571428571429,0.6323593073593072,0.074657755634481,34,0.26666666666666666,0.6666666666666666,0.2,0.5333333333333333,0.6,0.4533333333333333,0.18571184369578825,16,0.3809523809523809,0.6451612903225806,0.28571428571428575,0.6153846153846153,0.6206896551724138,0.5095804455092552,0.14736565462025067,1,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,adam -0.13627839088439941,0.03677904771806042,0.0071719646453857425,0.004435107425009673,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.23076923076923078,0.4375,0.42857142857142855,0.5238095238095238,0.4241300366300367,0.10322706489303723,82,0.5333333333333333,0.2,0.4666666666666667,0.4,0.7333333333333333,0.4666666666666667,0.17384539747207062,9,0.5161290322580646,0.21428571428571427,0.45161290322580644,0.4137931034482759,0.611111111111111,0.44138637286579446,0.13178287557442986,47,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,lbfgs -0.8670270442962646,0.07378819120192145,0.006415796279907226,0.004282663922209113,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5555555555555556,0.625,0.5714285714285714,0.6363636363636364,0.5555555555555556,0.5887806637806637,0.03488521273587732,43,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.3466666666666666,0.06531972647421809,75,0.4166666666666667,0.43478260869565216,0.36363636363636365,0.5384615384615385,0.4166666666666667,0.43404276882537757,0.057384225287900895,59,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,sgd -1.064406728744507,0.1113029712474799,0.0044765472412109375,0.0010997248353300589,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.5,0.5,0.7272727272727273,0.5384615384615384,0.5864801864801864,0.09329077876441005,44,0.26666666666666666,0.5333333333333333,0.2,0.5333333333333333,0.4666666666666667,0.4,0.1398411797560202,40,0.3809523809523809,0.5161290322580646,0.28571428571428575,0.6153846153846153,0.5,0.4596360628618693,0.11447115006885207,19,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,adam -0.11092548370361328,0.019396496219880988,0.01146993637084961,0.005998001993676659,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,0.3333333333333333,0.5,0.5882352941176471,0.47058823529411764,0.4984313725490196,0.09634935791017997,61,0.4,0.3333333333333333,0.2,0.6666666666666666,0.5333333333333333,0.42666666666666664,0.16110727964792762,29,0.48,0.3333333333333333,0.28571428571428575,0.625,0.5,0.4448095238095238,0.1220583481897563,45,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,lbfgs -0.8589653968811035,0.06692850329664177,0.007758378982543945,0.005102348818716046,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6363636363636364,0.625,0.6,0.6363636363636364,0.625,0.6245454545454545,0.013283308360184059,35,0.4666666666666667,0.3333333333333333,0.2,0.4666666666666667,0.3333333333333333,0.36,0.09977753031397177,58,0.5384615384615385,0.43478260869565216,0.3,0.5384615384615385,0.43478260869565216,0.4492976588628763,0.08787668536627828,30,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,sgd -4.926966762542724,0.6741554837106692,0.011616849899291992,0.013091849724130968,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.7777777777777778,0.375,0.5,0.625,0.5714285714285714,0.5698412698412698,0.13350919052880345,49,0.4666666666666667,0.4,0.2,0.6666666666666666,0.5333333333333333,0.4533333333333333,0.154344492037203,16,0.5833333333333334,0.38709677419354843,0.28571428571428575,0.6451612903225806,0.5517241379310344,0.4906059642989565,0.13335358810916834,3,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,adam -0.0914395809173584,0.004652016354462192,0.009432458877563476,0.004679058431425894,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,0.3333333333333333,0.3333333333333333,0.45,0.5555555555555556,0.45444444444444443,0.11024103782055523,73,0.4,0.3333333333333333,0.2,0.6,0.6666666666666666,0.43999999999999995,0.17178798302300166,25,0.48,0.3333333333333333,0.25,0.5142857142857143,0.606060606060606,0.43673593073593076,0.1281553738780619,54,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,lbfgs -0.29131641387939455,0.15196964015948886,0.006520605087280274,0.004320990426491308,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.26666666666666666,0.10416666666666667,0.3333333333333333,0.0,0.09523809523809523,0.15988095238095237,0.12192917352302962,98,0.8,0.6666666666666666,0.2,0.0,0.4,0.4133333333333334,0.29333333333333333,37,0.4,0.1801801801801802,0.25,0.0,0.15384615384615385,0.19680526680526683,0.13036254920149068,92,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,sgd -5.719793748855591,0.5797435764670984,0.013273239135742188,0.008591122034786413,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.875,0.375,0.42857142857142855,0.6111111111111112,0.4166666666666667,0.5412698412698412,0.18554038120092736,56,0.4666666666666667,0.4,0.2,0.7333333333333333,0.3333333333333333,0.42666666666666664,0.1768866554856213,29,0.608695652173913,0.38709677419354843,0.27272727272727276,0.6666666666666666,0.3703703703703704,0.46111134722635416,0.15048904135779795,17,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,adam -0.11554560661315919,0.01673175847329813,0.009981346130371094,0.006528033265633952,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6153846153846154,0.3684210526315789,0.3333333333333333,0.5,0.4375,0.45092780026990553,0.10026988850503796,75,0.5333333333333333,0.4666666666666667,0.2,0.5333333333333333,0.4666666666666667,0.44000000000000006,0.12364824660660938,22,0.5714285714285715,0.4117647058823529,0.25,0.5161290322580646,0.45161290322580644,0.4401870425589591,0.10963668671658428,50,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,lbfgs -1.065705156326294,0.05481120744083816,0.006199550628662109,0.004198336388348529,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5454545454545454,0.6666666666666666,0.5,0.7777777777777778,0.625,0.622979797979798,0.09696312056824286,37,0.4,0.4,0.13333333333333333,0.4666666666666667,0.3333333333333333,0.3466666666666666,0.11469767022723502,75,0.4615384615384615,0.5,0.2105263157894737,0.5833333333333334,0.43478260869565216,0.4380361438713842,0.12431770512086664,53,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,sgd -5.5267270565032955,0.23113152004124105,0.00663151741027832,0.004620584488293357,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.8,0.2857142857142857,0.42857142857142855,0.5714285714285714,0.5833333333333334,0.5338095238095238,0.17166914336764338,57,0.5333333333333333,0.26666666666666666,0.2,0.5333333333333333,0.4666666666666667,0.4,0.1398411797560202,40,0.64,0.2758620689655172,0.27272727272727276,0.5517241379310344,0.5185185185185186,0.45176639962846854,0.15025087396699457,25,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,adam -0.29701881408691405,0.05566682952281907,0.010814380645751954,0.00427824512643618,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.45454545454545453,0.36363636363636365,0.3076923076923077,0.5,0.47368421052631576,0.41991166728008833,0.07247788784429406,83,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.6666666666666666,0.6,0.42666666666666664,0.17178798302300166,29,0.3846153846153846,0.30769230769230765,0.28571428571428575,0.5714285714285715,0.5294117647058824,0.4157724628312864,0.11550751314698972,70,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,lbfgs -1.3809060096740722,0.17772064021580886,0.01069178581237793,0.005514004612609103,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5454545454545454,0.8888888888888888,0.6,0.6363636363636364,0.625,0.6591414141414141,0.11907205923421539,29,0.4,0.5333333333333333,0.2,0.4666666666666667,0.3333333333333333,0.38666666666666666,0.11469767022723501,50,0.4615384615384615,0.6666666666666667,0.3,0.5384615384615385,0.43478260869565216,0.4802898550724638,0.1208695302569317,6,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,sgd -6.413009738922119,0.68314729145602,0.009581232070922851,0.005321803028080869,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.8,0.35294117647058826,0.3,0.4117647058823529,0.5714285714285714,0.48722689075630254,0.1809408985958961,64,0.5333333333333333,0.4,0.2,0.4666666666666667,0.5333333333333333,0.42666666666666664,0.12364824660660936,29,0.64,0.37500000000000006,0.24,0.43749999999999994,0.5517241379310344,0.4488448275862069,0.1387965259805044,31,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,adam -0.4479972839355469,0.022891865193486714,0.015654277801513673,0.015748664525664535,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.3,0.3333333333333333,0.45,0.6666666666666666,0.45,0.1308094458023239,77,0.4666666666666667,0.4,0.2,0.6,0.5333333333333333,0.43999999999999995,0.13727506854649332,25,0.4827586206896552,0.34285714285714286,0.25,0.5142857142857143,0.5925925925925926,0.436498814085021,0.12337472146608545,55,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,lbfgs -1.6370225906372071,0.7269359831765594,0.01434326171875,0.008526496797212195,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.4166666666666667,0.3181818181818182,0.10714285714285714,0.3076923076923077,0.28125,0.2861867299367299,0.10059052552100241,92,0.3333333333333333,0.9333333333333333,0.2,0.8,0.6,0.5733333333333334,0.27519689920733725,4,0.3703703703703704,0.47457627118644075,0.13953488372093023,0.4444444444444444,0.3829787234042553,0.36238093862528825,0.11787338595262666,83,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,sgd -6.0941180229187015,0.5475362429092624,0.01198716163635254,0.006714940179079788,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.8888888888888888,0.29411764705882354,0.4444444444444444,0.6153846153846154,0.5333333333333333,0.5552337858220211,0.19792897514225566,55,0.5333333333333333,0.3333333333333333,0.26666666666666666,0.5333333333333333,0.5333333333333333,0.43999999999999995,0.11623730516108462,25,0.6666666666666667,0.3125,0.33333333333333337,0.5714285714285715,0.5333333333333333,0.48345238095238097,0.1382431473905796,5,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,adam -0.4348635673522949,0.10057801882641305,0.011566066741943359,0.00600083248725968,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.3333333333333333,0.4444444444444444,0.5789473684210527,0.6,0.4913450292397661,0.09666679048894827,63,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.7333333333333333,0.4,0.4133333333333333,0.16546231527987806,38,0.4,0.3333333333333333,0.33333333333333337,0.6470588235294117,0.48,0.4387450980392157,0.11732095981731798,52,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,lbfgs -1.7724269390106202,0.14438961841438133,0.006333732604980468,0.004275107151240954,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5454545454545454,0.625,0.6,0.5833333333333334,0.625,0.5957575757575758,0.029708562981350963,42,0.4,0.3333333333333333,0.2,0.4666666666666667,0.3333333333333333,0.3466666666666666,0.08844332774281066,75,0.4615384615384615,0.43478260869565216,0.3,0.5185185185185186,0.43478260869565216,0.42992443948965686,0.07179961117143209,62,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,sgd -5.590273237228393,0.4707498917806223,0.01376481056213379,0.005278118190230779,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.7272727272727273,0.2777777777777778,0.3333333333333333,0.5263157894736842,0.5,0.47293992557150455,0.1586471991712357,69,0.5333333333333333,0.3333333333333333,0.2,0.6666666666666666,0.4,0.42666666666666664,0.16110727964792762,29,0.6153846153846153,0.303030303030303,0.25,0.5882352941176471,0.4444444444444445,0.440218931395402,0.14670628960979534,49,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,adam -0.2755153656005859,0.12585726342974615,0.01714301109313965,0.010668266655548698,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.3684210526315789,0.2857142857142857,0.21428571428571427,0.47619047619047616,0.368922305764411,0.1091092329660405,89,0.4,0.4666666666666667,0.13333333333333333,0.2,0.6666666666666666,0.37333333333333335,0.19136933459209762,54,0.4444444444444445,0.4117647058823529,0.18181818181818182,0.20689655172413796,0.5555555555555556,0.3600958878849346,0.14369537536981838,85,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,lbfgs -0.688534927368164,0.0908110052697196,0.007831096649169922,0.007989037981070894,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.8,1.0,0.6,0.7142857142857143,0.5714285714285714,0.7371428571428572,0.1548139106759322,2,0.26666666666666666,0.13333333333333333,0.2,0.3333333333333333,0.26666666666666666,0.24,0.06798692684790379,97,0.4,0.23529411764705882,0.3,0.4545454545454545,0.36363636363636365,0.3506951871657754,0.07651238527157328,86,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,sgd -1.0054450511932373,0.2527728530580133,0.006253433227539062,0.004086317579343451,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.6666666666666666,0.375,0.6923076923076923,0.75,0.6167948717948718,0.13013824642324417,38,0.2,0.4,0.2,0.6,0.4,0.36,0.14966629547095764,58,0.3,0.5,0.26086956521739135,0.6428571428571429,0.5217391304347827,0.44509316770186336,0.14352025413272343,44,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,adam -0.26375479698181153,0.07459628516997503,0.006009387969970703,0.0038881737001588757,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4,0.3125,0.3333333333333333,0.2916666666666667,0.47619047619047616,0.36273809523809525,0.06737884903329941,90,0.4,0.3333333333333333,0.13333333333333333,0.4666666666666667,0.6666666666666666,0.4,0.17384539747207065,40,0.4000000000000001,0.3225806451612903,0.19047619047619044,0.35897435897435903,0.5555555555555556,0.36551735003347907,0.1181772834373899,82,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,lbfgs -0.38279085159301757,0.42303292671055526,0.004651212692260742,0.0014040003569772417,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.1,0.09395973154362416,0.1134020618556701,0.06666666666666667,0.09722222222222222,0.09425013645763662,0.015294591277462282,103,1.0,0.9333333333333333,0.7333333333333333,0.06666666666666667,0.9333333333333333,0.7333333333333334,0.34512477614786097,1,0.18181818181818182,0.17073170731707316,0.19642857142857142,0.06666666666666667,0.1761006289308176,0.15834915123226212,0.04663680578883244,96,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,sgd -1.007883644104004,0.09327109573215074,0.010196399688720704,0.005180850874680731,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.6428571428571429,0.4444444444444444,0.6428571428571429,0.6666666666666666,0.5793650793650793,0.08965092854884406,46,0.13333333333333333,0.6,0.26666666666666666,0.6,0.4,0.4,0.1837873166945363,40,0.2105263157894737,0.6206896551724138,0.33333333333333337,0.6206896551724138,0.5,0.45704779189352696,0.1621606095532184,22,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,adam -0.36449995040893557,0.1686637063748478,0.008151626586914063,0.004785384076963893,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6428571428571429,0.3333333333333333,0.4166666666666667,0.47058823529411764,0.2857142857142857,0.4298319327731092,0.12433504449333183,81,0.6,0.4666666666666667,0.3333333333333333,0.5333333333333333,0.4,0.4666666666666666,0.09428090415820632,14,0.6206896551724138,0.3888888888888889,0.3703703703703704,0.5,0.3333333333333333,0.4426564495530013,0.10493033559875535,46,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,lbfgs -0.8783989906311035,0.08447967103131288,0.005321216583251953,0.00401392610106191,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.375,0.625,0.4,0.8,0.625,0.5650000000000001,0.15858751527153708,52,0.2,0.3333333333333333,0.13333333333333333,0.26666666666666666,0.3333333333333333,0.2533333333333333,0.077746025264604,95,0.26086956521739135,0.43478260869565216,0.2,0.4,0.43478260869565216,0.34608695652173915,0.09720479034770169,88,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,sgd -1.1150938510894775,0.39096165928982857,0.010455751419067382,0.00554385759166105,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.5294117647058824,0.5714285714285714,0.5714285714285714,0.5454545454545454,0.5768780239368474,0.04766943296044521,47,0.26666666666666666,0.6,0.26666666666666666,0.5333333333333333,0.4,0.4133333333333333,0.13597385369580758,38,0.3809523809523809,0.5625,0.36363636363636365,0.5517241379310344,0.4615384615384615,0.46407026881164815,0.08291390159969801,13,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,adam -0.14226360321044923,0.0344441631425478,0.009344244003295898,0.006537625713197123,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.3333333333333333,0.3333333333333333,0.55,0.5294117647058824,0.48254901960784313,0.13051873555410373,66,0.4,0.4,0.2,0.7333333333333333,0.6,0.4666666666666667,0.18378731669453627,9,0.5,0.3636363636363636,0.25,0.6285714285714286,0.5625,0.4609415584415585,0.13704312772433433,18,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,lbfgs -0.9443071842193603,0.09454946083899833,0.008143949508666991,0.005152728598999166,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5,1.0,0.6,0.625,0.5714285714285714,0.6592857142857144,0.17542368536704245,28,0.13333333333333333,0.3333333333333333,0.2,0.3333333333333333,0.26666666666666666,0.2533333333333333,0.077746025264604,95,0.2105263157894737,0.5,0.3,0.43478260869565216,0.36363636363636365,0.36178905762429786,0.10112570428864834,84,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,sgd -3.7999836921691896,0.7282695129758119,0.010120248794555664,0.005043950422906901,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.8888888888888888,0.5,0.2857142857142857,0.5294117647058824,0.6428571428571429,0.5693744164332399,0.19716089984544638,50,0.5333333333333333,0.4,0.13333333333333333,0.6,0.6,0.4533333333333333,0.17587874611030557,16,0.6666666666666667,0.4444444444444445,0.18181818181818182,0.5625,0.6206896551724138,0.4952237896203414,0.17347163969365953,2,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,adam -0.1424051284790039,0.018952910857838005,0.004115247726440429,0.00039998292336750855,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.3333333333333333,0.25,0.35714285714285715,0.4117647058823529,0.403781512605042,0.14139250288895866,86,0.4,0.26666666666666666,0.13333333333333333,0.3333333333333333,0.4666666666666667,0.32,0.11469767022723504,81,0.5,0.2962962962962963,0.1739130434782609,0.3448275862068965,0.43749999999999994,0.3505073851962907,0.11320107836442551,87,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,lbfgs -0.22137999534606934,0.11896661728983421,0.008785200119018555,0.006771736478948168,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.21621621621621623,0.22807017543859648,0.06896551724137931,0.109375,0.0,0.1245253817792384,0.08712259952101445,100,0.5333333333333333,0.8666666666666667,0.13333333333333333,0.9333333333333333,0.0,0.49333333333333335,0.37617962612442357,6,0.3076923076923077,0.3611111111111111,0.09090909090909091,0.1958041958041958,0.0,0.19110334110334112,0.13347441835877352,93,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,sgd -3.691365098953247,0.6180561054402194,0.005849695205688477,0.00411528741810931,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.7777777777777778,0.5,0.5,0.47058823529411764,0.5714285714285714,0.5639589169000934,0.11195880607744614,53,0.4666666666666667,0.4,0.2,0.5333333333333333,0.5333333333333333,0.42666666666666664,0.12364824660660936,29,0.5833333333333334,0.4444444444444445,0.28571428571428575,0.5,0.5517241379310344,0.4730432402846196,0.10487257364765538,8,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,adam -0.13615636825561522,0.024336943176771018,0.006374168395996094,0.004113390200170481,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5714285714285714,0.3684210526315789,0.36363636363636365,0.5,0.42857142857142855,0.4464114832535885,0.07969127519389649,78,0.5333333333333333,0.4666666666666667,0.26666666666666666,0.6666666666666666,0.4,0.4666666666666666,0.13333333333333333,14,0.5517241379310344,0.4117647058823529,0.30769230769230765,0.5714285714285715,0.4137931034482759,0.4512805652765085,0.09809062679376646,28,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,lbfgs -1.0285152435302733,0.09778588305992872,0.006490516662597656,0.005687462959004518,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6,0.8333333333333334,0.5,0.8571428571428571,0.6666666666666666,0.6914285714285714,0.13653967884914173,6,0.2,0.3333333333333333,0.13333333333333333,0.4,0.26666666666666666,0.26666666666666666,0.09428090415820635,92,0.3,0.47619047619047616,0.2105263157894737,0.5454545454545455,0.3809523809523809,0.38262474367737526,0.11976276933490548,79,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,sgd -3.560483980178833,0.28972527813335525,0.01057419776916504,0.005565106846157626,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.875,0.35714285714285715,0.2857142857142857,0.6923076923076923,0.6666666666666666,0.5753663003663003,0.22059517708064955,48,0.4666666666666667,0.3333333333333333,0.13333333333333333,0.6,0.4,0.3866666666666666,0.15434449203720302,51,0.608695652173913,0.3448275862068965,0.18181818181818182,0.6428571428571429,0.5,0.4556397126112269,0.17187313926533804,23,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,adam -0.28928413391113283,0.028251621611051953,0.0038573741912841797,0.00014903041720938314,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.29411764705882354,0.3,0.4117647058823529,0.4,0.41450980392156855,0.13520940797944306,84,0.5333333333333333,0.3333333333333333,0.2,0.4666666666666667,0.4,0.3866666666666666,0.11469767022723501,51,0.5925925925925926,0.3125,0.24,0.43749999999999994,0.4000000000000001,0.39651851851851855,0.11974456409792207,76,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,lbfgs -1.4706479549407958,0.1304648957356285,0.01027822494506836,0.00532249567251104,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5714285714285714,0.8,0.5,0.7142857142857143,0.7142857142857143,0.66,0.1085714285714286,27,0.26666666666666666,0.26666666666666666,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.07302967433402215,92,0.36363636363636365,0.4,0.2105263157894737,0.4545454545454545,0.4545454545454545,0.37665071770334924,0.08994115783354588,80,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,sgd -2.9143341064453123,0.2760927643340324,0.008785820007324219,0.0052299050205541955,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.8571428571428571,0.4117647058823529,0.3333333333333333,0.47368421052631576,0.5,0.5151850213769718,0.18036289070565292,59,0.4,0.4666666666666667,0.13333333333333333,0.6,0.4,0.4,0.1520233900132184,40,0.5454545454545455,0.43749999999999994,0.19047619047619044,0.5294117647058824,0.4444444444444445,0.4294573890162126,0.12715936945326653,63,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,adam -0.2712108612060547,0.025407349675309276,0.003909540176391601,0.00018024730932393216,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6153846153846154,0.3333333333333333,0.2857142857142857,0.42857142857142855,0.5333333333333333,0.4392673992673993,0.1222952677423639,79,0.5333333333333333,0.3333333333333333,0.13333333333333333,0.4,0.5333333333333333,0.3866666666666666,0.1484737163421339,51,0.5714285714285715,0.3333333333333333,0.18181818181818182,0.4137931034482759,0.5333333333333333,0.40674130467233915,0.14083771289586847,74,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,lbfgs -0.5651665687561035,0.3415358955876757,0.010980844497680664,0.008586922968365527,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.4117647058823529,0.0,0.3333333333333333,0.15625,0.011627906976744186,0.1825951892384861,0.1664364979065342,96,0.4666666666666667,0.0,0.13333333333333333,0.6666666666666666,0.06666666666666667,0.26666666666666666,0.2564717874889513,92,0.43749999999999994,0.0,0.19047619047619044,0.2531645569620253,0.0198019801980198,0.18018854552724708,0.16114110634083362,94,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,sgd -3.018992376327515,0.2905804267881318,0.007503795623779297,0.006445900539881613,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.875,0.38461538461538464,0.16666666666666666,0.5,0.5384615384615384,0.492948717948718,0.23077279199531367,62,0.4666666666666667,0.3333333333333333,0.06666666666666667,0.5333333333333333,0.4666666666666667,0.37333333333333335,0.16653327995729061,54,0.608695652173913,0.3571428571428571,0.09523809523809522,0.5161290322580646,0.5,0.4154411273625859,0.17920057956732915,71,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,adam -0.3436918258666992,0.0901560095265695,0.008359241485595702,0.005102460360679406,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5714285714285714,0.3333333333333333,0.14285714285714285,0.4444444444444444,0.5333333333333333,0.40507936507936504,0.15464716951679575,85,0.5333333333333333,0.3333333333333333,0.06666666666666667,0.5333333333333333,0.5333333333333333,0.4,0.1837873166945363,40,0.5517241379310344,0.3333333333333333,0.09090909090909091,0.4848484848484848,0.5333333333333333,0.39882967607105535,0.17203025514506023,75,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,lbfgs -1.9505053520202638,0.271124095103201,0.007401561737060547,0.0061869514931971415,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5454545454545454,0.7142857142857143,0.5,0.75,0.8,0.6619480519480521,0.11776979697747082,26,0.4,0.3333333333333333,0.2,0.4,0.26666666666666666,0.32,0.07774602526460402,81,0.4615384615384615,0.4545454545454545,0.28571428571428575,0.5217391304347827,0.4,0.4247074664465969,0.07948777860508537,67,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,sgd -1.8433098793029785,0.31225849117013227,0.0035464286804199217,0.00041090807911223193,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.7777777777777778,0.35714285714285715,0.2,0.5294117647058824,0.5333333333333333,0.4795331465919701,0.1936235314545022,67,0.4666666666666667,0.3333333333333333,0.06666666666666667,0.6,0.5333333333333333,0.4,0.18856180831641267,40,0.5833333333333334,0.3448275862068965,0.1,0.5625,0.5333333333333333,0.4247988505747126,0.1831743536543867,66,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,adam -0.001058816909790039,0.00016594549693786862,0.0037792682647705077,0.0006235455794084484,{},0.4375,0.6470588235294118,0.5,0.42857142857142855,0.42857142857142855,0.4883403361344537,0.08373397208208878,1,0.4666666666666667,0.7333333333333333,0.4666666666666667,0.4,0.4,0.4933333333333333,0.12364824660660936,1,0.45161290322580644,0.6875,0.4827586206896552,0.4137931034482759,0.4137931034482759,0.48989154616240266,0.1021246102817372,1,GaussianNB,,,,,,,,,,, -0.00986933708190918,0.0027170504924243057,0.005864620208740234,0.0011757033451415748,"{'gamma': 'scale', 'kernel': 'linear'}",0.7142857142857143,0.75,0.5,0.75,0.5,0.6428571428571429,0.11736911946539275,1,0.3333333333333333,0.2,0.06666666666666667,0.2,0.13333333333333333,0.18666666666666668,0.08844332774281065,4,0.4545454545454545,0.31578947368421056,0.11764705882352941,0.31578947368421056,0.2105263157894737,0.28285955530537576,0.11328907588940502,4,SVC,scale,linear,,,,,,,,, -0.0062907695770263675,0.00019990175018716848,0.005284643173217774,0.0006745652088082453,"{'gamma': 'scale', 'kernel': 'poly'}",0.25,0.6666666666666666,0.6666666666666666,0.3333333333333333,0.42857142857142855,0.469047619047619,0.17096498162872611,6,0.06666666666666667,0.26666666666666666,0.26666666666666666,0.06666666666666667,0.2,0.17333333333333334,0.09043106644167025,6,0.10526315789473685,0.3809523809523809,0.3809523809523809,0.1111111111111111,0.27272727272727276,0.2502012607275765,0.12251714612233382,6,SVC,scale,poly,,,,,,,,, -0.006321620941162109,0.0001913179425869301,0.009992218017578125,0.0023933645214354675,"{'gamma': 'scale', 'kernel': 'rbf'}",1.0,1.0,0.0,0.0,0.5,0.5,0.4472135954999579,4,0.2,0.06666666666666667,0.0,0.0,0.2,0.09333333333333334,0.09043106644167026,7,0.33333333333333337,0.125,0.0,0.0,0.28571428571428575,0.1488095238095238,0.13974791038884943,7,SVC,scale,rbf,,,,,,,,, -0.00498805046081543,0.0005897095587406551,0.004986572265625,0.000797432921395479,"{'gamma': 'scale', 'kernel': 'sigmoid'}",0.3333333333333333,0.5,0.3333333333333333,0.4166666666666667,0.3076923076923077,0.3782051282051282,0.07115095859236722,8,0.26666666666666666,0.2,0.26666666666666666,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.04216370213557838,2,0.2962962962962963,0.28571428571428575,0.2962962962962963,0.3703703703703704,0.28571428571428575,0.3068783068783069,0.03209682727640868,2,SVC,scale,sigmoid,,,,,,,,, -0.020917844772338868,0.01031396109735839,0.008468008041381836,0.0075348208431820895,"{'gamma': 'auto', 'kernel': 'linear'}",0.7142857142857143,0.75,0.5,0.75,0.5,0.6428571428571429,0.11736911946539275,1,0.3333333333333333,0.2,0.06666666666666667,0.2,0.13333333333333333,0.18666666666666668,0.08844332774281065,4,0.4545454545454545,0.31578947368421056,0.11764705882352941,0.31578947368421056,0.2105263157894737,0.28285955530537576,0.11328907588940502,4,SVC,auto,linear,,,,,,,,, -0.010497474670410156,0.009259848162303476,0.009958314895629882,0.010312164275298132,"{'gamma': 'auto', 'kernel': 'poly'}",0.25,0.75,0.8,0.3333333333333333,0.5,0.5266666666666666,0.21873372955363893,3,0.06666666666666667,0.4,0.26666666666666666,0.06666666666666667,0.26666666666666666,0.21333333333333332,0.12927146286443544,3,0.10526315789473685,0.5217391304347827,0.4,0.1111111111111111,0.3478260869565218,0.2971878972794305,0.16432740913785526,3,SVC,auto,poly,,,,,,,,, -0.013279151916503907,0.009229071059416631,0.011511993408203126,0.00604858768898899,"{'gamma': 'auto', 'kernel': 'rbf'}",1.0,1.0,0.0,0.0,0.5,0.5,0.4472135954999579,4,0.2,0.06666666666666667,0.0,0.0,0.2,0.09333333333333334,0.09043106644167026,7,0.33333333333333337,0.125,0.0,0.0,0.28571428571428575,0.1488095238095238,0.13974791038884943,7,SVC,auto,rbf,,,,,,,,, -0.00567169189453125,0.0021257576967382394,0.010579442977905274,0.006664385335807444,"{'gamma': 'auto', 'kernel': 'sigmoid'}",0.3333333333333333,0.5,0.4166666666666667,0.4166666666666667,0.2857142857142857,0.39047619047619053,0.0743070787348916,7,0.26666666666666666,0.2,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.27999999999999997,0.04988876515698587,1,0.2962962962962963,0.28571428571428575,0.3703703703703704,0.3703703703703704,0.2758620689655172,0.31972267834336804,0.04185569642318656,1,SVC,auto,sigmoid,,,,,,,,, -0.002357959747314453,0.00017972567496712662,0.006018257141113282,0.004641267089627722,"{'criterion': 'gini', 'splitter': 'best'}",0.46153846153846156,0.5,0.35714285714285715,0.375,0.2631578947368421,0.3913678426836321,0.08318883099981492,2,0.4,0.5333333333333333,0.3333333333333333,0.2,0.3333333333333333,0.36,0.1083205120618128,3,0.42857142857142855,0.5161290322580646,0.3448275862068965,0.26086956521739135,0.29411764705882354,0.3689030518625209,0.09282189777999214,3,DecisionTreeClassifier,,,gini,best,,,,,,, -0.0012269973754882812,0.00012642108680226437,0.006356573104858399,0.004388534554608462,"{'criterion': 'gini', 'splitter': 'random'}",0.3333333333333333,0.42857142857142855,0.2727272727272727,0.375,0.3125,0.3444264069264069,0.05347568951766427,4,0.26666666666666666,0.4,0.2,0.4,0.3333333333333333,0.31999999999999995,0.07774602526460402,4,0.2962962962962963,0.4137931034482759,0.23076923076923075,0.38709677419354843,0.3225806451612903,0.33010720997372833,0.06529778000913983,4,DecisionTreeClassifier,,,gini,random,,,,,,, -0.0025826454162597655,0.0004584335006093299,0.007314538955688477,0.0028855128884425507,"{'criterion': 'entropy', 'splitter': 'best'}",0.25,0.5789473684210527,0.3333333333333333,0.25,0.45,0.37245614035087715,0.12662802540307697,3,0.26666666666666666,0.7333333333333333,0.3333333333333333,0.13333333333333333,0.6,0.4133333333333333,0.22070593809662464,2,0.2580645161290323,0.6470588235294117,0.3333333333333333,0.1739130434782609,0.5142857142857143,0.3853310861511505,0.17246961444927103,2,DecisionTreeClassifier,,,entropy,best,,,,,,, -0.0011215686798095703,4.2899552724760875e-05,0.004256343841552735,0.0006659967637957167,"{'criterion': 'entropy', 'splitter': 'random'}",0.47619047619047616,0.36363636363636365,0.4,0.5714285714285714,0.46153846153846156,0.4545587745587746,0.07130040765031274,1,0.6666666666666666,0.5333333333333333,0.5333333333333333,0.5333333333333333,0.4,0.5333333333333333,0.08432740427115676,1,0.5555555555555556,0.43243243243243246,0.4571428571428572,0.5517241379310344,0.42857142857142855,0.48508528232666154,0.05683962328977914,1,DecisionTreeClassifier,,,entropy,random,,,,,,, -0.2860123157501221,0.0065809578610467,0.04894404411315918,0.005180679647655121,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'sqrt'}",0.8888888888888888,0.6666666666666666,0.42857142857142855,0.75,0.46153846153846156,0.6391330891330892,0.17395608295060375,6,0.5333333333333333,0.4,0.2,0.2,0.4,0.3466666666666667,0.12927146286443544,5,0.6666666666666667,0.5,0.27272727272727276,0.31578947368421056,0.42857142857142855,0.43675096832991567,0.14033105794913064,6,RandomForestClassifier,,,gini,,balanced,sqrt,,,,, -0.33480038642883303,0.012161352377148353,0.03265457153320313,0.0051378013114674265,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'log2'}",0.7,0.75,0.5,0.8,0.45454545454545453,0.6409090909090909,0.1380501765289325,5,0.4666666666666667,0.6,0.2,0.26666666666666666,0.3333333333333333,0.3733333333333333,0.1436043948569201,4,0.56,0.6666666666666665,0.28571428571428575,0.4,0.3846153846153846,0.4593992673992674,0.1359173698638928,4,RandomForestClassifier,,,gini,,balanced,log2,,,,, -0.40572757720947267,0.03644729950530543,0.03171505928039551,0.0073417441940983935,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.6923076923076923,0.7,0.5,0.8333333333333334,0.5,0.6451282051282051,0.1286719705399348,4,0.6,0.4666666666666667,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.39999999999999997,0.1192569587999888,2,0.6428571428571429,0.56,0.3478260869565218,0.47619047619047616,0.4,0.48537474120082813,0.10645418312644432,2,RandomForestClassifier,,,entropy,,balanced,sqrt,,,,, -0.44021096229553225,0.01600424716037472,0.04031462669372558,0.007167358925973863,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'log2'}",0.9,0.7,0.42857142857142855,0.8571428571428571,0.4166666666666667,0.6604761904761904,0.20534578988631902,2,0.6,0.4666666666666667,0.2,0.4,0.3333333333333333,0.39999999999999997,0.13333333333333333,2,0.7200000000000001,0.56,0.27272727272727276,0.5454545454545455,0.3703703703703704,0.49371043771043777,0.1564129509813087,1,RandomForestClassifier,,,entropy,,balanced,log2,,,,, -0.5234769821166992,0.020813827438192396,0.02729506492614746,0.005075718249887277,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'sqrt'}",0.75,0.7142857142857143,0.42857142857142855,0.75,0.5,0.6285714285714287,0.13665090335506422,8,0.6,0.6666666666666666,0.2,0.2,0.4,0.4133333333333333,0.1950498511777039,1,0.6666666666666665,0.689655172413793,0.27272727272727276,0.31578947368421056,0.4444444444444445,0.47785660598727747,0.17318662940866997,3,RandomForestClassifier,,,gini,,balanced_subsample,sqrt,,,,, -0.48665580749511717,0.008669596889772046,0.028490781784057617,0.0033777377473072565,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'log2'}",0.8888888888888888,0.7,0.5,1.0,0.45454545454545453,0.7086868686868686,0.21239097805324125,1,0.5333333333333333,0.4666666666666667,0.2,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.1520233900132184,7,0.6666666666666667,0.56,0.28571428571428575,0.23529411764705882,0.3846153846153846,0.4264580909286792,0.1634851043949566,8,RandomForestClassifier,,,gini,,balanced_subsample,log2,,,,, -0.4741998195648193,0.01814154653266508,0.022233057022094726,0.00648299975956835,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.875,0.6666666666666666,0.4,0.8571428571428571,0.45454545454545453,0.6506709956709956,0.19723649216408934,3,0.4666666666666667,0.4,0.13333333333333333,0.4,0.3333333333333333,0.3466666666666666,0.11469767022723504,6,0.608695652173913,0.5,0.2,0.5454545454545455,0.3846153846153846,0.44775311644876864,0.14390676548888698,5,RandomForestClassifier,,,entropy,,balanced_subsample,sqrt,,,,, -0.2828421115875244,0.07256240687093148,0.012144517898559571,0.0007294696457891665,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'log2'}",0.7777777777777778,0.6666666666666666,0.42857142857142855,0.8,0.5,0.6346031746031746,0.14795285692071058,7,0.4666666666666667,0.4,0.2,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.09428090415820635,7,0.5833333333333334,0.5,0.27272727272727276,0.4,0.4,0.43121212121212127,0.10482220725184944,7,RandomForestClassifier,,,entropy,,balanced_subsample,log2,,,,, -0.0087860107421875,0.0006307672761773745,0.002872800827026367,8.031084449965966e-05,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.75,0.6666666666666666,0.3333333333333333,0.7142857142857143,0.5,0.5928571428571427,0.1554745496887096,39,0.4,0.5333333333333333,0.06666666666666667,0.3333333333333333,0.26666666666666666,0.31999999999999995,0.15434449203720302,71,0.5217391304347827,0.5925925925925926,0.1111111111111111,0.4545454545454545,0.3478260869565218,0.4055628751280926,0.16787597126414194,55,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,lbfgs -0.41279125213623047,0.052385468728021044,0.007723855972290039,0.004911869775000169,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.8,0.6666666666666666,0.6,0.5,0.5714285714285714,0.6276190476190477,0.10143639585290933,22,0.26666666666666666,0.4,0.2,0.13333333333333333,0.26666666666666666,0.2533333333333333,0.08844332774281068,94,0.4,0.5,0.3,0.2105263157894737,0.36363636363636365,0.3548325358851675,0.09697638061412027,84,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,sgd -0.46135430335998534,0.05996604607719949,0.006118011474609375,0.004127345027054842,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.8,0.6666666666666666,0.5,0.7142857142857143,0.5714285714285714,0.6504761904761904,0.10543506669027086,12,0.26666666666666666,0.5333333333333333,0.13333333333333333,0.3333333333333333,0.26666666666666666,0.30666666666666664,0.13063945294843618,84,0.4,0.5925925925925926,0.2105263157894737,0.4545454545454545,0.36363636363636365,0.40426014531277693,0.12425695972505825,67,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,adam -0.014847564697265624,0.004850254245921461,0.005343770980834961,0.004051600954587534,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.75,0.6666666666666666,0.3333333333333333,0.7142857142857143,0.5,0.5928571428571427,0.1554745496887096,39,0.4,0.5333333333333333,0.06666666666666667,0.3333333333333333,0.26666666666666666,0.31999999999999995,0.15434449203720302,71,0.5217391304347827,0.5925925925925926,0.1111111111111111,0.4545454545454545,0.3478260869565218,0.4055628751280926,0.16787597126414194,55,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,lbfgs -0.15530638694763182,0.08768735126051619,0.008670854568481445,0.006182526625452061,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.20689655172413793,0.10948905109489052,0.3125,0.13333333333333333,0.42857142857142855,0.23815807294475805,0.11857925117551366,94,0.8,1.0,0.3333333333333333,0.5333333333333333,0.2,0.5733333333333334,0.29393876913398137,3,0.3287671232876712,0.19736842105263158,0.3225806451612903,0.21333333333333335,0.27272727272727276,0.26695535911243984,0.05415873931775499,91,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,sgd -0.5789886951446533,0.06057117654432643,0.008996248245239258,0.00462805157824472,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.6666666666666666,0.5,0.8,0.5,0.6433333333333333,0.12454361128179604,14,0.4,0.5333333333333333,0.13333333333333333,0.26666666666666666,0.26666666666666666,0.31999999999999995,0.13597385369580758,71,0.5217391304347827,0.5925925925925926,0.2105263157894737,0.4,0.3478260869565218,0.4145368251546742,0.13377452700962483,46,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,adam -0.022008752822875975,0.0009788569419926752,0.005355644226074219,0.004332314124611706,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.75,0.6666666666666666,0.3333333333333333,0.7142857142857143,0.5,0.5928571428571427,0.1554745496887096,39,0.4,0.5333333333333333,0.06666666666666667,0.3333333333333333,0.26666666666666666,0.31999999999999995,0.15434449203720302,71,0.5217391304347827,0.5925925925925926,0.1111111111111111,0.4545454545454545,0.3478260869565218,0.4055628751280926,0.16787597126414194,55,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,lbfgs -0.6163249969482422,0.038712695390363275,0.006235790252685547,0.00488945605987484,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5555555555555556,0.7,0.6,0.6666666666666666,0.5714285714285714,0.6187301587301587,0.05564527902122027,29,0.3333333333333333,0.4666666666666667,0.2,0.26666666666666666,0.26666666666666666,0.30666666666666664,0.09043106644167023,84,0.4166666666666667,0.56,0.3,0.3809523809523809,0.36363636363636365,0.4042510822510823,0.08657083240586343,68,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,sgd -0.4865110874176025,0.13829500714704496,0.008395910263061523,0.005991815234986468,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.7142857142857143,0.6666666666666666,0.75,0.75,0.5,0.6761904761904762,0.09325312394079115,8,0.3333333333333333,0.5333333333333333,0.2,0.4,0.26666666666666666,0.3466666666666667,0.11469767022723501,58,0.4545454545454545,0.5925925925925926,0.31578947368421056,0.5217391304347827,0.3478260869565218,0.44649854764271246,0.1038176136234756,26,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,adam -0.02971305847167969,0.003638891884586556,0.009960222244262695,0.005110285951937194,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.75,0.6666666666666666,0.3333333333333333,0.7142857142857143,0.5,0.5928571428571427,0.1554745496887096,39,0.4,0.5333333333333333,0.06666666666666667,0.3333333333333333,0.26666666666666666,0.31999999999999995,0.15434449203720302,71,0.5217391304347827,0.5925925925925926,0.1111111111111111,0.4545454545454545,0.3478260869565218,0.4055628751280926,0.16787597126414194,55,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,lbfgs -0.47814087867736815,0.04940652223922048,0.006371927261352539,0.004423358028480963,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5714285714285714,0.875,0.6,0.8,0.5714285714285714,0.6835714285714285,0.12832516097311358,7,0.26666666666666666,0.4666666666666667,0.2,0.26666666666666666,0.26666666666666666,0.29333333333333333,0.09043106644167025,89,0.36363636363636365,0.608695652173913,0.3,0.4,0.36363636363636365,0.4071936758893281,0.10577311423179798,54,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,sgd -0.3472306251525879,0.05538529024164597,0.011474943161010743,0.005912285131401063,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.7142857142857143,0.6666666666666666,0.5,0.7142857142857143,0.5,0.6190476190476191,0.09874495882537009,28,0.3333333333333333,0.5333333333333333,0.13333333333333333,0.3333333333333333,0.26666666666666666,0.31999999999999995,0.12927146286443544,71,0.4545454545454545,0.5925925925925926,0.2105263157894737,0.4545454545454545,0.3478260869565218,0.41200718088589944,0.12723509908128489,50,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,adam -0.029914093017578126,0.006070637304752019,0.008634805679321289,0.006232114739426571,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.75,0.6666666666666666,0.3333333333333333,0.7142857142857143,0.5,0.5928571428571427,0.1554745496887096,39,0.4,0.5333333333333333,0.06666666666666667,0.3333333333333333,0.26666666666666666,0.31999999999999995,0.15434449203720302,71,0.5217391304347827,0.5925925925925926,0.1111111111111111,0.4545454545454545,0.3478260869565218,0.4055628751280926,0.16787597126414194,55,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,lbfgs -0.3477340221405029,0.14063767389379178,0.006580734252929687,0.004247226563413598,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.38461538461538464,0.25,0.047619047619047616,0.1891891891891892,0.26,0.2262847242847243,0.10960404633222237,95,0.6666666666666666,0.26666666666666666,0.2,0.4666666666666667,0.8666666666666667,0.49333333333333335,0.248014336503177,9,0.4878048780487804,0.2580645161290323,0.07692307692307693,0.2692307692307693,0.4,0.2984046480663317,0.139804571069079,89,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,sgd -0.430745267868042,0.03289493873909115,0.01019740104675293,0.005354644779933814,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.6666666666666666,0.5,0.7142857142857143,0.5,0.6261904761904762,0.1063728947794699,24,0.4,0.5333333333333333,0.13333333333333333,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.13333333333333336,65,0.5217391304347827,0.5925925925925926,0.2105263157894737,0.4545454545454545,0.3478260869565218,0.42544591606376503,0.1343669975857773,41,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,adam -0.0385498046875,0.006282626357840024,0.009912347793579102,0.004951356557928791,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.75,0.6666666666666666,0.3333333333333333,0.7142857142857143,0.5,0.5928571428571427,0.1554745496887096,39,0.4,0.5333333333333333,0.06666666666666667,0.3333333333333333,0.26666666666666666,0.31999999999999995,0.15434449203720302,71,0.5217391304347827,0.5925925925925926,0.1111111111111111,0.4545454545454545,0.3478260869565218,0.4055628751280926,0.16787597126414194,55,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,lbfgs -0.7677295207977295,0.045679731343444836,0.008694219589233398,0.005927783853997979,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.7272727272727273,0.5,0.8,0.6666666666666666,0.6721212121212121,0.0990756173911246,9,0.26666666666666666,0.5333333333333333,0.2,0.26666666666666666,0.26666666666666666,0.30666666666666664,0.11623730516108463,84,0.3809523809523809,0.6153846153846153,0.28571428571428575,0.4,0.3809523809523809,0.41260073260073254,0.10898026271446146,49,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,sgd -0.39835262298583984,0.050653341748735654,0.011991453170776368,0.0062655274759880674,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.6666666666666666,0.5,0.7142857142857143,0.5,0.6261904761904762,0.1063728947794699,24,0.4,0.5333333333333333,0.13333333333333333,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.13333333333333336,65,0.5217391304347827,0.5925925925925926,0.2105263157894737,0.4545454545454545,0.3478260869565218,0.42544591606376503,0.1343669975857773,41,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,adam -0.08333706855773926,0.009138913765696671,0.008439779281616211,0.005025200336321938,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.75,0.6666666666666666,0.3333333333333333,0.7142857142857143,0.5,0.5928571428571427,0.1554745496887096,39,0.4,0.5333333333333333,0.06666666666666667,0.3333333333333333,0.26666666666666666,0.31999999999999995,0.15434449203720302,71,0.5217391304347827,0.5925925925925926,0.1111111111111111,0.4545454545454545,0.3478260869565218,0.4055628751280926,0.16787597126414194,55,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,lbfgs -0.6435647964477539,0.03233750340617263,0.010994195938110352,0.004909646368076285,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.7777777777777778,0.75,0.6666666666666666,0.5714285714285714,0.6865079365079365,0.07265265073870356,6,0.26666666666666666,0.4666666666666667,0.2,0.26666666666666666,0.26666666666666666,0.29333333333333333,0.09043106644167025,89,0.3809523809523809,0.5833333333333334,0.31578947368421056,0.3809523809523809,0.36363636363636365,0.40493278651173387,0.09233504163858365,66,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,sgd -0.2735287189483643,0.03885915064489722,0.016505718231201172,0.006349512217394849,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.6666666666666666,0.5,0.7142857142857143,0.5,0.6261904761904762,0.1063728947794699,24,0.4,0.5333333333333333,0.13333333333333333,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.13333333333333336,65,0.5217391304347827,0.5925925925925926,0.2105263157894737,0.4545454545454545,0.3478260869565218,0.42544591606376503,0.1343669975857773,41,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,adam -0.08878984451293945,0.01198781918969307,0.01382288932800293,0.005485600741682184,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.75,0.6666666666666666,0.3333333333333333,0.7142857142857143,0.5,0.5928571428571427,0.1554745496887096,39,0.4,0.5333333333333333,0.06666666666666667,0.3333333333333333,0.26666666666666666,0.31999999999999995,0.15434449203720302,71,0.5217391304347827,0.5925925925925926,0.1111111111111111,0.4545454545454545,0.3478260869565218,0.4055628751280926,0.16787597126414194,55,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,lbfgs -1.6690090656280518,0.8768556448631848,0.0056899070739746095,0.004088313793283498,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.07633587786259542,0.2,0.23333333333333334,0.6,0.3448275862068966,0.29089935948056506,0.17667228881279434,92,0.6666666666666666,0.26666666666666666,0.4666666666666667,0.4,0.6666666666666666,0.4933333333333333,0.15549205052920798,12,0.136986301369863,0.2285714285714286,0.31111111111111117,0.48,0.4545454545454545,0.32224285911957146,0.1308507066538983,87,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,sgd -0.2987091064453125,0.04109466307692878,0.006062698364257812,0.004113454616096293,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.7142857142857143,0.6666666666666666,0.3333333333333333,0.75,0.5,0.5928571428571429,0.1554745496887096,38,0.3333333333333333,0.5333333333333333,0.06666666666666667,0.4,0.26666666666666666,0.32,0.15434449203720302,68,0.4545454545454545,0.5925925925925926,0.1111111111111111,0.5217391304347827,0.3478260869565218,0.4055628751280926,0.16787597126414197,55,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,adam -0.08554224967956543,0.009482020968287385,0.012024641036987305,0.006877836012841213,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.75,0.6666666666666666,0.3333333333333333,0.7142857142857143,0.5,0.5928571428571427,0.1554745496887096,39,0.4,0.5333333333333333,0.06666666666666667,0.3333333333333333,0.26666666666666666,0.31999999999999995,0.15434449203720302,71,0.5217391304347827,0.5925925925925926,0.1111111111111111,0.4545454545454545,0.3478260869565218,0.4055628751280926,0.16787597126414194,55,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,lbfgs -0.7538167476654053,0.09029587740024407,0.0059758186340332035,0.003880299141998251,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.7,0.5,0.7142857142857143,0.5714285714285714,0.6304761904761905,0.0820707067535639,20,0.26666666666666666,0.4666666666666667,0.2,0.3333333333333333,0.26666666666666666,0.30666666666666664,0.09043106644167025,84,0.3809523809523809,0.56,0.28571428571428575,0.4545454545454545,0.36363636363636365,0.408969696969697,0.09264910104657811,52,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,sgd -0.23887181282043457,0.034727581116395075,0.009808874130249024,0.005151594942035373,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.6666666666666666,0.3333333333333333,0.7142857142857143,0.5,0.5928571428571427,0.1554745496887096,39,0.4,0.5333333333333333,0.06666666666666667,0.3333333333333333,0.26666666666666666,0.31999999999999995,0.15434449203720302,71,0.5217391304347827,0.5925925925925926,0.1111111111111111,0.4545454545454545,0.3478260869565218,0.4055628751280926,0.16787597126414194,55,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,adam -0.15012764930725098,0.06391411298744169,0.009886503219604492,0.005066065335500128,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.4117647058823529,0.25,0.5333333333333333,0.4375,0.4598529411764706,0.13785621085465602,68,0.5333333333333333,0.4666666666666667,0.2,0.5333333333333333,0.4666666666666667,0.44000000000000006,0.12364824660660938,20,0.5925925925925926,0.43749999999999994,0.22222222222222224,0.5333333333333333,0.45161290322580644,0.44745221027479093,0.12592553613187488,24,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,lbfgs -0.9623938083648682,0.20377098418099976,0.010961341857910156,0.005684854674710882,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,sgd -0.8121752262115478,0.15056423571426952,0.006057214736938476,0.0038355341231755013,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.0,0.5,0.0,0.3333333333333333,0.31666666666666665,0.2905932629027116,91,0.2,0.0,0.2,0.0,0.06666666666666667,0.09333333333333334,0.09043106644167026,101,0.31578947368421056,0.0,0.28571428571428575,0.0,0.1111111111111111,0.14252297410192147,0.1357478051601837,96,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,adam -0.13280906677246093,0.041342631566023434,0.00966954231262207,0.005063669820496179,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4117647058823529,0.5,0.3333333333333333,0.4375,0.4375,0.42401960784313725,0.053871411609966585,79,0.4666666666666667,0.5333333333333333,0.3333333333333333,0.4666666666666667,0.4666666666666667,0.4533333333333333,0.0653197264742181,18,0.43749999999999994,0.5161290322580646,0.3333333333333333,0.45161290322580644,0.45161290322580644,0.4380376344086021,0.05904256427259846,33,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,lbfgs -0.13455429077148437,0.07078660791059764,0.005538845062255859,0.00402139953326184,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.1,0.13043478260869565,0.10135135135135136,0.0,0.0,0.06635722679200941,0.055261055359614536,102,1.0,0.2,1.0,0.0,0.0,0.44000000000000006,0.463033476111609,20,0.18181818181818182,0.15789473684210528,0.18404907975460125,0.0,0.0,0.10475239968297767,0.086020156619145,102,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,sgd -0.89035005569458,0.09370890668582763,0.012664794921875,0.005279972375852874,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.8,0.0,0.4,0.0,0.625,0.36500000000000005,0.3238826948140329,88,0.26666666666666666,0.0,0.13333333333333333,0.0,0.3333333333333333,0.14666666666666667,0.13597385369580758,100,0.4,0.0,0.2,0.0,0.43478260869565216,0.20695652173913043,0.18701920081767048,93,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,adam -0.17714519500732423,0.07832891502386492,0.009531068801879882,0.0069221821834872625,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42857142857142855,0.47058823529411764,0.4166666666666667,0.8333333333333334,0.30434782608695654,0.49070149799050056,0.17992782482639688,61,0.6,0.5333333333333333,0.3333333333333333,0.6666666666666666,0.4666666666666667,0.52,0.11469767022723501,5,0.5,0.5,0.3703703703703704,0.7407407407407408,0.3684210526315789,0.49590643274853796,0.13563862138541963,7,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,lbfgs -1.1046733856201172,0.15804971788009373,0.0072516918182373045,0.006583476172574849,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,sgd -0.8959580421447754,0.15299272755012278,0.014196014404296875,0.006029925438967272,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.0,0.8333333333333334,0.0,0.0,0.0,0.16666666666666669,0.33333333333333337,97,0.0,0.3333333333333333,0.0,0.0,0.0,0.06666666666666667,0.13333333333333333,104,0.0,0.47619047619047616,0.0,0.0,0.0,0.09523809523809523,0.19047619047619044,103,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,adam -0.17810482978820802,0.054893708264350215,0.00849761962890625,0.005103342535000099,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3888888888888889,0.5,0.2727272727272727,0.5833333333333334,0.3181818181818182,0.4126262626262626,0.11474320663566002,81,0.4666666666666667,0.5333333333333333,0.2,0.4666666666666667,0.4666666666666667,0.42666666666666664,0.11623730516108462,25,0.42424242424242425,0.5161290322580646,0.23076923076923075,0.5185185185185186,0.3783783783783784,0.41360751683332336,0.1061141005732125,47,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,lbfgs -1.859487533569336,0.07556791930549496,0.007999038696289063,0.005197122798019753,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,1.0,1.0,1.0,0.0,0.7333333333333333,0.38873012632302,2,0.13333333333333333,0.06666666666666667,0.13333333333333333,0.06666666666666667,0.0,0.08,0.049888765156985884,103,0.2222222222222222,0.125,0.23529411764705882,0.125,0.0,0.1415032679738562,0.08471146747906787,98,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,sgd -0.7282567501068116,0.06608378702941022,0.006531763076782227,0.005546169047210864,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.6666666666666666,0.5714285714285714,0.7142857142857143,0.5454545454545454,0.6245670995670995,0.06148900742526902,27,0.3333333333333333,0.5333333333333333,0.26666666666666666,0.3333333333333333,0.4,0.37333333333333335,0.09043106644167026,48,0.43478260869565216,0.5925925925925926,0.36363636363636365,0.4545454545454545,0.4615384615384615,0.4614190962017049,0.07419529986153776,15,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,adam -0.15124011039733887,0.027235164090335644,0.004101371765136719,0.0007467302874057492,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4117647058823529,0.6,0.4,0.4166666666666667,0.46153846153846156,0.4579939668174962,0.07400900944432709,69,0.4666666666666667,0.6,0.4,0.3333333333333333,0.4,0.44000000000000006,0.09043106644167023,20,0.43749999999999994,0.6,0.4000000000000001,0.3703703703703704,0.42857142857142855,0.4472883597883598,0.0798993699915518,25,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,lbfgs -1.3722921371459962,1.7932978285312542,0.004005861282348633,0.00044099228069256925,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.1,0.0,0.0,0.0,0.0,0.02,0.04,104,1.0,0.0,0.0,0.0,0.0,0.2,0.4000000000000001,99,0.18181818181818182,0.0,0.0,0.0,0.0,0.03636363636363636,0.07272727272727272,104,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,sgd -0.7916072368621826,0.07843980088078238,0.004121589660644531,0.0006666918026479063,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.6666666666666666,0.5714285714285714,0.7142857142857143,0.625,0.6404761904761904,0.04770824978455686,16,0.3333333333333333,0.5333333333333333,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.36,0.09043106644167025,52,0.43478260869565216,0.5925925925925926,0.36363636363636365,0.4545454545454545,0.43478260869565216,0.456067925633143,0.07495468723705649,19,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,adam -0.155975341796875,0.028031350403706738,0.003656005859375,9.330590824577548e-05,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.21428571428571427,0.5333333333333333,0.3076923076923077,0.6666666666666666,0.45454545454545453,0.43530469530469534,0.16040105605962274,74,0.2,0.5333333333333333,0.26666666666666666,0.4,0.3333333333333333,0.3466666666666666,0.11469767022723501,60,0.20689655172413796,0.5333333333333333,0.28571428571428575,0.5,0.3846153846153846,0.38211191107742837,0.12390699073710539,75,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,lbfgs -1.956242561340332,0.10414214675248187,0.0060504436492919925,0.0042686235025199155,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.75,1.0,1.0,1.0,0.0,0.75,0.3872983346207417,1,0.2,0.06666666666666667,0.13333333333333333,0.06666666666666667,0.0,0.09333333333333334,0.0679869268479038,101,0.31578947368421056,0.125,0.23529411764705882,0.125,0.0,0.1602167182662539,0.10769338831053449,94,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,sgd -0.7670823097229004,0.056590961081347355,0.005961322784423828,0.0042141504480393424,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.6666666666666666,0.5714285714285714,0.7142857142857143,0.625,0.6404761904761904,0.04770824978455686,16,0.3333333333333333,0.5333333333333333,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.36,0.09043106644167025,52,0.43478260869565216,0.5925925925925926,0.36363636363636365,0.4545454545454545,0.43478260869565216,0.456067925633143,0.07495468723705649,19,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,adam -1.0623842239379884,0.6659976928784407,0.00832352638244629,0.005164553270049739,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.47368421052631576,0.35,0.3333333333333333,0.5454545454545454,0.3333333333333333,0.4071610845295056,0.08685490303370341,83,0.6,0.4666666666666667,0.26666666666666666,0.4,0.26666666666666666,0.4,0.12649110640673517,35,0.5294117647058824,0.4,0.2962962962962963,0.4615384615384615,0.2962962962962963,0.3967085637673873,0.09163965915931349,71,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,lbfgs -0.5519315719604492,0.027680225376875034,0.00830979347229004,0.005156654692865792,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,sgd -2.1622214794158934,0.44106115700390763,0.010292768478393555,0.004829359007248479,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5714285714285714,0.7142857142857143,0.5454545454545454,0.7777777777777778,0.5384615384615384,0.6294816294816294,0.09787629515632848,21,0.5333333333333333,0.6666666666666666,0.4,0.4666666666666667,0.4666666666666667,0.5066666666666667,0.09043106644167022,7,0.5517241379310344,0.689655172413793,0.4615384615384615,0.5833333333333334,0.5,0.5572502210433244,0.07833296394971856,2,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,adam -0.8559772491455078,0.1293266348685784,0.008203458786010743,0.005058531046934652,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4,0.45454545454545453,0.4,0.5384615384615384,0.25,0.40860139860139855,0.09410301159389706,82,0.5333333333333333,0.3333333333333333,0.4,0.4666666666666667,0.2,0.38666666666666666,0.11469767022723501,40,0.4571428571428572,0.3846153846153846,0.4000000000000001,0.5,0.22222222222222224,0.39279609279609284,0.0947073908304668,73,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,lbfgs -0.8211431980133057,0.33790732992893896,0.003950595855712891,0.00016487212767783544,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0958904109589041,0.4,0.0,0.0,0.0,0.09917808219178083,0.1549280549014086,99,0.9333333333333333,0.4,0.0,0.0,0.0,0.2666666666666667,0.3675746333890726,93,0.17391304347826086,0.4000000000000001,0.0,0.0,0.0,0.11478260869565218,0.15771525633049926,100,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,sgd -4.453092908859253,4.141828073111946,0.008126211166381837,0.005131433975925228,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.7142857142857143,0.38461538461538464,0.8,0.5833333333333334,0.6164468864468865,0.14026905178475296,33,0.6,0.6666666666666666,0.3333333333333333,0.5333333333333333,0.4666666666666667,0.52,0.114697670227235,5,0.6,0.689655172413793,0.3571428571428571,0.64,0.5185185185185186,0.5610633096150337,0.11634134631421887,1,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,adam -0.8494159698486328,0.18915333651221145,0.006510543823242188,0.004336418703970351,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5454545454545454,0.29411764705882354,0.35714285714285715,0.5454545454545454,0.2608695652173913,0.4006078320656326,0.12224343543005647,84,0.4,0.3333333333333333,0.3333333333333333,0.4,0.4,0.37333333333333335,0.03265986323710906,48,0.4615384615384615,0.3125,0.3448275862068965,0.4615384615384615,0.31578947368421056,0.37923879659360604,0.06813293571947826,78,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,lbfgs -0.8509269237518311,0.041537498560826336,0.012136459350585938,0.004147894606533691,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,sgd -4.521573162078857,4.113044593754931,0.00985126495361328,0.0063704943572863,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6153846153846154,0.7142857142857143,0.25,0.9,0.5384615384615384,0.6036263736263736,0.21425178655052513,34,0.5333333333333333,0.6666666666666666,0.2,0.6,0.4666666666666667,0.49333333333333335,0.1611072796479276,9,0.5714285714285715,0.689655172413793,0.22222222222222224,0.7200000000000001,0.5,0.5406611932129174,0.1779690736612975,3,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,adam -0.14411320686340331,0.03874854904399783,0.0058650016784667965,0.003950467077653057,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35,0.4,0.3,0.3333333333333333,0.4117647058823529,0.35901960784313725,0.04167946746850643,89,0.4666666666666667,0.4,0.4,0.4666666666666667,0.4666666666666667,0.44000000000000006,0.03265986323710904,20,0.4,0.4000000000000001,0.34285714285714286,0.3888888888888889,0.43749999999999994,0.39384920634920634,0.03035078779833965,72,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,lbfgs -0.6715822219848633,0.05333150177278362,0.008933687210083007,0.005891095366219891,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5454545454545454,0.7272727272727273,0.6,0.6,0.5,0.5945454545454545,0.07619027941729806,37,0.4,0.5333333333333333,0.2,0.4,0.26666666666666666,0.36,0.11623730516108462,52,0.4615384615384615,0.6153846153846153,0.3,0.48,0.3478260869565218,0.44094983277591976,0.11037679826239648,29,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,sgd -0.9435574531555175,0.1227604752988589,0.005795192718505859,0.003998428077532989,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5384615384615384,0.7,0.6666666666666666,0.7777777777777778,0.5,0.6365811965811965,0.10309747353646387,19,0.4666666666666667,0.4666666666666667,0.26666666666666666,0.4666666666666667,0.4,0.4133333333333333,0.07774602526460402,33,0.5,0.56,0.3809523809523809,0.5833333333333334,0.4444444444444445,0.4937460317460318,0.07430698379537377,8,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,adam -0.2002716541290283,0.10832886172656554,0.006077957153320312,0.0045493858858205085,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4117647058823529,0.3333333333333333,0.3333333333333333,0.4444444444444444,0.30434782608695654,0.3654447286160841,0.05325713155545123,87,0.4666666666666667,0.3333333333333333,0.4666666666666667,0.26666666666666666,0.4666666666666667,0.4,0.08432740427115679,35,0.43749999999999994,0.3333333333333333,0.3888888888888889,0.33333333333333337,0.3684210526315789,0.37229532163742685,0.03893091208806111,79,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,lbfgs -0.37961807250976565,0.37448924476061446,0.011241388320922852,0.00544374311798834,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.07246376811594203,0.0,0.059322033898305086,0.2,0.05084745762711865,0.07652665192827315,0.06644384556266883,101,0.3333333333333333,0.0,0.4666666666666667,0.4,0.4,0.32,0.1654623152798781,68,0.11904761904761905,0.0,0.10526315789473685,0.26666666666666666,0.09022556390977444,0.11624060150375941,0.08595934424487925,99,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,sgd -0.9788445472717285,0.07136002815869036,0.006551790237426758,0.0048455559562733015,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6153846153846154,0.8571428571428571,0.4,0.6666666666666666,0.5454545454545454,0.6169297369297368,0.14989710234930398,30,0.5333333333333333,0.4,0.13333333333333333,0.5333333333333333,0.4,0.4,0.14605934866804432,35,0.5714285714285715,0.5454545454545455,0.2,0.5925925925925926,0.4615384615384615,0.4742028342028342,0.14414809457417035,12,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,adam -0.16089048385620117,0.054185579861972824,0.007913494110107422,0.005304185565701577,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4444444444444444,0.5263157894736842,0.21428571428571427,0.5,0.4375,0.4245091896407686,0.11029372724363519,78,0.5333333333333333,0.6666666666666666,0.2,0.4666666666666667,0.4666666666666667,0.4666666666666667,0.15202339001321838,13,0.4848484848484848,0.5882352941176471,0.20689655172413796,0.4827586206896552,0.45161290322580644,0.44287037092114623,0.1266840721100617,28,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,lbfgs -0.8132130622863769,0.05060355171496424,0.006753063201904297,0.004454257715023587,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5555555555555556,0.75,0.4444444444444444,0.5,0.5,0.55,0.10599324460188285,49,0.3333333333333333,0.6,0.26666666666666666,0.2,0.4,0.36,0.13727506854649335,52,0.4166666666666667,0.6666666666666665,0.33333333333333337,0.28571428571428575,0.4444444444444445,0.42936507936507934,0.13157380212984454,36,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,sgd -0.9006342411041259,0.08274375611153714,0.01183304786682129,0.006654415334903918,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5833333333333334,0.7777777777777778,0.5714285714285714,0.8571428571428571,0.5,0.6579365079365079,0.13567482950068635,11,0.4666666666666667,0.4666666666666667,0.26666666666666666,0.4,0.4666666666666667,0.4133333333333334,0.07774602526460402,30,0.5185185185185186,0.5833333333333334,0.36363636363636365,0.5454545454545455,0.4827586206896552,0.4987402763264833,0.0751503395058381,6,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,adam -0.09832773208618165,0.009663625304321006,0.006001853942871093,0.004104925069864646,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4375,0.6111111111111112,0.25,0.5,0.375,0.43472222222222223,0.12088919526104969,75,0.4666666666666667,0.7333333333333333,0.2,0.5333333333333333,0.4,0.4666666666666666,0.17384539747207062,15,0.45161290322580644,0.6666666666666666,0.22222222222222224,0.5161290322580646,0.38709677419354843,0.44874551971326165,0.14639109130745592,23,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,lbfgs -0.8962534904479981,0.06632569301883251,0.005865859985351563,0.004038116411723642,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.75,0.6666666666666666,0.5,0.6666666666666666,0.5,0.6166666666666666,0.09999999999999999,31,0.4,0.5333333333333333,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.3466666666666666,0.10666666666666667,60,0.5217391304347827,0.5925925925925926,0.3478260869565218,0.3809523809523809,0.3478260869565218,0.4381872555785599,0.1004271241780448,32,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,sgd -5.1304747581481935,0.36338149338866993,0.009082221984863281,0.006313564215652954,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.38461538461538464,0.6,0.38461538461538464,0.7272727272727273,0.4666666666666667,0.5126340326340326,0.13311132837216885,57,0.3333333333333333,0.6,0.3333333333333333,0.5333333333333333,0.4666666666666667,0.4533333333333333,0.10666666666666667,18,0.3571428571428571,0.6,0.3571428571428571,0.6153846153846153,0.4666666666666667,0.47926739926739925,0.11233151244730197,11,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,adam -0.09303174018859864,0.007196012372432869,0.007793903350830078,0.004972216495932819,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5833333333333334,0.5789473684210527,0.375,0.6153846153846154,0.4,0.5105330634278002,0.10154901650596047,58,0.4666666666666667,0.7333333333333333,0.4,0.5333333333333333,0.4,0.5066666666666666,0.12364824660660936,8,0.5185185185185186,0.6470588235294117,0.38709677419354843,0.5714285714285715,0.4000000000000001,0.50482053753401,0.09970177973258099,5,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,lbfgs -0.5629958152770996,0.21909807344241738,0.007103681564331055,0.004614899258469573,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.02564102564102564,0.15517241379310345,0.06493506493506493,0.07874015748031496,0.06489773236990179,0.053092253526613016,103,0.0,0.13333333333333333,0.6,0.3333333333333333,0.6666666666666666,0.3466666666666667,0.25785439474418287,58,0.0,0.043010752688172046,0.24657534246575347,0.10869565217391304,0.14084507042253522,0.10782536355007474,0.08505275762633326,101,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,sgd -4.784763622283935,0.5676042875893789,0.011121177673339843,0.004953844923381216,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.375,0.6,0.3333333333333333,0.875,0.42857142857142855,0.5223809523809524,0.19830546308496497,53,0.4,0.6,0.13333333333333333,0.4666666666666667,0.4,0.4,0.1520233900132184,35,0.38709677419354843,0.6,0.19047619047619044,0.608695652173913,0.4137931034482759,0.4400123440583855,0.15479399636121455,30,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,adam -0.11520438194274903,0.011891146049292447,0.00906219482421875,0.0063698447162287165,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35714285714285715,0.4666666666666667,0.2222222222222222,0.4444444444444444,0.29411764705882354,0.3569187675070028,0.09142487161673646,90,0.3333333333333333,0.4666666666666667,0.13333333333333333,0.5333333333333333,0.3333333333333333,0.36,0.13727506854649335,52,0.3448275862068965,0.4666666666666667,0.16666666666666669,0.4848484848484848,0.3125,0.35510188087774297,0.11550687772608863,83,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,lbfgs -1.0061275005340575,0.03360685129139072,0.006242990493774414,0.00485270407270494,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.8333333333333334,0.7272727272727273,0.625,0.7142857142857143,0.6,0.699978354978355,0.08288625787280858,5,0.3333333333333333,0.5333333333333333,0.3333333333333333,0.3333333333333333,0.4,0.3866666666666666,0.07774602526460402,43,0.47619047619047616,0.6153846153846153,0.43478260869565216,0.4545454545454545,0.48,0.4921806309632396,0.0637090481201068,9,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,sgd -4.629421186447144,0.13540626236871586,0.010876607894897462,0.005748873420473482,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.5625,0.2857142857142857,0.8571428571428571,0.375,0.5160714285714285,0.19581071659818283,56,0.4,0.6,0.13333333333333333,0.4,0.4,0.3866666666666666,0.1484737163421339,43,0.4444444444444445,0.5806451612903225,0.18181818181818182,0.5454545454545455,0.38709677419354843,0.42789182144020854,0.141170137237338,39,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,adam -0.2941581249237061,0.02632433467917405,0.005910730361938477,0.0038511710517310466,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5714285714285714,0.45454545454545453,0.3333333333333333,0.5,0.3333333333333333,0.43852813852813854,0.09362666640469776,73,0.5333333333333333,0.6666666666666666,0.26666666666666666,0.4,0.26666666666666666,0.42666666666666664,0.15549205052920798,25,0.5517241379310344,0.5405405405405405,0.2962962962962963,0.4444444444444445,0.2962962962962963,0.4258603431017224,0.11217156128480632,40,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,lbfgs -1.12943696975708,0.1791057062603704,0.008353614807128906,0.005383584409018738,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5555555555555556,0.8181818181818182,0.6666666666666666,0.6666666666666666,0.5,0.6414141414141413,0.10944573794409325,15,0.3333333333333333,0.6,0.26666666666666666,0.26666666666666666,0.4,0.37333333333333335,0.12364824660660936,48,0.4166666666666667,0.6923076923076923,0.3809523809523809,0.3809523809523809,0.4444444444444445,0.4630647130647131,0.1170783556555994,14,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,sgd -5.108208179473877,0.19224032174035321,0.006807947158813476,0.005073740193191009,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.3333333333333333,0.5,0.42857142857142855,0.7272727272727273,0.375,0.4728354978354979,0.13890151926229,65,0.26666666666666666,0.5333333333333333,0.4,0.5333333333333333,0.4,0.42666666666666664,0.09977753031397177,25,0.2962962962962963,0.5161290322580646,0.4137931034482759,0.6153846153846153,0.38709677419354843,0.4457399643161601,0.11002451008767816,27,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,adam -0.3309732437133789,0.07118969740877704,0.013748502731323243,0.0049695829072111015,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5294117647058824,0.4444444444444444,0.3684210526315789,0.8181818181818182,0.4375,0.5195918159927448,0.1577917705070845,55,0.6,0.5333333333333333,0.4666666666666667,0.6,0.4666666666666667,0.5333333333333334,0.059628479399994376,4,0.5625,0.4848484848484848,0.4117647058823529,0.6923076923076923,0.45161290322580644,0.5206067572528673,0.09911776124587006,4,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,lbfgs -2.9977642059326173,0.6589297359733802,0.010205078125,0.005044413057573592,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.05154639175257732,0.02127659574468085,0.10752688172043011,0.1271186440677966,0.09774436090225563,0.08104257483754809,0.03884680012057555,100,0.3333333333333333,0.06666666666666667,0.6666666666666666,1.0,0.8666666666666667,0.5866666666666667,0.3435759660460034,2,0.08928571428571429,0.03225806451612903,0.18518518518518517,0.22556390977443605,0.17567567567567566,0.14159370988742803,0.07043181288639061,97,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,sgd -5.148477554321289,0.40310243711628324,0.013916587829589844,0.005139763852310096,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.2727272727272727,0.5,0.3333333333333333,0.7777777777777778,0.35294117647058826,0.44735591206179437,0.18130662523501384,71,0.2,0.6,0.3333333333333333,0.4666666666666667,0.4,0.4,0.13333333333333333,35,0.23076923076923075,0.5454545454545454,0.3333333333333333,0.5833333333333334,0.37500000000000006,0.41357808857808853,0.13232899240620685,48,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,adam -0.2819829940795898,0.013324073821523891,0.00873861312866211,0.0054774391432078256,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.375,0.5384615384615384,0.3333333333333333,0.5625,0.3888888888888889,0.43963675213675213,0.09264490085045411,72,0.4,0.4666666666666667,0.2,0.6,0.4666666666666667,0.42666666666666664,0.13063945294843615,25,0.38709677419354843,0.5,0.25,0.5806451612903225,0.42424242424242425,0.42839687194525905,0.11122495312257172,37,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,lbfgs -1.3925707340240479,0.10063578289855858,0.008583641052246094,0.005562314659336673,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.75,0.7,0.5714285714285714,0.625,0.5555555555555556,0.6403968253968253,0.07450787563993429,18,0.4,0.4666666666666667,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.36,0.0679869268479038,52,0.5217391304347827,0.56,0.36363636363636365,0.43478260869565216,0.4166666666666667,0.4593649538866931,0.0715672394664074,17,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,sgd -4.604433679580689,0.27277409972778366,0.003975343704223633,0.00026416543587696534,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.3125,0.5625,0.46153846153846156,0.6363636363636364,0.375,0.4695804195804196,0.11843570145747932,66,0.3333333333333333,0.6,0.4,0.4666666666666667,0.4,0.44000000000000006,0.09043106644167023,20,0.3225806451612903,0.5806451612903225,0.42857142857142855,0.5384615384615385,0.38709677419354843,0.45147110953562564,0.09543005042130852,21,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,adam -0.2552955150604248,0.07644632548556332,0.007823753356933593,0.004913035371983415,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.45454545454545453,0.5,0.3684210526315789,0.25,0.5833333333333334,0.43125996810207334,0.11419073483506939,76,0.3333333333333333,0.5333333333333333,0.4666666666666667,0.26666666666666666,0.4666666666666667,0.4133333333333334,0.09797958971132713,30,0.3846153846153846,0.5161290322580646,0.4117647058823529,0.2580645161290323,0.5185185185185186,0.4178184314806706,0.09640112565689139,45,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,lbfgs -0.701977014541626,0.13511420847190647,0.010378837585449219,0.005455136420788723,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5555555555555556,0.8,0.5714285714285714,0.6666666666666666,0.625,0.6437301587301587,0.08752079262004843,13,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.29333333333333333,0.03265986323710903,89,0.4166666666666667,0.4,0.36363636363636365,0.3809523809523809,0.43478260869565216,0.39920760399021266,0.025177744256549277,70,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,sgd -0.8834170341491699,0.14030635260877092,0.004218435287475586,0.0006959406649108086,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5833333333333334,0.75,0.5,0.8,0.375,0.6016666666666668,0.15709162223930906,35,0.4666666666666667,0.4,0.26666666666666666,0.26666666666666666,0.2,0.31999999999999995,0.09797958971132713,71,0.5185185185185186,0.5217391304347827,0.3478260869565218,0.4,0.26086956521739135,0.40979066022544297,0.10046607890990597,51,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,adam -0.3164236068725586,0.18082003933758964,0.011112165451049805,0.006163396813258971,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4166666666666667,0.4117647058823529,0.3333333333333333,0.5,0.3125,0.3948529411764706,0.06690952018069796,85,0.3333333333333333,0.4666666666666667,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.3466666666666666,0.06531972647421809,60,0.3703703703703704,0.43749999999999994,0.2962962962962963,0.4,0.3225806451612903,0.36534946236559135,0.0510471954679761,81,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,lbfgs -0.26574363708496096,0.42334985860867463,0.006870794296264649,0.006190761343058032,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.1,0.42857142857142855,0.45454545454545453,0.2,0.1875,0.2741233766233766,0.1412254662436496,93,1.0,0.8,0.3333333333333333,0.13333333333333333,0.2,0.49333333333333335,0.34409301068170506,9,0.18181818181818182,0.5581395348837209,0.3846153846153846,0.16,0.19354838709677422,0.2956242976828123,0.1540122962417018,90,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,sgd -0.9198866367340088,0.07012528429175699,0.01019134521484375,0.004801287795952543,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.8888888888888888,0.6,0.8333333333333334,0.5,0.6644444444444445,0.1656114745234374,10,0.3333333333333333,0.5333333333333333,0.4,0.3333333333333333,0.3333333333333333,0.3866666666666666,0.07774602526460402,43,0.4,0.6666666666666667,0.48,0.47619047619047616,0.4,0.4845714285714286,0.09752380952380954,10,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,adam -0.26411638259887693,0.024971971773430107,0.00587611198425293,0.004698019489627998,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4375,0.42105263157894735,0.34782608695652173,0.5454545454545454,0.375,0.42536665279800284,0.06802392214682067,77,0.4666666666666667,0.5333333333333333,0.5333333333333333,0.4,0.4,0.4666666666666666,0.059628479399994376,15,0.45161290322580644,0.47058823529411764,0.4210526315789474,0.4615384615384615,0.38709677419354843,0.43837780116617625,0.03059085291623378,31,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,lbfgs -0.8776378154754638,0.11586499617974805,0.0075490474700927734,0.004986025797607249,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5555555555555556,1.0,0.75,0.75,0.5,0.711111111111111,0.17620835030170784,4,0.3333333333333333,0.26666666666666666,0.2,0.2,0.13333333333333333,0.22666666666666666,0.06798692684790379,96,0.4166666666666667,0.4210526315789474,0.31578947368421056,0.31578947368421056,0.2105263157894737,0.3359649122807018,0.07784809730643436,85,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,sgd -0.947425365447998,0.08838147095977099,0.00973196029663086,0.005044679243927379,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6153846153846154,0.7,0.16666666666666666,0.4,0.5555555555555556,0.48752136752136754,0.188006680194598,62,0.5333333333333333,0.4666666666666667,0.06666666666666667,0.13333333333333333,0.3333333333333333,0.30666666666666664,0.1818424226264781,84,0.5714285714285715,0.56,0.09523809523809522,0.2,0.4166666666666667,0.3686666666666667,0.19143482576847612,80,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,adam -0.11997904777526855,0.020909265365141025,0.007657814025878906,0.00499858784558235,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.5625,0.38095238095238093,0.5833333333333334,0.4,0.4853571428571429,0.08240262583051691,63,0.3333333333333333,0.6,0.5333333333333333,0.4666666666666667,0.4,0.4666666666666667,0.09428090415820634,13,0.4,0.5806451612903225,0.4444444444444444,0.5185185185185186,0.4000000000000001,0.4687216248506571,0.0707690801986773,13,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,lbfgs -0.7810997486114502,0.015149420859137777,0.008218812942504882,0.005425581323297687,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6,0.7142857142857143,0.6,0.5,0.5714285714285714,0.5971428571428572,0.06904597699196899,36,0.2,0.3333333333333333,0.2,0.13333333333333333,0.26666666666666666,0.22666666666666666,0.06798692684790379,96,0.3,0.4545454545454545,0.3,0.2105263157894737,0.36363636363636365,0.3257416267942584,0.08077904148187352,86,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,sgd -3.704437589645386,0.3325925094573852,0.007916879653930665,0.005109775736943412,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5555555555555556,0.5555555555555556,0.3076923076923077,0.8333333333333334,0.38461538461538464,0.5273504273504274,0.18101910353561837,52,0.3333333333333333,0.6666666666666666,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.3866666666666666,0.14236104336041747,43,0.4166666666666667,0.606060606060606,0.28571428571428575,0.47619047619047616,0.3571428571428571,0.4283549783549784,0.10901529709732534,38,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,adam -0.12014942169189453,0.012556809654800428,0.007716178894042969,0.005164636395405742,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.2727272727272727,0.5263157894736842,0.25,0.5454545454545454,0.3333333333333333,0.3855661881977671,0.12586804232998908,86,0.2,0.6666666666666666,0.3333333333333333,0.4,0.3333333333333333,0.38666666666666666,0.154344492037203,40,0.23076923076923075,0.5882352941176471,0.28571428571428575,0.4615384615384615,0.3333333333333333,0.37991812109459167,0.1291106665515275,77,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,lbfgs -0.3497926235198975,0.2506822714787481,0.010896968841552734,0.006145841687159608,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.12195121951219512,0.29411764705882354,0.3125,0.18181818181818182,0.10067114093959731,0.20221163786575955,0.08692334285784752,96,1.0,0.3333333333333333,0.6666666666666666,0.13333333333333333,1.0,0.6266666666666667,0.3492213560989012,1,0.21739130434782605,0.3125,0.425531914893617,0.15384615384615383,0.18292682926829268,0.2584392404711779,0.09916581935514532,92,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,sgd -4.082661247253418,0.23105299343279728,0.006697702407836914,0.003744607727098198,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5833333333333334,0.5833333333333334,0.5,0.7142857142857143,0.3333333333333333,0.5428571428571429,0.12522089326004482,50,0.4666666666666667,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.3733333333333333,0.08,51,0.5185185185185186,0.5185185185185186,0.4,0.4545454545454545,0.2962962962962963,0.4375757575757576,0.08338255866801422,34,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,adam -0.1450314998626709,0.01002973005282073,0.004688072204589844,0.0010150429954623446,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6363636363636364,0.45,0.35,0.5714285714285714,0.3076923076923077,0.46309690309690305,0.12559469563174538,67,0.4666666666666667,0.6,0.4666666666666667,0.5333333333333333,0.26666666666666666,0.4666666666666666,0.11155467020454339,15,0.5384615384615385,0.5142857142857143,0.4,0.5517241379310344,0.28571428571428575,0.45803713527851453,0.10146202766253046,18,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,lbfgs -1.0832029342651368,0.04729558887704011,0.013310718536376952,0.004968400694389948,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.75,0.5,0.5,0.6166666666666666,0.09999999999999999,31,0.26666666666666666,0.26666666666666666,0.2,0.13333333333333333,0.2,0.21333333333333332,0.049888765156985884,98,0.3809523809523809,0.3809523809523809,0.31578947368421056,0.2105263157894737,0.28571428571428575,0.31478696741854634,0.06398786324704937,88,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,sgd -4.102909755706787,0.5113861861258775,0.011848878860473634,0.006369182324340267,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.6,0.5,0.5714285714285714,0.3333333333333333,0.500952380952381,0.0926016019804323,60,0.3333333333333333,0.6,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.3466666666666666,0.12927146286443542,60,0.4,0.6,0.3478260869565218,0.36363636363636365,0.2962962962962963,0.40155174937783633,0.10467745677371292,69,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,adam -0.3505539894104004,0.03266086844986588,0.004371452331542969,0.0009644386688124272,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4,0.47368421052631576,0.2727272727272727,0.5833333333333334,0.38095238095238093,0.42213943950786054,0.10310272448602675,80,0.26666666666666666,0.6,0.2,0.4666666666666667,0.5333333333333333,0.4133333333333333,0.154344492037203,33,0.32,0.5294117647058824,0.23076923076923075,0.5185185185185186,0.4444444444444444,0.40862879168761523,0.1161345131669195,53,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,lbfgs -1.6747754573822022,0.16657921297145795,0.01642017364501953,0.006192033995651046,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.7,0.4,0.8,0.5714285714285714,0.6276190476190475,0.13523809523809524,23,0.26666666666666666,0.4666666666666667,0.13333333333333333,0.26666666666666666,0.26666666666666666,0.27999999999999997,0.10666666666666667,92,0.3809523809523809,0.56,0.2,0.4,0.36363636363636365,0.380917748917749,0.11442417953312109,76,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,sgd -3.2439979553222655,0.28987572628543484,0.011355209350585937,0.005433286350765312,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.45454545454545453,0.5294117647058824,0.4,0.75,0.4666666666666667,0.5201247771836007,0.12207968334924264,54,0.3333333333333333,0.6,0.26666666666666666,0.4,0.4666666666666667,0.4133333333333334,0.11469767022723501,30,0.3846153846153846,0.5625,0.32,0.5217391304347827,0.4666666666666667,0.45110423634336677,0.08859975378385718,22,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,adam -0.5252115726470947,0.37689205758095495,0.010236597061157227,0.00516845169359429,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.46153846153846156,0.4166666666666667,0.4166666666666667,0.2857142857142857,0.44945054945054946,0.12352173023413905,70,0.4,0.4,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.3466666666666666,0.0498887651569859,60,0.5,0.42857142857142855,0.3703703703703704,0.3703703703703704,0.2758620689655172,0.3890348476555373,0.0740016344771194,74,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,lbfgs -0.5627530097961426,0.287972526273579,0.008957433700561523,0.006100474278610251,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.16666666666666666,0.2,0.16,0.0,0.1,0.12533333333333335,0.07047773486081339,98,0.8,0.06666666666666667,0.26666666666666666,0.0,0.4666666666666667,0.32,0.2902872140943632,68,0.27586206896551724,0.1,0.2,0.0,0.1647058823529412,0.1481135902636917,0.09331637656016545,95,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,sgd -3.0017105102539063,0.08363556422576315,0.004465866088867188,0.001049500748614059,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.4166666666666667,0.5625,0.3333333333333333,0.6666666666666666,0.4166666666666667,0.47916666666666663,0.11931517552730295,64,0.3333333333333333,0.6,0.26666666666666666,0.4,0.3333333333333333,0.38666666666666666,0.11469767022723501,40,0.3703703703703704,0.5806451612903225,0.2962962962962963,0.5,0.3703703703703704,0.42353643966547194,0.10234563244498346,44,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,adam -0.2793911933898926,0.017748548678899412,0.011887693405151367,0.006252733165560847,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5714285714285714,0.5625,0.4666666666666667,0.6666666666666666,0.375,0.5284523809523809,0.09947310168675585,51,0.26666666666666666,0.6,0.4666666666666667,0.4,0.4,0.42666666666666664,0.1083205120618128,25,0.36363636363636365,0.5806451612903225,0.4666666666666667,0.5,0.38709677419354843,0.45960899315738024,0.07848536895710831,16,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,lbfgs -1.8931902408599854,0.07976792334006419,0.007867002487182617,0.0048890061268228955,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.8,0.875,0.6666666666666666,0.6666666666666666,0.5714285714285714,0.715952380952381,0.10780115229149526,3,0.26666666666666666,0.4666666666666667,0.13333333333333333,0.13333333333333333,0.26666666666666666,0.2533333333333333,0.12220201853215575,94,0.4,0.608695652173913,0.2222222222222222,0.2222222222222222,0.36363636363636365,0.3633552920509443,0.14238812641911794,82,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,sgd -1.623741865158081,0.28985994744516724,0.0034099578857421874,0.0002603320228522246,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5454545454545454,0.5294117647058824,0.5,0.6666666666666666,0.3076923076923077,0.5098450569038804,0.1159366794218966,59,0.4,0.6,0.26666666666666666,0.4,0.26666666666666666,0.3866666666666666,0.12220201853215572,43,0.4615384615384615,0.5625,0.3478260869565218,0.5,0.28571428571428575,0.4315157668418538,0.10100530297210596,35,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,adam -0.001061868667602539,0.00012674654575479672,0.0037550926208496094,0.00011704453471660922,{},0.5833333333333334,0.625,0.5333333333333333,0.5,0.35294117647058826,0.518921568627451,0.09329171917892129,1,0.4666666666666667,0.6666666666666666,0.5333333333333333,0.4666666666666667,0.4,0.5066666666666666,0.09043106644167022,1,0.5185185185185186,0.6451612903225806,0.5333333333333333,0.4827586206896552,0.37500000000000006,0.5109543525728175,0.08700358935862769,1,GaussianNB,,,,,,,,,,, -0.01381058692932129,0.004734287779444321,0.009107065200805665,0.007963660764490779,"{'gamma': 'scale', 'kernel': 'linear'}",1.0,0.7142857142857143,0.6,0.5,0.75,0.7128571428571429,0.168450319691242,1,0.13333333333333333,0.3333333333333333,0.2,0.26666666666666666,0.2,0.22666666666666666,0.06798692684790379,3,0.23529411764705882,0.4545454545454545,0.3,0.3478260869565218,0.31578947368421056,0.3306910265666491,0.07196957030017222,1,SVC,scale,linear,,,,,,,,, -0.006935501098632812,0.0009608798047955546,0.009039735794067383,0.0031626677953817666,"{'gamma': 'scale', 'kernel': 'poly'}",0.5,0.7142857142857143,0.5,0.5,0.5,0.5428571428571429,0.08571428571428573,6,0.06666666666666667,0.3333333333333333,0.2,0.13333333333333333,0.2,0.18666666666666668,0.08844332774281065,6,0.11764705882352941,0.4545454545454545,0.28571428571428575,0.2105263157894737,0.28571428571428575,0.2708294801174058,0.1107212716299605,6,SVC,scale,poly,,,,,,,,, -0.008037471771240234,0.003087194608173535,0.012991952896118163,0.009724275715665634,"{'gamma': 'scale', 'kernel': 'rbf'}",0.6666666666666666,0.6666666666666666,0.6666666666666666,0.6666666666666666,0.5,0.6333333333333333,0.06666666666666665,3,0.13333333333333333,0.13333333333333333,0.13333333333333333,0.26666666666666666,0.06666666666666667,0.14666666666666667,0.06531972647421809,7,0.2222222222222222,0.2222222222222222,0.2222222222222222,0.3809523809523809,0.11764705882352941,0.23305322128851538,0.08431450099062965,7,SVC,scale,rbf,,,,,,,,, -0.005625629425048828,0.0015485517978776682,0.01136636734008789,0.011322162378797206,"{'gamma': 'scale', 'kernel': 'sigmoid'}",0.2727272727272727,0.3333333333333333,0.4,0.36,0.2857142857142857,0.3303549783549783,0.04701461653996705,8,0.2,0.26666666666666666,0.26666666666666666,0.6,0.13333333333333333,0.29333333333333333,0.16110727964792762,1,0.23076923076923075,0.2962962962962963,0.32,0.45,0.18181818181818182,0.29577674177674174,0.09119690721517654,5,SVC,scale,sigmoid,,,,,,,,, -0.010244035720825195,0.0020243978859274207,0.004455089569091797,0.00034162635386655106,"{'gamma': 'auto', 'kernel': 'linear'}",1.0,0.7142857142857143,0.6,0.5,0.75,0.7128571428571429,0.168450319691242,1,0.13333333333333333,0.3333333333333333,0.2,0.26666666666666666,0.2,0.22666666666666666,0.06798692684790379,3,0.23529411764705882,0.4545454545454545,0.3,0.3478260869565218,0.31578947368421056,0.3306910265666491,0.07196957030017222,1,SVC,auto,linear,,,,,,,,, -0.009700822830200195,0.007470390314285722,0.00526118278503418,0.0009661695985635565,"{'gamma': 'auto', 'kernel': 'poly'}",0.5,0.75,0.5714285714285714,0.6,0.5,0.5842857142857143,0.0917405391885847,5,0.06666666666666667,0.4,0.26666666666666666,0.2,0.2,0.22666666666666666,0.1083205120618128,3,0.11764705882352941,0.5217391304347827,0.36363636363636365,0.3,0.28571428571428575,0.31774736772179235,0.13046046161648586,3,SVC,auto,poly,,,,,,,,, -0.005713272094726563,0.00021202302441256316,0.010647010803222657,0.007947719316843098,"{'gamma': 'auto', 'kernel': 'rbf'}",0.6666666666666666,0.6666666666666666,0.6666666666666666,0.6,0.5,0.62,0.06531972647421806,4,0.13333333333333333,0.13333333333333333,0.13333333333333333,0.2,0.06666666666666667,0.13333333333333336,0.04216370213557839,8,0.2222222222222222,0.2222222222222222,0.2222222222222222,0.3,0.11764705882352941,0.2168627450980392,0.058037449187036946,8,SVC,auto,rbf,,,,,,,,, -0.004505300521850586,0.000363188229528958,0.004548358917236328,0.00014408890688219638,"{'gamma': 'auto', 'kernel': 'sigmoid'}",0.25,0.3333333333333333,0.4444444444444444,0.375,0.3333333333333333,0.3472222222222222,0.06334307917217433,7,0.2,0.26666666666666666,0.26666666666666666,0.6,0.13333333333333333,0.29333333333333333,0.16110727964792762,1,0.22222222222222224,0.2962962962962963,0.33333333333333337,0.4615384615384615,0.19047619047619044,0.3007733007733008,0.0951434292914399,4,SVC,auto,sigmoid,,,,,,,,, -0.0017633438110351562,6.111277919329064e-05,0.0036276817321777345,0.0013660736601209967,"{'criterion': 'gini', 'splitter': 'best'}",0.3,0.5238095238095238,0.5833333333333334,0.2222222222222222,0.4,0.40587301587301583,0.13444135226293555,4,0.2,0.7333333333333333,0.4666666666666667,0.13333333333333333,0.4,0.3866666666666666,0.21249836600678967,3,0.24,0.611111111111111,0.5185185185185186,0.16666666666666669,0.4000000000000001,0.3872592592592593,0.16604056886057872,4,DecisionTreeClassifier,,,gini,best,,,,,,, -0.0008608341217041015,2.7806434970438717e-05,0.0028491973876953124,8.581606422450185e-05,"{'criterion': 'gini', 'splitter': 'random'}",0.5294117647058824,0.5,0.5,0.18181818181818182,0.4444444444444444,0.4311348781937017,0.12765509474416345,3,0.6,0.4,0.4666666666666667,0.13333333333333333,0.5333333333333333,0.42666666666666664,0.16110727964792765,2,0.5625,0.4444444444444445,0.4827586206896552,0.15384615384615383,0.4848484848484848,0.4256795407657476,0.14122629728782524,2,DecisionTreeClassifier,,,gini,random,,,,,,, -0.0019083499908447265,7.512272438781781e-05,0.0030332088470458986,0.00012129985663081651,"{'criterion': 'entropy', 'splitter': 'best'}",0.6666666666666666,0.3333333333333333,0.45454545454545453,0.26666666666666666,0.4444444444444444,0.4331313131313131,0.1362317356843502,2,0.6666666666666666,0.4,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.3866666666666666,0.1484737163421339,3,0.6666666666666666,0.3636363636363636,0.3846153846153846,0.26666666666666666,0.33333333333333337,0.402983682983683,0.1377300417140117,3,DecisionTreeClassifier,,,entropy,best,,,,,,, -0.0009029865264892578,1.5724496084056145e-05,0.002970457077026367,9.988571909161501e-05,"{'criterion': 'entropy', 'splitter': 'random'}",0.5,0.45454545454545453,0.4444444444444444,0.5384615384615384,0.3181818181818182,0.4511266511266512,0.0744938326112749,1,0.4666666666666667,0.6666666666666666,0.5333333333333333,0.4666666666666667,0.4666666666666667,0.52,0.07774602526460399,1,0.4827586206896552,0.5405405405405405,0.4848484848484848,0.5,0.3783783783783784,0.4773052048914118,0.05364125132768228,1,DecisionTreeClassifier,,,entropy,random,,,,,,, -0.30147638320922854,0.010368967858520728,0.02324080467224121,0.0010481233911924534,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'sqrt'}",1.0,0.5714285714285714,0.75,0.5,0.7,0.7042857142857143,0.17259129497758804,3,0.4,0.5333333333333333,0.4,0.3333333333333333,0.4666666666666667,0.42666666666666664,0.06798692684790379,1,0.5714285714285715,0.5517241379310344,0.5217391304347827,0.4,0.56,0.5209783679588778,0.06268900612069929,2,RandomForestClassifier,,,gini,,balanced,sqrt,,,,, -0.3185282230377197,0.01240446921338438,0.02556948661804199,0.003879698441071148,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'log2'}",1.0,0.6153846153846154,0.6666666666666666,0.45454545454545453,0.7,0.6873193473193473,0.17760338597390612,4,0.4,0.5333333333333333,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.4,0.09428090415820635,7,0.5714285714285715,0.5714285714285715,0.3809523809523809,0.3846153846153846,0.56,0.49368498168498165,0.09065387958539962,8,RandomForestClassifier,,,gini,,balanced,log2,,,,, -0.35273208618164065,0.005948934180251839,0.026663923263549806,0.00553506996955164,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'sqrt'}",1.0,0.5333333333333333,0.75,0.5,0.6363636363636364,0.6839393939393938,0.18057555162284145,5,0.4,0.5333333333333333,0.4,0.3333333333333333,0.4666666666666667,0.42666666666666664,0.06798692684790379,1,0.5714285714285715,0.5333333333333333,0.5217391304347827,0.4,0.5384615384615385,0.5129925147316452,0.05885746250912702,5,RandomForestClassifier,,,entropy,,balanced,sqrt,,,,, -0.3445333480834961,0.010861791691378322,0.023099279403686522,0.005326993765589101,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'log2'}",0.8571428571428571,0.5714285714285714,0.75,0.45454545454545453,0.7777777777777778,0.6821789321789321,0.14726428902137123,6,0.4,0.5333333333333333,0.4,0.3333333333333333,0.4666666666666667,0.42666666666666664,0.06798692684790379,1,0.5454545454545455,0.5517241379310344,0.5217391304347827,0.3846153846153846,0.5833333333333334,0.5173733063538161,0.06922858800066754,4,RandomForestClassifier,,,entropy,,balanced,log2,,,,, -0.4228992938995361,0.006901592726060957,0.030865001678466796,0.0036039757814623095,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'sqrt'}",1.0,0.5714285714285714,0.8571428571428571,0.5,0.7,0.7257142857142856,0.18325848812370943,2,0.4,0.5333333333333333,0.4,0.3333333333333333,0.4666666666666667,0.42666666666666664,0.06798692684790379,1,0.5714285714285715,0.5517241379310344,0.5454545454545455,0.4,0.56,0.5257214509628303,0.06345955840588262,1,RandomForestClassifier,,,gini,,balanced_subsample,sqrt,,,,, -0.41849050521850584,0.013163083220709818,0.033069181442260745,0.004854439606888223,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'log2'}",1.0,0.5833333333333334,0.8333333333333334,0.5555555555555556,0.6666666666666666,0.7277777777777777,0.16703662642636563,1,0.4,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.4,0.3866666666666666,0.0498887651569859,8,0.5714285714285715,0.5185185185185186,0.47619047619047616,0.4166666666666667,0.5,0.4965608465608467,0.050788139030757525,7,RandomForestClassifier,,,gini,,balanced_subsample,log2,,,,, -0.4230525493621826,0.028319924797392752,0.02080979347229004,0.008700813186612056,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.875,0.5833333333333334,0.75,0.5,0.6363636363636364,0.668939393939394,0.13111970991709052,7,0.4666666666666667,0.4666666666666667,0.4,0.3333333333333333,0.4666666666666667,0.42666666666666664,0.05333333333333334,1,0.608695652173913,0.5185185185185186,0.5217391304347827,0.4,0.5384615384615385,0.5174829679177506,0.06720310889602714,3,RandomForestClassifier,,,entropy,,balanced_subsample,sqrt,,,,, -0.2735321521759033,0.04381807840781478,0.011591243743896484,0.00039690469419999676,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'log2'}",0.875,0.6153846153846154,0.7142857142857143,0.4444444444444444,0.6363636363636364,0.657095682095682,0.14010222783685974,8,0.4666666666666667,0.5333333333333333,0.3333333333333333,0.26666666666666666,0.4666666666666667,0.4133333333333333,0.09797958971132713,6,0.608695652173913,0.5714285714285715,0.4545454545454545,0.33333333333333337,0.5384615384615385,0.5012929099885621,0.0982156921858536,6,RandomForestClassifier,,,entropy,,balanced_subsample,log2,,,,, -0.00988755226135254,0.0015058190899086986,0.0029766082763671873,0.00017443922020080952,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",1.0,0.625,0.5555555555555556,0.45454545454545453,0.6666666666666666,0.6603535353535352,0.18438494067111663,19,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.31999999999999995,0.02666666666666666,72,0.5,0.43478260869565216,0.4166666666666667,0.3846153846153846,0.3809523809523809,0.42340340818601685,0.04324004684031182,52,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,lbfgs -0.38787994384765623,0.05855481452026574,0.005410337448120117,0.003967173873390577,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.7142857142857143,0.6666666666666666,0.625,0.375,1.0,0.6761904761904762,0.19986531746332714,12,0.3333333333333333,0.4,0.3333333333333333,0.2,0.26666666666666666,0.30666666666666664,0.06798692684790379,88,0.4545454545454545,0.5,0.43478260869565216,0.26086956521739135,0.4210526315789474,0.4142500520074891,0.08120370403788363,70,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,sgd -0.44427781105041503,0.08234077560973514,0.005515193939208985,0.004028484071239657,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.625,0.5555555555555556,0.5555555555555556,0.6666666666666666,0.6805555555555555,0.16527194200715017,8,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.31999999999999995,0.02666666666666666,72,0.5,0.43478260869565216,0.4166666666666667,0.4166666666666667,0.3809523809523809,0.42981366459627324,0.03920184748533733,43,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,adam -0.01888575553894043,0.003997440024226418,0.0057642459869384766,0.004169748317092601,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",1.0,0.625,0.5555555555555556,0.45454545454545453,0.6666666666666666,0.6603535353535352,0.18438494067111663,19,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.31999999999999995,0.02666666666666666,72,0.5,0.43478260869565216,0.4166666666666667,0.3846153846153846,0.3809523809523809,0.42340340818601685,0.04324004684031182,52,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,lbfgs -0.2582712173461914,0.19303306610980742,0.005033111572265625,0.0031406871392696367,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.18840579710144928,0.11818181818181818,0.44,0.125,0.09420289855072464,0.1931581027667984,0.12728912703228476,94,0.8666666666666667,0.8666666666666667,0.7333333333333333,0.13333333333333333,0.8666666666666667,0.6933333333333334,0.284722086720835,1,0.30952380952380953,0.20800000000000002,0.5499999999999999,0.12903225806451615,0.16993464052287582,0.2732981416222403,0.1507559108374513,90,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,sgd -0.3867944240570068,0.0551507394585363,0.0075623512268066405,0.005087194517291842,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.6666666666666666,0.5555555555555556,0.5555555555555556,0.6666666666666666,0.6888888888888889,0.1632993161855452,5,0.3333333333333333,0.4,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.0421637021355784,68,0.5,0.5,0.4166666666666667,0.4166666666666667,0.3809523809523809,0.4428571428571429,0.0484452141651805,35,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,adam -0.02079472541809082,0.0013558979220079355,0.006549644470214844,0.0037692855984766747,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",1.0,0.625,0.5555555555555556,0.45454545454545453,0.6666666666666666,0.6603535353535352,0.18438494067111663,19,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.31999999999999995,0.02666666666666666,72,0.5,0.43478260869565216,0.4166666666666667,0.3846153846153846,0.3809523809523809,0.42340340818601685,0.04324004684031182,52,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,lbfgs -0.5615414142608642,0.06081050885460474,0.0055313587188720705,0.004158815270131114,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.8571428571428571,0.7,0.5714285714285714,0.5,0.8,0.6857142857142856,0.1343161059833504,6,0.4,0.4666666666666667,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.08432740427115679,68,0.5454545454545455,0.56,0.36363636363636365,0.3478260869565218,0.4,0.4433833992094862,0.09098445956359298,33,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,sgd -0.4623807430267334,0.08632891002526973,0.006000661849975586,0.004661589252584197,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.6666666666666666,0.5555555555555556,0.5555555555555556,0.42857142857142855,0.6412698412698412,0.1945594088386611,33,0.3333333333333333,0.4,0.3333333333333333,0.3333333333333333,0.2,0.31999999999999995,0.06531972647421809,72,0.5,0.5,0.4166666666666667,0.4166666666666667,0.27272727272727276,0.42121212121212126,0.08307121310225937,63,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,adam -0.02974395751953125,0.005762901822567301,0.003396129608154297,8.37799765939821e-05,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",1.0,0.625,0.5555555555555556,0.45454545454545453,0.6666666666666666,0.6603535353535352,0.18438494067111663,19,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.31999999999999995,0.02666666666666666,72,0.5,0.43478260869565216,0.4166666666666667,0.3846153846153846,0.3809523809523809,0.42340340818601685,0.04324004684031182,52,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,lbfgs -0.42178521156311033,0.0235840100799711,0.007936573028564453,0.005524433728828278,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",1.0,0.6666666666666666,0.4444444444444444,0.42857142857142855,0.6666666666666666,0.6412698412698411,0.20686139120818936,34,0.26666666666666666,0.4,0.26666666666666666,0.2,0.26666666666666666,0.27999999999999997,0.06531972647421809,92,0.4210526315789474,0.5,0.33333333333333337,0.27272727272727276,0.3809523809523809,0.3816131237183869,0.07714717174684738,80,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,sgd -0.33171839714050294,0.02045182180396191,0.005569601058959961,0.004105165881121414,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.625,0.6,0.45454545454545453,0.6666666666666666,0.6692424242424242,0.1801410018085797,17,0.3333333333333333,0.3333333333333333,0.4,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.0421637021355784,68,0.5,0.43478260869565216,0.48,0.3846153846153846,0.3809523809523809,0.43607007485268345,0.04838197298622631,40,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,adam -0.028583049774169922,0.004773314784351292,0.007592296600341797,0.004948580160615672,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",1.0,0.625,0.5555555555555556,0.45454545454545453,0.6666666666666666,0.6603535353535352,0.18438494067111663,19,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.31999999999999995,0.02666666666666666,72,0.5,0.43478260869565216,0.4166666666666667,0.3846153846153846,0.3809523809523809,0.42340340818601685,0.04324004684031182,52,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,lbfgs -0.5718663215637207,0.6154395365384323,0.008381366729736328,0.005504172616294908,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.15789473684210525,0.050505050505050504,0.3333333333333333,0.2857142857142857,0.06818181818181818,0.17912584491531858,0.11352857875331271,98,0.2,0.3333333333333333,0.3333333333333333,0.6666666666666666,0.4,0.3866666666666666,0.154344492037203,57,0.17647058823529413,0.08771929824561404,0.3333333333333333,0.4,0.11650485436893203,0.22280561483663472,0.12272679086963596,93,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,sgd -0.3222754955291748,0.03974718172210173,0.005690717697143554,0.004544720385036502,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.6666666666666666,0.6,0.45454545454545453,0.6666666666666666,0.6775757575757575,0.1788607966352682,11,0.3333333333333333,0.4,0.4,0.3333333333333333,0.26666666666666666,0.3466666666666666,0.0498887651569859,64,0.5,0.5,0.48,0.3846153846153846,0.3809523809523809,0.4491135531135531,0.054660392762450515,29,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,adam -0.03177599906921387,0.005635704723789932,0.010654640197753907,0.005847631927472445,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",1.0,0.625,0.5555555555555556,0.45454545454545453,0.6666666666666666,0.6603535353535352,0.18438494067111663,19,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.31999999999999995,0.02666666666666666,72,0.5,0.43478260869565216,0.4166666666666667,0.3846153846153846,0.3809523809523809,0.42340340818601685,0.04324004684031182,52,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,lbfgs -0.6033124446868896,0.057953627943265404,0.0037558555603027345,0.00022631308414171135,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",1.0,0.7,0.5555555555555556,0.42857142857142855,1.0,0.7368253968253968,0.23141180508430403,3,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.2,0.26666666666666666,0.31999999999999995,0.08844332774281066,72,0.5,0.56,0.4166666666666667,0.27272727272727276,0.4210526315789474,0.43408931419457736,0.09665291663507275,41,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,sgd -0.3070074081420898,0.0354993649151168,0.007733535766601562,0.005001702262993233,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.625,0.5555555555555556,0.4,0.6666666666666666,0.6494444444444444,0.19739350934330185,29,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.30666666666666664,0.03265986323710903,88,0.5,0.43478260869565216,0.4166666666666667,0.32,0.3809523809523809,0.4104803312629399,0.05949997095786027,71,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,adam -0.06779403686523437,0.0021610921406030954,0.00987834930419922,0.005208066874304087,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",1.0,0.625,0.5555555555555556,0.45454545454545453,0.6666666666666666,0.6603535353535352,0.18438494067111663,19,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.31999999999999995,0.02666666666666666,72,0.5,0.43478260869565216,0.4166666666666667,0.3846153846153846,0.3809523809523809,0.42340340818601685,0.04324004684031182,52,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,lbfgs -0.5589168071746826,0.0870359668979436,0.009893417358398438,0.00503169403346353,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",1.0,0.6666666666666666,0.5555555555555556,0.4444444444444444,0.6666666666666666,0.6666666666666667,0.18592445034090568,18,0.3333333333333333,0.4,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.31999999999999995,0.04988876515698589,72,0.5,0.5,0.4166666666666667,0.33333333333333337,0.3809523809523809,0.4261904761904762,0.06581083314802502,49,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,sgd -0.2523618221282959,0.03553630281363006,0.0058174610137939455,0.004156779317951785,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.625,0.625,0.45454545454545453,0.6666666666666666,0.6742424242424242,0.17848909291655465,13,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.31999999999999995,0.02666666666666666,72,0.5,0.43478260869565216,0.43478260869565216,0.3846153846153846,0.3809523809523809,0.42702659659181397,0.04328272935151441,46,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,adam -0.06964716911315919,0.012081052942325286,0.010333967208862305,0.005289952242041718,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",1.0,0.625,0.5555555555555556,0.45454545454545453,0.6666666666666666,0.6603535353535352,0.18438494067111663,19,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.31999999999999995,0.02666666666666666,72,0.5,0.43478260869565216,0.4166666666666667,0.3846153846153846,0.3809523809523809,0.42340340818601685,0.04324004684031182,52,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,lbfgs -2.440861701965332,0.9588978566870435,0.008008909225463868,0.005236524769987247,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.21428571428571427,0.10204081632653061,0.17777777777777778,0.2857142857142857,0.2692307692307692,0.20980987266701553,0.06626096986039116,93,0.6,0.3333333333333333,0.5333333333333333,0.9333333333333333,0.4666666666666667,0.5733333333333335,0.20044395171163878,2,0.3157894736842105,0.15625,0.26666666666666666,0.43749999999999994,0.3414634146341463,0.30353391099700466,0.09229030632605448,87,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,sgd -0.25155162811279297,0.028741347254778497,0.010953187942504883,0.005784104329906697,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.625,0.625,0.36363636363636365,0.8,0.6827272727272728,0.2111391770044482,7,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.30666666666666664,0.03265986323710903,88,0.5,0.43478260869565216,0.43478260869565216,0.30769230769230765,0.4,0.4154515050167224,0.06284365482387595,67,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,adam -0.07319536209106445,0.009047513457711235,0.01019744873046875,0.005059188869007757,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",1.0,0.625,0.5555555555555556,0.45454545454545453,0.6666666666666666,0.6603535353535352,0.18438494067111663,19,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.31999999999999995,0.02666666666666666,72,0.5,0.43478260869565216,0.4166666666666667,0.3846153846153846,0.3809523809523809,0.42340340818601685,0.04324004684031182,52,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,lbfgs -0.718700647354126,0.0532979044573529,0.012817001342773438,0.004549459142423403,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.8333333333333334,0.6666666666666666,0.7142857142857143,0.375,0.8,0.6778571428571428,0.162644667855603,10,0.3333333333333333,0.4,0.3333333333333333,0.2,0.26666666666666666,0.30666666666666664,0.06798692684790379,88,0.47619047619047616,0.5,0.4545454545454545,0.26086956521739135,0.4,0.4183210991906644,0.08539222421125783,65,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,sgd -0.24540104866027831,0.03230382996130221,0.009975337982177734,0.005135077111525849,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.625,0.625,0.45454545454545453,0.6666666666666666,0.6742424242424242,0.17848909291655465,13,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.31999999999999995,0.02666666666666666,72,0.5,0.43478260869565216,0.43478260869565216,0.3846153846153846,0.3809523809523809,0.42702659659181397,0.04328272935151441,46,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,adam -0.14229602813720704,0.03722219980214143,0.011700582504272462,0.004369119655789349,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5555555555555556,0.45,0.36363636363636365,0.2727272727272727,0.4,0.4083838383838384,0.09366616068889631,85,0.3333333333333333,0.6,0.26666666666666666,0.2,0.5333333333333333,0.3866666666666666,0.154344492037203,57,0.4166666666666667,0.5142857142857143,0.30769230769230765,0.23076923076923075,0.4571428571428572,0.38531135531135535,0.10265017319974275,79,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,lbfgs -0.8276071548461914,0.12002401503588814,0.005828237533569336,0.004068547834549305,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,sgd -0.8263816833496094,0.12195827684698157,0.0057274818420410155,0.004331167653397129,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.0,0.6666666666666666,0.8,0.375,0.5,0.4683333333333334,0.27509594285953726,60,0.0,0.26666666666666666,0.26666666666666666,0.2,0.26666666666666666,0.2,0.10327955589886445,99,0.0,0.3809523809523809,0.4,0.26086956521739135,0.3478260869565218,0.2779296066252588,0.14692603729981224,89,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,adam -0.18156166076660157,0.027577177681954983,0.00585780143737793,0.004066892431362042,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4,0.55,0.6153846153846154,0.36363636363636365,0.4,0.46580419580419585,0.09855139336080519,62,0.4,0.7333333333333333,0.5333333333333333,0.26666666666666666,0.4,0.4666666666666666,0.15776212754932306,16,0.4000000000000001,0.6285714285714286,0.5714285714285715,0.30769230769230765,0.4000000000000001,0.46153846153846156,0.1193469328284498,20,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,lbfgs -0.17892746925354003,0.14634407571577465,0.006122732162475586,0.005009827831297592,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.3333333333333333,0.08904109589041095,0.2,0.10067114093959731,0.0,0.14460911403266832,0.11367948555477403,100,0.13333333333333333,0.8666666666666667,0.3333333333333333,1.0,0.0,0.4666666666666666,0.3977715704047013,16,0.19047619047619044,0.16149068322981364,0.25,0.18292682926829268,0.0,0.15697874059485936,0.08379859161198877,99,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,sgd -0.7320627212524414,0.11826541260759485,0.010567855834960938,0.005598451045252026,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.0,0.8,0.4444444444444444,0.0,0.4488888888888889,0.40743703595967434,70,0.26666666666666666,0.0,0.26666666666666666,0.26666666666666666,0.0,0.16,0.13063945294843618,100,0.4210526315789474,0.0,0.4,0.33333333333333337,0.0,0.23087719298245615,0.19072233140006256,92,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,adam -0.18067989349365235,0.05823208673719013,0.005678129196166992,0.004050138640595596,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5384615384615384,0.47619047619047616,0.2857142857142857,0.42105263157894735,0.4375,0.4317837863890495,0.08347002898686302,77,0.4666666666666667,0.6666666666666666,0.26666666666666666,0.5333333333333333,0.4666666666666667,0.48,0.12927146286443542,11,0.5,0.5555555555555556,0.2758620689655172,0.47058823529411764,0.45161290322580644,0.4507237526081994,0.09422298247642627,26,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,lbfgs -0.9574328422546386,0.2494272114258232,0.007210683822631836,0.005324505407018343,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,sgd -0.8539355754852295,0.06506956368981578,0.010980224609375,0.005915210737153411,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.0,0.0,0.375,0.0,0.275,0.39051248379533277,92,0.26666666666666666,0.0,0.0,0.2,0.0,0.09333333333333334,0.11623730516108463,102,0.4210526315789474,0.0,0.0,0.26086956521739135,0.0,0.13638443935926775,0.17454779982546828,101,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,adam -0.14714627265930175,0.018142313342129818,0.008729648590087891,0.005548372650440545,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.45454545454545453,0.42857142857142855,0.3333333333333333,0.4375,0.6,0.4507900432900433,0.085725241439852,69,0.3333333333333333,0.8,0.3333333333333333,0.4666666666666667,0.4,0.4666666666666666,0.17384539747207067,16,0.3846153846153846,0.5581395348837209,0.3333333333333333,0.45161290322580644,0.48,0.4415402312116491,0.07762110674555824,36,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,lbfgs -1.6391096591949463,0.16634125607782896,0.010343265533447266,0.004758396666981625,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",1.0,1.0,1.0,0.3333333333333333,1.0,0.8666666666666668,0.26666666666666666,1,0.13333333333333333,0.06666666666666667,0.06666666666666667,0.06666666666666667,0.13333333333333333,0.09333333333333334,0.03265986323710904,102,0.23529411764705882,0.125,0.125,0.1111111111111111,0.23529411764705882,0.16633986928104574,0.05652886351021867,97,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,sgd -0.7426420688629151,0.047387855367331345,0.009441137313842773,0.006368038030999051,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.8333333333333334,0.7,0.6666666666666666,0.5,0.5,0.6399999999999999,0.12719189352225943,35,0.3333333333333333,0.4666666666666667,0.4,0.4,0.3333333333333333,0.38666666666666666,0.0498887651569859,51,0.47619047619047616,0.56,0.5,0.4444444444444445,0.4,0.4761269841269842,0.05367254184917343,15,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,adam -0.1366887092590332,0.008644811188297338,0.008295392990112305,0.005335870207642338,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3333333333333333,0.4782608695652174,0.5,0.5,0.38461538461538464,0.43924191750278707,0.06797978242625263,75,0.2,0.7333333333333333,0.4,0.5333333333333333,0.3333333333333333,0.44000000000000006,0.18184242262647804,25,0.25,0.5789473684210527,0.4444444444444445,0.5161290322580646,0.3571428571428571,0.4293327404532838,0.11620508407240097,44,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,lbfgs -0.791027021408081,0.30421820535278304,0.012342500686645507,0.004275733624579854,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,sgd -0.7400467872619629,0.07910317159107308,0.01097402572631836,0.004968001564482725,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.8333333333333334,0.7,0.6666666666666666,0.5,0.5,0.6399999999999999,0.12719189352225943,35,0.3333333333333333,0.4666666666666667,0.4,0.4,0.3333333333333333,0.38666666666666666,0.0498887651569859,51,0.47619047619047616,0.56,0.5,0.4444444444444445,0.4,0.4761269841269842,0.05367254184917343,15,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,adam -0.15426416397094728,0.019774909267023508,0.009200811386108398,0.006309842656341874,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.38461538461538464,0.34782608695652173,0.3333333333333333,0.5454545454545454,0.5,0.422245870071957,0.08495396300861058,81,0.3333333333333333,0.5333333333333333,0.26666666666666666,0.4,0.5333333333333333,0.4133333333333333,0.10666666666666667,42,0.3571428571428571,0.4210526315789474,0.2962962962962963,0.4615384615384615,0.5161290322580646,0.4104318557629254,0.07715338289480889,72,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,lbfgs -1.722918653488159,0.11681485110754974,0.006024837493896484,0.004316752612099339,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",1.0,1.0,0.75,0.5,1.0,0.85,0.2,2,0.13333333333333333,0.06666666666666667,0.2,0.06666666666666667,0.13333333333333333,0.12,0.04988876515698589,101,0.23529411764705882,0.125,0.31578947368421056,0.11764705882352941,0.23529411764705882,0.2058049535603715,0.07501609319107497,95,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,sgd -0.6751187324523926,0.06764131125764801,0.0063076972961425785,0.003933975226640985,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.8333333333333334,0.7,0.6666666666666666,0.5454545454545454,0.5,0.649090909090909,0.11816472292829162,30,0.3333333333333333,0.4666666666666667,0.4,0.4,0.3333333333333333,0.38666666666666666,0.0498887651569859,51,0.47619047619047616,0.56,0.5,0.4615384615384615,0.4,0.4795457875457876,0.052065937673788976,12,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,adam -0.9421989440917968,0.15241542153213958,0.006631135940551758,0.004097821379574349,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3888888888888889,0.47058823529411764,0.3333333333333333,0.35294117647058826,0.2727272727272727,0.3636957813428402,0.06538118798917865,90,0.4666666666666667,0.5333333333333333,0.26666666666666666,0.4,0.2,0.3733333333333333,0.12364824660660938,60,0.42424242424242425,0.5,0.2962962962962963,0.37500000000000006,0.23076923076923075,0.3652615902615903,0.09441654621271096,82,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,lbfgs -0.5584801197052002,0.0091488828950628,0.010363388061523437,0.004961662047549077,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,sgd -4.348486995697021,4.205869762129159,0.008338022232055663,0.005234342599986623,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.4,0.6428571428571429,0.5555555555555556,0.47058823529411764,0.38461538461538464,0.4907232636644402,0.09720386330158372,54,0.26666666666666666,0.6,0.3333333333333333,0.5333333333333333,0.3333333333333333,0.4133333333333334,0.12927146286443544,39,0.32,0.6206896551724138,0.4166666666666667,0.5,0.3571428571428571,0.44289983579638753,0.10771857482810399,34,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,adam -0.8656074047088623,0.17079672735854726,0.006146621704101562,0.004072583410080784,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.36363636363636365,0.3888888888888889,0.38461538461538464,0.42105263157894735,0.4166666666666667,0.39497198707725023,0.021340308032747574,87,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.5333333333333333,0.3333333333333333,0.38666666666666666,0.09797958971132713,51,0.30769230769230765,0.42424242424242425,0.3571428571428571,0.47058823529411764,0.3703703703703704,0.38600723894841543,0.05626147348033442,78,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,lbfgs -1.5815111637115478,1.2884600490727856,0.006189489364624023,0.004047696402151451,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.037037037037037035,0.0,0.0,0.10067114093959731,0.10067114093959731,0.04767586378324633,0.04533466534838454,103,0.06666666666666667,0.0,0.0,1.0,1.0,0.4133333333333333,0.4796294866294653,42,0.047619047619047616,0.0,0.0,0.18292682926829268,0.18292682926829268,0.0826945412311266,0.08366610745255791,103,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,sgd -6.430605077743531,4.54085881779248,0.011668109893798828,0.005786919253109215,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.45454545454545453,0.4444444444444444,0.4444444444444444,0.5384615384615384,0.42857142857142855,0.462093462093462,0.0390787867915782,64,0.3333333333333333,0.5333333333333333,0.26666666666666666,0.4666666666666667,0.4,0.4,0.09428090415820635,45,0.3846153846153846,0.4848484848484848,0.33333333333333337,0.5,0.4137931034482759,0.42331806124909577,0.06221251645241893,61,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,adam -0.7592864036560059,0.24220541119141725,0.006455039978027344,0.004591144345950543,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3333333333333333,0.47058823529411764,0.42857142857142855,0.4444444444444444,0.35714285714285715,0.4068160597572362,0.05257988193173543,86,0.3333333333333333,0.5333333333333333,0.4,0.5333333333333333,0.3333333333333333,0.42666666666666664,0.09043106644167023,33,0.3333333333333333,0.5,0.4137931034482759,0.4848484848484848,0.3448275862068965,0.4153605015673981,0.0688450865785062,68,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,lbfgs -0.8796333312988281,0.035478628445829476,0.008303070068359375,0.00494932203371459,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,sgd -5.092548894882202,3.892261581405244,0.011380672454833984,0.006482558404613797,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.8571428571428571,0.5,0.5,0.5384615384615384,0.46153846153846156,0.5714285714285714,0.1449133508053605,41,0.4,0.6666666666666666,0.26666666666666666,0.4666666666666667,0.4,0.43999999999999995,0.13063945294843615,29,0.5454545454545455,0.5714285714285715,0.3478260869565218,0.5,0.42857142857142855,0.47865612648221345,0.08142394299268507,13,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,adam -0.1778395175933838,0.028888143316378886,0.009062099456787109,0.006080963634466949,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6363636363636364,0.5,0.3333333333333333,0.3157894736842105,0.4166666666666667,0.4404306220095693,0.1179052395606255,74,0.4666666666666667,0.6666666666666666,0.26666666666666666,0.4,0.3333333333333333,0.42666666666666664,0.13727506854649332,33,0.5384615384615385,0.5714285714285715,0.2962962962962963,0.35294117647058826,0.3703703703703704,0.42589959060547294,0.10867595387513132,50,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,lbfgs -0.6188508033752441,0.03629648617830946,0.01036224365234375,0.005273776068435338,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.8333333333333334,0.6666666666666666,0.4444444444444444,0.45454545454545453,0.5,0.5797979797979798,0.14980175996647083,40,0.3333333333333333,0.5333333333333333,0.26666666666666666,0.3333333333333333,0.26666666666666666,0.3466666666666666,0.09797958971132713,64,0.47619047619047616,0.5925925925925926,0.33333333333333337,0.3846153846153846,0.3478260869565218,0.4269115747376618,0.09662192209494645,48,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,sgd -1.17942214012146,0.4163236510860484,0.005304956436157226,0.0028959840505064878,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5454545454545454,0.6428571428571429,0.5454545454545454,0.5833333333333334,0.625,0.5884199134199134,0.04004855470247167,39,0.4,0.6,0.4,0.4666666666666667,0.3333333333333333,0.44000000000000006,0.09043106644167023,25,0.4615384615384615,0.6206896551724138,0.4615384615384615,0.5185185185185186,0.43478260869565216,0.49941354109270153,0.0665117985529009,3,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,adam -0.1570263385772705,0.07274721412659381,0.005958414077758789,0.004383142629596927,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3157894736842105,0.3888888888888889,0.38461538461538464,0.3125,0.3076923076923077,0.34189721097615833,0.03673920391207355,91,0.4,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.36,0.0679869268479038,61,0.35294117647058826,0.42424242424242425,0.3571428571428571,0.3225806451612903,0.28571428571428575,0.34852427774628914,0.04570600351098657,84,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,lbfgs -0.08689098358154297,0.04360678298239314,0.012054014205932616,0.0039749257435110225,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.25,0.030303030303030304,0.14814814814814814,0.5,0.18569023569023568,0.1805335588148617,96,0.0,0.06666666666666667,0.2,0.5333333333333333,0.26666666666666666,0.21333333333333332,0.18571184369578825,97,0.0,0.10526315789473685,0.052631578947368425,0.2318840579710145,0.3478260869565218,0.1475209763539283,0.1263261068021766,100,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,sgd -0.9746054649353028,0.16906456713426313,0.010063934326171874,0.005081529351353493,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5833333333333334,0.75,0.5454545454545454,0.46153846153846156,0.5,0.5680652680652681,0.09982529389264845,42,0.4666666666666667,0.6,0.4,0.4,0.3333333333333333,0.44000000000000006,0.09043106644167023,25,0.5185185185185186,0.6666666666666665,0.4615384615384615,0.42857142857142855,0.4,0.495059015059015,0.09442454914069559,4,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,adam -0.1307295322418213,0.0490777318644976,0.009749555587768554,0.005048019835654653,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5833333333333334,0.375,0.4,0.5,0.5833333333333334,0.4883333333333334,0.08812869377601525,55,0.4666666666666667,0.6,0.5333333333333333,0.4666666666666667,0.4666666666666667,0.5066666666666667,0.053333333333333316,4,0.5185185185185186,0.4615384615384615,0.4571428571428572,0.4827586206896552,0.5185185185185186,0.4876953952816022,0.026616327188740695,9,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,lbfgs -0.7622665882110595,0.06722781492302046,0.007685089111328125,0.004958429245835536,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.8333333333333334,0.6666666666666666,0.6666666666666666,0.5,0.5454545454545454,0.6424242424242423,0.11602539223682817,32,0.3333333333333333,0.5333333333333333,0.4,0.4,0.4,0.4133333333333333,0.06531972647421809,42,0.47619047619047616,0.5925925925925926,0.5,0.4444444444444445,0.4615384615384615,0.494953194953195,0.05211264743815391,5,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,sgd -0.9437495231628418,0.11974949932840645,0.007862329483032227,0.004936704782535235,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.7333333333333333,0.5833333333333334,0.4666666666666667,0.42857142857142855,0.5673809523809524,0.11002370389830153,43,0.3333333333333333,0.7333333333333333,0.4666666666666667,0.4666666666666667,0.4,0.48,0.13597385369580756,11,0.43478260869565216,0.7333333333333333,0.5185185185185186,0.4666666666666667,0.4137931034482759,0.5134188461324893,0.11548428556965075,2,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,adam -0.08790888786315917,0.0076834204279301365,0.007837247848510743,0.005032373586547829,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3076923076923077,0.4117647058823529,0.3076923076923077,0.5294117647058824,0.5,0.4113122171945701,0.09304558235386189,84,0.26666666666666666,0.4666666666666667,0.26666666666666666,0.6,0.5333333333333333,0.42666666666666664,0.13727506854649332,33,0.28571428571428575,0.43749999999999994,0.28571428571428575,0.5625,0.5161290322580646,0.4175115207373272,0.11479340949733763,66,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,lbfgs -0.8279212951660156,0.057796855007844025,0.010741615295410156,0.005463819439040465,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.8333333333333334,0.7,0.5555555555555556,0.5555555555555556,0.5714285714285714,0.6431746031746031,0.10944510629770984,31,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.3466666666666666,0.06531972647421809,64,0.47619047619047616,0.56,0.4166666666666667,0.4166666666666667,0.36363636363636365,0.4466320346320347,0.06694792752230269,30,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,sgd -4.943876791000366,0.3807953285715433,0.011193370819091797,0.006263215861356589,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.3333333333333333,0.5789473684210527,0.5454545454545454,0.5833333333333334,0.4166666666666667,0.49154704944178623,0.09960743695533723,53,0.2,0.7333333333333333,0.4,0.4666666666666667,0.3333333333333333,0.42666666666666675,0.1768866554856213,31,0.25,0.6470588235294117,0.4615384615384615,0.5185185185185186,0.3703703703703704,0.44949723479135245,0.13416386805404784,28,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,adam -0.09791674613952636,0.003935863319171798,0.0038599491119384764,0.00013988864686778055,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.5,0.4166666666666667,0.625,0.3,0.4683333333333334,0.10728984626287388,60,0.3333333333333333,0.6,0.3333333333333333,0.6666666666666666,0.4,0.4666666666666666,0.1398411797560202,16,0.4,0.5454545454545454,0.3703703703703704,0.6451612903225806,0.34285714285714286,0.4607686698009279,0.11570665321716646,22,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,lbfgs -0.4602208614349365,0.1329432978685105,0.01342306137084961,0.0081624592593379,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.07017543859649122,0.041237113402061855,0.031746031746031744,0.16883116883116883,0.05,0.07239795051515073,0.04985890012924882,102,0.5333333333333333,0.26666666666666666,0.13333333333333333,0.8666666666666667,0.13333333333333333,0.38666666666666666,0.2809507667427397,51,0.12403100775193798,0.07142857142857142,0.05128205128205127,0.28260869565217395,0.07272727272727272,0.12041551976840148,0.08458489762963779,102,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,sgd -4.786753606796265,0.242681678612492,0.009739828109741212,0.005374579648004765,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.5263157894736842,0.4444444444444444,0.5833333333333334,0.35714285714285715,0.4822472848788638,0.07688400843816505,57,0.4,0.6666666666666666,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.42666666666666664,0.13727506854649335,33,0.4444444444444445,0.5882352941176471,0.33333333333333337,0.5185185185185186,0.3448275862068965,0.44587183532416796,0.09840913284194794,31,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,adam -0.10541744232177734,0.016556719084296543,0.010873174667358399,0.005837298866576931,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4444444444444444,0.4782608695652174,0.45454545454545453,0.42857142857142855,0.29411764705882354,0.4199879688370737,0.06496935225544807,82,0.26666666666666666,0.7333333333333333,0.3333333333333333,0.6,0.3333333333333333,0.4533333333333333,0.18086213288334047,23,0.33333333333333337,0.5789473684210527,0.3846153846153846,0.5,0.3125,0.42187921727395417,0.10194708505611377,62,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,lbfgs -1.0003039836883545,0.04001941834441643,0.006151962280273438,0.003988515893599358,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.8333333333333334,0.7272727272727273,0.7142857142857143,0.5,0.5714285714285714,0.6692640692640692,0.11877102855259082,16,0.3333333333333333,0.5333333333333333,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.3466666666666666,0.09797958971132713,64,0.47619047619047616,0.6153846153846153,0.4545454545454545,0.3478260869565218,0.36363636363636365,0.45151659934268623,0.09585964639071155,25,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,sgd -5.671412181854248,0.7987526205659848,0.004914426803588867,0.00031597968235305934,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.45454545454545453,0.5,0.5,0.5833333333333334,0.4666666666666667,0.500909090909091,0.044983417003669125,51,0.3333333333333333,0.6,0.4,0.4666666666666667,0.4666666666666667,0.4533333333333334,0.08844332774281066,21,0.3846153846153846,0.5454545454545454,0.4444444444444445,0.5185185185185186,0.4666666666666667,0.4719399119399119,0.05653909948443418,18,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,adam -0.2816654682159424,0.04398107907726424,0.008760738372802734,0.005342221537519457,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.36363636363636365,0.5,0.3333333333333333,0.4444444444444444,0.5,0.42828282828282827,0.06890932485175975,79,0.26666666666666666,0.4666666666666667,0.26666666666666666,0.26666666666666666,0.5333333333333333,0.36,0.11623730516108462,61,0.30769230769230765,0.4827586206896552,0.2962962962962963,0.33333333333333337,0.5161290322580646,0.3872419180539314,0.09299538786672966,77,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,lbfgs -1.2116004943847656,0.13129095295804402,0.00845351219177246,0.005280991161559656,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.75,0.7272727272727273,0.6666666666666666,0.4166666666666667,0.8,0.6721212121212121,0.13471937980396823,15,0.4,0.5333333333333333,0.4,0.3333333333333333,0.26666666666666666,0.38666666666666666,0.08844332774281068,51,0.5217391304347827,0.6153846153846153,0.5,0.3703703703703704,0.4,0.4814988232379537,0.08818001182754356,11,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,sgd -6.763733053207398,0.4704234703789144,0.011372137069702148,0.005845907840625814,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.4666666666666667,0.47619047619047616,0.5384615384615384,0.5,0.42857142857142855,0.481978021978022,0.036429045645416054,58,0.4666666666666667,0.6666666666666666,0.4666666666666667,0.5333333333333333,0.4,0.5066666666666666,0.09043106644167022,6,0.4666666666666667,0.5555555555555556,0.5,0.5161290322580646,0.4137931034482759,0.49042887158571247,0.04781479491380252,7,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,adam -0.42508745193481445,0.08339536261253067,0.010563135147094727,0.004920505629355545,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.5,0.47058823529411764,0.35714285714285715,0.4444444444444444,0.45443510737628384,0.05287501815120788,66,0.26666666666666666,0.6666666666666666,0.5333333333333333,0.3333333333333333,0.5333333333333333,0.4666666666666667,0.1460593486680443,15,0.3478260869565218,0.5714285714285715,0.5,0.3448275862068965,0.4848484848484848,0.44978614588809496,0.0893977978668344,27,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,lbfgs -2.862526702880859,2.68483066953413,0.013529157638549805,0.007749727265418173,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.07801418439716312,0.3076923076923077,0.0,0.391304347826087,0.15,0.18540216798311154,0.1445752692154381,97,0.7333333333333333,0.8,0.0,0.6,0.4,0.5066666666666666,0.28782710859897204,6,0.14102564102564102,0.4444444444444444,0.0,0.47368421052631576,0.21818181818181814,0.2554672228356439,0.1805999019902858,91,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,sgd -6.341640758514404,0.690614433063478,0.009938669204711915,0.007209958594884395,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5714285714285714,0.5217391304347826,0.46153846153846156,0.46153846153846156,0.4166666666666667,0.48658225832138874,0.05399532567865214,56,0.5333333333333333,0.8,0.4,0.4,0.3333333333333333,0.49333333333333335,0.16653327995729064,8,0.5517241379310344,0.6315789473684211,0.42857142857142855,0.42857142857142855,0.3703703703703704,0.4821632625625366,0.09529489213362212,10,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,adam -0.40907797813415525,0.055263494394151874,0.007475614547729492,0.005704480178413192,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.4090909090909091,0.4166666666666667,0.42857142857142855,0.5384615384615384,0.4585581085581086,0.05138693643351226,65,0.4,0.6,0.3333333333333333,0.2,0.4666666666666667,0.4,0.13333333333333333,45,0.4444444444444445,0.4864864864864865,0.3703703703703704,0.27272727272727276,0.5,0.4148057148057148,0.08418484078697154,69,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,lbfgs -1.8146328449249267,0.12069372018430191,0.01338191032409668,0.007323068422579997,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.8333333333333334,0.7272727272727273,0.6363636363636364,0.45454545454545453,0.75,0.6803030303030303,0.12913500456159102,9,0.3333333333333333,0.5333333333333333,0.4666666666666667,0.3333333333333333,0.2,0.37333333333333335,0.11623730516108462,59,0.47619047619047616,0.6153846153846153,0.5384615384615385,0.3846153846153846,0.31578947368421056,0.466088297667245,0.10663667523867122,19,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,sgd -5.355263614654541,0.3729792692704743,0.0067718505859375,0.004053363813219947,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.42857142857142855,0.5294117647058824,0.5,0.5714285714285714,0.5,0.5058823529411764,0.046682166091869405,50,0.4,0.6,0.4,0.5333333333333333,0.4666666666666667,0.48,0.07774602526460399,11,0.4137931034482759,0.5625,0.4444444444444445,0.5517241379310344,0.4827586206896552,0.49104406130268197,0.05830249768517184,6,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,adam -0.34175701141357423,0.08189274322227004,0.013097763061523438,0.007887543782941535,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4166666666666667,0.3181818181818182,0.2727272727272727,0.4666666666666667,0.36363636363636365,0.36757575757575756,0.06881924261621872,89,0.3333333333333333,0.4666666666666667,0.2,0.4666666666666667,0.5333333333333333,0.4,0.11925695879998878,45,0.3703703703703704,0.3783783783783784,0.23076923076923075,0.4666666666666667,0.43243243243243246,0.3757234157234157,0.08066474710208138,81,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,lbfgs -0.8503585815429687,0.05636001879822905,0.009150171279907226,0.006747427724939707,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",1.0,0.6666666666666666,0.75,0.3333333333333333,0.5,0.65,0.22607766610417562,28,0.13333333333333333,0.4,0.2,0.06666666666666667,0.26666666666666666,0.21333333333333332,0.11469767022723502,97,0.23529411764705882,0.5,0.31578947368421056,0.1111111111111111,0.3478260869565218,0.30200415787978047,0.12836075910145858,88,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,sgd -0.9370152473449707,0.1507493782641723,0.007525110244750976,0.006144444535658423,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.7692307692307693,0.42857142857142855,0.5333333333333333,0.3333333333333333,0.562893772893773,0.17274142726152275,45,0.4,0.6666666666666666,0.2,0.5333333333333333,0.3333333333333333,0.42666666666666664,0.1611072796479276,33,0.5217391304347827,0.7142857142857142,0.27272727272727276,0.5333333333333333,0.3333333333333333,0.4750837568228873,0.15737130788016376,17,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,adam -0.2915245532989502,0.10732307939717606,0.010160017013549804,0.005394216859721534,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5625,0.42105263157894735,0.3,0.5384615384615384,0.4,0.44440283400809716,0.0960864221311022,73,0.6,0.5333333333333333,0.2,0.4666666666666667,0.4,0.43999999999999995,0.13727506854649335,29,0.5806451612903225,0.47058823529411764,0.24,0.5,0.4000000000000001,0.4382466793168881,0.11480534035113522,39,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,lbfgs -0.10269012451171874,0.027071857147596693,0.009434652328491212,0.006851997477321994,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.07407407407407407,0.15555555555555556,0.25,0.25,0.1282051282051282,0.17156695156695156,0.06920254310693905,99,0.26666666666666666,0.4666666666666667,0.6,0.06666666666666667,0.6666666666666666,0.4133333333333334,0.22070593809662464,39,0.11594202898550725,0.23333333333333334,0.35294117647058826,0.10526315789473685,0.2150537634408602,0.20450669202500515,0.09018646322277168,96,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,sgd -0.8308406352996827,0.09861199192998285,0.013627910614013672,0.0009545072804102477,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5714285714285714,0.6923076923076923,0.5555555555555556,0.5,0.45454545454545453,0.5547674547674547,0.0802987599955022,47,0.26666666666666666,0.6,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.39999999999999997,0.11925695879998878,50,0.36363636363636365,0.6428571428571429,0.4166666666666667,0.4827586206896552,0.3846153846153846,0.45810683569304267,0.10078029329367402,24,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,adam -0.24418091773986816,0.11622893020945715,0.011866044998168946,0.0074380391705751,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6428571428571429,0.3333333333333333,0.38095238095238093,0.3157894736842105,0.5,0.4345864661654136,0.12239047561463938,76,0.6,0.5333333333333333,0.5333333333333333,0.4,0.3333333333333333,0.48,0.09797958971132711,11,0.6206896551724138,0.4102564102564102,0.4444444444444444,0.35294117647058826,0.4,0.44566633726877136,0.09227338464333955,32,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,lbfgs -0.9301903247833252,0.11156156378944394,0.010631418228149414,0.005520817126442521,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",1.0,0.75,0.4,0.0,1.0,0.63,0.38418745424597095,37,0.3333333333333333,0.4,0.13333333333333333,0.0,0.26666666666666666,0.22666666666666666,0.14360439485692011,96,0.5,0.5217391304347827,0.2,0.0,0.4210526315789474,0.328558352402746,0.19987200109988632,85,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,sgd -1.0352121829986571,0.16501663304525677,0.00907745361328125,0.006061048642297868,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5714285714285714,0.6923076923076923,0.375,0.4444444444444444,0.5555555555555556,0.5277472527472528,0.10957424758410145,49,0.26666666666666666,0.6,0.2,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.1398411797560202,68,0.36363636363636365,0.6428571428571429,0.26086956521739135,0.33333333333333337,0.4166666666666667,0.4034726143421795,0.12986231996964623,74,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,adam -0.184263277053833,0.05889385146700999,0.0038106441497802734,0.0006050310095495816,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3076923076923077,0.45,0.4,0.45,0.3181818181818182,0.38517482517482515,0.06183202389089277,88,0.26666666666666666,0.6,0.26666666666666666,0.6,0.4666666666666667,0.44000000000000006,0.14966629547095764,25,0.28571428571428575,0.5142857142857143,0.32,0.5142857142857143,0.3783783783783784,0.4025328185328186,0.09593653333567499,75,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,lbfgs -0.9614625930786133,0.04683590639926652,0.010398769378662109,0.00549132669577504,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.8333333333333334,0.6666666666666666,0.4,0.42857142857142855,0.5,0.5657142857142856,0.16272620745935276,44,0.3333333333333333,0.4,0.13333333333333333,0.2,0.26666666666666666,0.26666666666666666,0.09428090415820635,94,0.47619047619047616,0.5,0.2,0.27272727272727276,0.3478260869565218,0.35934876717485414,0.1152933990485291,83,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,sgd -3.550577974319458,0.2717320514573743,0.012521743774414062,0.007332434645353225,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.3333333333333333,0.5555555555555556,0.4666666666666667,0.5384615384615384,0.5,0.4788034188034188,0.07900395345890916,59,0.2,0.6666666666666666,0.4666666666666667,0.4666666666666667,0.4666666666666667,0.4533333333333334,0.1484737163421339,21,0.25,0.606060606060606,0.4666666666666667,0.5,0.4827586206896552,0.4610971786833856,0.11626700382964651,21,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,adam -0.12368416786193848,0.01845333186593441,0.006233644485473633,0.00402977198113469,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3333333333333333,0.5,0.4117647058823529,0.4666666666666667,0.3684210526315789,0.4160371517027864,0.06121858530968149,83,0.26666666666666666,0.7333333333333333,0.4666666666666667,0.4666666666666667,0.4666666666666667,0.4800000000000001,0.1484737163421339,10,0.2962962962962963,0.5945945945945945,0.43749999999999994,0.4666666666666667,0.4117647058823529,0.441364452687982,0.0959745043491878,37,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,lbfgs -0.19284477233886718,0.04560920822302311,0.004168987274169922,0.00020837374624254555,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.10909090909090909,0.09433962264150944,0.10810810810810811,0.0,0.19607843137254902,0.10152341424261513,0.06228946449804983,101,0.4,0.6666666666666666,0.26666666666666666,0.0,0.6666666666666666,0.4,0.25298221281347033,45,0.17142857142857143,0.1652892561983471,0.15384615384615385,0.0,0.303030303030303,0.15871885690067508,0.09617267724801103,98,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,sgd -3.747950792312622,0.28045603626898,0.008957242965698243,0.008921900064698583,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.42857142857142855,0.42857142857142855,0.4,0.5,0.5,0.4514285714285714,0.04100771455544949,68,0.2,0.6,0.4,0.4666666666666667,0.4666666666666667,0.42666666666666675,0.13063945294843615,31,0.27272727272727276,0.5,0.4000000000000001,0.4827586206896552,0.4827586206896552,0.4276489028213167,0.08493999831437883,45,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,adam -0.11511378288269043,0.013635305063861472,0.009622907638549805,0.005476893047804917,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5714285714285714,0.4,0.5384615384615384,0.3125,0.3333333333333333,0.4311446886446887,0.10565045104091923,78,0.5333333333333333,0.5333333333333333,0.4666666666666667,0.3333333333333333,0.4,0.4533333333333333,0.07774602526460402,23,0.5517241379310344,0.4571428571428572,0.5,0.3225806451612903,0.3636363636363636,0.43901680077430905,0.08484107141388858,38,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,lbfgs -1.0513590812683105,0.13302946735293159,0.006407880783081054,0.005370032298480497,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",1.0,0.7,0.0,0.42857142857142855,0.6666666666666666,0.559047619047619,0.33330067867261853,46,0.26666666666666666,0.4666666666666667,0.0,0.2,0.26666666666666666,0.24,0.14966629547095767,95,0.4210526315789474,0.56,0.0,0.27272727272727276,0.3809523809523809,0.3269464570517202,0.18757413015058305,86,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,sgd -4.912367963790894,0.4161382838855653,0.011110782623291016,0.009239244053648413,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.4444444444444444,0.3333333333333333,0.4666666666666667,0.3888888888888889,0.42666666666666664,0.05904591224705077,80,0.26666666666666666,0.5333333333333333,0.26666666666666666,0.4666666666666667,0.4666666666666667,0.4,0.11155467020454342,45,0.3478260869565218,0.4848484848484848,0.2962962962962963,0.4666666666666667,0.42424242424242425,0.40397599180207877,0.07159460561908375,73,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,adam -0.4905245780944824,0.19107389777503936,0.010525846481323242,0.007879911978497231,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35714285714285715,0.45454545454545453,0.5882352941176471,0.38461538461538464,0.45,0.44690779808426867,0.07997430342549391,72,0.3333333333333333,0.6666666666666666,0.6666666666666666,0.3333333333333333,0.6,0.5199999999999999,0.154344492037203,3,0.3448275862068965,0.5405405405405405,0.625,0.3571428571428571,0.5142857142857143,0.4763593396352016,0.10877945965598265,14,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,lbfgs -1.737272357940674,0.09361359537983817,0.008502388000488281,0.00524995160378159,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.8333333333333334,0.7777777777777778,0.4,0.5,0.625,0.6272222222222222,0.16307613915129898,38,0.3333333333333333,0.4666666666666667,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.31999999999999995,0.10666666666666667,72,0.47619047619047616,0.5833333333333334,0.2,0.4,0.43478260869565216,0.41886128364389236,0.12557642257799886,64,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,sgd -3.4130740642547606,0.33655547944122244,0.004972648620605469,0.001199938101984727,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.45454545454545453,0.5238095238095238,0.5,0.4375,0.5833333333333334,0.49983766233766236,0.051929898523638586,52,0.3333333333333333,0.7333333333333333,0.4666666666666667,0.4666666666666667,0.4666666666666667,0.49333333333333335,0.13063945294843615,8,0.3846153846153846,0.611111111111111,0.4827586206896552,0.45161290322580644,0.5185185185185186,0.48972330763209515,0.0749836625840024,8,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,adam -0.3445124626159668,0.07316843285976579,0.01376967430114746,0.014748241281302553,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,0.35,0.4166666666666667,0.375,0.5,0.44833333333333336,0.0913479307069648,71,0.4,0.4666666666666667,0.3333333333333333,0.4,0.5333333333333333,0.42666666666666664,0.06798692684790379,33,0.48,0.4,0.3703703703703704,0.38709677419354843,0.5161290322580646,0.4307192353643967,0.05694208147676007,42,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,lbfgs -0.45188393592834475,0.2990437780987293,0.0111968994140625,0.008146420753526212,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.46153846153846156,0.16,0.0,0.10091743119266056,0.2222222222222222,0.18893562299066888,0.15472649887646087,95,0.4,0.26666666666666666,0.0,0.7333333333333333,0.4,0.36,0.23701851779508232,61,0.42857142857142855,0.2,0.0,0.1774193548387097,0.2857142857142857,0.21834101382488483,0.14029950700552793,94,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,sgd -3.526178407669067,0.07767725183486925,0.009936094284057617,0.004654838373824385,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.5263157894736842,0.5454545454545454,0.5625,0.5384615384615384,0.5545463746779535,0.025564199445288753,48,0.4,0.6666666666666666,0.4,0.6,0.4666666666666667,0.5066666666666667,0.10832051206181278,4,0.48,0.5882352941176471,0.4615384615384615,0.5806451612903225,0.5,0.5220837833892862,0.052402159620522616,1,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,adam -0.3734623908996582,0.060087293380603236,0.013264751434326172,0.012258595328736048,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5454545454545454,0.4090909090909091,0.42857142857142855,0.3333333333333333,0.6,0.4632900432900433,0.09640777198780864,63,0.4,0.6,0.4,0.3333333333333333,0.6,0.4666666666666666,0.11155467020454339,16,0.4615384615384615,0.4864864864864865,0.4137931034482759,0.3333333333333333,0.6,0.4590302769613114,0.08772539056605164,23,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,lbfgs -2.130190849304199,0.25814189802349236,0.012604141235351562,0.002147409412556078,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.8333333333333334,0.7777777777777778,0.5,0.42857142857142855,1.0,0.7079365079365079,0.21315988792005452,4,0.3333333333333333,0.4666666666666667,0.13333333333333333,0.2,0.26666666666666666,0.27999999999999997,0.11469767022723501,92,0.47619047619047616,0.5833333333333334,0.2105263157894737,0.27272727272727276,0.4210526315789474,0.39276600592390065,0.13542251203837904,76,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,sgd -2.0853158950805666,0.36010979090774864,0.005916023254394531,0.003056571712392861,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.4444444444444444,0.47368421052631576,0.36363636363636365,0.4375,0.5384615384615384,0.45154531141373244,0.056604306482618987,67,0.26666666666666666,0.6,0.26666666666666666,0.4666666666666667,0.4666666666666667,0.4133333333333334,0.12927146286443544,39,0.33333333333333337,0.5294117647058824,0.30769230769230765,0.45161290322580644,0.5,0.42441006179146595,0.08876620476734064,51,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,adam -0.0010231971740722657,7.718999502963667e-05,0.003381824493408203,9.070723751026933e-05,{},0.5384615384615384,0.5,0.7,0.5,0.3333333333333333,0.5143589743589744,0.11681281350553778,1,0.4666666666666667,0.4666666666666667,0.4666666666666667,0.6,0.4,0.48,0.06531972647421808,1,0.5,0.4827586206896552,0.56,0.5454545454545454,0.3636363636363636,0.4903699059561129,0.0694186266485387,1,GaussianNB,,,,,,,,,,, -0.020720672607421876,0.02028464639214784,0.030438041687011717,0.026674661744980146,"{'gamma': 'scale', 'kernel': 'linear'}",0.8,0.75,0.75,0.6666666666666666,0.5,0.6933333333333332,0.10572501018102472,1,0.26666666666666666,0.2,0.2,0.26666666666666666,0.13333333333333333,0.21333333333333332,0.049888765156985884,3,0.4,0.31578947368421056,0.31578947368421056,0.3809523809523809,0.2105263157894737,0.32461152882205513,0.06637590880992725,3,SVC,scale,linear,,,,,,,,, -0.007954120635986328,0.0035762820180241643,0.011456775665283202,0.012252462539476582,"{'gamma': 'scale', 'kernel': 'poly'}",1.0,0.6666666666666666,0.8,0.5,0.0,0.5933333333333334,0.3388870673903689,3,0.06666666666666667,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.0,0.18666666666666668,0.12927146286443544,5,0.125,0.3809523809523809,0.4,0.4,0.0,0.2611904761904762,0.16712114904478692,5,SVC,scale,poly,,,,,,,,, -0.02797732353210449,0.02037088216333717,0.013611221313476562,0.0073080348040783375,"{'gamma': 'scale', 'kernel': 'rbf'}",0.75,0.6666666666666666,0.5,0.8333333333333334,0.2,0.5900000000000001,0.22400396821881924,5,0.2,0.13333333333333333,0.06666666666666667,0.3333333333333333,0.06666666666666667,0.16,0.09977753031397177,7,0.31578947368421056,0.2222222222222222,0.11764705882352941,0.47619047619047616,0.1,0.24636984618408767,0.13871798892690002,7,SVC,scale,rbf,,,,,,,,, -0.024979925155639647,0.011317389891341085,0.008631610870361328,0.006543595748519283,"{'gamma': 'scale', 'kernel': 'sigmoid'}",0.46153846153846156,0.42857142857142855,0.875,0.25,0.6428571428571429,0.5315934065934066,0.21219037552234998,7,0.4,0.2,0.4666666666666667,0.26666666666666666,0.6,0.3866666666666667,0.14236104336041747,1,0.42857142857142855,0.27272727272727276,0.608695652173913,0.2580645161290323,0.6206896551724138,0.43774970495481214,0.15639242515881194,1,SVC,scale,sigmoid,,,,,,,,, -0.027771949768066406,0.013594761752953398,0.014269685745239258,0.007839168870752351,"{'gamma': 'auto', 'kernel': 'linear'}",0.8,0.75,0.75,0.6666666666666666,0.5,0.6933333333333332,0.10572501018102472,1,0.26666666666666666,0.2,0.2,0.26666666666666666,0.13333333333333333,0.21333333333333332,0.049888765156985884,3,0.4,0.31578947368421056,0.31578947368421056,0.3809523809523809,0.2105263157894737,0.32461152882205513,0.06637590880992725,3,SVC,auto,linear,,,,,,,,, -0.010638189315795899,0.004928873077651877,0.011664390563964844,0.004501056467564619,"{'gamma': 'auto', 'kernel': 'poly'}",1.0,0.6666666666666666,0.8,0.5,0.0,0.5933333333333334,0.3388870673903689,3,0.06666666666666667,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.0,0.18666666666666668,0.12927146286443544,5,0.125,0.3809523809523809,0.4,0.4,0.0,0.2611904761904762,0.16712114904478692,5,SVC,auto,poly,,,,,,,,, -0.006869983673095703,0.0016801975644044121,0.018303966522216795,0.004744421436760961,"{'gamma': 'auto', 'kernel': 'rbf'}",0.75,0.6666666666666666,0.3333333333333333,0.8333333333333334,0.2,0.5566666666666666,0.2462158041682585,6,0.2,0.13333333333333333,0.06666666666666667,0.3333333333333333,0.06666666666666667,0.16,0.09977753031397177,7,0.31578947368421056,0.2222222222222222,0.1111111111111111,0.47619047619047616,0.1,0.245062656641604,0.13995015395832047,8,SVC,auto,rbf,,,,,,,,, -0.0048754215240478516,0.0005894513522558576,0.0052643299102783205,0.0011398784776679976,"{'gamma': 'auto', 'kernel': 'sigmoid'}",0.4,0.42857142857142855,0.875,0.25,0.5294117647058824,0.4965966386554622,0.20930082578778003,8,0.4,0.2,0.4666666666666667,0.26666666666666666,0.6,0.3866666666666667,0.14236104336041747,1,0.4000000000000001,0.27272727272727276,0.608695652173913,0.2580645161290323,0.5625,0.4203974882060436,0.1443771909269883,2,SVC,auto,sigmoid,,,,,,,,, -0.01078481674194336,0.010182240478391497,0.004375314712524414,0.0004970564260339419,"{'criterion': 'gini', 'splitter': 'best'}",0.35714285714285715,0.6,0.6,0.2777777777777778,0.25,0.4169841269841269,0.153513975553857,3,0.3333333333333333,0.6,0.4,0.3333333333333333,0.26666666666666666,0.38666666666666666,0.11469767022723502,3,0.3448275862068965,0.6,0.48,0.303030303030303,0.2580645161290323,0.39718448107324633,0.1256607840351981,3,DecisionTreeClassifier,,,gini,best,,,,,,, -0.0012940406799316407,0.00021961209383486116,0.005829906463623047,0.0038388172564232967,"{'criterion': 'gini', 'splitter': 'random'}",0.375,0.5294117647058824,0.5555555555555556,0.47058823529411764,0.3157894736842105,0.44926900584795326,0.09111187927661239,2,0.4,0.6,0.3333333333333333,0.5333333333333333,0.4,0.4533333333333333,0.09797958971132713,1,0.38709677419354843,0.5625,0.4166666666666667,0.5,0.35294117647058826,0.44384092346616066,0.07675274722657631,1,DecisionTreeClassifier,,,gini,random,,,,,,, -0.002695655822753906,0.000292472205914525,0.005379009246826172,0.0018837652837833238,"{'criterion': 'entropy', 'splitter': 'best'}",0.5,0.4375,0.6666666666666666,0.35294117647058826,0.3,0.4514215686274509,0.12768007313793736,1,0.5333333333333333,0.4666666666666667,0.4,0.4,0.4,0.43999999999999995,0.053333333333333316,2,0.5161290322580646,0.45161290322580644,0.5,0.37500000000000006,0.34285714285714286,0.4371198156682028,0.06804520035804625,2,DecisionTreeClassifier,,,entropy,best,,,,,,, -0.0012310981750488282,0.00020521381682648255,0.0037832736968994142,9.459425309362071e-05,"{'criterion': 'entropy', 'splitter': 'random'}",0.35714285714285715,0.4444444444444444,0.3076923076923077,0.38461538461538464,0.3181818181818182,0.36241536241536243,0.04939763101556044,4,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.07302967433402216,4,0.3448275862068965,0.33333333333333337,0.28571428571428575,0.3571428571428571,0.3783783783783784,0.3398792881551502,0.030923756013028606,4,DecisionTreeClassifier,,,entropy,random,,,,,,, -0.45035243034362793,0.016513659560014014,0.03403177261352539,0.006572261184928504,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'sqrt'}",0.6666666666666666,0.6,0.8571428571428571,0.5833333333333334,0.7142857142857143,0.6842857142857144,0.09837223950723563,3,0.4,0.4,0.4,0.4666666666666667,0.3333333333333333,0.4000000000000001,0.0421637021355784,1,0.5,0.48,0.5454545454545455,0.5185185185185186,0.4545454545454545,0.4997037037037037,0.031224118804550477,1,RandomForestClassifier,,,gini,,balanced,sqrt,,,,, -0.44500021934509276,0.006875302336074001,0.03423562049865723,0.0028088071275240907,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'log2'}",0.6666666666666666,0.5454545454545454,1.0,0.5454545454545454,0.6666666666666666,0.6848484848484848,0.1666391161802124,2,0.4,0.4,0.26666666666666666,0.4,0.4,0.37333333333333335,0.053333333333333344,3,0.5,0.4615384615384615,0.4210526315789474,0.4615384615384615,0.5,0.46882591093117404,0.02943517527011098,5,RandomForestClassifier,,,gini,,balanced,log2,,,,, -0.4259789943695068,0.020443521583707606,0.035328006744384764,0.011131664056920367,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.6363636363636364,0.6363636363636364,0.8333333333333334,0.6,0.5,0.6412121212121212,0.10825606483666876,6,0.4666666666666667,0.4666666666666667,0.3333333333333333,0.4,0.26666666666666666,0.3866666666666666,0.07774602526460402,2,0.5384615384615385,0.5384615384615385,0.47619047619047616,0.48,0.3478260869565218,0.47618792801401505,0.0696380632345968,3,RandomForestClassifier,,,entropy,,balanced,sqrt,,,,, -0.4339632987976074,0.006588890580317032,0.03846774101257324,0.004975421743863894,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'log2'}",0.6666666666666666,0.6363636363636364,0.6666666666666666,0.6,0.6,0.633939393939394,0.029838869394160406,7,0.4,0.4666666666666667,0.26666666666666666,0.4,0.2,0.3466666666666666,0.09797958971132713,8,0.5,0.5384615384615385,0.3809523809523809,0.48,0.3,0.4398827838827839,0.08715644230154775,8,RandomForestClassifier,,,entropy,,balanced,log2,,,,, -0.5202793598175048,0.007787397563351601,0.03343091011047363,0.007279906712885322,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'sqrt'}",0.6666666666666666,0.5454545454545454,0.8333333333333334,0.5454545454545454,0.5555555555555556,0.6292929292929292,0.11182507073210546,8,0.4,0.4,0.3333333333333333,0.4,0.3333333333333333,0.3733333333333333,0.03265986323710906,6,0.5,0.4615384615384615,0.47619047619047616,0.4615384615384615,0.4166666666666667,0.46318681318681315,0.027180375764233176,6,RandomForestClassifier,,,gini,,balanced_subsample,sqrt,,,,, -0.5084170341491699,0.007469459340905002,0.03231735229492187,0.00550969544823632,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'log2'}",0.6666666666666666,0.5384615384615384,1.0,0.6363636363636364,0.5,0.6682983682983683,0.17676561044584102,4,0.4,0.4666666666666667,0.26666666666666666,0.4666666666666667,0.26666666666666666,0.37333333333333335,0.09043106644167025,3,0.5,0.5,0.4210526315789474,0.5384615384615385,0.3478260869565218,0.4614680513994015,0.06847674264683754,7,RandomForestClassifier,,,gini,,balanced_subsample,log2,,,,, -0.5057895183563232,0.012637693527396954,0.02070484161376953,0.00239802315020553,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.6666666666666666,0.6363636363636364,0.8333333333333334,0.6,0.5714285714285714,0.6615584415584415,0.09173910925397914,5,0.4,0.4666666666666667,0.3333333333333333,0.4,0.26666666666666666,0.37333333333333335,0.0679869268479038,3,0.5,0.5384615384615385,0.47619047619047616,0.48,0.36363636363636365,0.4716576756576757,0.05835201443232476,4,RandomForestClassifier,,,entropy,,balanced_subsample,sqrt,,,,, -0.2817831993103027,0.09421183593202623,0.013158941268920898,0.0022606807256907047,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'log2'}",0.75,0.6666666666666666,0.6666666666666666,0.6363636363636364,0.7142857142857143,0.6867965367965367,0.04025974025974027,1,0.4,0.4,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.3733333333333333,0.0679869268479038,6,0.5217391304347827,0.5,0.3809523809523809,0.5384615384615385,0.4545454545454545,0.4791397008788313,0.05659429412785735,2,RandomForestClassifier,,,entropy,,balanced_subsample,log2,,,,, -0.009220027923583984,0.0004373701750511434,0.003007984161376953,0.00019487440346811015,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.75,0.8333333333333334,0.8571428571428571,0.6363636363636364,0.5,0.7153679653679654,0.13254461159013806,9,0.4,0.3333333333333333,0.4,0.4666666666666667,0.13333333333333333,0.3466666666666667,0.11469767022723504,59,0.5217391304347827,0.47619047619047616,0.5454545454545455,0.5384615384615385,0.2105263157894737,0.45847440126616334,0.1262996642583043,26,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,lbfgs -0.5163583755493164,0.05524615014095071,0.011337614059448243,0.005643463650877201,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.5714285714285714,0.8571428571428571,0.6666666666666666,0.4,0.6323809523809524,0.14871787654051913,37,0.4,0.26666666666666666,0.4,0.26666666666666666,0.13333333333333333,0.29333333333333333,0.09977753031397178,87,0.5,0.36363636363636365,0.5454545454545455,0.3809523809523809,0.2,0.39800865800865803,0.12068332396791699,67,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,sgd -0.4181816101074219,0.08192182129036292,0.003627967834472656,0.0002457592715716864,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.8333333333333334,0.8571428571428571,0.6,0.4,0.6880952380952381,0.1698605537190744,22,0.4,0.3333333333333333,0.4,0.4,0.13333333333333333,0.3333333333333333,0.10327955589886445,81,0.5217391304347827,0.47619047619047616,0.5454545454545455,0.48,0.2,0.4446768304159609,0.1250618514611505,46,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,adam -0.027607536315917967,0.00409516115074319,0.006988048553466797,0.006255319051144876,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.75,0.8333333333333334,0.8571428571428571,0.6363636363636364,0.5,0.7153679653679654,0.13254461159013806,9,0.4,0.3333333333333333,0.4,0.4666666666666667,0.13333333333333333,0.3466666666666667,0.11469767022723504,59,0.5217391304347827,0.47619047619047616,0.5454545454545455,0.5384615384615385,0.2105263157894737,0.45847440126616334,0.1262996642583043,26,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,lbfgs -0.6220959186553955,0.3783899394051924,0.003809022903442383,0.000339607608590488,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.06306306306306306,0.06779661016949153,0.08843537414965986,0.056179775280898875,0.22033898305084745,0.09916276114279214,0.061535866435018016,101,0.4666666666666667,0.26666666666666666,0.8666666666666667,0.3333333333333333,0.8666666666666667,0.5599999999999999,0.2585429257288709,4,0.11111111111111109,0.10810810810810811,0.16049382716049385,0.09615384615384615,0.3513513513513513,0.1654436487769821,0.0955265829296471,98,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,sgd -0.5607933521270752,0.11380762568123166,0.013181591033935547,0.00506395401581776,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.8333333333333334,0.8571428571428571,0.7,0.5,0.7280952380952381,0.12729881642078028,4,0.4,0.3333333333333333,0.4,0.4666666666666667,0.13333333333333333,0.3466666666666667,0.11469767022723504,59,0.5217391304347827,0.47619047619047616,0.5454545454545455,0.56,0.2105263157894737,0.4627820935738557,0.1292863101610263,19,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,adam -0.027640295028686524,0.00524717893964953,0.007988071441650391,0.00517019545782921,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.75,0.8333333333333334,0.8571428571428571,0.6363636363636364,0.5,0.7153679653679654,0.13254461159013806,9,0.4,0.3333333333333333,0.4,0.4666666666666667,0.13333333333333333,0.3466666666666667,0.11469767022723504,59,0.5217391304347827,0.47619047619047616,0.5454545454545455,0.5384615384615385,0.2105263157894737,0.45847440126616334,0.1262996642583043,26,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,lbfgs -0.6150967121124268,0.12044629429399324,0.006829023361206055,0.005518193617831557,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.625,0.8,0.8333333333333334,0.5714285714285714,0.4,0.645952380952381,0.15832098054212082,32,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.26666666666666666,0.13333333333333333,0.26666666666666666,0.07302967433402215,94,0.43478260869565216,0.4,0.47619047619047616,0.36363636363636365,0.2,0.37492188970449847,0.09507110444233456,77,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,sgd -0.4853198051452637,0.07677119443193518,0.0067081451416015625,0.005718380395735158,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.8333333333333334,0.8571428571428571,0.7,0.5,0.7114285714285714,0.12878641637643273,18,0.4,0.3333333333333333,0.4,0.4666666666666667,0.13333333333333333,0.3466666666666667,0.11469767022723504,59,0.5,0.47619047619047616,0.5454545454545455,0.56,0.2105263157894737,0.45843426748689914,0.12758485206338396,36,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,adam -0.028780508041381835,0.0019321840073618986,0.007710886001586914,0.004936489716561858,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.75,0.8333333333333334,0.8571428571428571,0.6363636363636364,0.5,0.7153679653679654,0.13254461159013806,9,0.4,0.3333333333333333,0.4,0.4666666666666667,0.13333333333333333,0.3466666666666667,0.11469767022723504,59,0.5217391304347827,0.47619047619047616,0.5454545454545455,0.5384615384615385,0.2105263157894737,0.45847440126616334,0.1262996642583043,26,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,lbfgs -0.48074731826782224,0.013617385919676308,0.003905200958251953,0.00025694991362909775,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.75,0.8,1.0,0.5714285714285714,0.5,0.7242857142857142,0.1766814266713178,8,0.4,0.26666666666666666,0.4,0.26666666666666666,0.2,0.3066666666666667,0.08,84,0.5217391304347827,0.4,0.5714285714285715,0.36363636363636365,0.28571428571428575,0.4285036702428007,0.10443123424903963,55,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,sgd -0.43468546867370605,0.042403709748639364,0.012165975570678712,0.006324964588638653,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.8333333333333334,0.8571428571428571,0.7,0.5,0.7280952380952381,0.12729881642078028,4,0.4,0.3333333333333333,0.4,0.4666666666666667,0.13333333333333333,0.3466666666666667,0.11469767022723504,59,0.5217391304347827,0.47619047619047616,0.5454545454545455,0.56,0.2105263157894737,0.4627820935738557,0.1292863101610263,19,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,adam -0.03961591720581055,0.006105165332007601,0.009625959396362304,0.004851262844379017,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.75,0.8333333333333334,0.8571428571428571,0.6363636363636364,0.5,0.7153679653679654,0.13254461159013806,9,0.4,0.3333333333333333,0.4,0.4666666666666667,0.13333333333333333,0.3466666666666667,0.11469767022723504,59,0.5217391304347827,0.47619047619047616,0.5454545454545455,0.5384615384615385,0.2105263157894737,0.45847440126616334,0.1262996642583043,26,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,lbfgs -0.5648178577423095,0.3596263735688059,0.009878969192504883,0.0073054764877332565,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.18181818181818182,0.047619047619047616,0.23255813953488372,0.05319148936170213,0.0,0.10303737166676305,0.08849242672713155,100,0.26666666666666666,0.2,0.6666666666666666,0.3333333333333333,0.0,0.29333333333333333,0.21746008573733452,87,0.21621621621621623,0.07692307692307693,0.3448275862068966,0.09174311926605504,0.0,0.14594199972244895,0.12123872289427583,99,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,sgd -0.3802190780639648,0.03813939820001594,0.0061686992645263675,0.004680028303933569,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.8333333333333334,0.8571428571428571,0.7,0.5,0.7280952380952381,0.12729881642078028,4,0.4,0.3333333333333333,0.4,0.4666666666666667,0.13333333333333333,0.3466666666666667,0.11469767022723504,59,0.5217391304347827,0.47619047619047616,0.5454545454545455,0.56,0.2105263157894737,0.4627820935738557,0.1292863101610263,19,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,adam -0.04127106666564941,0.005975427651452175,0.01151895523071289,0.005594786861368312,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.75,0.8333333333333334,0.8571428571428571,0.6363636363636364,0.5,0.7153679653679654,0.13254461159013806,9,0.4,0.3333333333333333,0.4,0.4666666666666667,0.13333333333333333,0.3466666666666667,0.11469767022723504,59,0.5217391304347827,0.47619047619047616,0.5454545454545455,0.5384615384615385,0.2105263157894737,0.45847440126616334,0.1262996642583043,26,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,lbfgs -0.6975006580352783,0.0644443651581138,0.011787223815917968,0.00662778206446675,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.7142857142857143,0.5714285714285714,1.0,0.625,0.3333333333333333,0.6488095238095238,0.21619519608860738,29,0.3333333333333333,0.26666666666666666,0.4,0.3333333333333333,0.13333333333333333,0.29333333333333333,0.09043106644167025,87,0.4545454545454545,0.36363636363636365,0.5714285714285715,0.43478260869565216,0.19047619047619044,0.4029738377564464,0.12549989150053797,64,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,sgd -0.4326625823974609,0.05375639635257778,0.009233856201171875,0.0065629938960491485,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.7142857142857143,0.8571428571428571,0.7,0.5,0.7042857142857143,0.11602251716712543,20,0.4,0.3333333333333333,0.4,0.4666666666666667,0.13333333333333333,0.3466666666666667,0.11469767022723504,59,0.5217391304347827,0.4545454545454545,0.5454545454545455,0.56,0.2105263157894737,0.45845308924485134,0.12912715135164504,35,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,adam -0.07886576652526855,0.01011855526961403,0.010218191146850585,0.0054630533820556005,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.75,0.8333333333333334,0.8571428571428571,0.6363636363636364,0.5,0.7153679653679654,0.13254461159013806,9,0.4,0.3333333333333333,0.4,0.4666666666666667,0.13333333333333333,0.3466666666666667,0.11469767022723504,59,0.5217391304347827,0.47619047619047616,0.5454545454545455,0.5384615384615385,0.2105263157894737,0.45847440126616334,0.1262996642583043,26,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,lbfgs -0.6518078327178956,0.06052928431711236,0.004533147811889649,0.00047620525451900055,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.75,0.6666666666666666,1.0,0.625,0.5,0.7083333333333333,0.16666666666666669,19,0.4,0.26666666666666666,0.4,0.3333333333333333,0.13333333333333333,0.3066666666666667,0.09977753031397177,84,0.5217391304347827,0.3809523809523809,0.5714285714285715,0.43478260869565216,0.2105263157894737,0.4238858014601722,0.12556148461327812,56,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,sgd -0.30774736404418945,0.05130002702796974,0.008214998245239257,0.007993135484807177,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.8333333333333334,1.0,0.7,0.5,0.7566666666666666,0.16384274303259344,2,0.4,0.3333333333333333,0.4,0.4666666666666667,0.13333333333333333,0.3466666666666667,0.11469767022723504,59,0.5217391304347827,0.47619047619047616,0.5714285714285715,0.56,0.2105263157894737,0.46797689876866083,0.13297303698154436,15,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,adam -0.08920602798461914,0.0027354740590698613,0.01139659881591797,0.004415751625797428,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.75,0.8333333333333334,0.8571428571428571,0.6363636363636364,0.5,0.7153679653679654,0.13254461159013806,9,0.4,0.3333333333333333,0.4,0.4666666666666667,0.13333333333333333,0.3466666666666667,0.11469767022723504,59,0.5217391304347827,0.47619047619047616,0.5454545454545455,0.5384615384615385,0.2105263157894737,0.45847440126616334,0.1262996642583043,26,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,lbfgs -1.7835148811340331,1.1272933110018888,0.008456707000732422,0.005650462270993775,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.36363636363636365,0.5,0.17721518987341772,0.27586206896551724,0.13043478260869565,0.2894296810167988,0.13259113154448376,93,0.5333333333333333,0.4,0.9333333333333333,0.5333333333333333,0.8,0.64,0.19595917942265426,2,0.43243243243243246,0.4444444444444445,0.2978723404255319,0.36363636363636365,0.22429906542056074,0.35253692927186664,0.08292966563609705,82,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,sgd -0.31895909309387205,0.030716584309172002,0.011818456649780273,0.0065058494250266295,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.8333333333333334,0.8571428571428571,0.7,0.5,0.7280952380952381,0.12729881642078028,4,0.4,0.3333333333333333,0.4,0.4666666666666667,0.13333333333333333,0.3466666666666667,0.11469767022723504,59,0.5217391304347827,0.47619047619047616,0.5454545454545455,0.56,0.2105263157894737,0.4627820935738557,0.1292863101610263,19,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,adam -0.08338809013366699,0.015599076860762664,0.012946224212646485,0.004439753634778466,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.75,0.8333333333333334,0.8571428571428571,0.6363636363636364,0.5,0.7153679653679654,0.13254461159013806,9,0.4,0.3333333333333333,0.4,0.4666666666666667,0.13333333333333333,0.3466666666666667,0.11469767022723504,59,0.5217391304347827,0.47619047619047616,0.5454545454545455,0.5384615384615385,0.2105263157894737,0.45847440126616334,0.1262996642583043,26,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,lbfgs -0.816242790222168,0.08231875556128096,0.009132623672485352,0.005977034563793711,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.7142857142857143,1.0,0.5555555555555556,0.5,0.6873015873015873,0.17399605848945676,23,0.4,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.30666666666666664,0.09043106644167025,86,0.5,0.4545454545454545,0.5,0.4166666666666667,0.2105263157894737,0.416347687400319,0.10753327576240344,60,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,sgd -0.3221627712249756,0.047284668536420014,0.00631566047668457,0.004080417838966558,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.8333333333333334,1.0,0.7,0.5,0.7566666666666666,0.16384274303259344,2,0.4,0.3333333333333333,0.4,0.4666666666666667,0.13333333333333333,0.3466666666666667,0.11469767022723504,59,0.5217391304347827,0.47619047619047616,0.5714285714285715,0.56,0.2105263157894737,0.46797689876866083,0.13297303698154436,15,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,adam -0.2011646270751953,0.08260564359476388,0.009892606735229492,0.006981353397249835,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4,0.5,0.46153846153846156,0.21428571428571427,0.3157894736842105,0.37832272990167726,0.10297443441426823,84,0.5333333333333333,0.3333333333333333,0.4,0.2,0.4,0.37333333333333335,0.1083205120618128,48,0.4571428571428572,0.4,0.42857142857142855,0.20689655172413796,0.35294117647058826,0.3691104027818024,0.08810706121480805,79,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,lbfgs -0.9502599716186524,0.06956811443992197,0.008100557327270507,0.0052369715414522875,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,sgd -0.8322829723358154,0.08140963031808118,0.015925073623657228,0.002166485952128517,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.7142857142857143,0.75,0.0,0.5,0.0,0.3928571428571429,0.3319700011034929,81,0.3333333333333333,0.4,0.0,0.26666666666666666,0.0,0.2,0.16865480854231357,98,0.4545454545454545,0.5217391304347827,0.0,0.3478260869565218,0.0,0.2648221343873518,0.2232274458640334,89,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,adam -0.1899641513824463,0.03051109147967882,0.011051654815673828,0.0059380240203399945,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4166666666666667,0.5625,0.25,0.3888888888888889,0.35294117647058826,0.3941993464052288,0.10134473792875572,80,0.3333333333333333,0.6,0.2,0.4666666666666667,0.4,0.4,0.13333333333333333,30,0.3703703703703704,0.5806451612903225,0.22222222222222224,0.42424242424242425,0.37500000000000006,0.3944960356250679,0.11504499514116003,69,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,lbfgs -0.1995386600494385,0.07228743772559111,0.011457252502441406,0.006043940870222411,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.1,0.1,1.0,0.13725490196078433,0.10067114093959731,0.2875852085800763,0.35649609416096406,94,1.0,1.0,0.06666666666666667,0.9333333333333333,1.0,0.8,0.3675746333890726,1,0.18181818181818182,0.18181818181818182,0.125,0.23931623931623935,0.18292682926829268,0.18217588644417915,0.036152238484899485,95,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,sgd -0.8486917972564697,0.1109367381383388,0.003557729721069336,0.00023120384756992627,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.8,0.0,0.5,0.0,0.41,0.34985711369071804,77,0.2,0.26666666666666666,0.0,0.26666666666666666,0.0,0.14666666666666667,0.12220201853215573,99,0.31578947368421056,0.4,0.0,0.3478260869565218,0.0,0.21272311212814646,0.17575572041320117,93,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,adam -0.13838300704956055,0.031997576565603286,0.011487245559692383,0.006748735586889895,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5294117647058824,0.47058823529411764,0.4117647058823529,0.4375,0.3333333333333333,0.43651960784313726,0.06488574230150786,71,0.6,0.5333333333333333,0.4666666666666667,0.4666666666666667,0.26666666666666666,0.4666666666666667,0.1115546702045434,10,0.5625,0.5,0.43749999999999994,0.45161290322580644,0.2962962962962963,0.4495818399044206,0.08824857585221882,41,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,lbfgs -0.9481791973114013,0.1346762336317784,0.0035169124603271484,0.00012237754172578626,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,sgd -0.7316448211669921,0.1474894534437429,0.005560493469238282,0.004099120940367437,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.7142857142857143,0.8,0.0,0.0,0.0,0.3028571428571428,0.37191177360623956,92,0.3333333333333333,0.26666666666666666,0.0,0.0,0.0,0.12,0.1484737163421339,100,0.4545454545454545,0.4,0.0,0.0,0.0,0.1709090909090909,0.21002951386463492,96,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,adam -0.11119351387023926,0.00816093846836043,0.009628725051879884,0.004973865230492819,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6363636363636364,0.6666666666666666,0.5384615384615384,0.4,0.3333333333333333,0.514965034965035,0.13000778858297252,56,0.4666666666666667,0.4,0.4666666666666667,0.4,0.3333333333333333,0.4133333333333334,0.0498887651569859,23,0.5384615384615385,0.5,0.5,0.4000000000000001,0.3333333333333333,0.45435897435897443,0.0759493931651628,39,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,lbfgs -1.4603790283203124,0.08574750043614485,0.01006178855895996,0.005222995550641526,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",1.0,1.0,1.0,0.0,1.0,0.8,0.4,1,0.13333333333333333,0.13333333333333333,0.13333333333333333,0.0,0.06666666666666667,0.09333333333333334,0.05333333333333334,101,0.23529411764705882,0.23529411764705882,0.23529411764705882,0.0,0.125,0.1661764705882353,0.0934257657309917,97,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,sgd -0.6541865825653076,0.06271125215055937,0.005720090866088867,0.003946249741609643,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.6666666666666666,0.8571428571428571,0.6363636363636364,0.3333333333333333,0.6487012987012987,0.17529474385090305,30,0.4,0.4,0.4,0.4666666666666667,0.13333333333333333,0.36000000000000004,0.11623730516108463,54,0.5217391304347827,0.5,0.5454545454545455,0.5384615384615385,0.19047619047619044,0.45922628096541135,0.13528525660835475,24,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,adam -0.13808212280273438,0.02100593474125439,0.006195259094238281,0.00493337221399612,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5454545454545454,0.29411764705882354,0.4444444444444444,0.2857142857142857,0.1875,0.3514461845344198,0.12710115310900325,90,0.4,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.2,0.29333333333333333,0.0679869268479038,87,0.4615384615384615,0.3125,0.33333333333333337,0.2758620689655172,0.19354838709677422,0.31535645018681724,0.08728976854127499,87,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,lbfgs -1.3735864639282227,0.26849268639855955,0.010156774520874023,0.005146605845298359,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.3333333333333333,0.0,0.0,0.0,0.06666666666666667,0.13333333333333333,102,0.0,0.06666666666666667,0.0,0.0,0.0,0.013333333333333332,0.026666666666666665,103,0.0,0.1111111111111111,0.0,0.0,0.0,0.02222222222222222,0.04444444444444444,103,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,sgd -0.6610296249389649,0.09051800093766109,0.009897565841674805,0.005021843882940198,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.6666666666666666,0.8571428571428571,0.6363636363636364,0.3333333333333333,0.6487012987012987,0.17529474385090305,30,0.4,0.4,0.4,0.4666666666666667,0.13333333333333333,0.36000000000000004,0.11623730516108463,54,0.5217391304347827,0.5,0.5454545454545455,0.5384615384615385,0.19047619047619044,0.45922628096541135,0.13528525660835475,24,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,adam -0.14055953025817872,0.015365914457565303,0.010522222518920899,0.0052070627775820085,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.42857142857142855,0.25,0.375,0.2777777777777778,0.3662698412698413,0.09294189593045969,88,0.4,0.4,0.2,0.4,0.3333333333333333,0.3466666666666666,0.07774602526460402,77,0.4444444444444445,0.4137931034482759,0.22222222222222224,0.38709677419354843,0.303030303030303,0.35411736946775885,0.08101115115850592,81,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,lbfgs -1.8017587661743164,0.13464098202329008,0.007660007476806641,0.004500014933629224,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",1.0,1.0,1.0,0.0,0.3333333333333333,0.6666666666666667,0.4216370213557839,25,0.13333333333333333,0.06666666666666667,0.06666666666666667,0.0,0.06666666666666667,0.06666666666666667,0.04216370213557839,102,0.23529411764705882,0.125,0.125,0.0,0.1111111111111111,0.11928104575163398,0.07459110058664725,100,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,sgd -0.660733699798584,0.06151493070911957,0.00803232192993164,0.0051887362678121945,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.6,0.8571428571428571,0.6363636363636364,0.3333333333333333,0.6353679653679654,0.17595534050942685,36,0.4,0.4,0.4,0.4666666666666667,0.13333333333333333,0.36000000000000004,0.11623730516108463,54,0.5217391304347827,0.48,0.5454545454545455,0.5384615384615385,0.19047619047619044,0.4552262809654114,0.13431273544720795,38,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,adam -0.896893835067749,0.07207765283454734,0.012692117691040039,0.007543345692044686,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.16666666666666666,0.4117647058823529,0.35714285714285715,0.4444444444444444,0.3333333333333333,0.3426704014939309,0.09633890824054901,91,0.06666666666666667,0.4666666666666667,0.3333333333333333,0.5333333333333333,0.26666666666666666,0.3333333333333333,0.1632993161855452,81,0.09523809523809522,0.43749999999999994,0.3448275862068965,0.4848484848484848,0.2962962962962963,0.33174209251795456,0.1356378101501742,86,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,lbfgs -0.6561522960662842,0.022522730582782542,0.011429977416992188,0.005652325063118099,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,sgd -2.62861852645874,0.40445515397399906,0.012369203567504882,0.00626489959582006,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6153846153846154,0.5833333333333334,0.7,0.6153846153846154,0.6666666666666666,0.6361538461538461,0.04161752526209942,35,0.5333333333333333,0.4666666666666667,0.4666666666666667,0.5333333333333333,0.4,0.48,0.04988876515698587,8,0.5714285714285715,0.5185185185185186,0.56,0.5714285714285715,0.5,0.5442751322751324,0.029480774992769382,2,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,adam -1.2164787769317627,0.4040085794714115,0.009795045852661133,0.005330670627622209,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5454545454545454,0.5,0.3076923076923077,0.25,0.2857142857142857,0.3777722277722278,0.12063879148209941,85,0.4,0.4,0.26666666666666666,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.059628479399994404,81,0.4615384615384615,0.4444444444444445,0.28571428571428575,0.28571428571428575,0.2758620689655172,0.35065470927539893,0.08380951880082936,83,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,lbfgs -0.5621983051300049,0.30208371159977676,0.00899815559387207,0.005623921747471098,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,sgd -2.6665882587432863,0.35334915747476636,0.006571769714355469,0.00409977812854122,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5384615384615384,0.6153846153846154,0.6666666666666666,0.5625,0.6,0.5966025641025641,0.044309480317674156,46,0.4666666666666667,0.5333333333333333,0.5333333333333333,0.6,0.4,0.5066666666666666,0.06798692684790378,7,0.5,0.5714285714285715,0.5925925925925926,0.5806451612903225,0.48,0.5449332650622973,0.04579100241989284,1,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,adam -1.077874755859375,0.2737247275139443,0.012457656860351562,0.005801487538850299,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4666666666666667,0.5384615384615384,0.35,0.3157894736842105,0.23529411764705882,0.38124235929189493,0.10823699651870602,83,0.4666666666666667,0.4666666666666667,0.4666666666666667,0.4,0.26666666666666666,0.4133333333333333,0.07774602526460402,25,0.4666666666666667,0.5,0.4,0.35294117647058826,0.25,0.393921568627451,0.08828843715534081,70,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,lbfgs -0.9485405921936035,0.023886583808333934,0.012324953079223632,0.004529291113633283,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,sgd -4.333465480804444,4.29977691886717,0.006369447708129883,0.004253734008928708,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.5833333333333334,0.7272727272727273,0.5833333333333334,0.6,0.5987878787878789,0.07313898614805814,45,0.4,0.4666666666666667,0.5333333333333333,0.4666666666666667,0.4,0.4533333333333333,0.04988876515698587,14,0.4444444444444445,0.5185185185185186,0.6153846153846153,0.5185185185185186,0.48,0.5153732193732193,0.0571038018126601,3,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,adam -0.19352517127990723,0.03440642389158219,0.0071752071380615234,0.005624565469284876,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,0.4666666666666667,0.3333333333333333,0.38461538461538464,0.2916666666666667,0.4152564102564102,0.10926838163071058,75,0.4,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.4,0.059628479399994404,30,0.48,0.4666666666666667,0.3333333333333333,0.3571428571428571,0.35897435897435903,0.3992234432234432,0.06132815275580232,66,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,lbfgs -0.6938653945922851,0.06738930367400157,0.009913253784179687,0.005288936757210839,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5714285714285714,0.5384615384615384,0.7777777777777778,0.6,0.5454545454545454,0.6066244866244866,0.08827687641406229,44,0.26666666666666666,0.4666666666666667,0.4666666666666667,0.4,0.4,0.4,0.07302967433402216,30,0.36363636363636365,0.5,0.5833333333333334,0.48,0.4615384615384615,0.4777016317016317,0.07061542262670177,11,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,sgd -0.9953554153442383,0.04570197744762731,0.009041976928710938,0.0063568066142076305,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5454545454545454,0.75,0.6,0.5454545454545454,0.45454545454545453,0.5790909090909091,0.09738735811521514,49,0.4,0.4,0.4,0.4,0.3333333333333333,0.38666666666666666,0.026666666666666682,40,0.4615384615384615,0.5217391304347827,0.48,0.4615384615384615,0.3846153846153846,0.46188628762541806,0.044455604340310415,23,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,adam -0.1660097599029541,0.05166943676683705,0.011518287658691406,0.006145228719656661,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4166666666666667,0.5714285714285714,0.46153846153846156,0.35714285714285715,0.3125,0.4238553113553114,0.08955458717779075,74,0.3333333333333333,0.5333333333333333,0.4,0.3333333333333333,0.3333333333333333,0.3866666666666666,0.07774602526460402,41,0.3703703703703704,0.5517241379310344,0.42857142857142855,0.3448275862068965,0.3225806451612903,0.40361483364820405,0.08208151088935357,63,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,lbfgs -0.09948849678039551,0.046506178660975436,0.006377410888671875,0.005191492506987837,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.1056338028169014,0.2777777777777778,0.2857142857142857,0.23076923076923078,0.0,0.17997901941563912,0.11067415950138716,97,1.0,0.3333333333333333,0.13333333333333333,0.4,0.0,0.37333333333333335,0.3440930106817051,48,0.19108280254777069,0.303030303030303,0.18181818181818182,0.29268292682926833,0.0,0.19372284284510477,0.10901233845874334,94,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,sgd -1.1229622840881348,0.17408408590871244,0.006636238098144532,0.00643708117708005,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5555555555555556,0.5555555555555556,0.75,0.6666666666666666,0.3,0.5655555555555555,0.15163308541539539,50,0.3333333333333333,0.3333333333333333,0.4,0.5333333333333333,0.2,0.36,0.1083205120618128,57,0.4166666666666667,0.4166666666666667,0.5217391304347827,0.5925925925925926,0.24,0.4375330112721418,0.11918409581847347,51,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,adam -0.2184049129486084,0.07370928939507451,0.008144903182983398,0.005396173066615249,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4166666666666667,0.3684210526315789,0.375,0.26666666666666666,0.46153846153846156,0.3776585695006748,0.0647596635834265,86,0.3333333333333333,0.4666666666666667,0.4,0.26666666666666666,0.4,0.37333333333333335,0.0679869268479038,48,0.3703703703703704,0.4117647058823529,0.38709677419354843,0.26666666666666666,0.42857142857142855,0.3728939891368734,0.056750756253163545,78,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,lbfgs -0.8325890064239502,0.07034211250916178,0.008747577667236328,0.005938923801483738,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.7142857142857143,0.625,0.7777777777777778,0.6,0.5454545454545454,0.6525036075036075,0.08304604189063651,27,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.4,0.4,0.3866666666666666,0.0498887651569859,41,0.4545454545454545,0.43478260869565216,0.5833333333333334,0.48,0.4615384615384615,0.4828399716225803,0.0522892442988563,8,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,sgd -0.8745997428894043,0.17102127481344534,0.00870509147644043,0.005865528047046237,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6363636363636364,0.5555555555555556,0.7,0.5833333333333334,0.6,0.6150505050505051,0.04988549279693137,42,0.4666666666666667,0.3333333333333333,0.4666666666666667,0.4666666666666667,0.4,0.42666666666666664,0.05333333333333334,19,0.5384615384615385,0.4166666666666667,0.56,0.5185185185185186,0.48,0.5027293447293448,0.05045676030054955,5,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,adam -0.1115687370300293,0.009553225190389576,0.012831020355224609,0.007261418179188748,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4,0.5,0.35714285714285715,0.3125,0.42105263157894735,0.3981390977443609,0.06311716597606586,79,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.3866666666666666,0.09797958971132713,41,0.32,0.4827586206896552,0.3448275862068965,0.3225806451612903,0.47058823529411764,0.38815101747039193,0.07289368706939804,74,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,lbfgs -0.7746557712554931,0.06303430149100998,0.004107809066772461,0.0002843087963582815,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.625,0.875,0.5555555555555556,0.3333333333333333,0.6111111111111112,0.17502204446692626,43,0.4,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.13333333333333333,0.33333333333333337,0.1115546702045434,79,0.5,0.43478260869565216,0.608695652173913,0.4166666666666667,0.19047619047619044,0.4301242236024844,0.13740768930511474,53,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,sgd -5.0751261711120605,0.62707093741689,0.011012601852416991,0.004876855550665417,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.5454545454545454,0.3,0.47058823529411764,0.3333333333333333,0.4632085561497326,0.1354390427153206,67,0.4,0.4,0.2,0.5333333333333333,0.4,0.3866666666666666,0.10666666666666666,41,0.5,0.4615384615384615,0.24,0.5,0.3636363636363636,0.41303496503496506,0.09985964623489679,62,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,adam -0.11837162971496581,0.017290898519149393,0.008634996414184571,0.005673565833526151,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5384615384615384,0.5,0.5454545454545454,0.375,0.5,0.49178321678321674,0.0613723520995402,60,0.4666666666666667,0.4,0.4,0.4,0.6666666666666666,0.4666666666666666,0.10327955589886444,12,0.5,0.4444444444444445,0.4615384615384615,0.38709677419354843,0.5714285714285715,0.4729016503210052,0.06122627888597928,13,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,lbfgs -0.28913516998291017,0.2182940836640815,0.01130084991455078,0.006223153237330641,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.4166666666666667,0.19607843137254902,0.07874015748031496,0.1,0.17391304347826086,0.1930796597995583,0.12008734014121633,96,0.3333333333333333,0.6666666666666666,0.6666666666666666,0.06666666666666667,0.26666666666666666,0.39999999999999997,0.23475755815545346,37,0.3703703703703704,0.303030303030303,0.14084507042253522,0.08,0.2105263157894737,0.22095441192253648,0.10531474594278913,92,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,sgd -4.788926219940185,0.2539201812454575,0.006383085250854492,0.00496937368774309,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.8,0.5833333333333334,0.3333333333333333,0.4,0.5333333333333333,0.53,0.16206994374857625,53,0.5333333333333333,0.4666666666666667,0.26666666666666666,0.4,0.5333333333333333,0.43999999999999995,0.09977753031397177,18,0.64,0.5185185185185186,0.2962962962962963,0.4000000000000001,0.5333333333333333,0.47762962962962974,0.11836137730636664,12,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,adam -0.11468048095703125,0.004794082484463163,0.010512733459472656,0.007736961025593267,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6153846153846154,0.5,0.4375,0.3333333333333333,0.3,0.43724358974358973,0.11428543398340757,70,0.5333333333333333,0.4666666666666667,0.4666666666666667,0.4666666666666667,0.4,0.4666666666666667,0.04216370213557838,10,0.5714285714285715,0.4827586206896552,0.45161290322580644,0.3888888888888889,0.34285714285714286,0.44750922541801297,0.07874486217318069,43,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,lbfgs -0.9948402404785156,0.1291145084436714,0.014123964309692382,0.005034790847471655,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.625,0.7,0.7777777777777778,0.6,0.375,0.6155555555555556,0.1353846828325827,41,0.3333333333333333,0.4666666666666667,0.4666666666666667,0.4,0.2,0.3733333333333333,0.09977753031397177,52,0.43478260869565216,0.56,0.5833333333333334,0.48,0.26086956521739135,0.4637971014492754,0.11474133352453077,17,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,sgd -5.222844648361206,0.42760999100923436,0.008834934234619141,0.005796594701426079,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.8,0.6153846153846154,0.3333333333333333,0.42857142857142855,0.38461538461538464,0.5123809523809524,0.17247643179270525,58,0.5333333333333333,0.5333333333333333,0.2,0.4,0.3333333333333333,0.39999999999999997,0.12649110640673517,37,0.64,0.5714285714285715,0.25,0.4137931034482759,0.3571428571428571,0.44647290640394094,0.14192680109866918,45,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,adam -0.3774587631225586,0.11589216240739059,0.007829999923706055,0.006829179930239745,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6153846153846154,0.6153846153846154,0.3,0.2777777777777778,0.26666666666666666,0.4150427350427351,0.1639302870635221,76,0.5333333333333333,0.5333333333333333,0.2,0.3333333333333333,0.26666666666666666,0.3733333333333333,0.13727506854649335,52,0.5714285714285715,0.5714285714285715,0.24,0.303030303030303,0.26666666666666666,0.39051082251082253,0.14906789571544155,73,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,lbfgs -1.2741965770721435,0.06463811306100421,0.006543397903442383,0.004168682134670874,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.6,0.7777777777777778,0.6666666666666666,0.5,0.6422222222222221,0.0911923756830364,33,0.4,0.4,0.4666666666666667,0.5333333333333333,0.26666666666666666,0.4133333333333333,0.08844332774281066,25,0.5,0.48,0.5833333333333334,0.5925925925925926,0.3478260869565218,0.5007504025764896,0.0883990010557725,6,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,sgd -6.183532667160034,0.49847982067625934,0.008264923095703125,0.006791262462994448,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.5384615384615384,0.4166666666666667,0.4375,0.35294117647058826,0.482447209653092,0.10972106224065892,63,0.4,0.4666666666666667,0.3333333333333333,0.4666666666666667,0.4,0.4133333333333333,0.04988876515698589,25,0.5,0.5,0.3703703703703704,0.45161290322580644,0.37500000000000006,0.43939665471923545,0.057282326621833767,50,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,adam -0.3367177486419678,0.04933579596037666,0.010479450225830078,0.006106576191321149,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5625,0.5384615384615384,0.5833333333333334,0.42857142857142855,0.3888888888888889,0.5003510378510378,0.07717135229614776,59,0.6,0.4666666666666667,0.4666666666666667,0.6,0.4666666666666667,0.52,0.06531972647421806,6,0.5806451612903225,0.5,0.5185185185185186,0.5,0.42424242424242425,0.5046812208102531,0.04995241477837872,4,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,lbfgs -2.6246497631073,1.0522741878486264,0.01599860191345215,0.005963960577848825,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.13333333333333333,0.13725490196078433,0.2608695652173913,0.18181818181818182,0.0,0.14265519646593816,0.08482327722122675,98,0.8,0.9333333333333333,0.8,0.4,0.0,0.5866666666666667,0.3435759660460034,3,0.2285714285714286,0.23931623931623935,0.39344262295081966,0.25000000000000006,0.0,0.22226605816769754,0.12633546995760184,91,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,sgd -6.588281202316284,0.7242616564536234,0.013749122619628906,0.007652020164656128,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.7,0.6153846153846154,0.3333333333333333,0.5,0.5,0.5297435897435897,0.12382889936606763,54,0.4666666666666667,0.5333333333333333,0.26666666666666666,0.4,0.4666666666666667,0.42666666666666664,0.09043106644167023,19,0.56,0.5714285714285715,0.2962962962962963,0.4444444444444445,0.4827586206896552,0.47098558657179346,0.09936975767267224,14,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,adam -0.3745895862579346,0.0912548521831377,0.015624046325683594,0.009713510499012002,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.45454545454545453,0.42857142857142855,0.375,0.38461538461538464,0.3076923076923077,0.39008491508491505,0.050363449142249786,82,0.3333333333333333,0.4,0.4,0.3333333333333333,0.26666666666666666,0.3466666666666666,0.0498887651569859,77,0.3846153846153846,0.4137931034482759,0.38709677419354843,0.3571428571428571,0.28571428571428575,0.36567248102287037,0.04381665372327547,80,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,lbfgs -1.9654819011688232,0.07367120095252035,0.013381290435791015,0.008154209794480108,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.625,1.0,0.7,0.5,0.6983333333333333,0.16536155673083283,21,0.4,0.3333333333333333,0.4,0.4666666666666667,0.26666666666666666,0.37333333333333335,0.0679869268479038,48,0.5,0.43478260869565216,0.5714285714285715,0.56,0.3478260869565218,0.4828074534161491,0.08322779639717205,9,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,sgd -6.061938285827637,0.8631638695045803,0.007476997375488281,0.005126168468705124,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.5833333333333334,0.3076923076923077,0.4,0.5,0.4915384615384616,0.1275511525445786,61,0.4,0.4666666666666667,0.26666666666666666,0.4,0.5333333333333333,0.4133333333333333,0.08844332774281066,25,0.5,0.5185185185185186,0.28571428571428575,0.4000000000000001,0.5161290322580646,0.4440723672981738,0.09042339084384002,47,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,adam -0.41765732765197755,0.11231059661840699,0.007634544372558593,0.00621939517342879,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3125,0.4666666666666667,0.36363636363636365,0.25,0.375,0.3535606060606061,0.07178429068638922,89,0.3333333333333333,0.4666666666666667,0.26666666666666666,0.26666666666666666,0.4,0.3466666666666667,0.07774602526460402,59,0.3225806451612903,0.4666666666666667,0.30769230769230765,0.2580645161290323,0.38709677419354843,0.3484201819685691,0.07206760393460916,84,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,lbfgs -0.9610973834991455,0.17224763952305422,0.006608057022094727,0.0044825118826085876,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5714285714285714,0.6666666666666666,0.6666666666666666,0.6666666666666666,0.4,0.5942857142857142,0.10390995578655887,47,0.26666666666666666,0.26666666666666666,0.13333333333333333,0.26666666666666666,0.13333333333333333,0.21333333333333332,0.06531972647421808,97,0.36363636363636365,0.3809523809523809,0.2222222222222222,0.3809523809523809,0.2,0.30955266955266947,0.08093117814379719,88,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,sgd -1.1234599113464356,0.2222639268428144,0.009057092666625976,0.005343395888209574,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.625,1.0,0.5384615384615384,0.5,0.6576923076923077,0.17798593787948597,26,0.3333333333333333,0.3333333333333333,0.4,0.4666666666666667,0.26666666666666666,0.36,0.0679869268479038,57,0.43478260869565216,0.43478260869565216,0.5714285714285715,0.5,0.3478260869565218,0.45776397515527956,0.07462727103540667,37,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,adam -0.5130706787109375,0.25696782030178217,0.010904455184936523,0.005762927081817974,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35714285714285715,0.4666666666666667,0.38461538461538464,0.3333333333333333,0.3333333333333333,0.37501831501831495,0.04957082104448687,87,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.5333333333333333,0.4666666666666667,0.42666666666666664,0.08,19,0.3448275862068965,0.4666666666666667,0.3571428571428571,0.4102564102564102,0.3888888888888889,0.3935564818323439,0.04323477880518441,71,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,lbfgs -0.2840878009796143,0.28375938684794033,0.0058860301971435545,0.004782093311548856,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.11811023622047244,0.04,0.4444444444444444,0.5,0.1111111111111111,0.24273315835520562,0.19017341574703114,95,1.0,0.2,0.5333333333333333,0.13333333333333333,0.8666666666666667,0.5466666666666666,0.3461534662865912,5,0.2112676056338028,0.06666666666666667,0.4848484848484848,0.2105263157894737,0.19696969696969696,0.23405575398162498,0.13664875425648382,90,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,sgd -0.9949450492858887,0.16029604352020488,0.009485101699829102,0.006139881653638453,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.7142857142857143,0.75,0.8333333333333334,0.5454545454545454,0.2727272727272727,0.6231601731601731,0.19869894084181403,40,0.3333333333333333,0.4,0.3333333333333333,0.4,0.2,0.33333333333333337,0.07302967433402216,79,0.4545454545454545,0.5217391304347827,0.47619047619047616,0.4615384615384615,0.23076923076923075,0.4289565506956811,0.1018177170385583,54,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,adam -0.41694178581237795,0.2926609028741714,0.011795854568481446,0.006480616336514,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4666666666666667,0.5333333333333333,0.8888888888888888,0.4,0.2857142857142857,0.5149206349206349,0.204089211247543,57,0.4666666666666667,0.5333333333333333,0.5333333333333333,0.5333333333333333,0.26666666666666666,0.4666666666666666,0.10327955589886445,12,0.4666666666666667,0.5333333333333333,0.6666666666666667,0.4571428571428572,0.2758620689655172,0.47993431855500823,0.12653962933645468,10,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,lbfgs -0.9420398235321045,0.09112352136171331,0.005538034439086914,0.0042662389917071135,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.375,1.0,0.8333333333333334,0.375,0.65,0.2480479344356203,28,0.26666666666666666,0.2,0.3333333333333333,0.3333333333333333,0.2,0.26666666666666666,0.059628479399994376,94,0.3809523809523809,0.26086956521739135,0.5,0.47619047619047616,0.26086956521739135,0.37577639751552794,0.10192982059484022,76,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,sgd -1.0601495265960694,0.17772311859822915,0.007680416107177734,0.00503164823717733,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.6666666666666666,0.75,0.6,0.42857142857142855,0.589047619047619,0.11465812339634282,48,0.4,0.4,0.4,0.4,0.6,0.44000000000000006,0.07999999999999999,16,0.4444444444444445,0.5,0.5217391304347827,0.48,0.5,0.4892367149758455,0.025999107763886677,7,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,adam -0.1261324405670166,0.010509165967608307,0.0033428192138671873,6.903334100754759e-05,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5714285714285714,0.45454545454545453,0.4,0.4,0.35294117647058826,0.43578304048892286,0.07506712283340013,73,0.5333333333333333,0.3333333333333333,0.26666666666666666,0.5333333333333333,0.4,0.4133333333333333,0.10666666666666667,25,0.5517241379310344,0.3846153846153846,0.32,0.4571428571428572,0.37500000000000006,0.4176964759378552,0.07997672191431907,58,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,lbfgs -0.8937532424926757,0.06733124321818501,0.011771106719970703,0.006480524952975801,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.7142857142857143,0.6666666666666666,0.8571428571428571,0.5714285714285714,0.3333333333333333,0.6285714285714286,0.17405397030949585,38,0.3333333333333333,0.4,0.4,0.26666666666666666,0.06666666666666667,0.29333333333333333,0.12364824660660939,87,0.4545454545454545,0.5,0.5454545454545455,0.36363636363636365,0.1111111111111111,0.394949494949495,0.15413227927444426,68,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,sgd -4.286658430099488,0.3384965558104472,0.011489772796630859,0.00575550631304589,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.625,0.5,0.4375,0.6,0.5525,0.07176350047203661,51,0.4,0.3333333333333333,0.26666666666666666,0.4666666666666667,0.6,0.4133333333333334,0.11469767022723501,23,0.48,0.43478260869565216,0.3478260869565218,0.45161290322580644,0.6,0.4628443197755961,0.08154605595496676,18,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,adam -0.14595894813537597,0.01373015703678357,0.012583637237548828,0.006876174863146122,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5625,0.5,0.42857142857142855,0.4,0.5,0.47821428571428576,0.05768050638063548,64,0.6,0.4,0.2,0.5333333333333333,0.4666666666666667,0.44000000000000006,0.13727506854649332,16,0.5806451612903225,0.4444444444444445,0.27272727272727276,0.4571428571428572,0.4827586206896552,0.4475436712589104,0.09961789205162538,42,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,lbfgs -0.43973526954650877,0.4149976415185317,0.013767528533935546,0.0049780751094890205,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.25,0.0,0.0625,0.10067114093959731,0.125,0.10763422818791946,0.08275299780676791,99,0.06666666666666667,0.0,0.13333333333333333,1.0,0.8,0.4,0.41526430673059833,30,0.10526315789473685,0.0,0.0851063829787234,0.18292682926829268,0.21621621621621623,0.11790251727159382,0.07619722824330252,101,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,sgd -3.801641035079956,0.3530342836147517,0.0069979667663574215,0.0057824729739551954,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.6,0.5,0.4444444444444444,0.5454545454545454,0.5513131313131313,0.07715585007962811,52,0.4,0.4,0.2,0.5333333333333333,0.4,0.3866666666666666,0.10666666666666666,41,0.5,0.48,0.28571428571428575,0.4848484848484848,0.4615384615384615,0.4424202464202464,0.07930962815147732,48,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,adam -0.1566377639770508,0.0177016357347553,0.0043220043182373045,0.0010668602067084585,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4666666666666667,0.35714285714285715,0.4,0.4444444444444444,0.375,0.4086507936507937,0.04124877362141629,78,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.5333333333333333,0.4,0.4,0.09428090415820635,30,0.4666666666666667,0.3448275862068965,0.32,0.4848484848484848,0.38709677419354843,0.40068790238311924,0.06519483454546719,65,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,lbfgs -1.1506635189056396,0.10753524577548224,0.00893244743347168,0.005696921125543336,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6,0.75,0.8333333333333334,0.5,0.5,0.6366666666666667,0.13432961119739925,34,0.2,0.2,0.3333333333333333,0.2,0.2,0.22666666666666666,0.05333333333333333,96,0.3,0.31578947368421056,0.47619047619047616,0.28571428571428575,0.28571428571428575,0.3326817042606517,0.0726086574422827,85,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,sgd -4.419941139221192,0.25601761893660135,0.013410615921020507,0.005210571764059901,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5454545454545454,0.6666666666666666,0.4444444444444444,0.3888888888888889,0.6,0.5290909090909091,0.10103918773130702,55,0.4,0.4,0.26666666666666666,0.4666666666666667,0.4,0.3866666666666666,0.06531972647421809,41,0.4615384615384615,0.5,0.33333333333333337,0.42424242424242425,0.48,0.4398228438228438,0.05880446815578179,49,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,adam -0.4645261764526367,0.20812264837057992,0.010960006713867187,0.005521139985136977,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5384615384615384,0.5384615384615384,0.36363636363636365,0.47368421052631576,0.3684210526315789,0.456532940743467,0.07760442663678548,68,0.4666666666666667,0.4666666666666667,0.26666666666666666,0.6,0.4666666666666667,0.4533333333333333,0.10666666666666666,14,0.5,0.5,0.30769230769230765,0.5294117647058824,0.4117647058823529,0.4497737556561086,0.08126424730149234,40,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,lbfgs -1.6640487670898438,0.1346570891007507,0.00894026756286621,0.005120541311231599,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.7142857142857143,0.6666666666666666,0.7142857142857143,0.625,0.4,0.6240476190476191,0.11687639069952427,39,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.27999999999999997,0.077746025264604,92,0.4545454545454545,0.3809523809523809,0.4545454545454545,0.43478260869565216,0.2,0.3849651797477883,0.09632530901286224,75,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,sgd -3.1748892307281493,0.19373399379068304,0.007988739013671874,0.005140625472570462,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.4166666666666667,0.5454545454545454,0.4444444444444444,0.42857142857142855,0.5,0.46702741702741707,0.04850374125140737,66,0.3333333333333333,0.4,0.26666666666666666,0.4,0.5333333333333333,0.3866666666666666,0.08844332774281066,41,0.3703703703703704,0.4615384615384615,0.33333333333333337,0.4137931034482759,0.5161290322580646,0.41903286018970115,0.06476773061622595,57,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,adam -0.309869384765625,0.024028371011323428,0.011484003067016602,0.00987724621199581,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5833333333333334,0.5,0.3333333333333333,0.47368421052631576,0.375,0.4530701754385965,0.08947368421052633,69,0.4666666666666667,0.3333333333333333,0.2,0.6,0.4,0.4,0.13333333333333333,30,0.5185185185185186,0.4,0.25,0.5294117647058824,0.38709677419354843,0.4170054114835898,0.10199472262200268,59,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,lbfgs -0.6980197429656982,0.29673956180854427,0.008421754837036133,0.005725424985927014,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.06060606060606061,0.07801418439716312,0.03773584905660377,0.11029411764705882,0.057330042341377264,0.037187163017862894,103,0.0,0.5333333333333333,0.7333333333333333,0.13333333333333333,1.0,0.48,0.3709447398198282,8,0.0,0.10884353741496598,0.14102564102564102,0.058823529411764705,0.1986754966887417,0.10147364090822268,0.06809230303759216,102,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,sgd -2.762297821044922,0.13498035256763266,0.004340600967407226,0.0010996687040335858,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.5384615384615384,0.4444444444444444,0.4117647058823529,0.4375,0.49143413775766714,0.07939213669144998,62,0.3333333333333333,0.4666666666666667,0.26666666666666666,0.4666666666666667,0.4666666666666667,0.4,0.08432740427115679,30,0.43478260869565216,0.5,0.33333333333333337,0.43749999999999994,0.45161290322580644,0.4314457690509584,0.0543695395152188,52,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,adam -0.2580437183380127,0.015420772682481773,0.008266639709472657,0.005282175666065294,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.46153846153846156,0.4166666666666667,0.5,0.47058823529411764,0.3333333333333333,0.4364253393665159,0.05806526791955999,72,0.4,0.3333333333333333,0.4,0.5333333333333333,0.3333333333333333,0.39999999999999997,0.07302967433402216,37,0.42857142857142855,0.3703703703703704,0.4444444444444445,0.5,0.3333333333333333,0.41534391534391535,0.0582010582010582,61,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,lbfgs -1.7495116710662841,0.2509253717964414,0.006022787094116211,0.004226524513210244,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.8333333333333334,0.8333333333333334,0.8333333333333334,0.4444444444444444,0.4,0.6688888888888889,0.20189228273304677,24,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.13333333333333333,0.27999999999999997,0.077746025264604,92,0.47619047619047616,0.47619047619047616,0.47619047619047616,0.33333333333333337,0.2,0.3923809523809524,0.11096770791336767,72,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,sgd -1.846693229675293,0.4255730941558227,0.003583812713623047,0.0009234722515497975,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5833333333333334,0.6153846153846154,0.4,0.3888888888888889,0.4,0.47752136752136753,0.10007725848932773,65,0.4666666666666667,0.5333333333333333,0.26666666666666666,0.4666666666666667,0.4,0.42666666666666664,0.09043106644167023,19,0.5185185185185186,0.5714285714285715,0.32,0.42424242424242425,0.4000000000000001,0.4468379028379029,0.08882921113659717,44,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,adam -0.000985574722290039,8.28637345740255e-05,0.003462409973144531,0.00023751648951575777,{},0.6428571428571429,0.375,0.4444444444444444,0.5,0.6,0.5124603174603174,0.09832932976719926,1,0.6,0.4,0.5333333333333333,0.5333333333333333,0.4,0.4933333333333333,0.07999999999999999,1,0.6206896551724138,0.38709677419354843,0.4848484848484848,0.5161290322580646,0.48,0.4977527892945023,0.07507009468001558,1,GaussianNB,,,,,,,,,,, -0.010953140258789063,0.0011700507081814652,0.005509376525878906,0.0006138965357974514,"{'gamma': 'scale', 'kernel': 'linear'}",0.6,0.75,0.5,0.8,1.0,0.7300000000000001,0.17204650534085256,1,0.2,0.4,0.13333333333333333,0.26666666666666666,0.2,0.24,0.09043106644167026,3,0.3,0.5217391304347827,0.2105263157894737,0.4,0.33333333333333337,0.35311975591151795,0.10409260387058578,3,SVC,scale,linear,,,,,,,,, -0.006650686264038086,0.0005371977036832902,0.006490325927734375,0.0024001656481345748,"{'gamma': 'scale', 'kernel': 'poly'}",0.0,0.6666666666666666,0.3333333333333333,0.75,0.75,0.5,0.29344694769431684,4,0.0,0.26666666666666666,0.2,0.2,0.2,0.17333333333333334,0.09043106644167026,5,0.0,0.3809523809523809,0.25,0.31578947368421056,0.31578947368421056,0.25250626566416046,0.13287108709910642,5,SVC,scale,poly,,,,,,,,, -0.006093358993530274,0.00016530360472506999,0.015239715576171875,0.00611024620505757,"{'gamma': 'scale', 'kernel': 'rbf'}",0.6666666666666666,0.2,0.375,1.0,0.0,0.44833333333333336,0.3521521135973929,7,0.13333333333333333,0.06666666666666667,0.2,0.26666666666666666,0.0,0.13333333333333336,0.09428090415820634,7,0.2222222222222222,0.1,0.26086956521739135,0.4210526315789474,0.0,0.20082888380371217,0.1435686329366033,7,SVC,scale,rbf,,,,,,,,, -0.009838724136352539,0.008849981158718866,0.00481572151184082,0.0003985947263745811,"{'gamma': 'scale', 'kernel': 'sigmoid'}",0.7142857142857143,0.6666666666666666,0.25,0.6153846153846154,0.3125,0.5117673992673992,0.19181952255418647,3,0.3333333333333333,0.4,0.13333333333333333,0.5333333333333333,0.3333333333333333,0.3466666666666666,0.12927146286443544,1,0.4545454545454545,0.5,0.1739130434782609,0.5714285714285715,0.3225806451612903,0.4044935429227155,0.14097593446154166,1,SVC,scale,sigmoid,,,,,,,,, -0.018404006958007812,0.008112743599288196,0.007437419891357422,0.006028086826924872,"{'gamma': 'auto', 'kernel': 'linear'}",0.6,0.75,0.5,0.8,1.0,0.7300000000000001,0.17204650534085256,1,0.2,0.4,0.13333333333333333,0.26666666666666666,0.2,0.24,0.09043106644167026,3,0.3,0.5217391304347827,0.2105263157894737,0.4,0.33333333333333337,0.35311975591151795,0.10409260387058578,3,SVC,auto,linear,,,,,,,,, -0.015281581878662109,0.010943976473574778,0.011116933822631837,0.00856197570374249,"{'gamma': 'auto', 'kernel': 'poly'}",0.0,0.6666666666666666,0.3333333333333333,0.75,0.75,0.5,0.29344694769431684,4,0.0,0.26666666666666666,0.2,0.2,0.2,0.17333333333333334,0.09043106644167026,5,0.0,0.3809523809523809,0.25,0.31578947368421056,0.31578947368421056,0.25250626566416046,0.13287108709910642,5,SVC,auto,poly,,,,,,,,, -0.014221954345703124,0.006952029841949244,0.010730600357055664,0.008286835982817582,"{'gamma': 'auto', 'kernel': 'rbf'}",0.6666666666666666,0.16666666666666666,0.375,1.0,0.0,0.4416666666666666,0.3570714214271425,8,0.13333333333333333,0.06666666666666667,0.2,0.26666666666666666,0.0,0.13333333333333336,0.09428090415820634,7,0.2222222222222222,0.09523809523809522,0.26086956521739135,0.4210526315789474,0.0,0.19987650285133124,0.14424851991603915,8,SVC,auto,rbf,,,,,,,,, -0.004579401016235352,0.0002551342424692897,0.006548118591308594,0.004147883748437994,"{'gamma': 'auto', 'kernel': 'sigmoid'}",0.7142857142857143,0.6666666666666666,0.25,0.5833333333333334,0.2777777777777778,0.4984126984126984,0.19621962592304495,6,0.3333333333333333,0.4,0.13333333333333333,0.4666666666666667,0.3333333333333333,0.33333333333333337,0.11155467020454342,2,0.4545454545454545,0.5,0.1739130434782609,0.5185185185185186,0.303030303030303,0.3900014639145074,0.13193970309485148,2,SVC,auto,sigmoid,,,,,,,,, -0.002384519577026367,0.00015052727255882034,0.004435586929321289,0.0012726160883177323,"{'criterion': 'gini', 'splitter': 'best'}",0.35294117647058826,0.35294117647058826,0.6153846153846154,0.4,0.45454545454545453,0.43516248457424933,0.09758360855463584,1,0.4,0.4,0.5333333333333333,0.26666666666666666,0.3333333333333333,0.38666666666666666,0.08844332774281068,4,0.37500000000000006,0.37500000000000006,0.5714285714285715,0.32,0.3846153846153846,0.4052087912087913,0.08618443474698836,3,DecisionTreeClassifier,,,gini,best,,,,,,, -0.0018630027770996094,0.0015668741682490618,0.005179834365844726,0.002696987499271252,"{'criterion': 'gini', 'splitter': 'random'}",0.4666666666666667,0.2916666666666667,0.5,0.4117647058823529,0.3333333333333333,0.40068627450980393,0.0784360292735223,3,0.4666666666666667,0.4666666666666667,0.4,0.4666666666666667,0.5333333333333333,0.4666666666666667,0.04216370213557838,1,0.4666666666666667,0.35897435897435903,0.4444444444444445,0.43749999999999994,0.4102564102564102,0.4235683760683761,0.03697825984772755,1,DecisionTreeClassifier,,,gini,random,,,,,,, -0.002767610549926758,0.0005640668650628652,0.004769611358642578,0.0018933458915518166,"{'criterion': 'entropy', 'splitter': 'best'}",0.42857142857142855,0.3157894736842105,0.4,0.5,0.3888888888888889,0.40664995822890554,0.0596826379123561,2,0.4,0.4,0.4,0.4666666666666667,0.4666666666666667,0.42666666666666675,0.03265986323710903,2,0.4137931034482759,0.35294117647058826,0.4000000000000001,0.4827586206896552,0.42424242424242425,0.4147470649701887,0.04184277089327671,2,DecisionTreeClassifier,,,entropy,best,,,,,,, -0.0011383056640625,6.901014961086602e-05,0.0036401271820068358,0.0001447080500348022,"{'criterion': 'entropy', 'splitter': 'random'}",0.42857142857142855,0.2857142857142857,0.4444444444444444,0.47058823529411764,0.35714285714285715,0.39729225023342674,0.06728392642259642,4,0.4,0.26666666666666666,0.5333333333333333,0.5333333333333333,0.3333333333333333,0.4133333333333334,0.10666666666666666,3,0.4137931034482759,0.2758620689655172,0.4848484848484848,0.5,0.3448275862068965,0.40386624869383486,0.08458013579355964,4,DecisionTreeClassifier,,,entropy,random,,,,,,, -0.3312715530395508,0.019472866955721063,0.026624250411987304,0.005784930640569618,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'sqrt'}",0.4,0.36363636363636365,0.6666666666666666,0.8888888888888888,0.6666666666666666,0.5971717171717171,0.1939966245523891,8,0.26666666666666666,0.26666666666666666,0.5333333333333333,0.5333333333333333,0.13333333333333333,0.3466666666666667,0.16,6,0.32,0.30769230769230765,0.5925925925925926,0.6666666666666667,0.2222222222222222,0.4218347578347578,0.17455364958368041,6,RandomForestClassifier,,,gini,,balanced,sqrt,,,,, -0.33086061477661133,0.01730066842423771,0.023682689666748045,0.0029495677501330626,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'log2'}",0.6,0.14285714285714285,0.6666666666666666,0.8333333333333334,0.75,0.5985714285714285,0.24098061193547954,7,0.4,0.06666666666666667,0.5333333333333333,0.3333333333333333,0.2,0.30666666666666664,0.16110727964792762,7,0.48,0.09090909090909091,0.5925925925925926,0.47619047619047616,0.31578947368421056,0.39109632667527405,0.17408568075251196,7,RandomForestClassifier,,,gini,,balanced,log2,,,,, -0.31415615081787107,0.03611629739862807,0.02249288558959961,0.0018336819945163362,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.5,0.5,0.7272727272727273,0.75,0.6666666666666666,0.6287878787878788,0.10862695956930254,5,0.3333333333333333,0.4,0.5333333333333333,0.4,0.13333333333333333,0.36,0.13063945294843618,5,0.4,0.4444444444444445,0.6153846153846153,0.5217391304347827,0.2222222222222222,0.440758082497213,0.13151812718612432,4,RandomForestClassifier,,,entropy,,balanced,sqrt,,,,, -0.3341494083404541,0.006039491906514316,0.02110919952392578,0.0053287597995886095,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'log2'}",0.5,0.5,0.7272727272727273,0.7272727272727273,0.75,0.6409090909090909,0.11535070491317746,4,0.26666666666666666,0.4,0.5333333333333333,0.5333333333333333,0.2,0.38666666666666666,0.13597385369580758,2,0.3478260869565218,0.4444444444444445,0.6153846153846153,0.6153846153846153,0.31578947368421056,0.46776584717088154,0.12775668550917169,3,RandomForestClassifier,,,entropy,,balanced,log2,,,,, -0.39139666557312014,0.012223993357126603,0.03006157875061035,0.005751108011438767,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'sqrt'}",0.4444444444444444,0.3333333333333333,0.7272727272727273,0.7,1.0,0.641010101010101,0.2337082998776266,3,0.26666666666666666,0.13333333333333333,0.5333333333333333,0.4666666666666667,0.13333333333333333,0.30666666666666664,0.16653327995729061,7,0.33333333333333337,0.19047619047619044,0.6153846153846153,0.56,0.23529411764705882,0.3868976513682396,0.17123368461229388,8,RandomForestClassifier,,,gini,,balanced_subsample,sqrt,,,,, -0.4137264728546143,0.00428778541472625,0.03288512229919434,0.004511805729106153,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'log2'}",0.6363636363636364,0.3333333333333333,0.6666666666666666,0.7777777777777778,0.6666666666666666,0.6161616161616161,0.14941302696646946,6,0.4666666666666667,0.2,0.5333333333333333,0.4666666666666667,0.13333333333333333,0.36000000000000004,0.16110727964792762,4,0.5384615384615385,0.25,0.5925925925925926,0.5833333333333334,0.2222222222222222,0.43732193732193736,0.16553846604948075,5,RandomForestClassifier,,,gini,,balanced_subsample,log2,,,,, -0.42926998138427735,0.0035115366066530433,0.022387027740478516,0.004038744172084905,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.5555555555555556,0.5,0.6666666666666666,0.8,0.75,0.6544444444444444,0.11322434846983997,2,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.5333333333333333,0.2,0.38666666666666666,0.12927146286443544,2,0.4166666666666667,0.4,0.5925925925925926,0.64,0.31578947368421056,0.47300974658869394,0.12280796534180495,2,RandomForestClassifier,,,entropy,,balanced_subsample,sqrt,,,,, -0.2915700912475586,0.06834728809794562,0.013064908981323241,0.002208597275279917,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'log2'}",0.5384615384615384,0.5454545454545454,0.7272727272727273,0.7272727272727273,0.75,0.6576923076923077,0.0948861119876323,1,0.4666666666666667,0.4,0.5333333333333333,0.5333333333333333,0.2,0.42666666666666664,0.12364824660660936,1,0.5,0.4615384615384615,0.6153846153846153,0.6153846153846153,0.31578947368421056,0.5016194331983805,0.111379454175229,1,RandomForestClassifier,,,entropy,,balanced_subsample,log2,,,,, -0.011155271530151367,0.0011976928082997403,0.0034786224365234374,0.0006890333993937487,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.75,0.5454545454545454,0.7142857142857143,0.5714285714285714,0.6495670995670995,0.07938855746132317,17,0.26666666666666666,0.4,0.4,0.3333333333333333,0.26666666666666666,0.33333333333333337,0.059628479399994404,55,0.3809523809523809,0.5217391304347827,0.4615384615384615,0.4545454545454545,0.36363636363636365,0.4364823582214886,0.05764185679360596,29,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,lbfgs -0.4340673446655273,0.032144809791538345,0.009893035888671875,0.005817456264024737,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6,0.8571428571428571,0.46153846153846156,0.7142857142857143,0.8,0.6865934065934066,0.1420304057413543,9,0.2,0.4,0.4,0.3333333333333333,0.26666666666666666,0.31999999999999995,0.07774602526460402,80,0.3,0.5454545454545455,0.42857142857142855,0.4545454545454545,0.4,0.4257142857142857,0.07955178877510088,47,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,sgd -0.42101345062255857,0.06432941964716576,0.006125450134277344,0.005315753839946735,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.75,0.5,0.7142857142857143,0.6666666666666666,0.6595238095238095,0.08571428571428572,13,0.26666666666666666,0.4,0.4,0.3333333333333333,0.26666666666666666,0.33333333333333337,0.059628479399994404,55,0.3809523809523809,0.5217391304347827,0.4444444444444445,0.4545454545454545,0.3809523809523809,0.43652675826588866,0.052584283523227165,26,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,adam -0.021087837219238282,0.0012701245590595637,0.005298233032226563,0.004063354621258673,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.75,0.5454545454545454,0.7142857142857143,0.5714285714285714,0.6495670995670995,0.07938855746132317,17,0.26666666666666666,0.4,0.4,0.3333333333333333,0.26666666666666666,0.33333333333333337,0.059628479399994404,55,0.3809523809523809,0.5217391304347827,0.4615384615384615,0.4545454545454545,0.36363636363636365,0.4364823582214886,0.05764185679360596,29,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,lbfgs -0.2877960681915283,0.21285917572972077,0.005367565155029297,0.0038868862311377734,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.08080808080808081,0.17307692307692307,0.3,0.12903225806451613,0.1125,0.159083452389904,0.07648975974002543,96,0.5333333333333333,0.6,0.2,0.26666666666666666,0.6,0.43999999999999995,0.17178798302300166,18,0.14035087719298248,0.26865671641791045,0.24,0.17391304347826086,0.18947368421052632,0.202478864259936,0.046113710207501026,94,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,sgd -0.4909853935241699,0.14218503755528167,0.003560781478881836,0.00010551470048328743,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.75,0.5,0.7142857142857143,0.6666666666666666,0.6595238095238095,0.08571428571428572,13,0.26666666666666666,0.4,0.4,0.3333333333333333,0.26666666666666666,0.33333333333333337,0.059628479399994404,55,0.3809523809523809,0.5217391304347827,0.4444444444444445,0.4545454545454545,0.3809523809523809,0.43652675826588866,0.052584283523227165,26,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,adam -0.02288203239440918,0.0028026075655210167,0.011150264739990234,0.0075247627176977085,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.75,0.5454545454545454,0.7142857142857143,0.5714285714285714,0.6495670995670995,0.07938855746132317,17,0.26666666666666666,0.4,0.4,0.3333333333333333,0.26666666666666666,0.33333333333333337,0.059628479399994404,55,0.3809523809523809,0.5217391304347827,0.4615384615384615,0.4545454545454545,0.36363636363636365,0.4364823582214886,0.05764185679360596,29,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,lbfgs -0.5766849517822266,0.05605302199681637,0.004105901718139649,0.0007145042381602912,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.375,0.5,0.8,0.6016666666666666,0.14798648586948743,33,0.26666666666666666,0.4,0.2,0.26666666666666666,0.26666666666666666,0.27999999999999997,0.06531972647421809,89,0.3809523809523809,0.5,0.26086956521739135,0.3478260869565218,0.4,0.37792960662525876,0.07746831036994452,74,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,sgd -0.4405552387237549,0.06153941472970578,0.00739436149597168,0.00497047148690707,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.6666666666666666,0.5454545454545454,0.6666666666666666,0.6666666666666666,0.6424242424242423,0.048484848484848485,26,0.26666666666666666,0.4,0.4,0.26666666666666666,0.26666666666666666,0.32,0.06531972647421809,77,0.3809523809523809,0.5,0.4615384615384615,0.3809523809523809,0.3809523809523809,0.4208791208791208,0.05038993784327518,50,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,adam -0.028313350677490235,0.005572369632559742,0.008431720733642577,0.006129592907798232,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.75,0.5454545454545454,0.7142857142857143,0.5714285714285714,0.6495670995670995,0.07938855746132317,17,0.26666666666666666,0.4,0.4,0.3333333333333333,0.26666666666666666,0.33333333333333337,0.059628479399994404,55,0.3809523809523809,0.5217391304347827,0.4615384615384615,0.4545454545454545,0.36363636363636365,0.4364823582214886,0.05764185679360596,29,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,lbfgs -0.4181875705718994,0.035478413504596996,0.01441798210144043,0.002164025397896979,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6,0.75,0.4,0.625,0.6,0.595,0.11224972160321822,38,0.2,0.4,0.26666666666666666,0.3333333333333333,0.2,0.27999999999999997,0.077746025264604,89,0.3,0.5217391304347827,0.32,0.43478260869565216,0.3,0.375304347826087,0.088747810750708,75,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,sgd -0.326735782623291,0.05228942056771691,0.009925651550292968,0.004884432691499538,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.75,0.5,0.7142857142857143,0.6666666666666666,0.6595238095238095,0.08571428571428572,13,0.26666666666666666,0.4,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.31999999999999995,0.04988876515698589,80,0.3809523809523809,0.5217391304347827,0.4,0.4545454545454545,0.3809523809523809,0.4276378693769998,0.054225431219775855,44,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,adam -0.028226280212402345,0.005078422354084886,0.011628150939941406,0.004088485295697885,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.75,0.5454545454545454,0.7142857142857143,0.5714285714285714,0.6495670995670995,0.07938855746132317,17,0.26666666666666666,0.4,0.4,0.3333333333333333,0.26666666666666666,0.33333333333333337,0.059628479399994404,55,0.3809523809523809,0.5217391304347827,0.4615384615384615,0.4545454545454545,0.36363636363636365,0.4364823582214886,0.05764185679360596,29,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,lbfgs -0.4264813423156738,0.20452586830129096,0.008668851852416993,0.006281206507257205,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.06422018348623854,0.12359550561797752,0.15384615384615385,0.32,0.23529411764705882,0.1793911921194858,0.0893599941565361,94,0.4666666666666667,0.7333333333333333,0.9333333333333333,0.5333333333333333,0.8,0.6933333333333334,0.1717879830230017,1,0.11290322580645162,0.21153846153846156,0.2641509433962264,0.4,0.3636363636363636,0.27044579887550063,0.10372862123475579,87,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,sgd -0.35025434494018554,0.03545703374895138,0.009729099273681641,0.0051668122619236015,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.75,0.5,0.6666666666666666,0.5714285714285714,0.6309523809523808,0.08650429583135691,30,0.26666666666666666,0.4,0.4,0.26666666666666666,0.26666666666666666,0.32,0.06531972647421809,77,0.3809523809523809,0.5217391304347827,0.4444444444444445,0.3809523809523809,0.36363636363636365,0.4183449400840705,0.058584943492171915,52,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,adam -0.035060977935791014,0.005288023501833578,0.009843683242797852,0.006250629182594678,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.75,0.5454545454545454,0.7142857142857143,0.5714285714285714,0.6495670995670995,0.07938855746132317,17,0.26666666666666666,0.4,0.4,0.3333333333333333,0.26666666666666666,0.33333333333333337,0.059628479399994404,55,0.3809523809523809,0.5217391304347827,0.4615384615384615,0.4545454545454545,0.36363636363636365,0.4364823582214886,0.05764185679360596,29,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,lbfgs -0.6313536643981934,0.05059192863163996,0.006448507308959961,0.004781145026941194,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6,0.75,0.5,0.8333333333333334,0.8,0.6966666666666667,0.1266666666666667,5,0.2,0.4,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.30666666666666664,0.06798692684790379,86,0.3,0.5217391304347827,0.4,0.47619047619047616,0.4,0.4195859213250518,0.07577250552857939,51,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,sgd -0.3320184230804443,0.04570338389346018,0.006573820114135742,0.004100636103610444,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.75,0.5,0.7142857142857143,0.5714285714285714,0.6404761904761905,0.09233675918888247,27,0.26666666666666666,0.4,0.4,0.3333333333333333,0.26666666666666666,0.33333333333333337,0.059628479399994404,55,0.3809523809523809,0.5217391304347827,0.4444444444444445,0.4545454545454545,0.36363636363636365,0.4330635548026852,0.05655097469112577,39,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,adam -0.0676084041595459,0.005321389658558208,0.008055925369262695,0.005651264304665153,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.75,0.5454545454545454,0.7142857142857143,0.5714285714285714,0.6495670995670995,0.07938855746132317,17,0.26666666666666666,0.4,0.4,0.3333333333333333,0.26666666666666666,0.33333333333333337,0.059628479399994404,55,0.3809523809523809,0.5217391304347827,0.4615384615384615,0.4545454545454545,0.36363636363636365,0.4364823582214886,0.05764185679360596,29,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,lbfgs -0.5806859970092774,0.07725571195306719,0.005480241775512695,0.0033012834138057587,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6,0.75,0.6,0.625,0.8,0.675,0.08366600265340758,10,0.2,0.4,0.4,0.3333333333333333,0.26666666666666666,0.31999999999999995,0.07774602526460402,80,0.3,0.5217391304347827,0.48,0.43478260869565216,0.4,0.42730434782608695,0.0757662308626372,45,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,sgd -0.2563770771026611,0.045031058127374644,0.00504155158996582,0.0021219414131756985,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.75,0.5,0.7142857142857143,0.5714285714285714,0.6404761904761905,0.09233675918888247,27,0.26666666666666666,0.4,0.4,0.3333333333333333,0.26666666666666666,0.33333333333333337,0.059628479399994404,55,0.3809523809523809,0.5217391304347827,0.4444444444444445,0.4545454545454545,0.36363636363636365,0.4330635548026852,0.05655097469112577,39,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,adam -0.07686815261840821,0.005433720884229732,0.009347915649414062,0.004579709068238908,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.75,0.5454545454545454,0.7142857142857143,0.5714285714285714,0.6495670995670995,0.07938855746132317,17,0.26666666666666666,0.4,0.4,0.3333333333333333,0.26666666666666666,0.33333333333333337,0.059628479399994404,55,0.3809523809523809,0.5217391304347827,0.4615384615384615,0.4545454545454545,0.36363636363636365,0.4364823582214886,0.05764185679360596,29,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,lbfgs -2.7834229946136473,1.0081390278652878,0.008170413970947265,0.005345031787832337,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.11450381679389313,0.23404255319148937,0.0,0.15789473684210525,0.21311475409836064,0.14391117218516966,0.08328692538814864,97,1.0,0.7333333333333333,0.0,0.2,0.8666666666666667,0.5599999999999999,0.3900997023554078,3,0.2054794520547945,0.3548387096774194,0.0,0.17647058823529413,0.3421052631578947,0.21577880262508056,0.12923446628755836,91,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,sgd -0.24851541519165038,0.041861408326496305,0.008143997192382813,0.005224841822286169,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.75,0.5454545454545454,0.7142857142857143,0.6666666666666666,0.6686147186147186,0.06911645525831023,11,0.26666666666666666,0.4,0.4,0.3333333333333333,0.26666666666666666,0.33333333333333337,0.059628479399994404,55,0.3809523809523809,0.5217391304347827,0.4615384615384615,0.4545454545454545,0.3809523809523809,0.43994556168469207,0.05353501439309925,20,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,adam -0.07704858779907227,0.004749007403811231,0.012725210189819336,0.007928854914731947,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.75,0.5454545454545454,0.7142857142857143,0.5714285714285714,0.6495670995670995,0.07938855746132317,17,0.26666666666666666,0.4,0.4,0.3333333333333333,0.26666666666666666,0.33333333333333337,0.059628479399994404,55,0.3809523809523809,0.5217391304347827,0.4615384615384615,0.4545454545454545,0.36363636363636365,0.4364823582214886,0.05764185679360596,29,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,lbfgs -0.8638000965118409,0.06401339896987353,0.005723381042480468,0.0040130040731007404,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6,0.75,0.45454545454545453,0.7142857142857143,0.6666666666666666,0.6370995670995672,0.104192902188923,29,0.2,0.4,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.30666666666666664,0.06798692684790379,86,0.3,0.5217391304347827,0.3846153846153846,0.4545454545454545,0.3809523809523809,0.40837047010960054,0.07489298608444514,61,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,sgd -0.2621171474456787,0.024249169808701374,0.00834360122680664,0.007938437530420828,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.75,0.5,0.7142857142857143,0.6666666666666666,0.6595238095238095,0.08571428571428572,13,0.26666666666666666,0.4,0.4,0.3333333333333333,0.26666666666666666,0.33333333333333337,0.059628479399994404,55,0.3809523809523809,0.5217391304347827,0.4444444444444445,0.4545454545454545,0.3809523809523809,0.43652675826588866,0.052584283523227165,26,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,adam -0.15181102752685546,0.04132456384990074,0.0058653831481933595,0.004453921745280731,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.3333333333333333,0.2222222222222222,0.4666666666666667,0.25,0.35444444444444445,0.1119082516623482,89,0.4,0.4666666666666667,0.13333333333333333,0.4666666666666667,0.2,0.33333333333333337,0.1398411797560202,55,0.4444444444444445,0.3888888888888889,0.16666666666666669,0.4666666666666667,0.22222222222222224,0.33777777777777784,0.12102443381502312,83,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,lbfgs -0.9543642997741699,0.12220035743073294,0.008352518081665039,0.005638689959808896,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,sgd -0.7875486850738526,0.15985048203515212,0.012488174438476562,0.00470051279907191,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.0,0.75,0.6,0.0,0.75,0.42000000000000004,0.34727510708370674,75,0.0,0.4,0.2,0.0,0.2,0.16,0.14966629547095767,100,0.0,0.5217391304347827,0.3,0.0,0.31578947368421056,0.22750572082379866,0.20156410735982377,89,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,adam -0.1263280391693115,0.018217295930266234,0.008436918258666992,0.006252216965074532,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.3333333333333333,0.5833333333333334,0.625,0.36363636363636365,0.4810606060606061,0.11588680712710875,57,0.5333333333333333,0.5333333333333333,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.42666666666666664,0.1083205120618128,22,0.5161290322580646,0.4102564102564102,0.5185185185185186,0.43478260869565216,0.30769230769230765,0.4374757754841906,0.07790527132679276,24,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,lbfgs -0.17520947456359864,0.08531651757563435,0.006097936630249023,0.003755539672519367,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.1,0.225,0.10067114093959731,0.06818181818181818,0.0,0.0987705918242831,0.07297984639893822,100,1.0,0.6,1.0,0.6,0.0,0.64,0.3666060555964672,2,0.18181818181818182,0.3272727272727273,0.18292682926829268,0.1224489795918367,0.0,0.1628933435902077,0.10578285285947266,97,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,sgd -0.787990665435791,0.14800674565684063,0.0034333229064941405,7.888356755610188e-05,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.0,0.75,0.0,0.5,0.0,0.25,0.31622776601683794,93,0.0,0.4,0.0,0.06666666666666667,0.0,0.09333333333333334,0.15549205052920803,103,0.0,0.5217391304347827,0.0,0.11764705882352941,0.0,0.12787723785166244,0.20213342666358625,99,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,adam -0.14897432327270507,0.031874395466341306,0.007526540756225586,0.0050698578647212274,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.391304347826087,0.3076923076923077,0.42105263157894735,0.6,0.4,0.42400985741946834,0.09608035330470444,72,0.6,0.5333333333333333,0.5333333333333333,0.6,0.4,0.5333333333333333,0.07302967433402213,4,0.47368421052631576,0.3902439024390244,0.47058823529411764,0.6,0.4000000000000001,0.4669032696518916,0.07500267439481718,6,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,lbfgs -0.9997434139251709,0.2033421187784424,0.007623624801635742,0.004931228444054033,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,sgd -0.849270248413086,0.03230339647577327,0.005762338638305664,0.004310279948177334,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.0,0.75,0.0,0.8,1.0,0.51,0.42473521163190603,52,0.0,0.4,0.0,0.26666666666666666,0.06666666666666667,0.14666666666666667,0.16,101,0.0,0.5217391304347827,0.0,0.4,0.125,0.2093478260869565,0.213871063395762,93,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,adam -0.12554569244384767,0.007684427535201502,0.005496788024902344,0.004044579738051068,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4166666666666667,0.3125,0.42105263157894735,0.6363636363636364,0.4166666666666667,0.4406499202551834,0.10607611169649075,67,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.4666666666666667,0.3333333333333333,0.39999999999999997,0.08432740427115679,41,0.3703703703703704,0.3225806451612903,0.47058823529411764,0.5384615384615385,0.3703703703703704,0.4144742319315375,0.07855745165502026,55,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,lbfgs -1.5965919494628906,0.15808952547388416,0.006364631652832031,0.004981832569638885,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,1.0,1.0,0.0,1.0,0.6,0.48989794855663565,34,0.0,0.2,0.06666666666666667,0.0,0.06666666666666667,0.06666666666666667,0.07302967433402216,104,0.0,0.33333333333333337,0.125,0.0,0.125,0.11666666666666667,0.12190615698606495,100,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,sgd -0.6752682209014893,0.08703589572506272,0.005677366256713867,0.0041476380336663,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.6,0.45454545454545453,0.7,0.5714285714285714,0.5985281385281385,0.08533107744249262,35,0.26666666666666666,0.4,0.3333333333333333,0.4666666666666667,0.26666666666666666,0.3466666666666667,0.07774602526460402,52,0.3809523809523809,0.48,0.3846153846153846,0.56,0.36363636363636365,0.43384082584082584,0.07509434700902197,38,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,adam -0.128409481048584,0.013833566926392236,0.006022357940673828,0.004088530263157019,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.25,0.3888888888888889,0.6666666666666666,0.3888888888888889,0.43888888888888883,0.13877773329774218,68,0.5333333333333333,0.3333333333333333,0.4666666666666667,0.26666666666666666,0.4666666666666667,0.4133333333333334,0.09797958971132713,30,0.5161290322580646,0.28571428571428575,0.42424242424242425,0.3809523809523809,0.42424242424242425,0.40625610948191593,0.07468558649622364,63,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,lbfgs -1.7160870552062988,0.981331064642782,0.00908212661743164,0.005865280965309417,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.09655172413793103,0.013333333333333334,0.0,0.0,0.021977011494252872,0.0376432412012895,104,0.0,0.9333333333333333,0.06666666666666667,0.0,0.0,0.2,0.36757463338907265,98,0.0,0.175,0.022222222222222223,0.0,0.0,0.03944444444444444,0.06832204062063647,104,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,sgd -0.7321021556854248,0.16249260387349193,0.00918436050415039,0.005900318862701528,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.5454545454545454,0.45454545454545453,0.7,0.5714285714285714,0.5742857142857142,0.07955178877510087,41,0.2,0.4,0.3333333333333333,0.4666666666666667,0.26666666666666666,0.3333333333333333,0.09428090415820635,72,0.3,0.4615384615384615,0.3846153846153846,0.56,0.36363636363636365,0.413958041958042,0.08941123868074723,57,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,adam -0.1221071720123291,0.006018473939965527,0.008163022994995116,0.005547368150076697,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.2,0.25,0.5,0.6666666666666666,0.5384615384615384,0.431025641025641,0.17774687436857362,70,0.13333333333333333,0.3333333333333333,0.5333333333333333,0.4,0.4666666666666667,0.37333333333333335,0.13727506854649335,47,0.16,0.28571428571428575,0.5161290322580646,0.5,0.5,0.39236866359447004,0.14412216356016772,66,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,lbfgs -1.830265712738037,0.15636852007558924,0.010696172714233398,0.005277303144901982,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.8,1.0,0.6666666666666666,1.0,0.6933333333333334,0.36902273341594793,6,0.0,0.26666666666666666,0.13333333333333333,0.13333333333333333,0.06666666666666667,0.12,0.08844332774281066,102,0.0,0.4,0.23529411764705882,0.2222222222222222,0.125,0.1965032679738562,0.13213884079003035,95,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,sgd -0.6968726634979248,0.13802566520726126,0.006517457962036133,0.005353067011748683,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.6,0.45454545454545453,0.6666666666666666,0.5714285714285714,0.5785281385281384,0.06944435411624342,40,0.2,0.4,0.3333333333333333,0.4,0.26666666666666666,0.32,0.07774602526460402,77,0.3,0.48,0.3846153846153846,0.5,0.36363636363636365,0.40565034965034963,0.07456456019351726,64,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,adam -0.789982271194458,0.2252019459622474,0.006963920593261719,0.005497808637821616,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.375,0.21739130434782608,0.3333333333333333,0.45454545454545453,0.5714285714285714,0.39033973273103706,0.1185847697365094,84,0.4,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.0421637021355784,72,0.38709677419354843,0.26315789473684204,0.3333333333333333,0.3846153846153846,0.36363636363636365,0.3463679501030944,0.04585567797537922,82,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,lbfgs -0.6096341609954834,0.06350037960673754,0.012391138076782226,0.006097935272070421,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,sgd -5.154570150375366,4.676427275889425,0.01114950180053711,0.005461812683290015,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.42857142857142855,0.5384615384615384,0.5833333333333334,0.5,0.5100732600732601,0.05102631156390144,51,0.4,0.4,0.4666666666666667,0.4666666666666667,0.3333333333333333,0.4133333333333334,0.0498887651569859,30,0.4444444444444445,0.4137931034482759,0.5,0.5185185185185186,0.4,0.4553512132822478,0.04667636129230761,12,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,adam -1.0606559753417968,0.34163488721512686,0.010414791107177735,0.0054713890079211075,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4666666666666667,0.16666666666666666,0.4375,0.5555555555555556,0.3333333333333333,0.39194444444444443,0.13312599619983143,82,0.4666666666666667,0.13333333333333333,0.4666666666666667,0.3333333333333333,0.4,0.36,0.12364824660660938,50,0.4666666666666667,0.14814814814814814,0.45161290322580644,0.4166666666666667,0.3636363636363636,0.3693461496687303,0.1161374105374777,78,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,lbfgs -1.7304200172424316,0.9307975514528473,0.00990762710571289,0.005607886999849593,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.1,0.0,0.10067114093959731,0.0,0.040134228187919466,0.04915464831911692,103,0.0,1.0,0.0,1.0,0.0,0.4,0.48989794855663565,40,0.0,0.18181818181818182,0.0,0.18292682926829268,0.0,0.0729490022172949,0.08934460418327012,103,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,sgd -3.5555341243743896,0.6245682879673502,0.00776362419128418,0.0035964579677754457,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5833333333333334,0.42857142857142855,0.5454545454545454,0.6363636363636364,0.45454545454545453,0.5296536796536796,0.07794492209634754,47,0.4666666666666667,0.4,0.4,0.4666666666666667,0.3333333333333333,0.4133333333333334,0.0498887651569859,30,0.5185185185185186,0.4137931034482759,0.4615384615384615,0.5384615384615385,0.3846153846153846,0.4633854013164358,0.05889585674140503,8,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,adam -0.9939036846160889,0.14893073482524508,0.004575252532958984,0.0002145268594241646,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3333333333333333,0.17647058823529413,0.4444444444444444,0.42857142857142855,0.4375,0.3640639589169001,0.10212808849408296,88,0.4,0.2,0.5333333333333333,0.2,0.4666666666666667,0.36,0.13727506854649335,50,0.3636363636363636,0.18750000000000003,0.4848484848484848,0.27272727272727276,0.45161290322580644,0.3520650048875855,0.11049999957951927,80,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,lbfgs -1.0416897773742675,0.01443966870348205,0.004878425598144531,0.000733355669464007,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,sgd -6.598597192764283,5.026831067839648,0.011393165588378907,0.0051292910090157545,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.42857142857142855,0.19047619047619047,0.5384615384615384,0.5833333333333334,0.5,0.4481684981684982,0.1384906068678927,65,0.4,0.26666666666666666,0.4666666666666667,0.4666666666666667,0.3333333333333333,0.38666666666666666,0.07774602526460402,44,0.4137931034482759,0.2222222222222222,0.5,0.5185185185185186,0.4,0.4109067688378033,0.10511616352755443,59,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,adam -0.21890077590942383,0.0835673120000742,0.010333585739135741,0.007755932357965707,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.45,0.4166666666666667,0.5,0.5,0.4166666666666667,0.45666666666666667,0.0374165738677394,64,0.6,0.6666666666666666,0.6666666666666666,0.3333333333333333,0.3333333333333333,0.52,0.154344492037203,5,0.5142857142857143,0.5128205128205129,0.5714285714285715,0.4,0.3703703703703704,0.47378103378103376,0.07594360793104188,5,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,lbfgs -0.6581787586212158,0.0900061727375348,0.0076848030090332035,0.005247699628574451,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.8333333333333334,0.6,0.6363636363636364,0.7,0.8,0.7139393939393939,0.09039450319311373,3,0.3333333333333333,0.4,0.4666666666666667,0.4666666666666667,0.26666666666666666,0.3866666666666667,0.07774602526460402,43,0.47619047619047616,0.48,0.5384615384615385,0.56,0.4,0.4909304029304029,0.05591939808302746,2,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,sgd -0.9452656745910645,0.21405492473265555,0.009573841094970703,0.004714756270126139,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.4166666666666667,0.5384615384615384,0.7272727272727273,0.7777777777777778,0.592035742035742,0.1377564747763738,39,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.5333333333333333,0.4666666666666667,0.42666666666666664,0.08,22,0.4,0.3703703703703704,0.5,0.6153846153846153,0.5833333333333334,0.4938176638176638,0.09682023382171505,1,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,adam -0.1433286190032959,0.05254905146550431,0.008882617950439453,0.00589603460024554,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3333333333333333,0.3,0.3333333333333333,0.5833333333333334,0.09090909090909091,0.32818181818181813,0.15636363636363637,91,0.3333333333333333,0.4,0.4,0.4666666666666667,0.06666666666666667,0.33333333333333337,0.13984117975602023,55,0.3333333333333333,0.34285714285714286,0.3636363636363636,0.5185185185185186,0.07692307692307691,0.32705368705368704,0.14202223713971668,84,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,lbfgs -0.23058643341064453,0.14647569205229755,0.011946582794189453,0.004961241554999684,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.056074766355140186,0.12121212121212122,0.10135135135135136,0.05572764778372256,0.05016173947091032,101,0.0,0.0,0.4,0.8,1.0,0.44000000000000006,0.40792156108742283,13,0.0,0.0,0.09836065573770492,0.2105263157894737,0.18404907975460125,0.09858721025635597,0.08862620590423735,101,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,sgd -0.961239242553711,0.27593208947988707,0.008520412445068359,0.005686726819526762,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5454545454545454,0.4166666666666667,0.6153846153846154,0.7777777777777778,0.5,0.5710567210567211,0.12185185710925918,42,0.4,0.3333333333333333,0.5333333333333333,0.4666666666666667,0.3333333333333333,0.4133333333333334,0.07774602526460402,30,0.4615384615384615,0.3703703703703704,0.5714285714285715,0.5833333333333334,0.4,0.47733414733414736,0.08690329302640222,4,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,adam -0.11435871124267578,0.026897228550971708,0.009975337982177734,0.005388793460201961,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.2857142857142857,0.28,0.5,0.6153846153846154,0.35714285714285715,0.40764835164835167,0.13068741738466483,80,0.4,0.4666666666666667,0.7333333333333333,0.5333333333333333,0.3333333333333333,0.49333333333333335,0.13727506854649332,6,0.3333333333333333,0.35000000000000003,0.5945945945945945,0.5714285714285715,0.3448275862068965,0.4388368171126792,0.11806926714302826,23,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,lbfgs -0.8057354927062989,0.028257658623995725,0.006145572662353516,0.004775642996312115,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.625,0.45454545454545453,0.6,0.5555555555555556,0.6,0.567020202020202,0.06052932852993217,43,0.3333333333333333,0.3333333333333333,0.4,0.3333333333333333,0.2,0.31999999999999995,0.06531972647421809,80,0.43478260869565216,0.3846153846153846,0.48,0.4166666666666667,0.3,0.40321293199554065,0.060121010264208526,65,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,sgd -0.8124265193939209,0.10608905746234552,0.007650423049926758,0.005124835153581088,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.4,0.5384615384615384,0.7272727272727273,0.6,0.5531468531468532,0.10863631299500733,46,0.3333333333333333,0.4,0.4666666666666667,0.5333333333333333,0.4,0.42666666666666664,0.06798692684790379,22,0.4,0.4000000000000001,0.5,0.6153846153846153,0.48,0.47907692307692307,0.07940369478533177,3,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,adam -0.092293119430542,0.009864436124043148,0.010016870498657227,0.00499963863702053,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.2727272727272727,0.3157894736842105,0.47368421052631576,0.8,0.5714285714285714,0.4867259056732741,0.18999998118868294,55,0.2,0.4,0.6,0.5333333333333333,0.5333333333333333,0.4533333333333333,0.14236104336041747,9,0.23076923076923075,0.35294117647058826,0.5294117647058824,0.64,0.5517241379310344,0.46096926197534716,0.14807764886877683,9,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,lbfgs -0.7327459335327149,0.01974223699909575,0.011952686309814452,0.007155168138543617,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.625,0.5,0.4444444444444444,0.625,0.6,0.558888888888889,0.07348049207816579,44,0.3333333333333333,0.4,0.26666666666666666,0.3333333333333333,0.2,0.30666666666666664,0.06798692684790379,86,0.43478260869565216,0.4444444444444445,0.33333333333333337,0.43478260869565216,0.3,0.3894685990338164,0.060472904329487605,68,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,sgd -4.607836389541626,0.4834362558942292,0.009265470504760741,0.007243571783403367,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.42857142857142855,0.2857142857142857,0.5,0.6363636363636364,0.46153846153846156,0.46243756243756245,0.1131724841542746,63,0.4,0.4,0.5333333333333333,0.4666666666666667,0.4,0.44000000000000006,0.05333333333333332,13,0.4137931034482759,0.3333333333333333,0.5161290322580646,0.5384615384615385,0.42857142857142855,0.4460576872145282,0.07416470546879518,17,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,adam -0.09805264472961425,0.011671895328750573,0.010759973526000976,0.005644860426001089,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.29411764705882354,0.1875,0.5555555555555556,0.6,0.5,0.42743464052287583,0.1592492110030441,71,0.3333333333333333,0.2,0.6666666666666666,0.6,0.4,0.43999999999999995,0.17178798302300166,18,0.3125,0.19354838709677422,0.606060606060606,0.6,0.4444444444444445,0.43131068752036494,0.16112914368132988,43,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,lbfgs -0.45127129554748535,0.15655774332082392,0.006017637252807617,0.004415584355065661,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.05333333333333334,0.2857142857142857,0.11267605633802817,0.1262135922330097,0.08333333333333333,0.13225412019039806,0.08073604517151314,98,0.26666666666666666,0.26666666666666666,0.5333333333333333,0.8666666666666667,0.4,0.4666666666666667,0.22310934040908684,8,0.08888888888888889,0.2758620689655172,0.18604651162790697,0.22033898305084748,0.13793103448275862,0.18181349740318384,0.06466516633586873,96,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,sgd -5.3476356029510494,0.6396569453862175,0.026132822036743164,0.03345760378329814,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.3333333333333333,0.3333333333333333,0.5555555555555556,0.6,0.5,0.4644444444444445,0.1116431705518264,62,0.26666666666666666,0.4,0.6666666666666666,0.4,0.4666666666666667,0.44000000000000006,0.13063945294843615,13,0.2962962962962963,0.3636363636363636,0.606060606060606,0.48,0.4827586206896552,0.4457503773365842,0.10707123773242898,18,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,adam -0.10313448905944825,0.017408193284409255,0.009524250030517578,0.004370576649289,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3076923076923077,0.26666666666666666,0.5333333333333333,0.875,0.42857142857142855,0.48225274725274725,0.217572985451879,56,0.26666666666666666,0.26666666666666666,0.5333333333333333,0.4666666666666667,0.4,0.3866666666666666,0.10666666666666666,45,0.28571428571428575,0.26666666666666666,0.5333333333333333,0.608695652173913,0.4137931034482759,0.42164060826729494,0.13417848214485706,49,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,lbfgs -1.674372148513794,0.0900184003461059,0.010819816589355468,0.008194761309879088,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.5454545454545454,0.5454545454545454,0.7,0.6666666666666666,0.6248484848484848,0.06595766235351656,31,0.26666666666666666,0.4,0.4,0.4666666666666667,0.26666666666666666,0.36000000000000004,0.08,48,0.3809523809523809,0.4615384615384615,0.4615384615384615,0.56,0.3809523809523809,0.44899633699633695,0.06617610276302886,14,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,sgd -5.123330974578858,0.35243478788930566,0.0062195777893066405,0.004526049687534391,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.3333333333333333,0.3076923076923077,0.4666666666666667,0.5,0.45454545454545453,0.4124475524475525,0.07695465905318259,78,0.3333333333333333,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.3466666666666666,0.06531972647421809,54,0.3333333333333333,0.28571428571428575,0.4666666666666667,0.4,0.3846153846153846,0.3740659340659341,0.06135783713569922,76,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,adam -0.3978428363800049,0.08149711721427334,0.009484624862670899,0.009511368114806285,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3125,0.3157894736842105,0.5,0.5833333333333334,0.4,0.4223245614035088,0.10570415662990573,74,0.3333333333333333,0.4,0.6666666666666666,0.4666666666666667,0.26666666666666666,0.42666666666666664,0.13727506854649332,22,0.3225806451612903,0.35294117647058826,0.5714285714285715,0.5185185185185186,0.32,0.4170937823157937,0.10637828419389074,53,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,lbfgs -1.3190628051757813,0.1904675100806128,0.012614059448242187,0.004360840431931211,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.45454545454545453,0.625,0.5714285714285714,0.5968614718614719,0.07929437359423164,37,0.26666666666666666,0.4,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.31999999999999995,0.04988876515698589,80,0.3809523809523809,0.5,0.3846153846153846,0.43478260869565216,0.36363636363636365,0.41279734757995623,0.04962415051921058,58,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,sgd -5.727930974960327,0.5977480788668262,0.011442804336547851,0.005675504630748437,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.35714285714285715,0.18181818181818182,0.5238095238095238,0.5555555555555556,0.36363636363636365,0.3963924963924964,0.1343306466651122,81,0.3333333333333333,0.26666666666666666,0.7333333333333333,0.3333333333333333,0.26666666666666666,0.3866666666666666,0.17587874611030557,45,0.3448275862068965,0.21621621621621623,0.611111111111111,0.4166666666666667,0.30769230769230765,0.3793027775786396,0.13269889857671238,73,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,adam -0.288557767868042,0.03385345864687206,0.010403871536254883,0.005057239196619217,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3333333333333333,0.26666666666666666,0.3333333333333333,0.5,0.5,0.38666666666666666,0.09568466729604883,86,0.2,0.26666666666666666,0.4,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.09428090415820634,72,0.25,0.26666666666666666,0.3636363636363636,0.4,0.4827586206896552,0.3526123301985371,0.08627992220645124,79,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,lbfgs -2.429495429992676,2.3590617184254525,0.008769464492797852,0.005940793621990829,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.11764705882352941,0.42857142857142855,0.0,0.14772727272727273,0.10714285714285714,0.16021772345301755,0.14315630914452684,95,0.13333333333333333,0.6,0.0,0.8666666666666667,0.6,0.44000000000000006,0.32276582498427214,13,0.125,0.5,0.0,0.25242718446601947,0.18181818181818182,0.21184907325684027,0.16613379276847975,92,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,sgd -5.9925071716308596,0.45150253629547327,0.011997175216674805,0.006058538429815795,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.35714285714285715,0.16666666666666666,0.5,0.6363636363636364,0.45454545454545453,0.4229437229437229,0.15651969986704034,73,0.3333333333333333,0.2,0.7333333333333333,0.4666666666666667,0.3333333333333333,0.4133333333333334,0.18086213288334047,30,0.3448275862068965,0.1818181818181818,0.5945945945945945,0.5384615384615385,0.3846153846153846,0.40886345713931915,0.14664913019563527,60,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,adam -0.3860624313354492,0.11732228904908702,0.015732383728027342,0.006238662943800031,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.23529411764705882,0.16666666666666666,0.45454545454545453,0.7,0.5384615384615384,0.4189935554641437,0.19591605377046778,76,0.26666666666666666,0.2,0.6666666666666666,0.4666666666666667,0.4666666666666667,0.4133333333333334,0.16546231527987806,30,0.25,0.1818181818181818,0.5405405405405405,0.56,0.5,0.4064717444717445,0.15826909485936508,62,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,lbfgs -1.6453007698059081,0.1412235407752427,0.013198614120483398,0.004405067162403711,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.6,0.5454545454545454,0.7,0.5714285714285714,0.6167099567099565,0.05803423872229875,32,0.26666666666666666,0.4,0.4,0.4666666666666667,0.26666666666666666,0.36000000000000004,0.08,48,0.3809523809523809,0.48,0.4615384615384615,0.56,0.36363636363636365,0.44922544122544117,0.07121290300260745,13,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,sgd -5.939770030975342,0.4068140564866394,0.007796001434326172,0.006180756482013357,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.2857142857142857,0.2,0.45454545454545453,0.6153846153846154,0.5,0.41112887112887114,0.149537757628453,79,0.26666666666666666,0.2,0.6666666666666666,0.5333333333333333,0.4666666666666667,0.42666666666666664,0.17178798302300166,22,0.2758620689655172,0.20000000000000004,0.5405405405405405,0.5714285714285715,0.4827586206896552,0.41411796032485687,0.14859477099734916,56,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,adam -0.4073511600494385,0.2420693982646127,0.011601686477661133,0.006025290198578165,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.2857142857142857,0.17647058823529413,0.45454545454545453,0.5454545454545454,0.45454545454545453,0.38334606569900687,0.13322709393489846,87,0.4,0.2,0.6666666666666666,0.4,0.3333333333333333,0.39999999999999997,0.15202339001321838,41,0.3333333333333333,0.18750000000000003,0.5405405405405405,0.4615384615384615,0.3846153846153846,0.381505544005544,0.11972116112556763,71,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,lbfgs -0.7412472724914551,0.07602091846956248,0.011193227767944337,0.006234094689115744,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5714285714285714,0.0,0.5,0.5714285714285714,0.75,0.47857142857142854,0.2531435020952764,58,0.26666666666666666,0.0,0.2,0.26666666666666666,0.2,0.18666666666666668,0.09797958971132711,99,0.36363636363636365,0.0,0.28571428571428575,0.36363636363636365,0.31578947368421056,0.26575529733424474,0.1361536370151503,88,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,sgd -1.1842386245727539,0.20258547398113277,0.0059929370880126955,0.004153797438439709,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.5,0.6153846153846154,0.8,0.5714285714285714,0.5973626373626374,0.11047011769047774,36,0.26666666666666666,0.4,0.5333333333333333,0.26666666666666666,0.26666666666666666,0.3466666666666667,0.10666666666666667,52,0.3478260869565218,0.4444444444444445,0.5714285714285715,0.4,0.36363636363636365,0.4254670932931803,0.08020552448784761,48,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,adam -0.23532485961914062,0.04433184212922872,0.011967134475708009,0.006765326946350845,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42857142857142855,0.18181818181818182,0.36363636363636365,0.6,0.3684210526315789,0.38848940533151055,0.1342212407438623,85,0.4,0.26666666666666666,0.5333333333333333,0.4,0.4666666666666667,0.4133333333333334,0.08844332774281066,30,0.4137931034482759,0.21621621621621623,0.43243243243243246,0.48,0.4117647058823529,0.39084129159585546,0.0907056670384395,67,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,lbfgs -0.2021115779876709,0.1425408591839347,0.006329631805419922,0.005429388078772615,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.13513513513513514,0.3225806451612903,0.0390625,0.06060606060606061,0.11147686818049722,0.11435321610907255,99,0.0,0.3333333333333333,0.6666666666666666,0.3333333333333333,0.26666666666666666,0.31999999999999995,0.21249836600678967,80,0.0,0.1923076923076923,0.4347826086956521,0.06993006993006992,0.09876543209876543,0.15915716060643595,0.15100197465031553,98,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,sgd -0.9552990436553955,0.2195501069050625,0.00910811424255371,0.006502122184128435,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.4444444444444444,0.5,0.5714285714285714,0.0,1.0,0.5031746031746032,0.31879086249227157,53,0.26666666666666666,0.3333333333333333,0.5333333333333333,0.0,0.13333333333333333,0.2533333333333333,0.18086213288334047,94,0.33333333333333337,0.4,0.5517241379310344,0.0,0.23529411764705882,0.3040703177822853,0.18361926179192764,86,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,adam -0.35716948509216306,0.2058006769159534,0.010579395294189452,0.006126685280794627,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.36363636363636365,0.17391304347826086,0.3684210526315789,0.46153846153846156,0.36363636363636365,0.34622905698420575,0.09390163002825411,90,0.5333333333333333,0.26666666666666666,0.4666666666666667,0.4,0.5333333333333333,0.43999999999999995,0.09977753031397177,18,0.43243243243243246,0.2105263157894737,0.4117647058823529,0.42857142857142855,0.43243243243243246,0.38314546302162406,0.08664682349239598,69,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,lbfgs -1.110190486907959,0.1341442332323379,0.010184288024902344,0.005519765618652468,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.8333333333333334,0.7142857142857143,1.0,0.5,0.6666666666666666,0.7428571428571428,0.1672777911452409,2,0.3333333333333333,0.3333333333333333,0.06666666666666667,0.2,0.13333333333333333,0.21333333333333332,0.10666666666666666,97,0.47619047619047616,0.4545454545454545,0.125,0.28571428571428575,0.2222222222222222,0.31273448773448775,0.13490367665878586,85,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,sgd -0.978957223892212,0.10744682421920103,0.014977121353149414,0.011206602782997024,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.625,0.5384615384615384,0.7142857142857143,1.0,0.7005494505494505,0.15971677852331898,4,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.2,0.3333333333333333,0.08432740427115679,72,0.43478260869565216,0.43478260869565216,0.5,0.4545454545454545,0.33333333333333337,0.43148880105401843,0.05455563734806263,42,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,adam -0.14824843406677246,0.013556699519578812,0.014497852325439453,0.005509569419104239,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3333333333333333,0.16666666666666666,0.4166666666666667,0.5384615384615384,0.5,0.3910256410256411,0.13261641580498207,83,0.4,0.2,0.6666666666666666,0.4666666666666667,0.5333333333333333,0.4533333333333333,0.154344492037203,9,0.3636363636363636,0.1818181818181818,0.5128205128205129,0.5,0.5161290322580646,0.4148808181066245,0.12964015299541778,54,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,lbfgs -0.9902183055877686,0.05227015071480046,0.010681247711181641,0.007359021798344357,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6,0.6666666666666666,0.5,0.6666666666666666,1.0,0.6866666666666666,0.16812693617224655,8,0.2,0.4,0.3333333333333333,0.13333333333333333,0.2,0.2533333333333333,0.09797958971132713,94,0.3,0.5,0.4,0.2222222222222222,0.33333333333333337,0.3511111111111112,0.09391354048495752,81,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,sgd -5.630342769622803,0.3090472408492988,0.015007638931274414,0.009075133713013175,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.38461538461538464,0.21052631578947367,0.5263157894736842,0.6666666666666666,0.5833333333333334,0.4742914979757085,0.1607599022978377,59,0.3333333333333333,0.26666666666666666,0.6666666666666666,0.4,0.4666666666666667,0.42666666666666664,0.13727506854649332,22,0.3571428571428571,0.23529411764705882,0.5882352941176471,0.5,0.5185185185185186,0.43983815748521626,0.12689250064510157,21,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,adam -0.18437786102294923,0.023577220220465444,0.006777477264404297,0.005708694050553393,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3888888888888889,0.18181818181818182,0.45454545454545453,0.6363636363636364,0.42857142857142855,0.41803751803751804,0.14543679316301103,77,0.4666666666666667,0.26666666666666666,0.6666666666666666,0.4666666666666667,0.4,0.4533333333333333,0.12927146286443542,9,0.42424242424242425,0.21621621621621623,0.5405405405405405,0.5384615384615385,0.4137931034482759,0.42665076458179907,0.11825933275844248,46,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,lbfgs -0.3569339752197266,0.1405849353525275,0.015979862213134764,0.010013007863575172,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.1111111111111111,0.0,0.049586776859504134,0.047619047619047616,0.04,0.04966338711793257,0.03560854124413664,102,0.6,0.0,0.4,0.06666666666666667,0.06666666666666667,0.22666666666666666,0.233238075793812,96,0.18750000000000003,0.0,0.08823529411764706,0.05555555555555555,0.05,0.07625816993464053,0.062372420944214677,102,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,sgd -5.432754230499268,0.6612185048486243,0.017159366607666017,0.01992752394093395,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.35294117647058826,0.23529411764705882,0.5,0.75,0.6,0.48764705882352943,0.180794096115751,54,0.4,0.26666666666666666,0.6666666666666666,0.4,0.4,0.42666666666666664,0.13063945294843615,22,0.37500000000000006,0.25,0.5714285714285715,0.5217391304347827,0.48,0.4396335403726709,0.11478596026404729,22,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,adam -0.1907486915588379,0.043650880734759055,0.010466337203979492,0.005801975306962867,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.375,0.2,0.44,0.8888888888888888,0.4444444444444444,0.4696666666666666,0.2275721565125072,60,0.4,0.26666666666666666,0.7333333333333333,0.5333333333333333,0.5333333333333333,0.4933333333333333,0.155492050529208,7,0.38709677419354843,0.2285714285714286,0.5499999999999999,0.6666666666666667,0.4848484848484848,0.4634366708560257,0.14848809297985416,7,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,lbfgs -1.4731345176696777,0.2538545649286437,0.009878253936767578,0.0056185857789984315,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.7142857142857143,0.8333333333333334,0.5555555555555556,0.6666666666666666,1.0,0.753968253968254,0.15191728398737014,1,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.2,0.26666666666666666,0.08432740427115677,92,0.4545454545454545,0.47619047619047616,0.4166666666666667,0.2222222222222222,0.33333333333333337,0.38059163059163065,0.09297734321012864,72,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,sgd -5.309503841400146,0.3949171146935005,0.009780168533325195,0.005507040816323353,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.35714285714285715,0.25,0.5,1.0,0.6666666666666666,0.5547619047619048,0.26294167032911475,45,0.3333333333333333,0.26666666666666666,0.6,0.4666666666666667,0.4,0.4133333333333333,0.11469767022723501,37,0.3448275862068965,0.2580645161290323,0.5454545454545454,0.6363636363636364,0.5,0.4569420568308221,0.1371149014755508,11,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,adam -0.4025780200958252,0.1361836413111684,0.010689210891723634,0.0056147263062371845,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4375,0.15,0.45,0.6666666666666666,0.46153846153846156,0.43314102564102563,0.16481062190097834,69,0.4666666666666667,0.2,0.6,0.5333333333333333,0.4,0.43999999999999995,0.13727506854649332,18,0.45161290322580644,0.17142857142857143,0.5142857142857143,0.5925925925925926,0.42857142857142855,0.4316982420208227,0.14202419142137115,41,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,lbfgs -2.3330244064331054,0.13984412686686257,0.012841081619262696,0.006229558668289907,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6,0.5555555555555556,0.5,0.8,1.0,0.6911111111111111,0.18464513846969768,7,0.2,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.2,0.26666666666666666,0.059628479399994376,92,0.3,0.4166666666666667,0.4,0.4,0.33333333333333337,0.37,0.04521553322083513,77,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,sgd -3.5434961795806883,0.501810325560535,0.006502532958984375,0.004748686229212137,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.3333333333333333,0.3,0.6,0.8,0.5555555555555556,0.5177777777777777,0.18400214706208404,49,0.26666666666666666,0.4,0.6,0.5333333333333333,0.3333333333333333,0.42666666666666664,0.12364824660660938,22,0.2962962962962963,0.34285714285714286,0.6,0.64,0.4166666666666667,0.4591640211640211,0.1374013355543596,10,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,adam -0.4299935340881348,0.10215614824394616,0.009332656860351562,0.006798038900578994,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4117647058823529,0.13043478260869565,0.5882352941176471,0.5833333333333334,0.5,0.44275362318840583,0.16894264725977673,66,0.4666666666666667,0.2,0.6666666666666666,0.4666666666666667,0.4,0.44000000000000006,0.14966629547095764,13,0.43749999999999994,0.15789473684210528,0.625,0.5185185185185186,0.4444444444444445,0.4366715399610137,0.1548832767647896,25,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,lbfgs -0.4968226432800293,0.23577037808096707,0.010904407501220703,0.005693415825855558,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.3333333333333333,0.10666666666666667,0.3333333333333333,0.5,0.18518518518518517,0.2917037037037037,0.13596933407190057,92,0.26666666666666666,0.5333333333333333,0.06666666666666667,0.13333333333333333,0.6666666666666666,0.3333333333333333,0.2309401076758503,72,0.2962962962962963,0.17777777777777778,0.1111111111111111,0.2105263157894737,0.28985507246376807,0.2171133146876854,0.0698404583065563,90,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,sgd -3.6447429180145265,0.22113109081945614,0.01160879135131836,0.00966853305386402,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.35714285714285715,0.2222222222222222,0.5,0.7777777777777778,0.75,0.5214285714285715,0.2167640341718525,48,0.3333333333333333,0.26666666666666666,0.6,0.4666666666666667,0.4,0.4133333333333333,0.11469767022723501,37,0.3448275862068965,0.2424242424242424,0.5454545454545454,0.5833333333333334,0.5217391304347827,0.4475557675707601,0.13126683606808473,15,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,adam -0.38246893882751465,0.14547480103823857,0.010497140884399413,0.007073183352354873,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4375,0.21052631578947367,0.43478260869565216,0.7,0.5454545454545454,0.4656526939879342,0.16007623217080466,61,0.4666666666666667,0.26666666666666666,0.6666666666666666,0.4666666666666667,0.4,0.4533333333333333,0.12927146286443542,9,0.45161290322580644,0.23529411764705882,0.5263157894736841,0.56,0.4615384615384615,0.44695225437700226,0.11323604498968036,16,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,lbfgs -2.2155216217041014,0.20434001683656647,0.006718587875366211,0.0031583879483242047,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.5,0.75,0.75,0.6666666666666666,0.09128709291752769,12,0.26666666666666666,0.4,0.3333333333333333,0.2,0.2,0.27999999999999997,0.077746025264604,89,0.3809523809523809,0.5,0.4,0.31578947368421056,0.31578947368421056,0.3825062656641604,0.06784612527047228,70,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,sgd -2.2044780254364014,0.3162230711598119,0.004305362701416016,0.001395421363139219,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.38461538461538464,0.2631578947368421,0.5555555555555556,0.7777777777777778,0.5714285714285714,0.5105070368228264,0.1756159204488777,50,0.3333333333333333,0.3333333333333333,0.6666666666666666,0.4666666666666667,0.26666666666666666,0.4133333333333333,0.14236104336041747,37,0.3571428571428571,0.29411764705882354,0.606060606060606,0.5833333333333334,0.36363636363636365,0.4408581614463968,0.12813684802202718,19,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,adam -0.0008860111236572265,3.863363965068559e-05,0.0032352447509765626,0.00034667161979153103,{},0.5625,0.6,0.5,0.45,0.4166666666666667,0.5058333333333334,0.06808899405271832,1,0.6,0.6,0.4666666666666667,0.6,0.3333333333333333,0.52,0.10666666666666666,1,0.5806451612903225,0.6,0.4827586206896552,0.5142857142857143,0.3703703703703704,0.5096119733272124,0.08166624707235921,1,GaussianNB,,,,,,,,,,, -0.008318424224853516,0.0009633503237221582,0.005518150329589844,0.001017274523041933,"{'gamma': 'scale', 'kernel': 'linear'}",0.5,0.5,0.5,0.8,0.6666666666666666,0.5933333333333333,0.12183777921664712,3,0.13333333333333333,0.2,0.2,0.26666666666666666,0.13333333333333333,0.18666666666666668,0.049888765156985884,3,0.2105263157894737,0.28571428571428575,0.28571428571428575,0.4,0.2222222222222222,0.28083542188805355,0.06727061896030985,3,SVC,scale,linear,,,,,,,,, -0.00581974983215332,0.00025950332446688024,0.005845975875854492,0.0009517531403509915,"{'gamma': 'scale', 'kernel': 'poly'}",0.75,0.4,0.3333333333333333,0.8333333333333334,0.4,0.5433333333333332,0.20591260281974003,5,0.2,0.13333333333333333,0.06666666666666667,0.3333333333333333,0.13333333333333333,0.17333333333333334,0.09043106644167025,5,0.31578947368421056,0.2,0.1111111111111111,0.47619047619047616,0.2,0.2606182121971595,0.12587039181029858,5,SVC,scale,poly,,,,,,,,, -0.006553936004638672,0.00029443836971876526,0.007513189315795898,0.0006567235082997559,"{'gamma': 'scale', 'kernel': 'rbf'}",0.5,0.3333333333333333,0.5,1.0,1.0,0.6666666666666666,0.27888667551135854,2,0.2,0.06666666666666667,0.13333333333333333,0.3333333333333333,0.06666666666666667,0.16,0.09977753031397177,7,0.28571428571428575,0.1111111111111111,0.2105263157894737,0.5,0.125,0.24647034252297412,0.1415531794037128,8,SVC,scale,rbf,,,,,,,,, -0.0046141624450683595,0.00032130494297478497,0.0045950889587402345,6.670394544247733e-05,"{'gamma': 'scale', 'kernel': 'sigmoid'}",0.4444444444444444,0.14285714285714285,0.5,0.5833333333333334,0.6666666666666666,0.4674603174603174,0.17892205436142036,8,0.26666666666666666,0.06666666666666667,0.26666666666666666,0.4666666666666667,0.4,0.29333333333333333,0.13727506854649335,1,0.33333333333333337,0.09090909090909091,0.3478260869565218,0.5185185185185186,0.5,0.35811740594349295,0.15360965629586643,2,SVC,scale,sigmoid,,,,,,,,, -0.008072185516357421,0.0011282170854956272,0.0054470539093017575,0.0004077840062633888,"{'gamma': 'auto', 'kernel': 'linear'}",0.5,0.5,0.5,0.8,0.6666666666666666,0.5933333333333333,0.12183777921664712,3,0.13333333333333333,0.2,0.2,0.26666666666666666,0.13333333333333333,0.18666666666666668,0.049888765156985884,3,0.2105263157894737,0.28571428571428575,0.28571428571428575,0.4,0.2222222222222222,0.28083542188805355,0.06727061896030985,3,SVC,auto,linear,,,,,,,,, -0.005944728851318359,0.0003889774092413422,0.0057948589324951175,0.0005196884667032306,"{'gamma': 'auto', 'kernel': 'poly'}",0.5,0.4,0.3333333333333333,0.8333333333333334,0.4,0.49333333333333335,0.17813852287849852,7,0.2,0.13333333333333333,0.06666666666666667,0.3333333333333333,0.13333333333333333,0.17333333333333334,0.09043106644167025,5,0.28571428571428575,0.2,0.1111111111111111,0.47619047619047616,0.2,0.2546031746031746,0.12379161449630549,6,SVC,auto,poly,,,,,,,,, -0.006068706512451172,7.06448371390729e-05,0.0072461128234863285,0.00039379990415735035,"{'gamma': 'auto', 'kernel': 'rbf'}",0.5,0.5,0.5,1.0,1.0,0.7,0.2449489742783178,1,0.2,0.06666666666666667,0.13333333333333333,0.3333333333333333,0.06666666666666667,0.16,0.09977753031397177,7,0.28571428571428575,0.11764705882352941,0.2105263157894737,0.5,0.125,0.24777753206545777,0.14032197701621504,7,SVC,auto,rbf,,,,,,,,, -0.004389524459838867,0.00034125263580350035,0.004695510864257813,0.00038440346917280023,"{'gamma': 'auto', 'kernel': 'sigmoid'}",0.5714285714285714,0.25,0.5,0.6363636363636364,0.625,0.5165584415584416,0.14174002413180192,6,0.26666666666666666,0.13333333333333333,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.29333333333333333,0.1083205120618128,1,0.36363636363636365,0.1739130434782609,0.3478260869565218,0.5384615384615385,0.43478260869565216,0.37172392824566736,0.11961896964332044,1,SVC,auto,sigmoid,,,,,,,,, -0.001975822448730469,0.00015730122846515285,0.0033874034881591795,0.0001738818849109161,"{'criterion': 'gini', 'splitter': 'best'}",0.3684210526315789,0.0,0.4666666666666667,0.42857142857142855,0.3,0.31273182957393486,0.16624038801951252,4,0.4666666666666667,0.0,0.4666666666666667,0.4,0.2,0.3066666666666667,0.1818424226264781,4,0.4117647058823529,0.0,0.4666666666666667,0.4137931034482759,0.24,0.30644489519945906,0.17123686184958928,4,DecisionTreeClassifier,,,gini,best,,,,,,, -0.0011051654815673827,8.634750746826559e-05,0.0035637378692626952,0.0001959115857750554,"{'criterion': 'gini', 'splitter': 'random'}",0.42105263157894735,0.4666666666666667,0.5,0.4090909090909091,0.26666666666666666,0.412695374800638,0.07992773916491937,2,0.5333333333333333,0.4666666666666667,0.6,0.6,0.26666666666666666,0.49333333333333335,0.12364824660660936,1,0.47058823529411764,0.4666666666666667,0.5454545454545454,0.4864864864864865,0.26666666666666666,0.44717252011369657,0.09456809721353182,1,DecisionTreeClassifier,,,gini,random,,,,,,, -0.002323293685913086,0.00016882477330449946,0.004131126403808594,0.0006112456553043936,"{'criterion': 'entropy', 'splitter': 'best'}",0.5,0.5714285714285714,0.45,0.4444444444444444,0.4444444444444444,0.482063492063492,0.04932806247506039,1,0.5333333333333333,0.26666666666666666,0.6,0.26666666666666666,0.26666666666666666,0.3866666666666666,0.1484737163421339,2,0.5161290322580646,0.36363636363636365,0.5142857142857143,0.33333333333333337,0.33333333333333337,0.41214355536936187,0.08487761763435919,2,DecisionTreeClassifier,,,entropy,best,,,,,,, -0.0011240482330322266,4.525172069761249e-05,0.003928136825561523,0.00023490642988749144,"{'criterion': 'entropy', 'splitter': 'random'}",0.5333333333333333,0.38461538461538464,0.3333333333333333,0.46153846153846156,0.2,0.38256410256410256,0.11377683267194584,3,0.5333333333333333,0.3333333333333333,0.26666666666666666,0.4,0.13333333333333333,0.3333333333333333,0.13333333333333336,3,0.5333333333333333,0.3571428571428571,0.2962962962962963,0.42857142857142855,0.16,0.35506878306878303,0.12545216290645034,3,DecisionTreeClassifier,,,entropy,random,,,,,,, -0.4531277656555176,0.014741161098750908,0.037851476669311525,0.00747431761167694,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'sqrt'}",0.6153846153846154,0.6666666666666666,0.6,0.7777777777777778,0.5,0.6319658119658119,0.09074910846219228,6,0.5333333333333333,0.13333333333333333,0.4,0.4666666666666667,0.26666666666666666,0.36,0.14360439485692011,3,0.5714285714285715,0.2222222222222222,0.48,0.5833333333333334,0.3478260869565218,0.4409620427881298,0.13808437778412333,5,RandomForestClassifier,,,gini,,balanced,sqrt,,,,, -0.49364242553710935,0.021808650555639852,0.0379671573638916,0.012053583216121311,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'log2'}",0.5833333333333334,0.75,0.5555555555555556,0.75,0.5,0.6277777777777779,0.10333930687632374,7,0.4666666666666667,0.2,0.3333333333333333,0.4,0.26666666666666666,0.3333333333333333,0.09428090415820635,8,0.5185185185185186,0.31578947368421056,0.4166666666666667,0.5217391304347827,0.3478260869565218,0.42410797525214006,0.08491453406747393,7,RandomForestClassifier,,,gini,,balanced,log2,,,,, -0.47144203186035155,0.12086149472749379,0.043817329406738284,0.002373735031725407,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.6666666666666666,0.7142857142857143,0.6,0.7777777777777778,0.5714285714285714,0.666031746031746,0.07500130174397311,4,0.5333333333333333,0.3333333333333333,0.4,0.4666666666666667,0.26666666666666666,0.4,0.09428090415820634,2,0.5925925925925926,0.4545454545454545,0.48,0.5833333333333334,0.36363636363636365,0.4948215488215489,0.08537553266506472,2,RandomForestClassifier,,,entropy,,balanced,sqrt,,,,, -0.5260677814483643,0.012328404536740315,0.03277764320373535,0.005290804516877358,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'log2'}",0.6666666666666666,0.5,0.6,0.875,0.5714285714285714,0.6426190476190475,0.12790922943656838,5,0.5333333333333333,0.13333333333333333,0.4,0.4666666666666667,0.26666666666666666,0.36,0.14360439485692011,3,0.5925925925925926,0.2105263157894737,0.48,0.608695652173913,0.36363636363636365,0.4510901848384686,0.14914244069451446,4,RandomForestClassifier,,,entropy,,balanced,log2,,,,, -0.6154293060302735,0.02284311100473082,0.04395017623901367,0.007858364460911984,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'sqrt'}",0.7272727272727273,0.6,0.5,0.7777777777777778,0.42857142857142855,0.6067243867243867,0.13188248829695945,8,0.5333333333333333,0.2,0.26666666666666666,0.4666666666666667,0.2,0.33333333333333337,0.1398411797560202,7,0.6153846153846153,0.3,0.3478260869565218,0.5833333333333334,0.27272727272727276,0.4238542616803486,0.14565505755971778,8,RandomForestClassifier,,,gini,,balanced_subsample,sqrt,,,,, -0.5245660305023193,0.004772845071454522,0.04497570991516113,0.012568024667197813,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'log2'}",0.6666666666666666,1.0,0.6,0.8888888888888888,0.42857142857142855,0.7168253968253968,0.2044740193535036,1,0.5333333333333333,0.06666666666666667,0.4,0.5333333333333333,0.2,0.3466666666666666,0.18571184369578825,6,0.5925925925925926,0.125,0.48,0.6666666666666667,0.27272727272727276,0.4273973063973064,0.2013322144868754,6,RandomForestClassifier,,,gini,,balanced_subsample,log2,,,,, -0.5326794624328614,0.04457635436744392,0.02574753761291504,0.009450245562088897,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.6666666666666666,0.8333333333333334,0.5555555555555556,0.9,0.5714285714285714,0.7053968253968254,0.13866367227419873,2,0.5333333333333333,0.3333333333333333,0.3333333333333333,0.6,0.26666666666666666,0.4133333333333333,0.12927146286443544,1,0.5925925925925926,0.47619047619047616,0.4166666666666667,0.7200000000000001,0.36363636363636365,0.5138172198172198,0.12816020410129328,1,RandomForestClassifier,,,entropy,,balanced_subsample,sqrt,,,,, -0.3666214466094971,0.05331053731405251,0.014282798767089844,0.00041396116346390156,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'log2'}",0.6363636363636364,0.5714285714285714,0.5555555555555556,1.0,0.5714285714285714,0.6669552669552669,0.1688284554733184,3,0.4666666666666667,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.26666666666666666,0.36,0.09043106644167025,3,0.5384615384615385,0.36363636363636365,0.4166666666666667,0.6363636363636364,0.36363636363636365,0.46375291375291383,0.10736815360729313,3,RandomForestClassifier,,,entropy,,balanced_subsample,log2,,,,, -0.010638284683227538,0.0008176962366202065,0.003522777557373047,0.0004337151685109785,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.625,0.625,0.7777777777777778,0.5,0.6388888888888888,0.08914892519934006,14,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.13333333333333333,0.30666666666666664,0.10832051206181281,64,0.3809523809523809,0.43478260869565216,0.43478260869565216,0.5833333333333334,0.2105263157894737,0.4088754494932985,0.11991663072953129,34,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,lbfgs -0.40987396240234375,0.07315449131387422,0.009318971633911132,0.007005498575058429,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.6666666666666666,0.5,0.7777777777777778,0.75,0.6388888888888888,0.11915339216404008,14,0.2,0.4,0.2,0.4666666666666667,0.2,0.29333333333333333,0.11623730516108463,75,0.28571428571428575,0.5,0.28571428571428575,0.5833333333333334,0.31578947368421056,0.39411027568922313,0.12381561175457675,56,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,sgd -0.4912841320037842,0.11520238825008468,0.0036767959594726563,0.00037453561835230047,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5714285714285714,0.6666666666666666,0.5555555555555556,0.7777777777777778,0.4,0.5942857142857143,0.12544142265018718,36,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.13333333333333333,0.29333333333333333,0.10832051206181281,75,0.36363636363636365,0.3809523809523809,0.4166666666666667,0.5833333333333334,0.2,0.38891774891774894,0.12244176843267875,62,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,adam -0.014173412322998047,0.005483656198176759,0.0031373977661132814,0.00023881875785992986,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.625,0.625,0.7777777777777778,0.5,0.6388888888888888,0.08914892519934006,14,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.13333333333333333,0.30666666666666664,0.10832051206181281,64,0.3809523809523809,0.43478260869565216,0.43478260869565216,0.5833333333333334,0.2105263157894737,0.4088754494932985,0.11991663072953129,34,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,lbfgs -0.5208792686462402,0.42352244391916516,0.00830392837524414,0.00597580773489909,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.02197802197802198,0.044444444444444446,0.5714285714285714,0.012048192771084338,0.26666666666666666,0.18331317945775777,0.21551177025050836,96,0.13333333333333333,0.13333333333333333,0.5333333333333333,0.06666666666666667,0.5333333333333333,0.27999999999999997,0.2082733246908441,88,0.03773584905660377,0.06666666666666667,0.5517241379310344,0.020408163265306124,0.3555555555555555,0.2064180744950333,0.21168944326409278,90,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,sgd -0.49628334045410155,0.11695421443269106,0.008641195297241212,0.006009028581043108,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5714285714285714,0.7142857142857143,0.625,0.7777777777777778,0.6,0.6576984126984127,0.07676191132642719,6,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.2,0.31999999999999995,0.08844332774281066,59,0.36363636363636365,0.4545454545454545,0.43478260869565216,0.5833333333333334,0.3,0.4272595520421607,0.09529223027324595,26,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,adam -0.026667118072509766,0.004597348667457534,0.006272745132446289,0.004405497997299184,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.625,0.625,0.7777777777777778,0.5,0.6388888888888888,0.08914892519934006,14,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.13333333333333333,0.30666666666666664,0.10832051206181281,64,0.3809523809523809,0.43478260869565216,0.43478260869565216,0.5833333333333334,0.2105263157894737,0.4088754494932985,0.11991663072953129,34,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,lbfgs -0.5619402885437011,0.05752055837147455,0.012039470672607421,0.007100297791066238,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5714285714285714,0.75,0.42857142857142855,0.7142857142857143,0.5,0.5928571428571429,0.12289036095775183,37,0.26666666666666666,0.4,0.2,0.3333333333333333,0.2,0.27999999999999997,0.077746025264604,88,0.36363636363636365,0.5217391304347827,0.27272727272727276,0.4545454545454545,0.28571428571428575,0.3796725014116319,0.09624081477534095,71,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,sgd -0.5356306076049805,0.08006242094735481,0.00565485954284668,0.003944103110234504,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5714285714285714,0.75,0.5714285714285714,0.75,0.4,0.6085714285714285,0.13135090873111535,31,0.26666666666666666,0.4,0.26666666666666666,0.4,0.13333333333333333,0.29333333333333333,0.09977753031397178,75,0.36363636363636365,0.5217391304347827,0.36363636363636365,0.5217391304347827,0.2,0.39415019762845854,0.12009526128726075,55,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,adam -0.046955013275146486,0.009532861194405669,0.009003162384033203,0.006440514989911768,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.625,0.625,0.7777777777777778,0.5,0.6388888888888888,0.08914892519934006,14,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.13333333333333333,0.30666666666666664,0.10832051206181281,64,0.3809523809523809,0.43478260869565216,0.43478260869565216,0.5833333333333334,0.2105263157894737,0.4088754494932985,0.11991663072953129,34,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,lbfgs -0.4999582767486572,0.06682031243270713,0.006032085418701172,0.00485222388920659,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.4,0.8571428571428571,0.5714285714285714,0.75,0.5,0.6157142857142857,0.1662552745825846,28,0.13333333333333333,0.4,0.26666666666666666,0.4,0.2,0.28,0.10666666666666667,87,0.2,0.5454545454545455,0.36363636363636365,0.5217391304347827,0.28571428571428575,0.38330886504799555,0.13339266042916906,66,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,sgd -0.3452414035797119,0.03367848002143255,0.008299541473388673,0.005357835028896186,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5714285714285714,0.6666666666666666,0.625,0.875,0.5,0.6476190476190476,0.12662772405309278,9,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.13333333333333333,0.29333333333333333,0.10832051206181281,75,0.36363636363636365,0.3809523809523809,0.43478260869565216,0.608695652173913,0.2105263157894737,0.39971866424955665,0.12833449435302074,50,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,adam -0.03671879768371582,0.0014906041177855283,0.0034578323364257814,5.537625523224964e-05,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.625,0.625,0.7777777777777778,0.5,0.6388888888888888,0.08914892519934006,14,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.13333333333333333,0.30666666666666664,0.10832051206181281,64,0.3809523809523809,0.43478260869565216,0.43478260869565216,0.5833333333333334,0.2105263157894737,0.4088754494932985,0.11991663072953129,34,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,lbfgs -0.8180687904357911,0.32483350113083614,0.00972752571105957,0.005837715644050917,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.05084745762711865,0.11811023622047244,0.20454545454545456,0.07608695652173914,0.03225806451612903,0.09636963388618276,0.06126762738132966,100,0.4,1.0,0.6,0.4666666666666667,0.06666666666666667,0.5066666666666667,0.3028751117760146,5,0.09022556390977444,0.2112676056338028,0.30508474576271183,0.1308411214953271,0.043478260869565216,0.1561794595342363,0.09262936468587217,98,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,sgd -0.4626680850982666,0.08402467426386076,0.009364128112792969,0.005806035382612115,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5714285714285714,0.6666666666666666,0.7142857142857143,0.7777777777777778,0.5,0.6460317460317461,0.09933008156928265,11,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.13333333333333333,0.29333333333333333,0.10832051206181281,75,0.36363636363636365,0.3809523809523809,0.4545454545454545,0.5833333333333334,0.2105263157894737,0.3985987696514012,0.12178826161786895,52,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,adam -0.035740995407104494,0.006239032691060158,0.00784893035888672,0.005180098163384478,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.625,0.625,0.7777777777777778,0.5,0.6388888888888888,0.08914892519934006,14,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.13333333333333333,0.30666666666666664,0.10832051206181281,64,0.3809523809523809,0.43478260869565216,0.43478260869565216,0.5833333333333334,0.2105263157894737,0.4088754494932985,0.11991663072953129,34,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,lbfgs -0.7884424686431885,0.05839439254070427,0.009541177749633789,0.005391011686583435,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5714285714285714,0.7142857142857143,0.6666666666666666,0.8571428571428571,0.6,0.6819047619047619,0.10089845819542115,3,0.26666666666666666,0.3333333333333333,0.26666666666666666,0.4,0.2,0.29333333333333333,0.06798692684790379,75,0.36363636363636365,0.4545454545454545,0.3809523809523809,0.5454545454545455,0.3,0.4089177489177489,0.08416617612453192,33,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,sgd -0.471875524520874,0.0698255581935448,0.00891423225402832,0.005267455983845257,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5714285714285714,0.6666666666666666,0.625,0.875,0.5,0.6476190476190476,0.12662772405309278,9,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.13333333333333333,0.29333333333333333,0.10832051206181281,75,0.36363636363636365,0.3809523809523809,0.43478260869565216,0.608695652173913,0.2105263157894737,0.39971866424955665,0.12833449435302074,50,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,adam -0.10410604476928711,0.010871979818242462,0.0154876708984375,0.006225745397969935,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.625,0.7142857142857143,0.7777777777777778,0.5,0.6567460317460317,0.0934184634975732,7,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.13333333333333333,0.30666666666666664,0.10832051206181281,64,0.3809523809523809,0.43478260869565216,0.4545454545454545,0.5833333333333334,0.2105263157894737,0.41282801866325897,0.12102598570218306,31,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,lbfgs -0.7319851875305176,0.13419029090087042,0.01594119071960449,0.0018818962321786306,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5714285714285714,0.8333333333333334,0.5714285714285714,0.75,0.5,0.6452380952380953,0.12517561360090398,13,0.26666666666666666,0.3333333333333333,0.26666666666666666,0.4,0.2,0.29333333333333333,0.06798692684790379,75,0.36363636363636365,0.47619047619047616,0.36363636363636365,0.5217391304347827,0.28571428571428575,0.4021833239224543,0.08521434458278279,46,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,sgd -0.32764477729797364,0.10664682748072055,0.007315778732299804,0.003827733030760257,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.6666666666666666,0.7142857142857143,0.7777777777777778,0.5,0.665079365079365,0.09206349206349207,5,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.13333333333333333,0.29333333333333333,0.10832051206181281,75,0.3809523809523809,0.3809523809523809,0.4545454545454545,0.5833333333333334,0.2105263157894737,0.4020619731146047,0.12098839584698302,47,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,adam -0.08656349182128906,0.0019363505725894167,0.011428642272949218,0.0055882102736474325,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.625,0.625,0.7777777777777778,0.5,0.6388888888888888,0.08914892519934006,14,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.13333333333333333,0.30666666666666664,0.10832051206181281,64,0.3809523809523809,0.43478260869565216,0.43478260869565216,0.5833333333333334,0.2105263157894737,0.4088754494932985,0.11991663072953129,34,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,lbfgs -1.7530080318450927,0.6169449037703035,0.007519721984863281,0.006787300022763617,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.42424242424242425,0.1308411214953271,0.42857142857142855,0.14583333333333334,0.2549019607843137,0.27687805368536533,0.12939056429957915,94,0.9333333333333333,0.9333333333333333,0.6,0.9333333333333333,0.8666666666666667,0.8533333333333335,0.12927146286443544,1,0.5833333333333333,0.22950819672131145,0.5,0.2522522522522523,0.3939393939393939,0.39180663524925824,0.13726546388439487,58,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,sgd -0.3587451934814453,0.10514367522989279,0.011408424377441407,0.006075930989030947,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5714285714285714,0.625,0.7142857142857143,0.7777777777777778,0.4,0.6176984126984126,0.1300317809089735,27,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.13333333333333333,0.30666666666666664,0.10832051206181281,64,0.36363636363636365,0.43478260869565216,0.4545454545454545,0.5833333333333334,0.2,0.4072595520421608,0.12558260720392678,43,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,adam -0.09696073532104492,0.020395493945162352,0.011742067337036134,0.00548035608118531,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.625,0.625,0.7777777777777778,0.5,0.6388888888888888,0.08914892519934006,14,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.13333333333333333,0.30666666666666664,0.10832051206181281,64,0.3809523809523809,0.43478260869565216,0.43478260869565216,0.5833333333333334,0.2105263157894737,0.4088754494932985,0.11991663072953129,34,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,lbfgs -0.8329758167266845,0.05377099271698078,0.007936191558837891,0.005304782190981241,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.7142857142857143,0.5,0.7142857142857143,0.6,0.6057142857142858,0.09587406706035725,32,0.2,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.2,0.26666666666666666,0.059628479399994376,91,0.28571428571428575,0.4545454545454545,0.3478260869565218,0.4545454545454545,0.3,0.36852625635234326,0.07318575301137888,77,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,sgd -0.27124176025390623,0.0759283649967399,0.010731744766235351,0.005405087575247242,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.5714285714285714,0.7142857142857143,0.7777777777777778,0.5,0.6460317460317461,0.09933008156928265,11,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.13333333333333333,0.29333333333333333,0.10832051206181281,75,0.3809523809523809,0.36363636363636365,0.4545454545454545,0.5833333333333334,0.2105263157894737,0.3985987696514012,0.12178826161786895,52,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,adam -0.20506501197814941,0.05872953530064765,0.0090423583984375,0.0056088142335975815,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42857142857142855,0.4166666666666667,0.3076923076923077,0.5384615384615384,0.23529411764705882,0.3853372118078,0.10472769728635498,77,0.6,0.3333333333333333,0.26666666666666666,0.4666666666666667,0.26666666666666666,0.3866666666666666,0.12927146286443544,40,0.5,0.3703703703703704,0.28571428571428575,0.5,0.25,0.38121693121693123,0.10457066613275204,70,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,lbfgs -0.9077075004577637,0.10510012679722266,0.007131624221801758,0.004553828572353188,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,sgd -0.9455482006072998,0.2230843322611912,0.008137083053588868,0.008125807573676628,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.0,0.0,0.8571428571428571,0.0,0.2914285714285714,0.3660712543553592,92,0.2,0.0,0.0,0.4,0.0,0.12000000000000002,0.16,100,0.3,0.0,0.0,0.5454545454545455,0.0,0.1690909090909091,0.22116147199323596,94,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,adam -0.1515754222869873,0.037544135279084796,0.00656280517578125,0.003935614176531279,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.36666666666666664,0.3333333333333333,0.38461538461538464,0.42857142857142855,0.6153846153846154,0.4257142857142857,0.09969250580871108,67,0.7333333333333333,0.2,0.3333333333333333,0.6,0.5333333333333333,0.48,0.19043809142780932,7,0.4888888888888889,0.25,0.3571428571428571,0.5,0.5714285714285715,0.43349206349206354,0.11490616413320702,20,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,lbfgs -0.09087066650390625,0.03350325650351586,0.010503005981445313,0.005723595130128974,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.08333333333333333,0.0,0.4,0.0,0.0,0.09666666666666666,0.15506271132817342,99,0.7333333333333333,0.0,0.26666666666666666,0.0,0.0,0.2,0.2859681411936962,97,0.1496598639455782,0.0,0.32,0.0,0.0,0.09393197278911565,0.12702912840442004,101,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,sgd -1.0095246315002442,0.183535415691703,0.007496023178100586,0.0038273871994949525,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.6666666666666666,0.0,0.7777777777777778,0.0,0.4222222222222222,0.34712220781807357,68,0.13333333333333333,0.13333333333333333,0.0,0.4666666666666667,0.0,0.14666666666666667,0.17074997966487596,99,0.2222222222222222,0.2222222222222222,0.0,0.5833333333333334,0.0,0.20555555555555555,0.21343747458109497,91,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,adam -0.16499290466308594,0.041410590480097736,0.008536148071289062,0.005348865344025731,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.2608695652173913,0.3333333333333333,0.5625,0.5882352941176471,0.38461538461538464,0.4259107154567513,0.12846817410699676,66,0.4,0.26666666666666666,0.6,0.6666666666666666,0.3333333333333333,0.4533333333333333,0.154344492037203,10,0.31578947368421056,0.2962962962962963,0.5806451612903225,0.625,0.3571428571428571,0.4349747576827373,0.1391575449056939,19,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,lbfgs -1.3250528812408446,0.12901682782107396,0.005091238021850586,0.0015779436160446966,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,sgd -1.1427525997161865,0.13211058053342192,0.0048601627349853516,0.0017367627341003432,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.0,0.6666666666666666,0.6,0.0,0.6,0.37333333333333335,0.30579586509812573,82,0.0,0.13333333333333333,0.2,0.0,0.2,0.10666666666666669,0.09043106644167023,101,0.0,0.2222222222222222,0.3,0.0,0.3,0.16444444444444445,0.13723909028128453,96,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,adam -0.21437106132507325,0.030005633745469575,0.010303926467895509,0.007383559153284189,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.24,0.3333333333333333,0.5,0.45454545454545453,0.5,0.4055757575757576,0.10282432172720286,72,0.4,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.36,0.0679869268479038,46,0.3,0.2962962962962963,0.4827586206896552,0.3846153846153846,0.4,0.37273406032026724,0.0694593068173851,73,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,lbfgs -1.7410525798797607,0.24546935667001413,0.005892181396484375,0.00420022519687254,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.6666666666666666,0.0,1.0,0.5,0.5333333333333333,0.32317865716108857,47,0.06666666666666667,0.13333333333333333,0.0,0.06666666666666667,0.06666666666666667,0.06666666666666667,0.04216370213557839,103,0.11764705882352941,0.2222222222222222,0.0,0.125,0.11764705882352941,0.11650326797385621,0.07046179064726632,100,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,sgd -1.0207815647125245,0.21721932011549838,0.007005834579467773,0.004483299376946776,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.625,0.5,0.7777777777777778,0.6,0.6005555555555555,0.10220410467464446,34,0.26666666666666666,0.3333333333333333,0.26666666666666666,0.4666666666666667,0.2,0.3066666666666667,0.09043106644167025,62,0.3478260869565218,0.43478260869565216,0.3478260869565218,0.5833333333333334,0.3,0.4027536231884058,0.10022700552246805,45,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,adam -0.1680457592010498,0.03954350373952029,0.0213376522064209,0.02339826204674771,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35,0.4444444444444444,0.5,0.45454545454545453,0.5,0.44979797979797975,0.05486587517527729,62,0.4666666666666667,0.26666666666666666,0.5333333333333333,0.3333333333333333,0.3333333333333333,0.3866666666666666,0.09797958971132713,40,0.4,0.33333333333333337,0.5161290322580646,0.3846153846153846,0.4,0.4068155500413565,0.05989127541861239,44,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,lbfgs -0.9364245891571045,0.5351445395597054,0.01088414192199707,0.005725356063639176,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,sgd -0.7064014434814453,0.07265308302821057,0.008152151107788086,0.005389143710104785,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.7777777777777778,0.5,0.7777777777777778,0.5,0.611111111111111,0.13608276348795434,29,0.26666666666666666,0.4666666666666667,0.26666666666666666,0.4666666666666667,0.2,0.33333333333333337,0.1115546702045434,56,0.3478260869565218,0.5833333333333334,0.3478260869565218,0.5833333333333334,0.28571428571428575,0.4296066252587992,0.12754992733865447,21,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,adam -0.12567200660705566,0.016600388817171078,0.007877349853515625,0.005310042795498273,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.29411764705882354,0.21428571428571427,0.5333333333333333,0.4,0.4,0.36834733893557414,0.10813805213541432,84,0.3333333333333333,0.2,0.5333333333333333,0.4,0.26666666666666666,0.3466666666666667,0.11469767022723501,49,0.3125,0.20689655172413796,0.5333333333333333,0.4000000000000001,0.32,0.35454597701149426,0.10843673591971337,78,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,lbfgs -1.7494017601013183,0.04583295772980234,0.006467390060424805,0.003913170570701074,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",1.0,0.6666666666666666,1.0,1.0,0.5,0.8333333333333333,0.21081851067789195,1,0.06666666666666667,0.13333333333333333,0.06666666666666667,0.13333333333333333,0.06666666666666667,0.09333333333333334,0.032659863237109045,102,0.125,0.2222222222222222,0.125,0.23529411764705882,0.11764705882352941,0.1650326797385621,0.05226459870708595,95,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,sgd -0.6865181446075439,0.0828304483876676,0.012381219863891601,0.006249278492950875,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.8,0.5,0.7777777777777778,0.6,0.6355555555555557,0.1306016467103566,24,0.26666666666666666,0.5333333333333333,0.26666666666666666,0.4666666666666667,0.2,0.3466666666666666,0.12927146286443544,53,0.3478260869565218,0.64,0.3478260869565218,0.5833333333333334,0.3,0.44379710144927537,0.13933012239918358,12,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,adam -0.9973630905151367,0.25749548268505434,0.011519432067871094,0.005314780537036119,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4444444444444444,0.13333333333333333,0.5,0.35,0.375,0.3605555555555555,0.12524543805299423,87,0.5333333333333333,0.13333333333333333,0.5333333333333333,0.4666666666666667,0.4,0.4133333333333333,0.1484737163421339,22,0.4848484848484848,0.13333333333333333,0.5161290322580646,0.4,0.38709677419354843,0.3842815249266862,0.1347052111601104,65,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,lbfgs -0.6196921825408935,0.01880854860781705,0.010374975204467774,0.0063485146947735,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,sgd -7.494331693649292,5.459998715126912,0.014554595947265625,0.006346342780206019,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.4666666666666667,0.2,0.7142857142857143,0.5625,0.25,0.4386904761904762,0.19216734369257282,64,0.4666666666666667,0.13333333333333333,0.3333333333333333,0.6,0.2,0.3466666666666666,0.17074997966487596,53,0.4666666666666667,0.16,0.4545454545454545,0.5806451612903225,0.22222222222222224,0.37681590094493317,0.15910358347960019,72,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,adam -0.9863187789916992,0.0491440887094331,0.009804821014404297,0.0070098675268180565,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35,0.08333333333333333,0.3125,0.45454545454545453,0.23076923076923078,0.28622960372960377,0.12436219064182724,93,0.4666666666666667,0.06666666666666667,0.3333333333333333,0.3333333333333333,0.2,0.27999999999999997,0.13597385369580758,88,0.4,0.07407407407407407,0.3225806451612903,0.3846153846153846,0.21428571428571427,0.2791111636272926,0.12155442748454541,87,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,lbfgs -2.052659606933594,1.4156038988134358,0.013319444656372071,0.007492050582228612,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.10067114093959731,0.10067114093959731,0.0,0.040268456375838924,0.04931858542516466,103,0.0,0.0,1.0,1.0,0.0,0.4,0.48989794855663565,28,0.0,0.0,0.18292682926829268,0.18292682926829268,0.0,0.07317073170731707,0.08961547839450651,102,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,sgd -8.060845947265625,6.1651672139518565,0.006692218780517578,0.004370903613450567,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.42857142857142855,0.2727272727272727,0.5294117647058824,0.5333333333333333,0.5,0.45280875986758334,0.09756641908603418,61,0.4,0.2,0.6,0.5333333333333333,0.26666666666666666,0.4,0.15202339001321838,28,0.4137931034482759,0.23076923076923075,0.5625,0.5333333333333333,0.3478260869565218,0.41764435090147234,0.12180216118242522,30,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,adam -0.8376365661621094,0.07658183840240919,0.007617044448852539,0.0058809892793169624,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.23529411764705882,0.2857142857142857,0.6,0.4117647058823529,0.42857142857142855,0.3922689075630252,0.12715749136816287,76,0.26666666666666666,0.26666666666666666,0.4,0.4666666666666667,0.2,0.31999999999999995,0.09797958971132713,59,0.25,0.2758620689655172,0.48,0.43749999999999994,0.27272727272727276,0.34321786833855794,0.09570137997842386,82,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,lbfgs -1.0034879207611085,0.06766452296151135,0.008838033676147461,0.00892357465880509,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,sgd -4.8830171585083,4.066407598701515,0.016714954376220705,0.007986089638574905,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.42857142857142855,0.2727272727272727,0.7142857142857143,0.5333333333333333,0.4,0.46978354978354975,0.14779664577922183,57,0.4,0.2,0.3333333333333333,0.5333333333333333,0.26666666666666666,0.3466666666666667,0.11469767022723501,49,0.4137931034482759,0.23076923076923075,0.4545454545454545,0.5333333333333333,0.32,0.3904882244192589,0.10538493058595125,60,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,adam -0.21803159713745118,0.07077779273710755,0.004819011688232422,0.0015126465471541068,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3181818181818182,0.35714285714285715,0.5454545454545454,0.47368421052631576,0.2,0.3788926862611073,0.12073917655659674,81,0.4666666666666667,0.3333333333333333,0.4,0.6,0.2,0.4000000000000001,0.13333333333333333,25,0.3783783783783784,0.3448275862068965,0.4615384615384615,0.5294117647058824,0.20000000000000004,0.38283123816592374,0.11186781927215815,68,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,lbfgs -0.717704439163208,0.05546703946526565,0.00682535171508789,0.004457225284580386,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.4444444444444444,0.75,0.5,0.7777777777777778,0.5,0.5944444444444444,0.1401057801435388,35,0.26666666666666666,0.4,0.3333333333333333,0.4666666666666667,0.26666666666666666,0.3466666666666667,0.07774602526460402,49,0.33333333333333337,0.5217391304347827,0.4,0.5833333333333334,0.3478260869565218,0.4372463768115943,0.09865254756861042,16,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,sgd -1.0867536544799805,0.17814767337986445,0.006325769424438477,0.005162169080122656,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.5,0.5555555555555556,0.75,0.5714285714285714,0.5753968253968254,0.0919402568734894,42,0.4666666666666667,0.26666666666666666,0.3333333333333333,0.6,0.26666666666666666,0.3866666666666666,0.12927146286443544,40,0.4827586206896552,0.3478260869565218,0.4166666666666667,0.6666666666666665,0.36363636363636365,0.4555108809231748,0.11565035229938886,6,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,adam -0.1986227035522461,0.10678735133213915,0.009783649444580078,0.007632557323056941,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.30434782608695654,0.25,0.4444444444444444,0.4,0.21052631578947367,0.32186371726417495,0.08831594490884724,91,0.4666666666666667,0.26666666666666666,0.26666666666666666,0.6666666666666666,0.26666666666666666,0.3866666666666666,0.15999999999999998,40,0.3684210526315789,0.2580645161290323,0.33333333333333337,0.5,0.23529411764705882,0.3390226039482007,0.0939405870520284,83,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,lbfgs -0.3151866436004639,0.24249833257264833,0.006289434432983398,0.004619846756174293,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0847457627118644,0.12280701754385964,0.05128205128205128,0.08536585365853659,0.06666666666666667,0.08217347037259572,0.023927531796005264,101,0.3333333333333333,0.4666666666666667,0.13333333333333333,0.4666666666666667,0.6,0.4,0.1577621275493231,28,0.13513513513513511,0.19444444444444442,0.07407407407407407,0.1443298969072165,0.12000000000000001,0.13359671011217403,0.038853132564820855,99,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,sgd -0.9711134433746338,0.13113629579202926,0.017671489715576173,0.011547305409622653,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5384615384615384,0.4444444444444444,0.7142857142857143,0.6153846153846154,0.45454545454545453,0.5534243534243534,0.10158050454367458,44,0.4666666666666667,0.26666666666666666,0.3333333333333333,0.5333333333333333,0.3333333333333333,0.38666666666666666,0.09797958971132713,36,0.5,0.33333333333333337,0.4545454545454545,0.5714285714285715,0.3846153846153846,0.44878454878454876,0.08383845364512393,8,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,adam -0.16415114402770997,0.048657608719801716,0.009088611602783203,0.006659703143259449,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35,0.2777777777777778,0.5625,0.4,0.4375,0.40555555555555556,0.09496994326341777,73,0.4666666666666667,0.3333333333333333,0.6,0.5333333333333333,0.4666666666666667,0.48,0.08844332774281068,7,0.4,0.303030303030303,0.5806451612903225,0.4571428571428572,0.45161290322580644,0.43848624493785787,0.09006557509144435,15,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,lbfgs -0.9289536476135254,0.09584986281403488,0.017421770095825195,0.010788446876777021,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.45454545454545453,0.875,0.375,0.5384615384615384,0.5,0.5486013986013986,0.17203774348278786,45,0.3333333333333333,0.4666666666666667,0.2,0.4666666666666667,0.2,0.33333333333333337,0.11925695879998878,56,0.3846153846153846,0.608695652173913,0.26086956521739135,0.5,0.28571428571428575,0.4079789775441949,0.13106543677580845,42,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,sgd -1.2930146217346192,0.11827770514552716,0.014547634124755859,0.008138365227675111,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.45454545454545453,0.5714285714285714,0.5714285714285714,0.375,0.49448051948051946,0.0744887562107299,49,0.4,0.3333333333333333,0.26666666666666666,0.5333333333333333,0.2,0.3466666666666666,0.11469767022723501,53,0.4444444444444445,0.3846153846153846,0.36363636363636365,0.5517241379310344,0.26086956521739135,0.40105797916892366,0.09581879188989863,48,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,adam -0.14502758979797364,0.00949237892589647,0.011257791519165039,0.006590424881304023,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42857142857142855,0.36363636363636365,0.4444444444444444,0.45454545454545453,0.2857142857142857,0.3953823953823954,0.06331472018656938,75,0.6,0.26666666666666666,0.5333333333333333,0.3333333333333333,0.26666666666666666,0.39999999999999997,0.1398411797560202,32,0.5,0.30769230769230765,0.4848484848484848,0.3846153846153846,0.2758620689655172,0.3906036492243389,0.09047146590258541,59,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,lbfgs -1.0262832641601562,0.04031897255419981,0.0067542076110839845,0.004104131851179214,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.7777777777777778,0.6363636363636364,0.6363636363636364,0.5,0.61010101010101,0.10367199655208242,30,0.3333333333333333,0.4666666666666667,0.4666666666666667,0.4666666666666667,0.2,0.38666666666666666,0.10666666666666667,36,0.4,0.5833333333333334,0.5384615384615385,0.5384615384615385,0.28571428571428575,0.4691941391941392,0.11052274550796291,4,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,sgd -5.972236633300781,0.5712046461655471,0.009869146347045898,0.00601978318205744,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.45,0.4,0.6153846153846154,0.5384615384615384,0.4,0.4807692307692307,0.08419475872315156,53,0.6,0.26666666666666666,0.5333333333333333,0.4666666666666667,0.26666666666666666,0.42666666666666664,0.13727506854649332,15,0.5142857142857143,0.32,0.5714285714285715,0.5,0.32,0.4451428571428571,0.10493768802173481,11,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,adam -0.13067936897277832,0.008487003966136332,0.008426523208618164,0.005170247599811288,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35294117647058826,0.3076923076923077,0.47058823529411764,0.2857142857142857,0.25,0.33338720103425984,0.07627954044516393,90,0.4,0.26666666666666666,0.5333333333333333,0.4,0.2,0.36,0.11623730516108463,46,0.37500000000000006,0.28571428571428575,0.5,0.3333333333333333,0.22222222222222224,0.34325396825396826,0.0934184634975732,81,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,lbfgs -0.7491255283355713,0.2670901994260428,0.01550307273864746,0.015601577520548865,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.13636363636363635,0.12962962962962962,0.05952380952380952,0.16666666666666666,0.10101010101010101,0.11863876863876863,0.03618562494606934,98,0.4,0.4666666666666667,0.3333333333333333,0.7333333333333333,0.6666666666666666,0.5199999999999999,0.154344492037203,4,0.20338983050847456,0.20289855072463767,0.10101010101010101,0.2716049382716049,0.1754385964912281,0.19086840340120925,0.0550136203029681,92,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,sgd -5.401191473007202,0.3701153220963286,0.006651592254638672,0.0036232535315184563,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5625,0.3333333333333333,0.6666666666666666,0.75,0.36363636363636365,0.5352272727272728,0.16392195896759001,46,0.6,0.2,0.5333333333333333,0.6,0.26666666666666666,0.44000000000000006,0.17178798302300166,13,0.5806451612903225,0.25,0.5925925925925926,0.6666666666666665,0.30769230769230765,0.47951934564837784,0.1674752343050725,2,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,adam -0.09644317626953125,0.009961395229278434,0.015871143341064452,0.001352517844451798,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4,0.21428571428571427,0.5,0.3125,0.38461538461538464,0.3622802197802198,0.0951512724137279,86,0.5333333333333333,0.2,0.6666666666666666,0.3333333333333333,0.3333333333333333,0.4133333333333333,0.16546231527987806,22,0.4571428571428572,0.20689655172413796,0.5714285714285715,0.3225806451612903,0.3571428571428571,0.3830382965199428,0.12355889060145453,67,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,lbfgs -1.0400771141052245,0.02854155173812197,0.008624696731567382,0.005185131473707934,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6,0.75,0.6363636363636364,0.8,0.6,0.6772727272727272,0.08242201423013193,4,0.4,0.4,0.4666666666666667,0.5333333333333333,0.2,0.39999999999999997,0.11155467020454339,32,0.48,0.5217391304347827,0.5384615384615385,0.64,0.3,0.4960401337792642,0.11124160825020311,1,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,sgd -6.231785917282105,0.28441881134749136,0.010185956954956055,0.0069432106853618185,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5625,0.4444444444444444,0.6363636363636364,0.42857142857142855,0.25,0.46437590187590183,0.1317910240160157,59,0.6,0.26666666666666666,0.4666666666666667,0.4,0.2,0.38666666666666666,0.14236104336041747,36,0.5806451612903225,0.33333333333333337,0.5384615384615385,0.4137931034482759,0.22222222222222224,0.4176910717511385,0.13151352344987743,29,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,adam -0.331878662109375,0.045003328524973206,0.010841560363769532,0.008240084513418944,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42857142857142855,0.3333333333333333,0.6153846153846154,0.4,0.4666666666666667,0.4487912087912088,0.09401365612222853,63,0.4,0.3333333333333333,0.5333333333333333,0.4,0.4666666666666667,0.42666666666666664,0.06798692684790379,15,0.4137931034482759,0.3333333333333333,0.5714285714285715,0.4000000000000001,0.4666666666666667,0.43704433497536954,0.0795053204821258,17,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,lbfgs -1.5815954208374023,0.07727762266479447,0.008378553390502929,0.00476679803252653,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5454545454545454,0.6666666666666666,0.6,0.7777777777777778,0.6,0.637979797979798,0.0797649848676577,23,0.4,0.4,0.4,0.4666666666666667,0.2,0.3733333333333334,0.09043106644167025,45,0.4615384615384615,0.5,0.48,0.5833333333333334,0.3,0.4649743589743589,0.09240103542600324,5,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,sgd -6.083979749679566,0.5754712293224497,0.00921025276184082,0.005867160020659772,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.4117647058823529,0.45454545454545453,0.5833333333333334,0.6153846153846154,0.2727272727272727,0.46755107637460575,0.12369144358617312,58,0.4666666666666667,0.3333333333333333,0.4666666666666667,0.5333333333333333,0.2,0.39999999999999997,0.11925695879998878,32,0.43749999999999994,0.3846153846153846,0.5185185185185186,0.5714285714285715,0.23076923076923075,0.4285663410663411,0.11801373205626799,24,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,adam -0.31801471710205076,0.04782826277936225,0.006671380996704101,0.004236762850261488,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4375,0.3333333333333333,0.6666666666666666,0.4117647058823529,0.42857142857142855,0.45556722689075624,0.11178368116055412,60,0.4666666666666667,0.26666666666666666,0.6666666666666666,0.4666666666666667,0.4,0.4533333333333333,0.12927146286443542,10,0.45161290322580644,0.2962962962962963,0.6666666666666666,0.43749999999999994,0.4137931034482759,0.45317379392740903,0.11999058209037504,7,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,lbfgs -1.3489871978759767,0.9606424749169392,0.007511043548583984,0.005060706894210506,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.4,0.14285714285714285,0.0,1.0,0.30434782608695654,0.3694409937888199,0.3436866372295577,83,0.13333333333333333,0.8,0.0,0.06666666666666667,0.4666666666666667,0.29333333333333333,0.2999259167787198,75,0.2,0.24242424242424243,0.0,0.125,0.3684210526315789,0.18716905901116426,0.12244778649000157,93,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,sgd -6.2402527809143065,0.27542055538553595,0.00765080451965332,0.006626792220431539,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.45,0.38461538461538464,0.5714285714285714,0.6,0.38461538461538464,0.47813186813186814,0.09147478755835155,55,0.6,0.3333333333333333,0.5333333333333333,0.6,0.3333333333333333,0.4800000000000001,0.12220201853215575,6,0.5142857142857143,0.3571428571428571,0.5517241379310344,0.6,0.3571428571428571,0.4760591133004926,0.10082654841675455,3,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,adam -0.366879940032959,0.06699123804564622,0.009948253631591797,0.005614276069602268,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42105263157894735,0.375,0.5555555555555556,0.3888888888888889,0.25,0.39809941520467834,0.09784798397299645,74,0.5333333333333333,0.2,0.6666666666666666,0.4666666666666667,0.2,0.4133333333333334,0.18571184369578825,19,0.47058823529411764,0.26086956521739135,0.606060606060606,0.42424242424242425,0.22222222222222224,0.3967966106073523,0.14067144351399088,54,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,lbfgs -1.6878950595855713,0.07269016984244694,0.009069538116455078,0.004850727320944191,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.7142857142857143,0.5555555555555556,0.7777777777777778,0.375,0.5845238095238096,0.14564951702295448,39,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.2,0.31999999999999995,0.08844332774281066,59,0.3478260869565218,0.4545454545454545,0.4166666666666667,0.5833333333333334,0.26086956521739135,0.41264822134387363,0.10783654581792501,32,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,sgd -5.295582962036133,0.4324986663634745,0.006000900268554687,0.004742108756757488,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.45,0.2727272727272727,0.5333333333333333,0.5384615384615384,0.25,0.40890442890442885,0.12470066419051805,70,0.6,0.2,0.5333333333333333,0.4666666666666667,0.2,0.4000000000000001,0.16865480854231354,25,0.5142857142857143,0.23076923076923075,0.5333333333333333,0.5,0.22222222222222224,0.40012210012210014,0.1421850338477418,49,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,adam -0.3875833511352539,0.15283076977213053,0.008373880386352539,0.0052638250684573324,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4583333333333333,0.35714285714285715,0.46153846153846156,0.5,0.3125,0.41790293040293036,0.07082396506143268,69,0.7333333333333333,0.3333333333333333,0.4,0.4666666666666667,0.3333333333333333,0.4533333333333334,0.1484737163421339,9,0.5641025641025641,0.3448275862068965,0.42857142857142855,0.4827586206896552,0.3225806451612903,0.42856816894636696,0.08894044944428973,23,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,lbfgs -0.7840075969696045,0.11390560071804276,0.030110883712768554,0.029780214279608357,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.75,0.5,0.4,0.75,0.58,0.14352700094407322,41,0.26666666666666666,0.2,0.2,0.26666666666666666,0.2,0.22666666666666666,0.03265986323710904,96,0.3478260869565218,0.31578947368421056,0.28571428571428575,0.32,0.31578947368421056,0.31702386400784577,0.01970264680638859,86,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,sgd -1.2442156791687011,0.22835985782540444,0.012922286987304688,0.00623427001520579,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5833333333333334,0.42857142857142855,0.7,0.875,0.6666666666666666,0.6507142857142857,0.14620210904546627,8,0.4666666666666667,0.2,0.4666666666666667,0.4666666666666667,0.13333333333333333,0.3466666666666667,0.1484737163421339,49,0.5185185185185186,0.27272727272727276,0.56,0.608695652173913,0.2222222222222222,0.4364327331283853,0.15771308102446135,18,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,adam -0.32300662994384766,0.07247853182341536,0.013985395431518555,0.006242383060000562,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.39285714285714285,0.15384615384615385,0.4,0.42857142857142855,0.4375,0.36255494505494507,0.10569262246336396,85,0.7333333333333333,0.13333333333333333,0.26666666666666666,0.6,0.4666666666666667,0.44000000000000006,0.21746008573733452,13,0.5116279069767441,0.14285714285714288,0.32,0.5,0.45161290322580644,0.3852195906119387,0.13896390025226224,64,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,lbfgs -0.2594286441802979,0.13757008384307381,0.006205368041992188,0.004980935286519094,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.05511811023622047,0.1171875,0.018867924528301886,0.01098901098901099,0.04043250915070667,0.04259984551538786,102,0.0,0.4666666666666667,1.0,0.13333333333333333,0.06666666666666667,0.33333333333333337,0.36998498468030955,56,0.0,0.09859154929577464,0.2097902097902098,0.03305785123966942,0.018867924528301886,0.07206150697079114,0.07644179731854073,103,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,sgd -0.9399680137634278,0.12275489413431355,0.008499050140380859,0.005897056368362686,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.375,0.5,0.5714285714285714,0.8571428571428571,0.6,0.5807142857142857,0.15855855803623659,40,0.4,0.26666666666666666,0.26666666666666666,0.4,0.2,0.3066666666666667,0.08,62,0.38709677419354843,0.3478260869565218,0.36363636363636365,0.5454545454545455,0.3,0.38880275404819586,0.0833559328385568,63,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,adam -0.2917159557342529,0.09268028847045612,0.007736015319824219,0.005250369700427222,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3333333333333333,0.3333333333333333,0.5,0.35294117647058826,0.26666666666666666,0.3572549019607843,0.0771303863684452,88,0.4666666666666667,0.3333333333333333,0.4666666666666667,0.4,0.26666666666666666,0.3866666666666666,0.07774602526460402,40,0.3888888888888889,0.3333333333333333,0.4827586206896552,0.37500000000000006,0.26666666666666666,0.3693295019157088,0.0708749194667724,76,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,lbfgs -0.7503690242767334,0.04449254777638044,0.005936622619628906,0.004405373218913088,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6,0.75,0.25,0.75,0.5,0.5700000000000001,0.18601075237738277,43,0.2,0.2,0.06666666666666667,0.2,0.13333333333333333,0.16,0.053333333333333344,98,0.3,0.31578947368421056,0.10526315789473685,0.31578947368421056,0.2105263157894737,0.24947368421052635,0.08205126429433718,88,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,sgd -1.1855337619781494,0.40555734688920453,0.00838923454284668,0.008125864705612508,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.375,0.5555555555555556,1.0,0.3333333333333333,0.6027777777777777,0.24745619390355653,33,0.4,0.2,0.3333333333333333,0.4,0.13333333333333333,0.29333333333333333,0.10832051206181281,75,0.5217391304347827,0.26086956521739135,0.4166666666666667,0.5714285714285715,0.19047619047619044,0.3922360248447206,0.14658926075804055,57,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,adam -0.1303253173828125,0.018722845703054852,0.006058406829833984,0.004991160268457196,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42105263157894735,0.15384615384615385,0.3888888888888889,0.4666666666666667,0.3333333333333333,0.352757534862798,0.10852467220917451,89,0.5333333333333333,0.13333333333333333,0.4666666666666667,0.4666666666666667,0.2,0.36,0.16110727964792762,46,0.47058823529411764,0.14285714285714288,0.42424242424242425,0.4666666666666667,0.25,0.3508708938120703,0.1315818696819583,79,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,lbfgs -1.0827402114868163,0.11850325969211742,0.008018875122070312,0.003316054269682046,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6,1.0,0.6,0.75,0.75,0.74,0.14628738838327796,2,0.2,0.26666666666666666,0.2,0.4,0.2,0.25333333333333335,0.077746025264604,93,0.3,0.4210526315789474,0.3,0.5217391304347827,0.31578947368421056,0.3717162471395882,0.08758446042358646,74,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,sgd -4.401541662216187,0.32776404903447476,0.008794021606445313,0.005060474727860363,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5625,0.3333333333333333,0.4666666666666667,0.6153846153846154,0.4,0.475576923076923,0.10307891629658497,56,0.6,0.26666666666666666,0.4666666666666667,0.5333333333333333,0.26666666666666666,0.42666666666666664,0.13727506854649332,15,0.5806451612903225,0.2962962962962963,0.4666666666666667,0.5714285714285715,0.32,0.4470073391363714,0.12047479598866173,9,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,adam -0.19299554824829102,0.026884441076856475,0.008471488952636719,0.008189503595692696,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.46153846153846156,0.4444444444444444,0.3684210526315789,0.26666666666666666,0.40821412505623034,0.08270421915836501,71,0.6,0.4,0.5333333333333333,0.4666666666666667,0.26666666666666666,0.4533333333333333,0.11469767022723501,10,0.5454545454545454,0.42857142857142855,0.4848484848484848,0.4117647058823529,0.26666666666666666,0.4274611662846957,0.09307870273997348,25,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,lbfgs -0.5354726314544678,0.29749967280122963,0.010121440887451172,0.005746192034899544,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.3,0.10204081632653061,0.11811023622047244,0.11538461538461539,0.14285714285714285,0.15567856215775225,0.07335537506124092,97,0.4,1.0,1.0,1.0,0.7333333333333333,0.8266666666666665,0.23701851779508235,2,0.34285714285714286,0.1851851851851852,0.2112676056338028,0.20689655172413793,0.23913043478260868,0.23706738403657548,0.05561186832935417,89,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,sgd -4.391301774978638,0.4715992728634438,0.011217069625854493,0.006202002790065391,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5625,0.25,0.42857142857142855,0.8888888888888888,0.5,0.5259920634920634,0.20945878921386127,48,0.6,0.2,0.4,0.5333333333333333,0.26666666666666666,0.4,0.15202339001321838,28,0.5806451612903225,0.22222222222222224,0.4137931034482759,0.6666666666666667,0.3478260869565218,0.4462306481168018,0.15973398289583104,10,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,adam -0.16773562431335448,0.012203321533408912,0.010697317123413087,0.007818624304229445,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3684210526315789,0.3076923076923077,0.5294117647058824,0.4166666666666667,0.2857142857142857,0.3815812154821443,0.0870724858636268,80,0.4666666666666667,0.26666666666666666,0.6,0.3333333333333333,0.26666666666666666,0.38666666666666666,0.12927146286443544,36,0.4117647058823529,0.28571428571428575,0.5625,0.3703703703703704,0.2758620689655172,0.38124228618650524,0.10405264487773519,69,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,lbfgs -1.1351370334625244,0.0696178070366731,0.0041042804718017575,0.0007544798424459935,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5714285714285714,0.6666666666666666,0.5714285714285714,0.8,0.5,0.621904761904762,0.10361274490635543,25,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.13333333333333333,0.24,0.05333333333333334,94,0.36363636363636365,0.3809523809523809,0.36363636363636365,0.4,0.2105263157894737,0.3437502848029163,0.06795228414130303,80,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,sgd -4.107391738891602,0.32006279812117655,0.00809621810913086,0.00670632222726493,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5714285714285714,0.3,0.47058823529411764,0.6923076923076923,0.42857142857142855,0.49257918552036195,0.132496067578454,50,0.5333333333333333,0.2,0.5333333333333333,0.6,0.2,0.4133333333333334,0.17587874611030557,19,0.5517241379310344,0.24,0.5,0.6428571428571429,0.27272727272727276,0.44146171070309004,0.15824208397449435,13,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,adam -0.3260459899902344,0.07582249081640899,0.010035324096679687,0.00689395316244329,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.375,0.2,0.3684210526315789,0.6428571428571429,0.3333333333333333,0.383922305764411,0.144051244311468,79,0.6,0.13333333333333333,0.4666666666666667,0.6,0.26666666666666666,0.4133333333333333,0.18571184369578825,22,0.4615384615384615,0.16,0.4117647058823529,0.6206896551724138,0.2962962962962963,0.39005782377790493,0.15523500782674474,61,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,lbfgs -1.4992594242095947,0.1653175982292748,0.006247854232788086,0.004335654738561528,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.4444444444444444,0.5,0.5714285714285714,0.8333333333333334,0.6,0.5898412698412698,0.13337338778561844,38,0.26666666666666666,0.13333333333333333,0.26666666666666666,0.3333333333333333,0.2,0.24,0.06798692684790379,94,0.33333333333333337,0.2105263157894737,0.36363636363636365,0.47619047619047616,0.3,0.3367372977899294,0.0865576994956227,84,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,sgd -3.1216370105743407,0.337832547393746,0.006731843948364258,0.0043961238660508405,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5294117647058824,0.3333333333333333,0.5,0.5833333333333334,0.5,0.48921568627450984,0.08367289526804655,51,0.6,0.26666666666666666,0.4666666666666667,0.4666666666666667,0.2,0.4000000000000001,0.1460593486680443,25,0.5625,0.2962962962962963,0.4827586206896552,0.5185185185185186,0.28571428571428575,0.42915754424375113,0.11564320062183389,22,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,adam -0.32036828994750977,0.07170501281564065,0.014014053344726562,0.008210081883206675,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35,0.42857142857142855,0.4166666666666667,0.45454545454545453,0.2727272727272727,0.3845021645021645,0.06567608925904228,78,0.4666666666666667,0.2,0.3333333333333333,0.3333333333333333,0.2,0.30666666666666664,0.09977753031397177,64,0.4,0.27272727272727276,0.3703703703703704,0.3846153846153846,0.23076923076923075,0.33169645169645173,0.06726831074156936,85,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,lbfgs -0.9877999305725098,0.860192404637883,0.011883258819580078,0.006653637215984655,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.07476635514018691,0.1,0.09929078014184398,0.2857142857142857,0.5,0.2119542841992633,0.16276254298286114,95,0.5333333333333333,1.0,0.9333333333333333,0.13333333333333333,0.06666666666666667,0.5333333333333334,0.38873012632302,3,0.13114754098360654,0.18181818181818182,0.17948717948717952,0.18181818181818182,0.11764705882352941,0.15838362858613583,0.028089104702430392,97,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,sgd -3.5218475818634034,0.24813716051770757,0.007970333099365234,0.004725854502734792,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5882352941176471,0.4,0.5,0.6363636363636364,0.2727272727272727,0.47946524064171125,0.13109158577331428,54,0.6666666666666666,0.26666666666666666,0.4666666666666667,0.4666666666666667,0.2,0.4133333333333334,0.1654623152798781,19,0.625,0.32,0.4827586206896552,0.5384615384615385,0.23076923076923075,0.4393978779840849,0.14416912029819978,14,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,adam -0.3928647994995117,0.08035512253615452,0.01856074333190918,0.015420163519564814,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.47368421052631576,0.2857142857142857,0.375,0.6,0.4444444444444444,0.43576858813700914,0.10458865763177447,65,0.6,0.26666666666666666,0.4,0.6,0.26666666666666666,0.42666666666666664,0.14966629547095764,15,0.5294117647058824,0.2758620689655172,0.38709677419354843,0.6,0.33333333333333337,0.42514078823965634,0.12133282513805832,27,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,lbfgs -1.9540456295013429,0.1444895389069566,0.004082202911376953,0.00014713907525460687,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.5714285714285714,0.5714285714285714,0.8571428571428571,0.6,0.62,0.1230894813059315,26,0.2,0.26666666666666666,0.26666666666666666,0.4,0.2,0.26666666666666666,0.07302967433402216,91,0.28571428571428575,0.36363636363636365,0.36363636363636365,0.5454545454545455,0.3,0.37168831168831173,0.09257982383550638,75,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,sgd -1.812101173400879,0.33116768982286665,0.003657960891723633,0.0005780439564624286,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.36363636363636365,0.5,0.75,0.3,0.4827272727272727,0.15466305685917628,52,0.6666666666666666,0.26666666666666666,0.4666666666666667,0.4,0.2,0.39999999999999997,0.1632993161855452,32,0.5714285714285715,0.30769230769230765,0.4827586206896552,0.5217391304347827,0.24,0.4247237260490634,0.12815736981534695,28,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,adam -0.000934600830078125,1.4575157802460037e-05,0.003238010406494141,8.381183217176197e-05,{},0.5882352941176471,0.5333333333333333,0.4444444444444444,0.4375,0.47619047619047616,0.4959407096171802,0.05722543529620589,1,0.6666666666666666,0.5333333333333333,0.26666666666666666,0.4666666666666667,0.6666666666666666,0.5199999999999999,0.1484737163421339,1,0.625,0.5333333333333333,0.33333333333333337,0.45161290322580644,0.5555555555555556,0.4997670250896057,0.09994133117951362,1,GaussianNB,,,,,,,,,,, -0.010632133483886719,0.004670974640088012,0.004451751708984375,0.0003094470365724647,"{'gamma': 'scale', 'kernel': 'linear'}",0.8,0.6,0.75,0.8333333333333334,0.4,0.6766666666666666,0.15972198067614587,1,0.26666666666666666,0.2,0.2,0.3333333333333333,0.13333333333333333,0.22666666666666666,0.06798692684790378,3,0.4,0.3,0.31578947368421056,0.47619047619047616,0.2,0.3383959899749373,0.09372420300933337,1,SVC,scale,linear,,,,,,,,, -0.006094026565551758,0.0006317652812999939,0.020464372634887696,0.01768642171496621,"{'gamma': 'scale', 'kernel': 'poly'}",0.8333333333333334,0.375,0.6666666666666666,0.75,0.3333333333333333,0.5916666666666667,0.20138409955990952,5,0.3333333333333333,0.2,0.13333333333333333,0.2,0.2,0.21333333333333332,0.06531972647421808,5,0.47619047619047616,0.26086956521739135,0.2222222222222222,0.31578947368421056,0.25,0.30501434746286005,0.09082647920004942,5,SVC,scale,poly,,,,,,,,, -0.005955410003662109,0.00032847329734843686,0.020972537994384765,0.016701929055226696,"{'gamma': 'scale', 'kernel': 'rbf'}",0.6666666666666666,0.5,0.5,1.0,0.42857142857142855,0.619047619047619,0.20592141248037765,3,0.13333333333333333,0.06666666666666667,0.06666666666666667,0.13333333333333333,0.2,0.12000000000000002,0.049888765156985884,7,0.2222222222222222,0.11764705882352941,0.11764705882352941,0.23529411764705882,0.27272727272727276,0.19310754604872252,0.06380476836852152,7,SVC,scale,rbf,,,,,,,,, -0.004954624176025391,0.000912095998329732,0.006988954544067383,0.0044632871921058866,"{'gamma': 'scale', 'kernel': 'sigmoid'}",0.2857142857142857,0.4,0.42857142857142855,0.2,0.6,0.38285714285714284,0.1359471686099465,7,0.26666666666666666,0.26666666666666666,0.2,0.2,0.4,0.2666666666666667,0.07302967433402216,2,0.2758620689655172,0.32,0.27272727272727276,0.20000000000000004,0.48,0.30971786833855797,0.09343902454787321,4,SVC,scale,sigmoid,,,,,,,,, -0.013517475128173828,0.004139334776354011,0.006720638275146485,0.00441891308193232,"{'gamma': 'auto', 'kernel': 'linear'}",0.8,0.6,0.75,0.8333333333333334,0.4,0.6766666666666666,0.15972198067614587,1,0.26666666666666666,0.2,0.2,0.3333333333333333,0.13333333333333333,0.22666666666666666,0.06798692684790378,3,0.4,0.3,0.31578947368421056,0.47619047619047616,0.2,0.3383959899749373,0.09372420300933337,1,SVC,auto,linear,,,,,,,,, -0.009682226181030273,0.007735762268625509,0.010531187057495117,0.007459648281552759,"{'gamma': 'auto', 'kernel': 'poly'}",0.8333333333333334,0.2857142857142857,0.6666666666666666,0.75,0.3333333333333333,0.5738095238095238,0.2226413281440183,6,0.3333333333333333,0.13333333333333333,0.13333333333333333,0.2,0.2,0.2,0.07302967433402215,6,0.47619047619047616,0.18181818181818182,0.2222222222222222,0.31578947368421056,0.25,0.28920407078301813,0.10317553567195126,6,SVC,auto,poly,,,,,,,,, -0.016672039031982423,0.005791593988475393,0.007512235641479492,0.0019440007111398401,"{'gamma': 'auto', 'kernel': 'rbf'}",0.6666666666666666,0.5,0.5,1.0,0.42857142857142855,0.619047619047619,0.20592141248037765,3,0.13333333333333333,0.06666666666666667,0.06666666666666667,0.13333333333333333,0.2,0.12000000000000002,0.049888765156985884,7,0.2222222222222222,0.11764705882352941,0.11764705882352941,0.23529411764705882,0.27272727272727276,0.19310754604872252,0.06380476836852152,7,SVC,auto,rbf,,,,,,,,, -0.00835733413696289,0.004940981926590902,0.007182407379150391,0.003634537483396356,"{'gamma': 'auto', 'kernel': 'sigmoid'}",0.2857142857142857,0.36363636363636365,0.5,0.1875,0.5555555555555556,0.378481240981241,0.13521984651303456,8,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.2,0.3333333333333333,0.27999999999999997,0.04988876515698587,1,0.2758620689655172,0.30769230769230765,0.4,0.19354838709677422,0.4166666666666667,0.31875388608425315,0.08225123354304446,3,SVC,auto,sigmoid,,,,,,,,, -0.002165365219116211,9.301385620197668e-05,0.003511953353881836,0.00019405763272187086,"{'criterion': 'gini', 'splitter': 'best'}",0.5294117647058824,0.2222222222222222,0.5714285714285714,0.47058823529411764,0.3684210526315789,0.4324143692564745,0.12527295831526947,2,0.6,0.26666666666666666,0.26666666666666666,0.5333333333333333,0.4666666666666667,0.42666666666666664,0.13727506854649332,3,0.5625,0.2424242424242424,0.36363636363636365,0.5,0.4117647058823529,0.41606506238859176,0.11082117178762571,3,DecisionTreeClassifier,,,gini,best,,,,,,, -0.00104522705078125,2.916123361858493e-05,0.0036049842834472655,0.0002979660208163283,"{'criterion': 'gini', 'splitter': 'random'}",0.3157894736842105,0.3125,0.6,0.5,0.47619047619047616,0.4408959899749373,0.11152599824647427,1,0.4,0.3333333333333333,0.4,0.5333333333333333,0.6666666666666666,0.4666666666666666,0.11925695879998877,1,0.35294117647058826,0.3225806451612903,0.48,0.5161290322580646,0.5555555555555556,0.4454412818890997,0.0916157430514902,1,DecisionTreeClassifier,,,gini,random,,,,,,, -0.0022659778594970705,0.00017529907577453946,0.0037413597106933593,0.00038335123378337285,"{'criterion': 'entropy', 'splitter': 'best'}",0.42857142857142855,0.47058823529411764,0.4,0.36363636363636365,0.38461538461538464,0.40948228242345885,0.03717111118295521,4,0.4,0.5333333333333333,0.26666666666666666,0.5333333333333333,0.3333333333333333,0.4133333333333334,0.10666666666666666,4,0.4137931034482759,0.5,0.32,0.43243243243243246,0.3571428571428571,0.40467367860471304,0.062240871959823835,4,DecisionTreeClassifier,,,entropy,best,,,,,,, -0.0010494232177734376,3.088366455215113e-05,0.003314971923828125,4.471858087555134e-05,"{'criterion': 'entropy', 'splitter': 'random'}",0.29411764705882354,0.4444444444444444,0.5555555555555556,0.42857142857142855,0.38461538461538464,0.42146089204912734,0.08501067656942392,3,0.3333333333333333,0.5333333333333333,0.3333333333333333,0.4,0.6666666666666666,0.4533333333333333,0.12927146286443544,2,0.3125,0.4848484848484848,0.4166666666666667,0.4137931034482759,0.4878048780487804,0.4231226266024416,0.06381216211002051,2,DecisionTreeClassifier,,,entropy,random,,,,,,, -0.3609772205352783,0.023247215487016516,0.03245673179626465,0.0025497088479517946,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'sqrt'}",0.5,0.5454545454545454,0.75,0.5,0.75,0.6090909090909091,0.11624283502313111,8,0.4,0.4,0.2,0.3333333333333333,0.6,0.3866666666666666,0.12927146286443544,3,0.4444444444444445,0.4615384615384615,0.31578947368421056,0.4,0.6666666666666665,0.45768780926675656,0.1160391296537516,7,RandomForestClassifier,,,gini,,balanced,sqrt,,,,, -0.3455501079559326,0.021249180709076193,0.032500934600830075,0.00772627976511903,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'log2'}",0.5454545454545454,0.5555555555555556,0.8,0.5555555555555556,0.8,0.6513131313131313,0.12145833579440121,4,0.4,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.5333333333333333,0.37333333333333335,0.09043106644167025,6,0.4615384615384615,0.4166666666666667,0.4,0.4166666666666667,0.64,0.46697435897435896,0.08889849717958653,5,RandomForestClassifier,,,gini,,balanced,log2,,,,, -0.439524507522583,0.07330099301680393,0.02495713233947754,0.0009229252289493947,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.5833333333333334,0.5555555555555556,0.8,0.4444444444444444,0.7272727272727273,0.6221212121212121,0.12665087781995854,7,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.5333333333333333,0.37333333333333335,0.1083205120618128,6,0.5185185185185186,0.4166666666666667,0.4,0.33333333333333337,0.6153846153846153,0.45678062678062686,0.09903453550193604,8,RandomForestClassifier,,,entropy,,balanced,sqrt,,,,, -0.49431562423706055,0.010782921712450766,0.033666563034057614,0.009535224348242041,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'log2'}",0.5454545454545454,0.6,0.75,0.6666666666666666,0.7272727272727273,0.6578787878787878,0.0766397125932295,2,0.4,0.4,0.2,0.4,0.5333333333333333,0.3866666666666666,0.10666666666666666,3,0.4615384615384615,0.48,0.31578947368421056,0.5,0.6153846153846153,0.47454251012145743,0.09579770191319172,2,RandomForestClassifier,,,entropy,,balanced,log2,,,,, -0.5351084709167481,0.044941505154290455,0.03216910362243652,0.006435447929299519,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'sqrt'}",0.6,0.6363636363636364,0.8,0.6,0.75,0.6772727272727272,0.08242201423013192,1,0.4,0.4666666666666667,0.26666666666666666,0.4,0.6,0.42666666666666664,0.1083205120618128,1,0.48,0.5384615384615385,0.4,0.48,0.6666666666666665,0.5130256410256411,0.08855363470571022,1,RandomForestClassifier,,,gini,,balanced_subsample,sqrt,,,,, -0.464376163482666,0.004360377389615022,0.029857921600341796,0.005543369044177897,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'log2'}",0.6,0.5555555555555556,0.8,0.5555555555555556,0.7777777777777778,0.6577777777777778,0.1085027165842996,3,0.4,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.36,0.0679869268479038,8,0.48,0.4166666666666667,0.4,0.4166666666666667,0.5833333333333334,0.45933333333333337,0.06777085574853611,6,RandomForestClassifier,,,gini,,balanced_subsample,log2,,,,, -0.4731302738189697,0.010011001960459306,0.022163772583007814,0.004553517476965778,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.5,0.5,0.8,0.7,0.7272727272727273,0.6454545454545455,0.12318097953421327,5,0.4,0.26666666666666666,0.26666666666666666,0.4666666666666667,0.5333333333333333,0.3866666666666666,0.10666666666666667,3,0.4444444444444445,0.3478260869565218,0.4,0.56,0.6153846153846153,0.47353102935711633,0.09965329597864478,3,RandomForestClassifier,,,entropy,,balanced_subsample,sqrt,,,,, -0.3377819061279297,0.06176174431877289,0.013628292083740234,0.0012753803510529569,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'log2'}",0.5555555555555556,0.5,0.8333333333333334,0.6,0.6363636363636364,0.6250505050505051,0.1136700735634315,6,0.3333333333333333,0.4,0.3333333333333333,0.4,0.4666666666666667,0.3866666666666667,0.0498887651569859,2,0.4166666666666667,0.4444444444444445,0.47619047619047616,0.48,0.5384615384615385,0.4711526251526251,0.04078282085503841,4,RandomForestClassifier,,,entropy,,balanced_subsample,log2,,,,, -0.011937999725341797,0.0018267638040440374,0.003911399841308593,0.0001071743465305782,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.5,0.8,0.7142857142857143,0.7,0.6678571428571429,0.10066108017115896,11,0.3333333333333333,0.2,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.32,0.08844332774281066,64,0.43478260869565216,0.28571428571428575,0.4,0.4545454545454545,0.56,0.4270084697910785,0.08854261546482917,46,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,lbfgs -0.597728157043457,0.06044717454611318,0.00785050392150879,0.005386005737352656,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.7142857142857143,0.42857142857142855,0.6666666666666666,0.75,0.625,0.6369047619047619,0.11243541860111995,30,0.3333333333333333,0.2,0.13333333333333333,0.4,0.3333333333333333,0.27999999999999997,0.09797958971132713,90,0.4545454545454545,0.27272727272727276,0.2222222222222222,0.5217391304347827,0.43478260869565216,0.38120333772507686,0.11405451781838148,78,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,sgd -0.6650539875030518,0.07554974800824872,0.0036119461059570313,0.0004898628588639183,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.5714285714285714,0.75,0.8333333333333334,0.6363636363636364,0.6582251082251082,0.12011017349543349,22,0.3333333333333333,0.26666666666666666,0.2,0.3333333333333333,0.4666666666666667,0.32,0.08844332774281066,64,0.4,0.36363636363636365,0.31578947368421056,0.47619047619047616,0.5384615384615385,0.4188155703945178,0.07952381359175553,58,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,adam -0.026226139068603514,0.005844218867753635,0.012305593490600586,0.007561362687372516,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.5,0.8,0.7142857142857143,0.7,0.6678571428571429,0.10066108017115896,11,0.3333333333333333,0.2,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.32,0.08844332774281066,64,0.43478260869565216,0.28571428571428575,0.4,0.4545454545454545,0.56,0.4270084697910785,0.08854261546482917,46,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,lbfgs -0.45854482650756834,0.41317151171126776,0.019535589218139648,0.026267111681535303,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.03571428571428571,0.30434782608695654,0.07692307692307693,0.13513513513513514,0.10666666666666667,0.1317573981052242,0.09236827589570774,99,0.26666666666666666,0.4666666666666667,0.06666666666666667,0.6666666666666666,0.5333333333333333,0.4,0.21081851067789195,39,0.06299212598425197,0.3684210526315789,0.07142857142857144,0.2247191011235955,0.17777777777777778,0.18106772578915514,0.11223201579194894,96,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,sgd -0.5662989139556884,0.06248897053214265,0.008445310592651366,0.006058890145705512,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5555555555555556,0.5714285714285714,0.8,0.7142857142857143,0.7,0.6682539682539682,0.09226032598068895,10,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.07302967433402216,62,0.4166666666666667,0.36363636363636365,0.4,0.4545454545454545,0.56,0.43896969696969695,0.06720433323735124,32,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,adam -0.024007892608642577,0.0011579693707393765,0.008417606353759766,0.005920730320932178,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.5,0.8,0.7142857142857143,0.7,0.6678571428571429,0.10066108017115896,11,0.3333333333333333,0.2,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.32,0.08844332774281066,64,0.43478260869565216,0.28571428571428575,0.4,0.4545454545454545,0.56,0.4270084697910785,0.08854261546482917,46,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,lbfgs -0.6088810920715332,0.013926462409020277,0.008008003234863281,0.0055427833601205635,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.625,0.6666666666666666,0.6666666666666666,0.6666666666666666,0.6249999999999999,0.06454972243679027,33,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.26666666666666666,0.4,0.29333333333333333,0.09043106644167025,88,0.4,0.43478260869565216,0.2222222222222222,0.3809523809523809,0.5,0.3875914423740511,0.09209529675165888,77,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,sgd -0.560560655593872,0.05126109133465126,0.010904836654663085,0.006530551989198034,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5555555555555556,0.5,0.8,0.625,0.7,0.6361111111111111,0.10590585150366362,31,0.3333333333333333,0.2,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.32,0.08844332774281066,64,0.4166666666666667,0.28571428571428575,0.4,0.43478260869565216,0.56,0.41943271221532097,0.08747648897278759,57,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,adam -0.0391578197479248,0.008892510994914391,0.01548781394958496,0.011367036701368738,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.5,0.8,0.7142857142857143,0.7,0.6678571428571429,0.10066108017115896,11,0.3333333333333333,0.2,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.32,0.08844332774281066,64,0.43478260869565216,0.28571428571428575,0.4,0.4545454545454545,0.56,0.4270084697910785,0.08854261546482917,46,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,lbfgs -0.4886979579925537,0.016396230606311,0.007998371124267578,0.0051799815171966685,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.7142857142857143,0.5714285714285714,0.6666666666666666,0.625,0.7,0.6554761904761903,0.052074863256853156,23,0.3333333333333333,0.26666666666666666,0.13333333333333333,0.3333333333333333,0.4666666666666667,0.30666666666666664,0.10832051206181281,79,0.4545454545454545,0.36363636363636365,0.2222222222222222,0.43478260869565216,0.56,0.4070373298199385,0.11177179317293237,67,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,sgd -0.37145376205444336,0.04782933886435893,0.005407285690307617,0.00389155120419538,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.4,0.8,0.8333333333333334,0.7,0.6716666666666666,0.15452435981999013,8,0.3333333333333333,0.13333333333333333,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.30666666666666664,0.10832051206181281,79,0.43478260869565216,0.2,0.4,0.47619047619047616,0.56,0.41419461697722565,0.1196723717272752,60,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,adam -0.03304324150085449,0.0055035632794705885,0.007808780670166016,0.00530086717436449,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.5,0.8,0.7142857142857143,0.7,0.6678571428571429,0.10066108017115896,11,0.3333333333333333,0.2,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.32,0.08844332774281066,64,0.43478260869565216,0.28571428571428575,0.4,0.4545454545454545,0.56,0.4270084697910785,0.08854261546482917,46,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,lbfgs -0.31378779411315916,0.0967050927571708,0.011255645751953125,0.006151981924235811,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.1836734693877551,0.08888888888888889,0.09523809523809523,0.14814814814814814,0.20833333333333334,0.14485638699924414,0.047204364235832776,98,0.6,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.6666666666666666,0.4133333333333333,0.18086213288334047,32,0.28125,0.13333333333333333,0.14035087719298245,0.19047619047619047,0.3174603174603175,0.21257414369256472,0.0744326655089137,93,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,sgd -0.3581210136413574,0.040015180938578,0.003699636459350586,0.0002721750660816073,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.4,0.8,0.7142857142857143,0.7,0.6478571428571428,0.13581950808153517,25,0.3333333333333333,0.13333333333333333,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.30666666666666664,0.10832051206181281,79,0.43478260869565216,0.2,0.4,0.4545454545454545,0.56,0.4098656126482213,0.11772712934121972,65,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,adam -0.03451461791992187,0.008532821068222767,0.010992956161499024,0.0059186574000312615,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.5,0.8,0.7142857142857143,0.7,0.6678571428571429,0.10066108017115896,11,0.3333333333333333,0.2,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.32,0.08844332774281066,64,0.43478260869565216,0.28571428571428575,0.4,0.4545454545454545,0.56,0.4270084697910785,0.08854261546482917,46,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,lbfgs -0.6537580013275146,0.05644382470704061,0.010820865631103516,0.005309551773791711,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5555555555555556,0.5714285714285714,0.6666666666666666,0.625,0.7,0.6237301587301587,0.05485522299697513,34,0.3333333333333333,0.26666666666666666,0.13333333333333333,0.3333333333333333,0.4666666666666667,0.30666666666666664,0.10832051206181281,79,0.4166666666666667,0.36363636363636365,0.2222222222222222,0.43478260869565216,0.56,0.39946157224418094,0.10955675282190795,70,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,sgd -0.36002564430236816,0.04029244057301525,0.003894996643066406,0.0003544078954228668,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.7142857142857143,0.4,0.8,0.7142857142857143,0.7,0.6657142857142857,0.13749953617732533,21,0.3333333333333333,0.13333333333333333,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.30666666666666664,0.10832051206181281,79,0.4545454545454545,0.2,0.4,0.4545454545454545,0.56,0.41381818181818186,0.1188239895638409,62,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,adam -0.0722226619720459,0.003912712527637683,0.009785032272338868,0.006257928063211971,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.5,0.8,0.7142857142857143,0.7,0.6678571428571429,0.10066108017115896,11,0.3333333333333333,0.2,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.32,0.08844332774281066,64,0.43478260869565216,0.28571428571428575,0.4,0.4545454545454545,0.56,0.4270084697910785,0.08854261546482917,46,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,lbfgs -0.5829073429107666,0.05484173447274279,0.009113693237304687,0.005094605209717546,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.7142857142857143,0.5714285714285714,0.75,0.8333333333333334,0.7777777777777778,0.7293650793650793,0.08803444205626698,1,0.3333333333333333,0.26666666666666666,0.2,0.3333333333333333,0.4666666666666667,0.32,0.08844332774281066,64,0.4545454545454545,0.36363636363636365,0.31578947368421056,0.47619047619047616,0.5833333333333334,0.43869902027796764,0.09307734667942481,33,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,sgd -0.2510868549346924,0.07543142662238489,0.006135129928588867,0.004218618728644412,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.5,0.8,0.8333333333333334,0.7,0.6916666666666667,0.12087642909645832,6,0.3333333333333333,0.2,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.32,0.08844332774281066,64,0.43478260869565216,0.28571428571428575,0.4,0.47619047619047616,0.56,0.43133747412008283,0.09029491303331323,39,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,adam -0.0761387825012207,0.009115588623095857,0.008462142944335938,0.005118955843778323,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.5,0.8,0.7142857142857143,0.7,0.6678571428571429,0.10066108017115896,11,0.3333333333333333,0.2,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.32,0.08844332774281066,64,0.43478260869565216,0.28571428571428575,0.4,0.4545454545454545,0.56,0.4270084697910785,0.08854261546482917,46,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,lbfgs -1.4261502742767334,0.5094493044400986,0.008297538757324219,0.005786632600696634,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.058823529411764705,0.1076923076923077,0.2553191489361702,0.4,0.21739130434782608,0.20784525807761373,0.11958798538426972,94,0.2,0.4666666666666667,0.8,0.5333333333333333,1.0,0.6,0.2764858847110363,3,0.0909090909090909,0.17500000000000004,0.3870967741935484,0.4571428571428572,0.3571428571428571,0.29345831587767074,0.1376045579601726,89,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,sgd -0.28046631813049316,0.05509583501838739,0.010613298416137696,0.005587527565324009,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.4,0.8,0.8333333333333334,0.7,0.6716666666666666,0.15452435981999013,8,0.3333333333333333,0.13333333333333333,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.30666666666666664,0.10832051206181281,79,0.43478260869565216,0.2,0.4,0.47619047619047616,0.56,0.41419461697722565,0.1196723717272752,60,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,adam -0.09279818534851074,0.008182695160845833,0.012405014038085938,0.006885874813493355,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.5,0.8,0.7142857142857143,0.7,0.6678571428571429,0.10066108017115896,11,0.3333333333333333,0.2,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.32,0.08844332774281066,64,0.43478260869565216,0.28571428571428575,0.4,0.4545454545454545,0.56,0.4270084697910785,0.08854261546482917,46,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,lbfgs -0.7716906070709229,0.05644060158227008,0.008253765106201173,0.005519972631227627,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.7142857142857143,0.6666666666666666,0.75,0.7142857142857143,0.7,0.709047619047619,0.0268699732946017,3,0.3333333333333333,0.26666666666666666,0.2,0.3333333333333333,0.4666666666666667,0.32,0.08844332774281066,64,0.4545454545454545,0.3809523809523809,0.31578947368421056,0.4545454545454545,0.56,0.4331665527455001,0.08185906993339931,36,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,sgd -0.2772271156311035,0.029202352586637944,0.008832597732543945,0.006114371942502758,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5555555555555556,0.3333333333333333,0.8,0.8333333333333334,0.7,0.6444444444444445,0.18311434732846815,26,0.3333333333333333,0.13333333333333333,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.30666666666666664,0.10832051206181281,79,0.4166666666666667,0.19047619047619044,0.4,0.47619047619047616,0.56,0.4086666666666667,0.1226437423122137,66,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,adam -0.14917054176330566,0.04972471747646098,0.00877552032470703,0.00617353848064268,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5384615384615384,0.5714285714285714,0.4666666666666667,0.3333333333333333,0.4,0.461978021978022,0.0874549776542478,71,0.4666666666666667,0.5333333333333333,0.4666666666666667,0.3333333333333333,0.5333333333333333,0.4666666666666667,0.07302967433402216,14,0.5,0.5517241379310344,0.4666666666666667,0.3333333333333333,0.4571428571428572,0.46177339901477826,0.07224215516311559,16,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,lbfgs -0.921662425994873,0.13491003123251424,0.008571434020996093,0.005730940250808427,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,sgd -0.8618761539459229,0.08406760855437821,0.009729814529418946,0.005102464121675039,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.5714285714285714,0.0,0.0,0.0,0.23928571428571427,0.29355317982906454,93,0.3333333333333333,0.26666666666666666,0.0,0.0,0.0,0.12,0.1484737163421339,100,0.43478260869565216,0.36363636363636365,0.0,0.0,0.0,0.15968379446640318,0.19686175388171862,100,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,adam -0.14918861389160157,0.03864781354973819,0.007837390899658203,0.005391174407155736,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5714285714285714,0.42857142857142855,0.35714285714285715,0.4375,0.4117647058823529,0.441281512605042,0.07080205959748298,81,0.5333333333333333,0.4,0.3333333333333333,0.4666666666666667,0.4666666666666667,0.44000000000000006,0.06798692684790379,26,0.5517241379310344,0.4137931034482759,0.3448275862068965,0.45161290322580644,0.43749999999999994,0.43989154616240267,0.06688486148698937,31,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,lbfgs -0.12370772361755371,0.0765122715509408,0.006116914749145508,0.004515086573665471,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0945945945945946,0.25,0.06891891891891892,0.09767195134914947,102,0.0,0.0,0.0,0.9333333333333333,0.06666666666666667,0.2,0.3675746333890726,97,0.0,0.0,0.0,0.17177914110429449,0.10526315789473685,0.05540845979980626,0.0710463491554178,102,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,sgd -0.7481983184814454,0.08224969706598974,0.010158729553222657,0.005559498602373073,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6363636363636364,0.75,0.6666666666666666,0.75,0.0,0.5606060606060606,0.28390397890454594,49,0.4666666666666667,0.2,0.13333333333333333,0.4,0.0,0.24000000000000005,0.17178798302300166,95,0.5384615384615385,0.31578947368421056,0.2222222222222222,0.5217391304347827,0.0,0.3196424729605508,0.2002007511307894,87,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,adam -0.1531536102294922,0.0384876534562576,0.0036098480224609373,0.0001915423110706309,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5333333333333333,0.35,0.5,0.3684210526315789,0.5238095238095238,0.45511278195488725,0.07926753712155012,77,0.5333333333333333,0.4666666666666667,0.4666666666666667,0.4666666666666667,0.7333333333333333,0.5333333333333334,0.10327955589886442,5,0.5333333333333333,0.4,0.4827586206896552,0.4117647058823529,0.611111111111111,0.48779355420329057,0.07847870515887428,5,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,lbfgs -1.0237056255340575,0.21437530851115605,0.00790266990661621,0.005350694175158834,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,sgd -0.8064454078674317,0.14377569835573403,0.010249614715576172,0.0053692591714755294,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.0,0.5555555555555556,0.6666666666666666,0.75,0.0,0.3944444444444445,0.32791899029719346,88,0.0,0.3333333333333333,0.13333333333333333,0.4,0.0,0.17333333333333334,0.16653327995729064,99,0.0,0.4166666666666667,0.2222222222222222,0.5217391304347827,0.0,0.2321256038647343,0.2125060316976905,92,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,adam -0.13400092124938964,0.017641267939812764,0.010394287109375,0.005113259397499309,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6363636363636364,0.375,0.5454545454545454,0.36363636363636365,0.4,0.46409090909090905,0.10810539699526628,69,0.4666666666666667,0.4,0.4,0.26666666666666666,0.5333333333333333,0.4133333333333333,0.08844332774281066,32,0.5384615384615385,0.38709677419354843,0.4615384615384615,0.30769230769230765,0.4571428571428572,0.4303863878057427,0.07783884182088627,40,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,lbfgs -1.8284579277038575,0.08751392139705434,0.010645389556884766,0.005737982418465261,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.5,1.0,1.0,1.0,0.7,0.4,4,0.0,0.06666666666666667,0.13333333333333333,0.13333333333333333,0.13333333333333333,0.09333333333333334,0.05333333333333333,101,0.0,0.11764705882352941,0.23529411764705882,0.23529411764705882,0.23529411764705882,0.16470588235294117,0.09411764705882353,98,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,sgd -0.7248782157897949,0.11418603802552821,0.003855276107788086,0.00030211178617547784,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5454545454545454,0.5555555555555556,0.6666666666666666,0.6666666666666666,0.7,0.6268686868686869,0.06360781787201429,32,0.4,0.3333333333333333,0.13333333333333333,0.4,0.4666666666666667,0.3466666666666667,0.11469767022723504,57,0.4615384615384615,0.4166666666666667,0.2222222222222222,0.5,0.56,0.4320854700854701,0.11499766201525617,38,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,adam -0.13083863258361816,0.020975614776675314,0.012213993072509765,0.004493546620433759,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5333333333333333,0.4375,0.5833333333333334,0.38461538461538464,0.391304347826087,0.46601727982162766,0.07914042389438622,68,0.5333333333333333,0.4666666666666667,0.4666666666666667,0.3333333333333333,0.6,0.48,0.08844332774281066,12,0.5333333333333333,0.45161290322580644,0.5185185185185186,0.3571428571428571,0.47368421052631576,0.4668583645493663,0.06229639124810183,13,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,lbfgs -0.9903178691864014,0.5549954506259965,0.007753896713256836,0.0050033634457468746,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",1.0,0.0,0.0,0.0,0.0,0.2,0.4000000000000001,95,0.06666666666666667,0.0,0.0,0.0,0.0,0.013333333333333332,0.026666666666666665,103,0.125,0.0,0.0,0.0,0.0,0.025,0.05000000000000001,103,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,sgd -0.7833208084106446,0.059302576827061436,0.010109424591064453,0.005154387641750843,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.5555555555555556,0.6666666666666666,0.75,0.6363636363636364,0.6417171717171717,0.06563604963068172,27,0.4,0.3333333333333333,0.13333333333333333,0.4,0.4666666666666667,0.3466666666666667,0.11469767022723504,57,0.48,0.4166666666666667,0.2222222222222222,0.5217391304347827,0.5384615384615385,0.4358179115570421,0.11476943462437676,35,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,adam -0.16726212501525878,0.010975128486593854,0.010991764068603516,0.006184210031782374,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.7272727272727273,0.38461538461538464,0.7142857142857143,0.35714285714285715,0.34782608695652173,0.5062285540546411,0.175645072817082,59,0.5333333333333333,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.4133333333333333,0.09797958971132713,32,0.6153846153846153,0.3571428571428571,0.4545454545454545,0.3448275862068965,0.4210526315789474,0.43859062897175416,0.09720442291151656,34,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,lbfgs -1.9405839443206787,0.17884755730844287,0.008339881896972656,0.005396921157186086,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.5,1.0,1.0,1.0,0.7,0.4,4,0.0,0.06666666666666667,0.13333333333333333,0.13333333333333333,0.13333333333333333,0.09333333333333334,0.05333333333333333,101,0.0,0.11764705882352941,0.23529411764705882,0.23529411764705882,0.23529411764705882,0.16470588235294117,0.09411764705882353,98,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,sgd -0.8030209064483642,0.07279166536637165,0.0060940742492675785,0.004078243358523394,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5833333333333334,0.5454545454545454,0.6666666666666666,0.75,0.7,0.649090909090909,0.0750304498946034,24,0.4666666666666667,0.4,0.13333333333333333,0.4,0.4666666666666667,0.37333333333333335,0.12364824660660939,51,0.5185185185185186,0.4615384615384615,0.2222222222222222,0.5217391304347827,0.56,0.45680366654279697,0.12142956227166493,19,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,adam -1.2521751880645753,0.3514109173215916,0.008633995056152343,0.005370473784851355,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.35294117647058826,0.5454545454545454,0.4375,0.47058823529411764,0.4612967914438503,0.0647673118490247,74,0.26666666666666666,0.4,0.4,0.4666666666666667,0.5333333333333333,0.4133333333333334,0.08844332774281066,30,0.3478260869565218,0.37500000000000006,0.4615384615384615,0.45161290322580644,0.5,0.42719549034415805,0.05674507512531752,44,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,lbfgs -0.6568730354309082,0.04037243315386234,0.012050151824951172,0.005545367172175722,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,sgd -2.8708444595336915,0.45784563394699135,0.008067560195922852,0.006597987600093914,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5625,0.5,0.8333333333333334,0.42857142857142855,0.6470588235294118,0.5942927170868347,0.1394920191460451,44,0.6,0.4666666666666667,0.3333333333333333,0.4,0.7333333333333333,0.5066666666666666,0.1436043948569201,6,0.5806451612903225,0.4827586206896552,0.47619047619047616,0.4137931034482759,0.6875,0.528177472323746,0.09590185598246148,2,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,adam -0.8816793441772461,0.20415425171003415,0.009039783477783203,0.005498636882974643,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4,0.2727272727272727,0.3333333333333333,0.38461538461538464,0.3684210526315789,0.35181940866151395,0.04532076996407171,91,0.26666666666666666,0.4,0.13333333333333333,0.3333333333333333,0.4666666666666667,0.32,0.11469767022723504,64,0.32,0.3243243243243243,0.19047619047619044,0.3571428571428571,0.4117647058823529,0.3207416155651449,0.07292834857392445,86,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,lbfgs -0.9542330265045166,0.2414697695560197,0.006712913513183594,0.004934274816086114,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,sgd -2.464968776702881,0.3066564882247643,0.009439516067504882,0.005886092079727071,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.47058823529411764,0.5333333333333333,0.8333333333333334,0.5,0.6428571428571429,0.5960224089635855,0.13220735401239395,43,0.5333333333333333,0.5333333333333333,0.3333333333333333,0.4,0.6,0.48,0.09797958971132713,12,0.5,0.5333333333333333,0.47619047619047616,0.4444444444444445,0.6206896551724138,0.5149315818281336,0.060358357291130316,3,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,adam -1.0510616302490234,0.1904911201653775,0.008943414688110352,0.005561683452001105,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6363636363636364,0.3684210526315789,0.3,0.21428571428571427,0.5,0.40381408065618596,0.14918582933646662,86,0.4666666666666667,0.4666666666666667,0.2,0.2,0.7333333333333333,0.4133333333333333,0.19955506062794354,32,0.5384615384615385,0.4117647058823529,0.24,0.20689655172413796,0.5945945945945945,0.39834347813252474,0.15495307908887151,71,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,lbfgs -0.9364952087402344,0.048310843591414694,0.01038970947265625,0.005030749714184205,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,sgd -2.7249947071075438,0.46946814365015194,0.010455799102783204,0.005658340947960561,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5294117647058824,0.5,0.8333333333333334,0.46153846153846156,0.6875,0.6023567119155355,0.13872795002035757,40,0.6,0.4666666666666667,0.3333333333333333,0.4,0.7333333333333333,0.5066666666666666,0.1436043948569201,6,0.5625,0.4827586206896552,0.47619047619047616,0.42857142857142855,0.7096774193548386,0.5319395889612798,0.09872829672704109,1,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,adam -0.14066715240478517,0.05580923183427248,0.01039900779724121,0.005338781416272323,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3333333333333333,0.5,0.42857142857142855,0.4444444444444444,0.5,0.4412698412698413,0.0611883659282425,82,0.3333333333333333,0.6,0.2,0.5333333333333333,0.6666666666666666,0.4666666666666666,0.17384539747207062,15,0.3333333333333333,0.5454545454545454,0.27272727272727276,0.4848484848484848,0.5714285714285715,0.4415584415584416,0.11811123274656248,30,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,lbfgs -0.7151239395141602,0.055597445022995094,0.010582971572875976,0.005679839510750641,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5454545454545454,0.5555555555555556,0.6666666666666666,0.6,0.6363636363636364,0.6008080808080808,0.04629040672669626,41,0.4,0.3333333333333333,0.13333333333333333,0.2,0.4666666666666667,0.30666666666666664,0.12364824660660939,79,0.4615384615384615,0.4166666666666667,0.2222222222222222,0.3,0.5384615384615385,0.38777777777777783,0.11322047725636263,76,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,sgd -0.8464220046997071,0.07826466675021425,0.007746267318725586,0.0051188867222729355,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.4166666666666667,0.5,0.8333333333333334,0.6,0.6923076923076923,0.6084615384615384,0.1457520342561617,38,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.4,0.6,0.3866666666666667,0.11469767022723501,45,0.3703703703703704,0.3478260869565218,0.47619047619047616,0.48,0.6428571428571429,0.4634488152749022,0.1045522375219013,15,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,adam -0.16195693016052246,0.06794297661560264,0.008156299591064453,0.005578777148005246,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4666666666666667,0.2857142857142857,0.5,0.5,0.25,0.4004761904761905,0.10954865142701876,87,0.4666666666666667,0.4,0.4666666666666667,0.4,0.3333333333333333,0.4133333333333334,0.0498887651569859,30,0.4666666666666667,0.3333333333333333,0.4827586206896552,0.4444444444444445,0.28571428571428575,0.40258347016967705,0.07841050915346269,69,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,lbfgs -0.224493408203125,0.2509331470821001,0.005794382095336914,0.004043964049396543,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.06329113924050633,0.38095238095238093,0.06299212598425197,0.06870229007633588,0.28846153846153844,0.1728798949430027,0.13534494172408318,96,0.3333333333333333,0.5333333333333333,0.5333333333333333,0.6,1.0,0.6,0.21908902300206645,3,0.10638297872340426,0.4444444444444444,0.11267605633802817,0.12328767123287672,0.44776119402985076,0.24691046895372087,0.1627329925945058,91,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,sgd -0.9366830825805664,0.08253383272172951,0.008206510543823242,0.005266806848845906,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.5,0.8333333333333334,0.45454545454545453,0.7142857142857143,0.6004329004329005,0.14741896534279758,42,0.4,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.6666666666666666,0.4,0.1398411797560202,39,0.4444444444444445,0.3478260869565218,0.47619047619047616,0.3846153846153846,0.689655172413793,0.468546312924124,0.11928640721013632,11,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,adam -0.12024297714233398,0.025802903408200305,0.005570840835571289,0.004109899967360068,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.7,0.46153846153846156,0.5,0.45454545454545453,0.4666666666666667,0.5165501165501165,0.09304513417187019,56,0.4666666666666667,0.4,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.4,0.059628479399994404,39,0.56,0.42857142857142855,0.4,0.3846153846153846,0.4666666666666667,0.44797069597069605,0.06259635613360336,23,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,lbfgs -0.7566936016082764,0.05130751180643973,0.007832145690917969,0.0048669167604679636,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5555555555555556,0.5,0.6666666666666666,0.5714285714285714,0.5555555555555556,0.5698412698412698,0.054154673362641195,48,0.3333333333333333,0.3333333333333333,0.13333333333333333,0.26666666666666666,0.3333333333333333,0.27999999999999997,0.077746025264604,90,0.4166666666666667,0.4,0.2222222222222222,0.36363636363636365,0.4166666666666667,0.36383838383838385,0.0734091213128818,80,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,sgd -0.7857039451599122,0.13118530785698235,0.0064544200897216795,0.004927817591936084,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.5555555555555556,0.8,0.6666666666666666,0.5882352941176471,0.6220915032679739,0.10403652128721291,35,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.6666666666666666,0.4,0.1520233900132184,39,0.4827586206896552,0.4166666666666667,0.4,0.3809523809523809,0.625,0.46107553366174053,0.08884084061655789,17,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,adam -0.09162797927856445,0.0075823050416045056,0.006583595275878906,0.004454548700440439,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6153846153846154,0.4666666666666667,0.3333333333333333,0.4,0.36363636363636365,0.4358041958041959,0.10019184926622365,83,0.5333333333333333,0.4666666666666667,0.26666666666666666,0.5333333333333333,0.5333333333333333,0.4666666666666666,0.10327955589886445,15,0.5714285714285715,0.4666666666666667,0.2962962962962963,0.4571428571428572,0.43243243243243246,0.4447933647933648,0.08817210313554608,28,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,lbfgs -0.8068104743957519,0.04919781337230194,0.012765216827392577,0.004239655195304459,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5454545454545454,0.4444444444444444,0.6666666666666666,0.6666666666666666,0.6363636363636364,0.5919191919191918,0.08609000304106067,45,0.4,0.26666666666666666,0.13333333333333333,0.4,0.4666666666666667,0.33333333333333337,0.1192569587999888,60,0.4615384615384615,0.33333333333333337,0.2222222222222222,0.5,0.5384615384615385,0.4111111111111111,0.11695356227758855,63,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,sgd -4.87681565284729,0.2593426772555276,0.0038862228393554688,0.0004036235156988821,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.7,0.42857142857142855,0.5714285714285714,0.4166666666666667,0.4117647058823529,0.5056862745098039,0.1138176828231193,60,0.4666666666666667,0.4,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.3866666666666666,0.07774602526460402,47,0.56,0.4137931034482759,0.36363636363636365,0.3703703703703704,0.43749999999999994,0.42905996749100195,0.07095677578839132,42,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,adam -0.10104007720947265,0.014510297708280096,0.011205959320068359,0.00947594787315946,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4090909090909091,0.3888888888888889,0.8,0.5384615384615384,0.34782608695652173,0.49685348467957163,0.16443650980287017,63,0.6,0.4666666666666667,0.26666666666666666,0.4666666666666667,0.5333333333333333,0.4666666666666666,0.11155467020454339,15,0.4864864864864865,0.42424242424242425,0.4,0.5,0.4210526315789474,0.4463563084615716,0.03941137932984304,25,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,lbfgs -0.3907266616821289,0.20341684687519646,0.008817911148071289,0.005908147047954407,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.03260869565217391,0.05,0.29411764705882354,0.16666666666666666,0.208955223880597,0.15046964665165224,0.09828835932190302,97,0.2,0.26666666666666666,0.3333333333333333,0.4,0.9333333333333333,0.42666666666666675,0.2619584360585133,28,0.056074766355140186,0.08421052631578949,0.3125,0.23529411764705882,0.34146341463414637,0.205908564990427,0.11649973546321925,94,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,sgd -4.631278610229492,0.31189453379453114,0.0038724899291992187,0.0002745829253881442,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5384615384615384,0.3076923076923077,0.625,0.5,0.4,0.47423076923076923,0.110241799866792,66,0.4666666666666667,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.4,0.3866666666666666,0.07774602526460402,47,0.5,0.28571428571428575,0.43478260869565216,0.4827586206896552,0.4000000000000001,0.4206511030199186,0.07614158308864943,56,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,adam -0.09912219047546386,0.012285333038205407,0.011456775665283202,0.005596061482518492,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42857142857142855,0.29411764705882354,0.6,0.5625,0.38095238095238093,0.45322829131652664,0.11369274911265909,78,0.4,0.3333333333333333,0.4,0.6,0.5333333333333333,0.4533333333333333,0.09797958971132713,21,0.4137931034482759,0.3125,0.48,0.5806451612903225,0.4444444444444444,0.4462765418366086,0.08734631190902094,26,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,lbfgs -1.0318411827087401,0.05533265807876596,0.008617782592773437,0.005582961419894205,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6,0.4444444444444444,0.6666666666666666,0.75,0.5833333333333334,0.6088888888888888,0.1010194945127174,37,0.4,0.26666666666666666,0.13333333333333333,0.4,0.4666666666666667,0.33333333333333337,0.1192569587999888,60,0.48,0.33333333333333337,0.2222222222222222,0.5217391304347827,0.5185185185185186,0.4151626409017714,0.11846257588902116,59,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,sgd -4.841600656509399,0.38961818868401366,0.008666324615478515,0.0057825569295754465,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.4375,0.5714285714285714,0.5333333333333333,0.4117647058823529,0.5108053221288515,0.0739203546040251,58,0.4,0.4666666666666667,0.26666666666666666,0.5333333333333333,0.4666666666666667,0.42666666666666664,0.09043106644167025,29,0.48,0.45161290322580644,0.36363636363636365,0.5333333333333333,0.43749999999999994,0.4532165200391007,0.05551620228618127,21,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,adam -0.3229649066925049,0.04655362354491559,0.011793041229248047,0.006529905050511804,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.35294117647058826,0.6,0.35294117647058826,0.3888888888888889,0.4722875816993464,0.13381790710176328,67,0.4,0.4,0.2,0.4,0.4666666666666667,0.37333333333333335,0.09043106644167025,51,0.5,0.37500000000000006,0.3,0.37500000000000006,0.42424242424242425,0.3948484848484849,0.06588627260874336,72,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,lbfgs -1.178157138824463,0.11126141926695571,0.005957841873168945,0.0036277815119799745,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5454545454545454,0.625,0.6666666666666666,0.75,0.6153846153846154,0.6405011655011654,0.06720061816945325,29,0.4,0.3333333333333333,0.13333333333333333,0.4,0.5333333333333333,0.36,0.13063945294843618,54,0.4615384615384615,0.43478260869565216,0.2222222222222222,0.5217391304347827,0.5714285714285715,0.44234219886393805,0.11987127457876805,29,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,sgd -5.607603216171265,0.5786961923154754,0.017470741271972658,0.021351724527476162,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.4117647058823529,0.5,0.42857142857142855,0.4,0.4480672268907563,0.04336460153229425,79,0.4666666666666667,0.4666666666666667,0.2,0.4,0.4,0.3866666666666666,0.09797958971132711,47,0.4827586206896552,0.43749999999999994,0.28571428571428575,0.4137931034482759,0.4000000000000001,0.4039532019704433,0.06546537170426726,68,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,adam -0.2863440990447998,0.02916334893884108,0.008274459838867187,0.004914818542529623,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5454545454545454,0.2631578947368421,0.7142857142857143,0.2777777777777778,0.5882352941176471,0.47778224527450536,0.17820140623861647,64,0.4,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.6666666666666666,0.4133333333333333,0.12927146286443544,32,0.4615384615384615,0.29411764705882354,0.4545454545454545,0.303030303030303,0.625,0.4276463732346086,0.12180293419266162,43,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,lbfgs -2.7919909000396728,1.7608609915097015,0.0063190460205078125,0.004073724560606765,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.16666666666666666,0.17857142857142858,0.5714285714285714,0.10067114093959731,0.22033898305084745,0.2475353581314223,0.16643997330474491,92,1.0,1.0,0.26666666666666666,1.0,0.8666666666666667,0.8266666666666665,0.28472208672083493,1,0.2857142857142857,0.30303030303030304,0.36363636363636365,0.18292682926829268,0.3513513513513513,0.2973318266001193,0.0641410071487723,88,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,sgd -6.302378749847412,0.5664944525942552,0.00803675651550293,0.00798714425093664,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.4,0.6666666666666666,0.4666666666666667,0.3125,0.5025000000000001,0.1426826315054966,61,0.5333333333333333,0.4,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.39999999999999997,0.09428090415820635,44,0.5925925925925926,0.4000000000000001,0.3809523809523809,0.4666666666666667,0.3225806451612903,0.4325584570745861,0.09229588704337557,37,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,adam -0.28635430335998535,0.031758480291925836,0.011533021926879883,0.006058230270585338,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.3333333333333333,0.25,0.4,0.42857142857142855,0.3823809523809524,0.08509831582357591,90,0.4,0.4666666666666667,0.13333333333333333,0.26666666666666666,0.4,0.3333333333333333,0.11925695879998878,62,0.4444444444444445,0.3888888888888889,0.1739130434782609,0.32,0.4137931034482759,0.34820789605197405,0.09632467688736954,84,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,lbfgs -1.648768377304077,0.13181285156881867,0.011150550842285157,0.005683379308339682,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5454545454545454,0.5,0.75,0.6,0.6666666666666666,0.6124242424242424,0.08848484848484849,36,0.4,0.2,0.2,0.4,0.5333333333333333,0.3466666666666667,0.12927146286443544,57,0.4615384615384615,0.28571428571428575,0.31578947368421056,0.48,0.5925925925925926,0.4271269627059101,0.11291781584320168,45,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,sgd -6.203609991073608,0.3903370602624827,0.006731891632080078,0.00455912616627693,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5454545454545454,0.42105263157894735,0.5714285714285714,0.5,0.45,0.4975871496924128,0.05634134230985479,62,0.4,0.5333333333333333,0.26666666666666666,0.4666666666666667,0.6,0.4533333333333333,0.11469767022723501,21,0.4615384615384615,0.47058823529411764,0.36363636363636365,0.4827586206896552,0.5142857142857143,0.45856147908886247,0.050704979800644784,18,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,adam -0.28440074920654296,0.08860119344011522,0.008983659744262695,0.00467197177976029,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42857142857142855,0.4666666666666667,0.42857142857142855,0.3684210526315789,0.34782608695652173,0.40801133267952494,0.043532832134665335,85,0.4,0.4666666666666667,0.4,0.4666666666666667,0.5333333333333333,0.4533333333333333,0.04988876515698587,21,0.4137931034482759,0.4666666666666667,0.4137931034482759,0.4117647058823529,0.4210526315789474,0.4254140422049037,0.020867188334071946,55,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,lbfgs -1.1097103595733642,0.2170732794767877,0.007613849639892578,0.004593477243492693,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.625,0.8,0.5,0.6666666666666666,0.42857142857142855,0.604047619047619,0.1299040287648632,39,0.3333333333333333,0.26666666666666666,0.13333333333333333,0.4,0.2,0.26666666666666666,0.09428090415820635,92,0.43478260869565216,0.4,0.2105263157894737,0.5,0.27272727272727276,0.36360723944247975,0.1064765597476159,81,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,sgd -0.9914687633514404,0.27042894867073747,0.016423988342285156,0.003045647006794178,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.3888888888888889,0.4,0.8,0.5714285714285714,0.6923076923076923,0.5705250305250307,0.1609727111634763,47,0.4666666666666667,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.6,0.37333333333333335,0.13727506854649332,51,0.42424242424242425,0.32,0.4,0.36363636363636365,0.6428571428571429,0.4301471861471861,0.11202261990911096,41,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,adam -0.32273011207580565,0.1252775302387423,0.008802986145019532,0.005233565997852442,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6363636363636364,0.4,0.4166666666666667,0.375,0.4666666666666667,0.458939393939394,0.09364371845195832,76,0.4666666666666667,0.4,0.3333333333333333,0.6,0.4666666666666667,0.4533333333333333,0.08844332774281066,21,0.5384615384615385,0.4000000000000001,0.3703703703703704,0.4615384615384615,0.4666666666666667,0.4474074074074075,0.05838429222424598,24,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,lbfgs -0.19307823181152345,0.056394595985950965,0.010609722137451172,0.005311870168733394,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.05263157894736842,0.16279069767441862,0.088,0.24444444444444444,0.10067114093959731,0.12970757240116576,0.06750168545841223,100,0.13333333333333333,0.4666666666666667,0.7333333333333333,0.7333333333333333,1.0,0.6133333333333333,0.29333333333333333,2,0.07547169811320754,0.24137931034482765,0.15714285714285717,0.36666666666666664,0.18292682926829268,0.20471747230717036,0.09696832286996246,95,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,sgd -0.8887941360473632,0.2090715267342479,0.008200836181640626,0.005653379824158107,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.42857142857142855,0.4444444444444444,0.8,0.5,0.7,0.5746031746031747,0.1485666801574661,46,0.2,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.30666666666666664,0.09043106644167025,79,0.27272727272727276,0.33333333333333337,0.4,0.4,0.56,0.39321212121212124,0.09592957318750855,73,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,adam -0.2546844959259033,0.08674791598976224,0.005894804000854492,0.004804361628133786,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4,0.35294117647058826,0.375,0.3333333333333333,0.47368421052631576,0.3869917440660474,0.04871810050707464,89,0.26666666666666666,0.4,0.4,0.3333333333333333,0.6,0.4,0.11155467020454339,39,0.32,0.37500000000000006,0.38709677419354843,0.3333333333333333,0.5294117647058824,0.3889683744465528,0.0745316828109899,75,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,lbfgs -0.913409423828125,0.15318473155341833,0.00614018440246582,0.005078898238412587,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.4,0.6666666666666666,0.5,0.5,0.5466666666666666,0.10456258094238745,50,0.13333333333333333,0.13333333333333333,0.13333333333333333,0.2,0.3333333333333333,0.18666666666666668,0.077746025264604,98,0.2222222222222222,0.2,0.2222222222222222,0.28571428571428575,0.4,0.26603174603174606,0.07284728639625888,90,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,sgd -1.1037679672241212,0.2663570926500299,0.013435554504394532,0.0049456319837794345,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.36363636363636365,0.5,0.6666666666666666,0.7142857142857143,0.42857142857142855,0.5346320346320346,0.13520084182399522,51,0.26666666666666666,0.4,0.26666666666666666,0.3333333333333333,0.2,0.29333333333333333,0.0679869268479038,88,0.30769230769230765,0.4444444444444445,0.3809523809523809,0.4545454545454545,0.27272727272727276,0.3720723720723721,0.07229470548140889,79,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,adam -0.14599275588989258,0.016606348521913793,0.0036210060119628907,6.172870195434525e-05,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6428571428571429,0.4444444444444444,0.46153846153846156,0.35714285714285715,0.4666666666666667,0.4745299145299146,0.09300486123463751,65,0.6,0.5333333333333333,0.4,0.3333333333333333,0.4666666666666667,0.4666666666666666,0.09428090415820632,15,0.6206896551724138,0.4848484848484848,0.42857142857142855,0.3448275862068965,0.4666666666666667,0.4691207642931781,0.08979928197669644,9,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,lbfgs -0.8927385807037354,0.04319868692948345,0.005797767639160156,0.004699828093400782,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6,0.5,0.6666666666666666,1.0,0.5714285714285714,0.6676190476190476,0.17458470320765307,20,0.2,0.2,0.13333333333333333,0.3333333333333333,0.26666666666666666,0.22666666666666666,0.06798692684790379,96,0.3,0.28571428571428575,0.2222222222222222,0.5,0.36363636363636365,0.3343145743145743,0.09425030617839894,85,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,sgd -3.8333787441253664,0.22526329969796927,0.012330913543701172,0.007095258443152363,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.42857142857142855,0.4,0.7142857142857143,0.35714285714285715,0.4117647058823529,0.4623529411764705,0.12816203288516276,70,0.4,0.4,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.3866666666666666,0.0498887651569859,47,0.4137931034482759,0.4000000000000001,0.4545454545454545,0.3448275862068965,0.43749999999999994,0.4101332288401253,0.037688963701409374,64,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,adam -0.12920742034912108,0.013275749974023273,0.005827760696411133,0.003933318292387827,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5333333333333333,0.4444444444444444,0.42857142857142855,0.47058823529411764,0.35,0.4453874883286648,0.059585218684468436,80,0.5333333333333333,0.5333333333333333,0.4,0.5333333333333333,0.4666666666666667,0.49333333333333335,0.05333333333333332,9,0.5333333333333333,0.4848484848484848,0.4137931034482759,0.5,0.4,0.4663949843260188,0.05123636041588972,14,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,lbfgs -0.2825779914855957,0.12941962399606788,0.010798406600952149,0.005993840989178496,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.05785123966942149,0.07857142857142857,0.2916666666666667,0.07142857142857142,0.09259259259259259,0.11842209978573615,0.08734545230808358,101,0.4666666666666667,0.7333333333333333,0.4666666666666667,0.4666666666666667,0.3333333333333333,0.49333333333333335,0.13063945294843615,9,0.10294117647058823,0.14193548387096772,0.35897435897435903,0.12389380530973451,0.14492753623188404,0.1745344721715067,0.09343170090212927,97,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,sgd -3.6557019710540772,0.42758303938674364,0.007832622528076172,0.005227218463898988,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5333333333333333,0.5,0.7142857142857143,0.38461538461538464,0.5,0.5264468864468864,0.10662635594620401,53,0.5333333333333333,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.43999999999999995,0.09043106644167025,27,0.5333333333333333,0.4827586206896552,0.4545454545454545,0.3571428571428571,0.5161290322580646,0.468781859593873,0.062080495276565166,10,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,adam -0.14393582344055175,0.011169177847200281,0.006456422805786133,0.003954097193633717,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.35294117647058826,0.45454545454545453,0.4,0.35,0.41149732620320856,0.058358884386916846,84,0.3333333333333333,0.4,0.3333333333333333,0.4,0.4666666666666667,0.3866666666666667,0.0498887651569859,45,0.4,0.37500000000000006,0.3846153846153846,0.4000000000000001,0.4,0.39192307692307693,0.010348941574672092,74,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,lbfgs -1.0377368927001953,0.08597837587239258,0.01627664566040039,0.0015048638295797427,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.6666666666666666,0.6666666666666666,1.0,0.5555555555555556,0.6777777777777777,0.17356110390903676,7,0.26666666666666666,0.26666666666666666,0.13333333333333333,0.26666666666666666,0.3333333333333333,0.2533333333333333,0.06531972647421808,93,0.3478260869565218,0.3809523809523809,0.2222222222222222,0.4210526315789474,0.4166666666666667,0.3577439976753478,0.0727777571475354,82,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,sgd -3.9939995288848875,0.3001794828861882,0.0075451374053955075,0.005778485237106957,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.4117647058823529,0.6666666666666666,0.3333333333333333,0.5,0.515686274509804,0.13408094899826475,57,0.5333333333333333,0.4666666666666667,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.4133333333333333,0.09797958971132713,32,0.5925925925925926,0.43749999999999994,0.3809523809523809,0.3333333333333333,0.4827586206896552,0.44542738551359234,0.08925935859372452,27,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,adam -0.24678173065185546,0.032666254808364756,0.008730792999267578,0.0049519618327701995,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5625,0.35294117647058826,0.4666666666666667,0.3888888888888889,0.5333333333333333,0.46086601307189545,0.08055197595090671,75,0.6,0.4,0.4666666666666667,0.4666666666666667,0.5333333333333333,0.49333333333333335,0.06798692684790378,9,0.5806451612903225,0.37500000000000006,0.4666666666666667,0.42424242424242425,0.5333333333333333,0.47597751710654934,0.0737626953474431,8,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,lbfgs -1.5799831867218017,0.15569396606768593,0.01573033332824707,0.00199895586033245,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.7142857142857143,0.6666666666666666,0.75,0.7142857142857143,0.7272727272727273,0.7145021645021645,0.027245227666769824,2,0.3333333333333333,0.4,0.2,0.3333333333333333,0.5333333333333333,0.36,0.1083205120618128,54,0.4545454545454545,0.5,0.31578947368421056,0.4545454545454545,0.6153846153846153,0.46805299963194696,0.09620426676127472,12,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,sgd -3.200379180908203,0.27375554290951526,0.006414604187011719,0.004254225587376943,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.4666666666666667,0.5454545454545454,0.38461538461538464,0.5333333333333333,0.5193473193473193,0.09328250783539126,55,0.5333333333333333,0.4666666666666667,0.4,0.3333333333333333,0.5333333333333333,0.4533333333333333,0.077746025264604,21,0.5925925925925926,0.4666666666666667,0.4615384615384615,0.3571428571428571,0.5333333333333333,0.4822547822547822,0.07887788012776285,6,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,adam -0.3369181156158447,0.02624056373966035,0.013320398330688477,0.007054130727851987,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5384615384615384,0.45,0.5,0.4375,0.38095238095238093,0.46138278388278386,0.05403966809394105,73,0.4666666666666667,0.6,0.4666666666666667,0.4666666666666667,0.5333333333333333,0.5066666666666666,0.053333333333333316,6,0.5,0.5142857142857143,0.4827586206896552,0.45161290322580644,0.4444444444444444,0.4786203365291241,0.02699491666910018,7,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,lbfgs -0.5002044677734375,0.28756352481382214,0.008135604858398437,0.004575896280948641,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.08333333333333333,0.0,0.0,0.07216494845360824,0.06153846153846154,0.04340734866508063,0.036106001959834065,103,0.8,0.0,0.0,0.4666666666666667,0.5333333333333333,0.36,0.31439536326804257,54,0.1509433962264151,0.0,0.0,0.125,0.1103448275862069,0.07725764476252439,0.06440678763629219,101,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,sgd -3.3291438102722166,0.23959258466379532,0.00847921371459961,0.00564501291710582,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6363636363636364,0.5,0.5,0.42857142857142855,0.5333333333333333,0.5196536796536796,0.06764149263596182,54,0.4666666666666667,0.4666666666666667,0.2,0.4,0.5333333333333333,0.4133333333333333,0.11469767022723501,32,0.5384615384615385,0.4827586206896552,0.28571428571428575,0.4137931034482759,0.5333333333333333,0.4508121763294177,0.09395791886290336,22,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,adam -0.3459305763244629,0.06370108715217782,0.015552473068237305,0.006760869824833987,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6153846153846154,0.35,0.6,0.29411764705882354,0.45,0.46190045248868783,0.12918457734359554,72,0.5333333333333333,0.4666666666666667,0.4,0.3333333333333333,0.6,0.4666666666666666,0.09428090415820632,15,0.5714285714285715,0.4,0.48,0.3125,0.5142857142857143,0.4556428571428571,0.09058100445097163,20,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,lbfgs -2.093655824661255,0.20658459796997414,0.008365964889526368,0.004146239100105439,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.375,0.5,0.6666666666666666,1.0,0.6666666666666666,0.6416666666666666,0.2101586702153082,28,0.2,0.2,0.13333333333333333,0.3333333333333333,0.4,0.2533333333333333,0.09797958971132713,93,0.26086956521739135,0.28571428571428575,0.2222222222222222,0.5,0.5,0.3537612146307799,0.12110599843285595,83,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,sgd -1.9881877899169922,0.36320281291325496,0.0042308330535888675,0.0009807276725508221,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6153846153846154,0.4117647058823529,0.75,0.35294117647058826,0.5333333333333333,0.5326847662141779,0.142123196960997,52,0.5333333333333333,0.4666666666666667,0.4,0.4,0.5333333333333333,0.4666666666666666,0.059628479399994376,15,0.5714285714285715,0.43749999999999994,0.5217391304347827,0.37500000000000006,0.5333333333333333,0.4878002070393375,0.07137621029178137,4,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,adam -0.0010463237762451173,4.864150385195924e-05,0.0036370277404785155,0.0001678479259618094,{},0.5,0.5333333333333333,0.375,0.5789473684210527,0.5384615384615384,0.5051484480431848,0.06973600998950552,1,0.3333333333333333,0.5333333333333333,0.4,0.7333333333333333,0.4666666666666667,0.49333333333333335,0.13727506854649332,1,0.4,0.5333333333333333,0.38709677419354843,0.6470588235294117,0.5,0.4934977862112587,0.09515582290716197,1,GaussianNB,,,,,,,,,,, -0.009071540832519532,0.0007670158827952595,0.004923582077026367,0.0004615330230491313,"{'gamma': 'scale', 'kernel': 'linear'}",0.5,1.0,0.6,0.6,0.75,0.6900000000000001,0.17435595774162696,1,0.13333333333333333,0.13333333333333333,0.2,0.4,0.2,0.21333333333333332,0.09797958971132713,5,0.2105263157894737,0.23529411764705882,0.3,0.48,0.31578947368421056,0.30832198142414863,0.09433495850678332,3,SVC,scale,linear,,,,,,,,, -0.006291913986206055,0.0004151372451564082,0.0061015129089355465,0.0009200676773861706,"{'gamma': 'scale', 'kernel': 'poly'}",0.5,0.0,0.5,0.6,0.75,0.47000000000000003,0.25219040425836986,5,0.2,0.0,0.2,0.4,0.4,0.24000000000000005,0.14966629547095767,3,0.28571428571428575,0.0,0.28571428571428575,0.48,0.5217391304347827,0.3146335403726709,0.18488142292403895,1,SVC,scale,poly,,,,,,,,, -0.006453037261962891,0.0004912739873394679,0.007188987731933594,0.0006589142554162261,"{'gamma': 'scale', 'kernel': 'rbf'}",0.5,0.5,0.0,1.0,0.6,0.52,0.31874754901018454,4,0.13333333333333333,0.06666666666666667,0.0,0.26666666666666666,0.2,0.13333333333333336,0.09428090415820635,8,0.2105263157894737,0.11764705882352941,0.0,0.4210526315789474,0.3,0.2098452012383901,0.1451016445360774,8,SVC,scale,rbf,,,,,,,,, -0.004590559005737305,0.00028466353252728425,0.004701566696166992,0.000245686355893436,"{'gamma': 'scale', 'kernel': 'sigmoid'}",0.4666666666666667,0.5714285714285714,0.0,0.3333333333333333,0.35714285714285715,0.3457142857142857,0.19255060883168157,7,0.4666666666666667,0.26666666666666666,0.0,0.26666666666666666,0.3333333333333333,0.26666666666666666,0.1520233900132184,1,0.4666666666666667,0.36363636363636365,0.0,0.2962962962962963,0.3448275862068965,0.29428538256124465,0.1572814739240081,5,SVC,scale,sigmoid,,,,,,,,, -0.008496570587158202,0.0005128433049068994,0.013150453567504883,0.005730841576055143,"{'gamma': 'auto', 'kernel': 'linear'}",0.5,1.0,0.6,0.6,0.75,0.6900000000000001,0.17435595774162696,1,0.13333333333333333,0.13333333333333333,0.2,0.4,0.2,0.21333333333333332,0.09797958971132713,5,0.2105263157894737,0.23529411764705882,0.3,0.48,0.31578947368421056,0.30832198142414863,0.09433495850678332,3,SVC,auto,linear,,,,,,,,, -0.009695911407470703,0.005923920621370877,0.009285354614257812,0.006625142337970985,"{'gamma': 'auto', 'kernel': 'poly'}",0.5,0.0,0.5,0.6,0.75,0.47000000000000003,0.25219040425836986,5,0.2,0.0,0.2,0.4,0.4,0.24000000000000005,0.14966629547095767,3,0.28571428571428575,0.0,0.28571428571428575,0.48,0.5217391304347827,0.3146335403726709,0.18488142292403895,1,SVC,auto,poly,,,,,,,,, -0.021156978607177735,0.010940550888474149,0.007901382446289063,0.0008171516294694322,"{'gamma': 'auto', 'kernel': 'rbf'}",0.6,0.5,0.0,1.0,0.6,0.54,0.32,3,0.2,0.06666666666666667,0.0,0.26666666666666666,0.2,0.14666666666666667,0.09797958971132713,7,0.3,0.11764705882352941,0.0,0.4210526315789474,0.3,0.22773993808049536,0.14953177055384884,7,SVC,auto,rbf,,,,,,,,, -0.007967805862426758,0.004803654854084364,0.006428575515747071,0.003375965018468357,"{'gamma': 'auto', 'kernel': 'sigmoid'}",0.47058823529411764,0.5714285714285714,0.0,0.2,0.35714285714285715,0.31983193277310923,0.20202603482887035,8,0.5333333333333333,0.26666666666666666,0.0,0.13333333333333333,0.3333333333333333,0.2533333333333333,0.1808621328833405,2,0.5,0.36363636363636365,0.0,0.16,0.3448275862068965,0.27369278996865204,0.17446991303020068,6,SVC,auto,sigmoid,,,,,,,,, -0.0023548126220703123,0.0002067187470819122,0.0037455081939697264,0.00017054882061409924,"{'criterion': 'gini', 'splitter': 'best'}",0.3684210526315789,0.5454545454545454,0.42857142857142855,0.4444444444444444,0.36363636363636365,0.4301055669476722,0.06593402479184232,3,0.4666666666666667,0.4,0.6,0.5333333333333333,0.26666666666666666,0.4533333333333333,0.11469767022723501,3,0.4117647058823529,0.4615384615384615,0.5,0.4848484848484848,0.30769230769230765,0.4331687919923214,0.06949031901225483,3,DecisionTreeClassifier,,,gini,best,,,,,,, -0.0011179447174072266,0.00015149079743923937,0.0037964344024658202,0.000224712089756502,"{'criterion': 'gini', 'splitter': 'random'}",0.375,0.3888888888888889,0.16666666666666666,0.42857142857142855,0.3684210526315789,0.3455096073517126,0.09182640494678532,4,0.4,0.4666666666666667,0.13333333333333333,0.4,0.4666666666666667,0.37333333333333335,0.12364824660660939,4,0.38709677419354843,0.42424242424242425,0.14814814814814814,0.4137931034482759,0.4117647058823529,0.35700903118294997,0.10513903619366056,4,DecisionTreeClassifier,,,gini,random,,,,,,, -0.0027907848358154296,0.0006218987946886672,0.003859806060791016,0.0001446426709345411,"{'criterion': 'entropy', 'splitter': 'best'}",0.45454545454545453,0.6363636363636364,0.35,0.5384615384615384,0.5,0.4958741258741258,0.09439844572778622,1,0.6666666666666666,0.4666666666666667,0.4666666666666667,0.4666666666666667,0.5333333333333333,0.52,0.07774602526460399,1,0.5405405405405405,0.5384615384615385,0.4,0.5,0.5161290322580646,0.4990262222520287,0.051726646584167965,1,DecisionTreeClassifier,,,entropy,best,,,,,,, -0.0011564731597900391,2.2878048560209466e-05,0.0038732051849365234,0.0002714708778841361,"{'criterion': 'entropy', 'splitter': 'random'}",0.36363636363636365,0.5625,0.47619047619047616,0.4375,0.375,0.4429653679653679,0.07257367083139857,2,0.26666666666666666,0.6,0.6666666666666666,0.4666666666666667,0.4,0.48,0.14236104336041747,2,0.30769230769230765,0.5806451612903225,0.5555555555555556,0.45161290322580644,0.38709677419354843,0.45652054039150813,0.10218458083864121,2,DecisionTreeClassifier,,,entropy,random,,,,,,, -0.3104349136352539,0.02114182463461569,0.02959160804748535,0.00570015209887747,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'sqrt'}",0.75,0.7272727272727273,0.5714285714285714,0.6153846153846154,0.8,0.6928171828171829,0.08564603072879809,1,0.4,0.5333333333333333,0.26666666666666666,0.5333333333333333,0.26666666666666666,0.4,0.11925695879998878,1,0.5217391304347827,0.6153846153846153,0.36363636363636365,0.5714285714285715,0.4,0.4944377361768667,0.09729191899018745,1,RandomForestClassifier,,,gini,,balanced,sqrt,,,,, -0.3322655200958252,0.02403191134909701,0.02989230155944824,0.005504431344171346,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'log2'}",0.7142857142857143,0.75,0.5,0.5625,0.7142857142857143,0.6482142857142857,0.09839269509968508,4,0.3333333333333333,0.4,0.3333333333333333,0.6,0.3333333333333333,0.39999999999999997,0.10327955589886445,2,0.4545454545454545,0.5217391304347827,0.4,0.5806451612903225,0.4545454545454545,0.48229504016320285,0.06251581435516666,3,RandomForestClassifier,,,gini,,balanced,log2,,,,, -0.3677567481994629,0.003800167111179919,0.030580949783325196,0.006384273397647776,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.8,0.625,0.5,0.5625,0.5714285714285714,0.6117857142857142,0.1021303688669436,7,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.6,0.26666666666666666,0.36,0.12364824660660938,6,0.4,0.43478260869565216,0.4,0.5806451612903225,0.36363636363636365,0.4358128267244677,0.07583142544471196,7,RandomForestClassifier,,,entropy,,balanced,sqrt,,,,, -0.37431640625,0.0120051297065446,0.03592624664306641,0.009100455899977593,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'log2'}",0.8571428571428571,0.7272727272727273,0.5,0.5714285714285714,0.6,0.6511688311688311,0.12652736953064372,3,0.4,0.5333333333333333,0.3333333333333333,0.5333333333333333,0.2,0.39999999999999997,0.12649110640673517,2,0.5454545454545455,0.6153846153846153,0.4,0.5517241379310344,0.3,0.48251265975403895,0.11534823472446692,2,RandomForestClassifier,,,entropy,,balanced,log2,,,,, -0.46689658164978026,0.00996620906837372,0.033939027786254884,0.0051891449482990406,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'sqrt'}",0.8,0.6666666666666666,0.625,0.5333333333333333,0.6,0.645,0.08875684637129568,5,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.5333333333333333,0.2,0.31999999999999995,0.11469767022723501,8,0.4,0.3809523809523809,0.43478260869565216,0.5333333333333333,0.3,0.4098136645962732,0.07598536618691144,8,RandomForestClassifier,,,gini,,balanced_subsample,sqrt,,,,, -0.47930073738098145,0.00859516471256209,0.031209611892700197,0.008025207149135644,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'log2'}",0.6666666666666666,0.7142857142857143,0.5555555555555556,0.5625,0.8,0.6598015873015873,0.09274273918455163,2,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.6,0.26666666666666666,0.36,0.12364824660660938,6,0.3809523809523809,0.4545454545454545,0.4166666666666667,0.5806451612903225,0.4,0.4465619326909649,0.07128590688031981,6,RandomForestClassifier,,,gini,,balanced_subsample,log2,,,,, -0.4580972671508789,0.023210525666200906,0.022816181182861328,0.007410315718401606,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.7142857142857143,0.7,0.5,0.5333333333333333,0.6666666666666666,0.6228571428571428,0.08869934439523848,6,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.5333333333333333,0.26666666666666666,0.3866666666666666,0.09797958971132713,5,0.4545454545454545,0.56,0.4,0.5333333333333333,0.3809523809523809,0.4657662337662337,0.07083757288580225,4,RandomForestClassifier,,,entropy,,balanced_subsample,sqrt,,,,, -0.30543012619018556,0.05949888462671351,0.013456344604492188,0.00034584243355392205,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'log2'}",0.6,0.7,0.5,0.5714285714285714,0.6,0.5942857142857142,0.06426983930972566,8,0.4,0.4666666666666667,0.3333333333333333,0.5333333333333333,0.2,0.38666666666666666,0.11469767022723501,4,0.48,0.56,0.4,0.5517241379310344,0.3,0.4583448275862068,0.09797920136497798,5,RandomForestClassifier,,,entropy,,balanced_subsample,log2,,,,, -0.010357427597045898,0.0013705639070267963,0.0035162448883056642,0.00034642553951384764,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,1.0,0.5,0.6428571428571429,0.6666666666666666,0.6819047619047619,0.1689610777812117,15,0.2,0.2,0.26666666666666666,0.6,0.26666666666666666,0.30666666666666664,0.14966629547095764,66,0.3,0.33333333333333337,0.3478260869565218,0.6206896551724138,0.3809523809523809,0.39656029128292997,0.11504272194095859,62,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,lbfgs -0.4177691459655762,0.06372933523248997,0.00905914306640625,0.004849566364542148,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.75,0.6,0.6666666666666666,0.6666666666666666,0.6366666666666666,0.08326663997864532,34,0.13333333333333333,0.2,0.2,0.5333333333333333,0.26666666666666666,0.2666666666666667,0.1398411797560202,91,0.2105263157894737,0.31578947368421056,0.3,0.5925925925925926,0.3809523809523809,0.35997215260373155,0.128401920100688,82,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,sgd -0.4251335620880127,0.08037584808453639,0.005724620819091797,0.004073445330791959,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.75,0.5,0.6923076923076923,0.8,0.6684615384615384,0.10731803093289409,26,0.2,0.2,0.26666666666666666,0.6,0.26666666666666666,0.30666666666666664,0.14966629547095764,66,0.3,0.31578947368421056,0.3478260869565218,0.6428571428571429,0.4,0.40129454069957504,0.125526684496382,57,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,adam -0.012053585052490235,0.004219918472593823,0.00568995475769043,0.004473011420427729,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,1.0,0.5,0.6428571428571429,0.6666666666666666,0.6819047619047619,0.1689610777812117,15,0.2,0.2,0.26666666666666666,0.6,0.26666666666666666,0.30666666666666664,0.14966629547095764,66,0.3,0.33333333333333337,0.3478260869565218,0.6206896551724138,0.3809523809523809,0.39656029128292997,0.11504272194095859,62,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,lbfgs -0.49517135620117186,0.19868061196589895,0.007979393005371094,0.005096014326285922,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.12173913043478261,0.11428571428571428,0.1111111111111111,0.00980392156862745,0.08088235294117647,0.08756444606828238,0.04129825710694768,99,0.9333333333333333,0.5333333333333333,0.4666666666666667,0.06666666666666667,0.7333333333333333,0.5466666666666667,0.2902872140943632,5,0.2153846153846154,0.18823529411764706,0.1794871794871795,0.017094017094017092,0.1456953642384106,0.14917929406437394,0.0696932447077157,97,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,sgd -0.48451814651489256,0.07990212754202555,0.010074663162231445,0.00527819037646246,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.75,0.5,0.6923076923076923,0.8,0.6817948717948716,0.10199328335132513,23,0.26666666666666666,0.2,0.26666666666666666,0.6,0.26666666666666666,0.32,0.14236104336041747,62,0.3809523809523809,0.31578947368421056,0.3478260869565218,0.6428571428571429,0.4,0.41748501689005124,0.11629901503842735,43,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,adam -0.02088484764099121,0.0010020997683565748,0.005602645874023438,0.004026355550999073,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,1.0,0.5,0.6428571428571429,0.6666666666666666,0.6819047619047619,0.1689610777812117,15,0.2,0.2,0.26666666666666666,0.6,0.26666666666666666,0.30666666666666664,0.14966629547095764,66,0.3,0.33333333333333337,0.3478260869565218,0.6206896551724138,0.3809523809523809,0.39656029128292997,0.11504272194095859,62,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,lbfgs -0.6215559959411621,0.09354186978931994,0.007613182067871094,0.0048867023143608175,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,1.0,0.5714285714285714,0.7142857142857143,0.6666666666666666,0.7238095238095238,0.14568627181693672,3,0.26666666666666666,0.2,0.26666666666666666,0.6666666666666666,0.26666666666666666,0.3333333333333333,0.16865480854231354,60,0.3809523809523809,0.33333333333333337,0.36363636363636365,0.689655172413793,0.3809523809523809,0.42970592625765036,0.13113374143120987,37,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,sgd -0.4929209232330322,0.06922820743333355,0.010150146484375,0.005236018961473551,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.6666666666666666,0.5,0.6923076923076923,0.6666666666666666,0.6251282051282051,0.06964548152354855,41,0.2,0.13333333333333333,0.26666666666666666,0.6,0.26666666666666666,0.29333333333333333,0.16110727964792762,83,0.3,0.2222222222222222,0.3478260869565218,0.6428571428571429,0.3809523809523809,0.37877156659765354,0.14241925935659266,78,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,adam -0.032532548904418944,0.00620921215518073,0.00363774299621582,0.0004429238027975037,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,1.0,0.5,0.6428571428571429,0.6666666666666666,0.6819047619047619,0.1689610777812117,15,0.2,0.2,0.26666666666666666,0.6,0.26666666666666666,0.30666666666666664,0.14966629547095764,66,0.3,0.33333333333333337,0.3478260869565218,0.6206896551724138,0.3809523809523809,0.39656029128292997,0.11504272194095859,62,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,lbfgs -0.4980721950531006,0.05142709923441089,0.007987880706787109,0.005238624624819134,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.75,0.5714285714285714,0.6923076923076923,0.625,0.6277472527472527,0.08787774054296596,39,0.13333333333333333,0.2,0.26666666666666666,0.6,0.3333333333333333,0.3066666666666667,0.16110727964792762,64,0.2105263157894737,0.31578947368421056,0.36363636363636365,0.6428571428571429,0.43478260869565216,0.3935183809325686,0.14442532227834037,71,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,sgd -0.37868728637695315,0.06070814706258152,0.00809173583984375,0.005253454362599422,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6,1.0,0.5,0.6923076923076923,0.8,0.7184615384615384,0.17225273848958036,4,0.2,0.2,0.26666666666666666,0.6,0.26666666666666666,0.30666666666666664,0.14966629547095764,66,0.3,0.33333333333333337,0.3478260869565218,0.6428571428571429,0.4,0.4048033126293996,0.12331325510452544,49,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,adam -0.02953991889953613,0.0038949728519228114,0.012462329864501954,0.004475720164709106,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,1.0,0.5,0.6428571428571429,0.8,0.7085714285714285,0.17487021426399266,11,0.2,0.2,0.26666666666666666,0.6,0.26666666666666666,0.30666666666666664,0.14966629547095764,66,0.3,0.33333333333333337,0.3478260869565218,0.6206896551724138,0.4,0.4003698150924538,0.11477787393990076,58,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,lbfgs -0.44968419075012206,0.1877819464042482,0.007899665832519531,0.004952376394471515,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.17391304347826086,0.07407407407407407,0.10714285714285714,0.029850746268656716,0.275,0.13199614419276978,0.08557273353415908,97,0.8,0.13333333333333333,0.8,0.13333333333333333,0.7333333333333333,0.52,0.31664912232101117,6,0.2857142857142857,0.09523809523809523,0.1889763779527559,0.048780487804878044,0.4,0.20374184934200298,0.12746830931171285,93,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,sgd -0.3651376724243164,0.03743334687310567,0.010211181640625,0.004936728878526531,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6,1.0,0.5,0.6923076923076923,0.8,0.7184615384615384,0.17225273848958036,4,0.2,0.2,0.26666666666666666,0.6,0.26666666666666666,0.30666666666666664,0.14966629547095764,66,0.3,0.33333333333333337,0.3478260869565218,0.6428571428571429,0.4,0.4048033126293996,0.12331325510452544,49,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,adam -0.036233043670654295,0.005215719662877827,0.007889795303344726,0.0049948601401708335,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,1.0,0.5,0.6428571428571429,0.6666666666666666,0.6819047619047619,0.1689610777812117,15,0.2,0.2,0.26666666666666666,0.6,0.26666666666666666,0.30666666666666664,0.14966629547095764,66,0.3,0.33333333333333337,0.3478260869565218,0.6206896551724138,0.3809523809523809,0.39656029128292997,0.11504272194095859,62,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,lbfgs -0.6342967987060547,0.051534731753305384,0.010704326629638671,0.00569208207205894,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.6666666666666666,0.6666666666666666,0.7142857142857143,1.0,0.7095238095238094,0.16246402008792363,10,0.13333333333333333,0.13333333333333333,0.26666666666666666,0.6666666666666666,0.26666666666666666,0.29333333333333333,0.19595917942265423,83,0.2105263157894737,0.2222222222222222,0.3809523809523809,0.689655172413793,0.4210526315789474,0.38488174459136343,0.17382091418512194,75,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,sgd -0.38170466423034666,0.034573949836657826,0.00867319107055664,0.005652545551936091,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6,1.0,0.5,0.6923076923076923,0.8,0.7184615384615384,0.17225273848958036,4,0.2,0.2,0.26666666666666666,0.6,0.26666666666666666,0.30666666666666664,0.14966629547095764,66,0.3,0.33333333333333337,0.3478260869565218,0.6428571428571429,0.4,0.4048033126293996,0.12331325510452544,49,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,adam -0.07218542098999023,0.004457286124081641,0.01235513687133789,0.004329547216735135,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,1.0,0.5,0.6428571428571429,0.6666666666666666,0.6819047619047619,0.1689610777812117,15,0.2,0.2,0.26666666666666666,0.6,0.26666666666666666,0.30666666666666664,0.14966629547095764,66,0.3,0.33333333333333337,0.3478260869565218,0.6206896551724138,0.3809523809523809,0.39656029128292997,0.11504272194095859,62,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,lbfgs -0.5342724323272705,0.04905223850908647,0.008752107620239258,0.005735395874023884,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.75,0.5714285714285714,0.6923076923076923,0.7142857142857143,0.6456043956043956,0.09433923530257035,31,0.13333333333333333,0.2,0.26666666666666666,0.6,0.3333333333333333,0.3066666666666667,0.16110727964792762,64,0.2105263157894737,0.31578947368421056,0.36363636363636365,0.6428571428571429,0.4545454545454545,0.39747095010252903,0.1457647569076042,61,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,sgd -0.250975513458252,0.06104038668058974,0.011452436447143555,0.005172625165424589,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6,1.0,0.5,0.6923076923076923,0.8,0.7184615384615384,0.17225273848958036,4,0.2,0.2,0.26666666666666666,0.6,0.26666666666666666,0.30666666666666664,0.14966629547095764,66,0.3,0.33333333333333337,0.3478260869565218,0.6428571428571429,0.4,0.4048033126293996,0.12331325510452544,49,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,adam -0.0717698097229004,0.009486637717712227,0.008363771438598632,0.005538073127339748,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,1.0,0.5,0.6428571428571429,0.6666666666666666,0.6819047619047619,0.1689610777812117,15,0.2,0.2,0.26666666666666666,0.6,0.26666666666666666,0.30666666666666664,0.14966629547095764,66,0.3,0.33333333333333337,0.3478260869565218,0.6206896551724138,0.3809523809523809,0.39656029128292997,0.11504272194095859,62,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,lbfgs -2.138215684890747,0.5350100974394015,0.011340856552124023,0.005954618835678618,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.19230769230769232,0.0625,0.2222222222222222,0.0547945205479452,0.03571428571428571,0.11350774415842908,0.07762618673692097,98,0.6666666666666666,0.2,0.13333333333333333,0.26666666666666666,0.06666666666666667,0.26666666666666666,0.21081851067789195,92,0.29850746268656714,0.09523809523809523,0.16666666666666669,0.09090909090909091,0.046511627906976744,0.13956658868147934,0.08830448324006973,100,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,sgd -0.272246789932251,0.03396363038252686,0.010706663131713867,0.0055494729154525945,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6,1.0,0.5,0.6923076923076923,0.8,0.7184615384615384,0.17225273848958036,4,0.2,0.2,0.26666666666666666,0.6,0.26666666666666666,0.30666666666666664,0.14966629547095764,66,0.3,0.33333333333333337,0.3478260869565218,0.6428571428571429,0.4,0.4048033126293996,0.12331325510452544,49,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,adam -0.08141670227050782,0.012006135490100319,0.012504816055297852,0.0069807467467477395,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,1.0,0.5,0.6428571428571429,0.6666666666666666,0.6819047619047619,0.1689610777812117,15,0.2,0.2,0.26666666666666666,0.6,0.26666666666666666,0.30666666666666664,0.14966629547095764,66,0.3,0.33333333333333337,0.3478260869565218,0.6206896551724138,0.3809523809523809,0.39656029128292997,0.11504272194095859,62,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,lbfgs -0.8245820045471192,0.15555799109754068,0.010932540893554688,0.009172291221269675,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.5,0.5,0.6666666666666666,0.8,0.5933333333333334,0.12183777921664711,45,0.13333333333333333,0.13333333333333333,0.26666666666666666,0.5333333333333333,0.26666666666666666,0.26666666666666666,0.1460593486680443,92,0.2105263157894737,0.2105263157894737,0.3478260869565218,0.5925925925925926,0.4,0.35229426222561233,0.14158770487399822,84,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,sgd -0.26895928382873535,0.03823967828399511,0.01091623306274414,0.005459383906044385,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6,1.0,0.5,0.6923076923076923,0.8,0.7184615384615384,0.17225273848958036,4,0.2,0.2,0.26666666666666666,0.6,0.26666666666666666,0.30666666666666664,0.14966629547095764,66,0.3,0.33333333333333337,0.3478260869565218,0.6428571428571429,0.4,0.4048033126293996,0.12331325510452544,49,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,adam -0.1429203987121582,0.05409042260928742,0.008255767822265624,0.004802590492215721,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.45454545454545453,0.5555555555555556,0.35294117647058826,0.46153846153846156,0.38095238095238093,0.4411066058124882,0.07083544194896733,74,0.3333333333333333,0.3333333333333333,0.4,0.4,0.5333333333333333,0.4,0.07302967433402216,45,0.3846153846153846,0.4166666666666667,0.37500000000000006,0.42857142857142855,0.4444444444444444,0.4098595848595849,0.026248970543170245,46,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,lbfgs -0.8863535404205323,0.23356921613152778,0.009743070602416993,0.006965347221786879,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,sgd -0.8735833644866944,0.14689088223344854,0.004072952270507813,0.00044959097641066113,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.0,0.6666666666666666,0.0,0.0,0.26666666666666666,0.3265986323710904,92,0.26666666666666666,0.0,0.26666666666666666,0.0,0.0,0.10666666666666666,0.13063945294843618,101,0.3809523809523809,0.0,0.3809523809523809,0.0,0.0,0.15238095238095234,0.18662778992633733,96,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,adam -0.15117096900939941,0.04199372882762989,0.009840726852416992,0.00688890807135971,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42857142857142855,0.5833333333333334,0.2727272727272727,0.35714285714285715,0.4,0.40835497835497836,0.10209161682183132,83,0.4,0.4666666666666667,0.4,0.3333333333333333,0.5333333333333333,0.42666666666666664,0.06798692684790379,27,0.4137931034482759,0.5185185185185186,0.3243243243243243,0.3448275862068965,0.4571428571428572,0.41172127792817453,0.07153468586411518,45,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,lbfgs -0.21809587478637696,0.16139283575282307,0.006682538986206054,0.005006630265089586,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.1,0.0,0.0,0.10067114093959731,0.040134228187919466,0.04915464831911692,102,0.0,1.0,0.0,0.0,1.0,0.4,0.48989794855663565,45,0.0,0.18181818181818182,0.0,0.0,0.18292682926829268,0.0729490022172949,0.08934460418327012,102,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,sgd -0.9018534183502197,0.11204364815331617,0.015145969390869141,0.002975185127529207,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.0,0.6,0.6666666666666666,0.7,0.0,0.3933333333333333,0.3227658249842721,87,0.0,0.2,0.26666666666666666,0.4666666666666667,0.0,0.18666666666666668,0.1758787461103056,98,0.0,0.3,0.3809523809523809,0.56,0.0,0.24819047619047616,0.21942294966343484,89,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,adam -0.23446388244628907,0.059478340255057355,0.008717679977416992,0.005378876050676276,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3333333333333333,0.3,0.3,0.45,0.45454545454545453,0.36757575757575756,0.0702324619703517,90,0.26666666666666666,0.2,0.4,0.6,0.6666666666666666,0.42666666666666664,0.18184242262647807,27,0.2962962962962963,0.24,0.34285714285714286,0.5142857142857143,0.5405405405405405,0.3867959387959388,0.11963352051004335,73,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,lbfgs -1.130987548828125,0.1604064572347321,0.00861668586730957,0.006054105300389704,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,sgd -0.899378776550293,0.12311022085872039,0.011398077011108398,0.005863606498080847,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.0,1.0,0.8,0.7272727272727273,0.0,0.5054545454545455,0.4222568252216665,63,0.0,0.13333333333333333,0.26666666666666666,0.5333333333333333,0.0,0.18666666666666668,0.19955506062794354,98,0.0,0.23529411764705882,0.4,0.6153846153846153,0.0,0.25013574660633486,0.2371590554880147,88,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,adam -0.1983943462371826,0.027840751776664462,0.004109811782836914,0.00047808513409842827,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4666666666666667,0.46153846153846156,0.3076923076923077,0.5,0.6363636363636364,0.4744522144522144,0.10478954543558762,67,0.4666666666666667,0.4,0.26666666666666666,0.4666666666666667,0.4666666666666667,0.4133333333333334,0.07774602526460402,36,0.4666666666666667,0.42857142857142855,0.28571428571428575,0.4827586206896552,0.5384615384615385,0.44043450802071493,0.08505037942544012,33,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,lbfgs -1.8114875316619874,0.13735587196812005,0.009461402893066406,0.006817805260129213,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,1.0,1.0,0.6666666666666666,1.0,0.7333333333333333,0.38873012632302,2,0.0,0.06666666666666667,0.13333333333333333,0.13333333333333333,0.06666666666666667,0.08,0.049888765156985884,103,0.0,0.125,0.23529411764705882,0.2222222222222222,0.125,0.1415032679738562,0.08471146747906787,99,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,sgd -0.7309308052062988,0.10174775974601447,0.006522846221923828,0.005064914622680068,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.6,0.5,0.6666666666666666,0.6666666666666666,0.6199999999999999,0.06531972647421806,42,0.26666666666666666,0.2,0.26666666666666666,0.6666666666666666,0.4,0.36,0.1665332799572906,54,0.3809523809523809,0.3,0.3478260869565218,0.6666666666666666,0.5,0.43908902691511387,0.1315722462975458,34,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,adam -0.14455370903015136,0.012474981707754993,0.010336637496948242,0.005425700812590325,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.375,0.4166666666666667,0.35294117647058826,0.6,0.4166666666666667,0.4322549019607843,0.08739930769179906,80,0.4,0.3333333333333333,0.4,0.6,0.3333333333333333,0.4133333333333334,0.09797958971132711,36,0.38709677419354843,0.3703703703703704,0.37500000000000006,0.6,0.3703703703703704,0.4205675029868578,0.08992464872838625,41,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,lbfgs -1.832122802734375,1.4456730571508396,0.013976526260375977,0.007637396790177269,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.08275862068965517,0.0,0.0,0.016551724137931035,0.03310344827586207,103,0.0,0.0,0.8,0.0,0.0,0.16,0.32,100,0.0,0.0,0.15,0.0,0.0,0.03,0.060000000000000005,103,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,sgd -0.7330246448516846,0.10345086378826128,0.011685609817504883,0.006496453299173401,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.6,0.5714285714285714,0.6666666666666666,0.6666666666666666,0.6342857142857142,0.040674583817262126,36,0.26666666666666666,0.2,0.26666666666666666,0.6666666666666666,0.4,0.36,0.1665332799572906,54,0.3809523809523809,0.3,0.36363636363636365,0.6666666666666666,0.5,0.44225108225108223,0.12951483868278763,30,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,adam -0.14020853042602538,0.013944130453235594,0.008080244064331055,0.005370353608703536,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.26666666666666666,0.5,0.3684210526315789,0.3888888888888889,0.6428571428571429,0.4333667502088555,0.12830538275850525,79,0.26666666666666666,0.26666666666666666,0.4666666666666667,0.4666666666666667,0.6,0.4133333333333334,0.12927146286443544,36,0.26666666666666666,0.3478260869565218,0.4117647058823529,0.42424242424242425,0.6206896551724138,0.4142379077840759,0.11740215690307722,44,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,lbfgs -2.060158634185791,0.12526910470062913,0.011716604232788086,0.005974958832370464,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,1.0,0.75,0.6666666666666666,1.0,0.6833333333333333,0.3666666666666667,14,0.0,0.13333333333333333,0.2,0.13333333333333333,0.06666666666666667,0.10666666666666666,0.0679869268479038,101,0.0,0.23529411764705882,0.31578947368421056,0.2222222222222222,0.125,0.17966116271069832,0.1083543839497427,94,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,sgd -0.7942924499511719,0.08363115051690334,0.010200929641723634,0.007558145487025524,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.6,0.5714285714285714,0.6666666666666666,0.6666666666666666,0.6342857142857142,0.040674583817262126,36,0.26666666666666666,0.2,0.26666666666666666,0.6666666666666666,0.4,0.36,0.1665332799572906,54,0.3809523809523809,0.3,0.36363636363636365,0.6666666666666666,0.5,0.44225108225108223,0.12951483868278763,30,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,adam -0.8037283897399903,0.16085143218807219,0.010886192321777344,0.0052846332711369995,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4117647058823529,0.4666666666666667,0.35294117647058826,0.42857142857142855,0.26666666666666666,0.3853221288515406,0.06973419594725556,89,0.4666666666666667,0.4666666666666667,0.4,0.6,0.26666666666666666,0.44000000000000006,0.1083205120618128,23,0.43749999999999994,0.4666666666666667,0.37500000000000006,0.5,0.26666666666666666,0.4091666666666667,0.08225975119502044,47,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,lbfgs -0.5972332954406738,0.061207730654827826,0.008872604370117188,0.005830193677789111,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,sgd -5.23464617729187,4.339421443240668,0.009780120849609376,0.007065987668024977,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.875,0.5,0.5454545454545454,0.5384615384615384,0.6417832167832167,0.14571067417064854,33,0.4,0.4666666666666667,0.26666666666666666,0.4,0.4666666666666667,0.4,0.07302967433402216,45,0.5217391304347827,0.608695652173913,0.3478260869565218,0.4615384615384615,0.5,0.4879598662207358,0.08508666198441722,9,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,adam -1.1212666511535645,0.12692969650583302,0.00782604217529297,0.005293319520389001,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.4666666666666667,0.4375,0.5,0.5714285714285714,0.49511904761904757,0.044721993351620665,65,0.5333333333333333,0.4666666666666667,0.4666666666666667,0.6,0.5333333333333333,0.52,0.04988876515698587,6,0.5161290322580646,0.4666666666666667,0.45161290322580644,0.5454545454545454,0.5517241379310344,0.5063174571072235,0.040631314900229185,3,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,lbfgs -0.5748167991638183,0.12213517141667174,0.010191011428833007,0.006426154370343769,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,sgd -2.7125116348266602,0.4660159035905155,0.007121419906616211,0.0043562400875638944,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.6,0.5,0.5625,0.6,0.5725,0.03905124837953326,50,0.4,0.4,0.26666666666666666,0.6,0.6,0.4533333333333333,0.12927146286443544,17,0.48,0.48,0.3478260869565218,0.5806451612903225,0.6,0.4976942496493688,0.08992659164797588,6,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,adam -1.0924015045166016,0.2908580033440858,0.010754108428955078,0.006828077396632358,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4,0.5714285714285714,0.3333333333333333,0.35,0.5333333333333333,0.4376190476190476,0.09698867315871701,77,0.4,0.5333333333333333,0.3333333333333333,0.4666666666666667,0.5333333333333333,0.4533333333333333,0.077746025264604,17,0.4000000000000001,0.5517241379310344,0.3333333333333333,0.4,0.5333333333333333,0.44367816091954015,0.08450269527840104,27,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,lbfgs -1.0715723514556885,0.05885602921349075,0.009495067596435546,0.006116835661674583,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,sgd -2.9504019737243654,0.4721929571214545,0.007088518142700196,0.004932384439760999,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.7272727272727273,1.0,0.5714285714285714,0.6,0.5714285714285714,0.6940259740259741,0.16347879447255342,12,0.5333333333333333,0.3333333333333333,0.26666666666666666,0.6,0.5333333333333333,0.4533333333333333,0.12927146286443544,17,0.6153846153846153,0.5,0.36363636363636365,0.6,0.5517241379310344,0.5261490233904027,0.09073607894671136,1,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,adam -0.1679551601409912,0.041170428487866596,0.009053802490234375,0.00573754194514447,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.36363636363636365,0.5555555555555556,0.3157894736842105,0.38095238095238093,0.3888888888888889,0.4009645325434799,0.08135462448138532,85,0.26666666666666666,0.6666666666666666,0.4,0.5333333333333333,0.4666666666666667,0.4666666666666667,0.13333333333333333,13,0.30769230769230765,0.606060606060606,0.35294117647058826,0.4444444444444444,0.42424242424242425,0.4270761917820741,0.10207215023622737,38,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,lbfgs -0.7388452053070068,0.03860348926060596,0.010068178176879883,0.007834456721498993,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.5,0.4444444444444444,0.625,0.5,0.513888888888889,0.05957669608202005,59,0.2,0.06666666666666667,0.26666666666666666,0.6666666666666666,0.2,0.27999999999999997,0.20396078054371136,89,0.28571428571428575,0.11764705882352941,0.33333333333333337,0.6451612903225806,0.28571428571428575,0.33351405078160296,0.17221627557830652,85,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,sgd -1.1831340312957763,0.3268561599492532,0.009871864318847656,0.004451165753698975,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.5714285714285714,0.5714285714285714,0.6153846153846154,0.5454545454545454,0.5807392607392606,0.024452671342723983,49,0.4,0.26666666666666666,0.26666666666666666,0.5333333333333333,0.4,0.37333333333333335,0.09977753031397177,52,0.48,0.36363636363636365,0.36363636363636365,0.5714285714285715,0.4615384615384615,0.44804795204795206,0.07832794771947443,24,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,adam -0.3001678943634033,0.2711845011658617,0.004492950439453125,0.0006065898960550466,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.2777777777777778,0.5833333333333334,0.38095238095238093,0.4375,0.47058823529411764,0.43003034547152197,0.1007889232244055,81,0.3333333333333333,0.4666666666666667,0.5333333333333333,0.4666666666666667,0.5333333333333333,0.4666666666666667,0.07302967433402216,13,0.303030303030303,0.5185185185185186,0.4444444444444444,0.45161290322580644,0.5,0.4435212338438145,0.07565510267939785,28,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,lbfgs -0.19938969612121582,0.11304441828419046,0.003944683074951172,0.0002614543578013747,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.08888888888888889,0.1746031746031746,0.06451612903225806,0.27450980392156865,0.0916030534351145,0.13882420997620096,0.07737671422957652,96,0.5333333333333333,0.7333333333333333,0.13333333333333333,0.9333333333333333,0.8,0.6266666666666666,0.278408173570948,2,0.1523809523809524,0.28205128205128205,0.08695652173913043,0.42424242424242425,0.1643835616438356,0.22200294841152496,0.11908934576780289,91,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,sgd -1.0268731594085694,0.062398366496189336,0.008701610565185546,0.006092220127599156,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.75,0.5714285714285714,0.5882352941176471,0.7,0.6469327731092436,0.06792099657174028,30,0.3333333333333333,0.4,0.26666666666666666,0.6666666666666666,0.4666666666666667,0.42666666666666664,0.13727506854649332,27,0.43478260869565216,0.5217391304347827,0.36363636363636365,0.625,0.56,0.5010316205533597,0.092239490499556,5,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,adam -0.1637578010559082,0.060247142432316325,0.00892181396484375,0.005696025929689081,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.36363636363636365,0.36363636363636365,0.32,0.42105263157894735,0.3684210526315789,0.36734928229665076,0.03210833063163178,91,0.26666666666666666,0.26666666666666666,0.5333333333333333,0.5333333333333333,0.4666666666666667,0.4133333333333334,0.12220201853215573,36,0.30769230769230765,0.30769230769230765,0.4,0.47058823529411764,0.4117647058823529,0.3795475113122172,0.0633577239445354,77,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,lbfgs -1.0043561935424805,0.11427806348003729,0.013719558715820312,0.0088566571354131,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.8,0.3333333333333333,0.5454545454545454,0.6666666666666666,0.6024242424242424,0.15680932488529678,44,0.26666666666666666,0.26666666666666666,0.2,0.4,0.26666666666666666,0.27999999999999997,0.06531972647421809,89,0.3809523809523809,0.4,0.25,0.4615384615384615,0.3809523809523809,0.37468864468864466,0.06900620594236256,80,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,sgd -1.0207337379455566,0.15099190603219872,0.007759666442871094,0.005202480855181466,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.7,0.7777777777777778,0.5,0.6,0.5,0.6155555555555556,0.10990456016780656,43,0.4666666666666667,0.4666666666666667,0.2,0.6,0.3333333333333333,0.4133333333333334,0.13597385369580758,36,0.56,0.5833333333333334,0.28571428571428575,0.6,0.4,0.4858095238095238,0.12284621583005385,11,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,adam -0.14459376335144042,0.05358871442606805,0.011124372482299805,0.006032294207281423,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.2777777777777778,0.6666666666666666,0.3157894736842105,0.4666666666666667,0.6,0.46538011695906434,0.15245487295260288,69,0.3333333333333333,0.6666666666666666,0.4,0.4666666666666667,0.6,0.49333333333333335,0.12364824660660936,10,0.303030303030303,0.6666666666666666,0.35294117647058826,0.4666666666666667,0.6,0.4778609625668449,0.13918445538115568,14,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,lbfgs -0.8671924114227295,0.05066121157281732,0.009991121292114259,0.004977105039712784,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.8333333333333334,0.5714285714285714,0.6666666666666666,0.6666666666666666,0.6809523809523809,0.08464947064110087,24,0.26666666666666666,0.3333333333333333,0.26666666666666666,0.6666666666666666,0.4,0.3866666666666666,0.1484737163421339,50,0.3809523809523809,0.47619047619047616,0.36363636363636365,0.6666666666666666,0.5,0.4774891774891774,0.10823896015249442,15,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,sgd -4.45502986907959,0.2944094772542648,0.008562088012695312,0.005698525565345673,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.8333333333333334,0.5,0.46153846153846156,0.625,0.583974358974359,0.13635023742272473,48,0.3333333333333333,0.3333333333333333,0.4,0.4,0.6666666666666666,0.42666666666666664,0.12364824660660936,27,0.4,0.47619047619047616,0.4444444444444445,0.42857142857142855,0.6451612903225806,0.47887352790578597,0.08671276155887062,12,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,adam -0.09093198776245118,0.007053394801142118,0.012606954574584961,0.004536587739221652,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3333333333333333,0.5333333333333333,0.45454545454545453,0.5,0.42105263157894735,0.4484529505582137,0.06914072611884814,72,0.2,0.5333333333333333,0.6666666666666666,0.6,0.5333333333333333,0.5066666666666666,0.16110727964792762,8,0.25,0.5333333333333333,0.5405405405405405,0.5454545454545454,0.47058823529411764,0.46798333092450733,0.1123035873430371,18,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,lbfgs -0.4268017768859863,0.1752052123283951,0.006084346771240234,0.004081989291541169,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.04081632653061224,0.30434782608695654,0.08333333333333333,0.2727272727272727,0.12149532710280374,0.1645440171561957,0.10488625085046721,95,0.26666666666666666,0.4666666666666667,0.6,1.0,0.8666666666666667,0.64,0.265329983228432,1,0.07079646017699115,0.3684210526315789,0.14634146341463414,0.42857142857142855,0.21311475409836067,0.24544903177859867,0.134184400365312,90,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,sgd -4.526064205169678,0.20943812415529192,0.0068705081939697266,0.00462241954876786,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.6666666666666666,0.46153846153846156,0.4666666666666667,0.5384615384615384,0.5266666666666666,0.0752222217366519,54,0.4,0.26666666666666666,0.4,0.4666666666666667,0.4666666666666667,0.4000000000000001,0.07302967433402216,44,0.4444444444444445,0.3809523809523809,0.42857142857142855,0.4666666666666667,0.5,0.44412698412698415,0.039655864049846855,26,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,adam -0.10228686332702637,0.01285154781288599,0.008109378814697265,0.005305813946606331,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.45454545454545453,0.26666666666666666,0.4375,0.3684210526315789,0.40542663476873997,0.08125173534353472,84,0.4,0.3333333333333333,0.26666666666666666,0.4666666666666667,0.4666666666666667,0.3866666666666667,0.07774602526460402,48,0.4444444444444445,0.3846153846153846,0.26666666666666666,0.45161290322580644,0.4117647058823529,0.39182082096693105,0.06701877057348245,72,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,lbfgs -0.9827006816864013,0.062446568646983544,0.008984565734863281,0.006385032273356573,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.5714285714285714,0.5,0.625,0.6,0.5926190476190476,0.055880906729950705,47,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.6666666666666666,0.4,0.37333333333333335,0.155492050529208,52,0.3809523809523809,0.36363636363636365,0.3478260869565218,0.6451612903225806,0.48,0.44351522437356933,0.1108543436717395,29,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,sgd -6.2817662239074705,0.7282346702929593,0.0067387580871582035,0.004178522459981251,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5384615384615384,1.0,0.46153846153846156,0.5714285714285714,0.6428571428571429,0.6428571428571428,0.18784459940959647,32,0.4666666666666667,0.3333333333333333,0.4,0.5333333333333333,0.6,0.4666666666666667,0.09428090415820632,13,0.5,0.5,0.42857142857142855,0.5517241379310344,0.6206896551724138,0.5201970443349754,0.0637241196523366,2,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,adam -0.33382558822631836,0.06745413161437218,0.004633569717407226,0.000852866528954024,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3888888888888889,0.5714285714285714,0.3684210526315789,0.3333333333333333,0.5833333333333334,0.44908103592314114,0.10631957197823359,71,0.4666666666666667,0.5333333333333333,0.4666666666666667,0.2,0.4666666666666667,0.42666666666666664,0.11623730516108462,27,0.42424242424242425,0.5517241379310344,0.4117647058823529,0.25,0.5185185185185186,0.431249957314866,0.10527122830050306,35,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,lbfgs -1.239720344543457,0.1706677638803496,0.01659116744995117,0.007788788460530723,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.7142857142857143,0.5,0.625,0.6666666666666666,0.6345238095238095,0.0729597783144979,35,0.26666666666666666,0.3333333333333333,0.26666666666666666,0.6666666666666666,0.4,0.3866666666666666,0.1484737163421339,50,0.3809523809523809,0.4545454545454545,0.3478260869565218,0.6451612903225806,0.5,0.4656970425553875,0.10448319183029636,21,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,sgd -6.563956928253174,0.5847121022207705,0.006822443008422852,0.004955417190605559,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.4666666666666667,0.7,0.38461538461538464,0.5294117647058824,0.5,0.5161387631975867,0.10391099469636694,58,0.4666666666666667,0.4666666666666667,0.3333333333333333,0.6,0.4666666666666667,0.4666666666666667,0.08432740427115679,13,0.4666666666666667,0.56,0.3571428571428571,0.5625,0.4827586206896552,0.48581362889983587,0.07525493194732498,10,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,adam -0.4459416389465332,0.1288886657477141,0.010996818542480469,0.0076494405162680955,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.375,0.625,0.2727272727272727,0.5,0.42857142857142855,0.44025974025974024,0.11845711477926643,75,0.4,0.3333333333333333,0.4,0.6,0.4,0.42666666666666664,0.09043106644167023,27,0.38709677419354843,0.43478260869565216,0.3243243243243243,0.5454545454545454,0.4137931034482759,0.42109027122326925,0.07242431606529007,39,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,lbfgs -3.1910926342010497,2.6415982947177716,0.006676387786865234,0.004058693115419282,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.1320754716981132,0.04,0.08571428571428572,0.7142857142857143,0.0,0.19441509433962265,0.2636697958041537,93,0.4666666666666667,0.06666666666666667,0.6,0.3333333333333333,0.0,0.29333333333333333,0.22939534045447002,83,0.2058823529411765,0.05,0.15,0.4545454545454545,0.0,0.17208556149732618,0.15870218090579527,95,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,sgd -5.495427513122559,0.2563062344503206,0.006636333465576172,0.004618696366666594,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.46153846153846156,0.6666666666666666,0.42857142857142855,0.5,0.5333333333333333,0.5180219780219779,0.0822754655859455,57,0.4,0.4,0.4,0.5333333333333333,0.5333333333333333,0.4533333333333333,0.06531972647421808,17,0.42857142857142855,0.5,0.4137931034482759,0.5161290322580646,0.5333333333333333,0.47836537952222047,0.048092915499086154,13,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,adam -0.3600951671600342,0.018840901581116315,0.00704193115234375,0.004601336538761278,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3888888888888889,0.3333333333333333,0.4166666666666667,0.5,0.5454545454545454,0.43686868686868685,0.0764280098506139,78,0.4666666666666667,0.26666666666666666,0.3333333333333333,0.6,0.4,0.4133333333333333,0.11469767022723501,43,0.42424242424242425,0.2962962962962963,0.3703703703703704,0.5454545454545454,0.4615384615384615,0.4195804195804196,0.08396083745912376,42,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,lbfgs -1.6997661113739013,0.11438293558348889,0.013998985290527344,0.007800940667819167,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.75,0.5714285714285714,0.6923076923076923,0.6666666666666666,0.6694139194139194,0.05767922405279434,25,0.26666666666666666,0.2,0.26666666666666666,0.6,0.4,0.3466666666666667,0.14236104336041747,58,0.3809523809523809,0.31578947368421056,0.36363636363636365,0.6428571428571429,0.5,0.4406470722260196,0.1178941966488179,32,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,sgd -5.827146005630493,0.32005149407103645,0.010638189315795899,0.004993442214107822,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.42857142857142855,0.5384615384615384,0.46153846153846156,0.5,0.55,0.4957142857142857,0.045757587268756776,64,0.4,0.4666666666666667,0.4,0.4666666666666667,0.7333333333333333,0.49333333333333335,0.12364824660660936,10,0.4137931034482759,0.5,0.42857142857142855,0.4827586206896552,0.6285714285714286,0.4907389162561577,0.07606932216639639,8,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,adam -0.171250057220459,0.04180310813175725,0.010521173477172852,0.005351097450684048,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.2727272727272727,0.5833333333333334,0.4090909090909091,0.3181818181818182,0.38461538461538464,0.3935897435897436,0.10641197975508937,86,0.2,0.4666666666666667,0.6,0.4666666666666667,0.3333333333333333,0.4133333333333334,0.13597385369580758,36,0.23076923076923075,0.5185185185185186,0.4864864864864865,0.3783783783783784,0.3571428571428571,0.39425909425909433,0.10227907318003604,70,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,lbfgs -0.8527973175048829,0.15422310040569104,0.021664142608642578,0.015797481089397342,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.6,0.5,0.6666666666666666,1.0,0.6533333333333333,0.18451136670797397,29,0.2,0.2,0.2,0.5333333333333333,0.2,0.26666666666666666,0.13333333333333333,92,0.28571428571428575,0.3,0.28571428571428575,0.5925925925925926,0.33333333333333337,0.3594708994708995,0.1178522466456053,83,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,sgd -1.2546058654785157,0.2296722046243952,0.015796899795532227,0.005568821673506275,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.8,0.8,0.5,0.5833333333333334,0.4444444444444444,0.6255555555555556,0.14913743764944462,40,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.4666666666666667,0.26666666666666666,0.30666666666666664,0.08,66,0.4,0.4,0.3478260869565218,0.5185185185185186,0.33333333333333337,0.39993558776167476,0.06513552046902683,59,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,adam -0.3453094005584717,0.12571495182827142,0.009842205047607421,0.0062108044421146395,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.5,0.5384615384615384,0.35714285714285715,0.3,0.43912087912087905,0.09311940336048279,76,0.4666666666666667,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.2,0.3466666666666667,0.10666666666666667,58,0.4827586206896552,0.3478260869565218,0.5,0.3448275862068965,0.24,0.3830824587706147,0.09673064223733897,76,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,lbfgs -0.15422391891479492,0.0804692678900613,0.009558153152465821,0.006152638195738479,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.13414634146341464,0.23684210526315788,0.3333333333333333,0.1095890410958904,0.0916030534351145,0.18110277491818214,0.09122536574466487,94,0.7333333333333333,0.6,0.13333333333333333,0.5333333333333333,0.8,0.5599999999999999,0.23323807579381203,4,0.2268041237113402,0.339622641509434,0.19047619047619044,0.18181818181818182,0.1643835616438356,0.22062093983179643,0.06289139752572345,92,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,sgd -0.9579220771789551,0.1182268587260031,0.004469919204711914,0.001957056500293456,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.625,1.0,0.42857142857142855,0.5333333333333333,0.5714285714285714,0.6316666666666666,0.1950690324927094,38,0.3333333333333333,0.3333333333333333,0.2,0.5333333333333333,0.26666666666666666,0.3333333333333333,0.1115546702045434,60,0.43478260869565216,0.5,0.27272727272727276,0.5333333333333333,0.36363636363636365,0.42089591567852436,0.09415420579268609,40,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,adam -0.20625786781311034,0.04275132728131172,0.00623617172241211,0.004538579255443893,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3333333333333333,0.5833333333333334,0.3076923076923077,0.4,0.3181818181818182,0.3885081585081585,0.10257696465229627,88,0.3333333333333333,0.4666666666666667,0.5333333333333333,0.4,0.4666666666666667,0.44000000000000006,0.06798692684790379,23,0.3333333333333333,0.5185185185185186,0.3902439024390244,0.4000000000000001,0.3783783783783784,0.404094826533851,0.06159532712101639,55,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,lbfgs -0.8040048122406006,0.08894137688864404,0.0069102287292480465,0.005224947347558808,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.3333333333333333,0.42857142857142855,0.6363636363636364,0.6666666666666666,0.5463203463203463,0.13878223449403732,52,0.13333333333333333,0.06666666666666667,0.2,0.4666666666666667,0.4,0.2533333333333333,0.15434449203720302,95,0.2222222222222222,0.1111111111111111,0.27272727272727276,0.5384615384615385,0.5,0.32890442890442895,0.16441336441336443,86,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,sgd -1.047847604751587,0.15127443885219882,0.00840139389038086,0.005483527383722972,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.8,0.375,0.5384615384615384,0.625,0.5926923076923077,0.1381267319632237,46,0.3333333333333333,0.26666666666666666,0.2,0.4666666666666667,0.3333333333333333,0.31999999999999995,0.08844332774281066,63,0.43478260869565216,0.4,0.26086956521739135,0.5,0.43478260869565216,0.40608695652173915,0.07948796439670565,48,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,adam -0.156475830078125,0.02538247734003093,0.010542011260986328,0.005361420884723292,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6363636363636364,0.625,0.3,0.47058823529411764,0.3333333333333333,0.47305704099821744,0.1408781429493925,68,0.4666666666666667,0.3333333333333333,0.4,0.5333333333333333,0.3333333333333333,0.4133333333333334,0.07774602526460402,36,0.5384615384615385,0.43478260869565216,0.34285714285714286,0.5,0.3333333333333333,0.42988692466953343,0.08200614213178496,36,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,lbfgs -0.9080582618713379,0.03977676069815214,0.010011768341064453,0.005227017029367133,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5,1.0,0.8,0.75,1.0,0.8099999999999999,0.1854723699099141,1,0.13333333333333333,0.13333333333333333,0.26666666666666666,0.6,0.3333333333333333,0.29333333333333333,0.17178798302300166,83,0.2105263157894737,0.23529411764705882,0.4,0.6666666666666665,0.5,0.4024974200206398,0.16976939080251466,56,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,sgd -4.051675605773926,0.3473918066349453,0.008762407302856445,0.005849202309311298,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.46153846153846156,0.625,0.375,0.5,0.7272727272727273,0.5377622377622379,0.12429983869559366,53,0.4,0.3333333333333333,0.4,0.5333333333333333,0.5333333333333333,0.43999999999999995,0.07999999999999999,25,0.42857142857142855,0.43478260869565216,0.38709677419354843,0.5161290322580646,0.6153846153846153,0.4763928918206618,0.08110458027566132,16,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,adam -0.15027709007263185,0.011726502728767609,0.004119348526000976,0.0003231721898534598,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4375,0.6,0.3157894736842105,0.42105263157894735,0.4666666666666667,0.448201754385965,0.09139833133465967,73,0.4666666666666667,0.4,0.4,0.5333333333333333,0.4666666666666667,0.4533333333333333,0.04988876515698588,17,0.45161290322580644,0.48,0.35294117647058826,0.47058823529411764,0.4666666666666667,0.44436179633143585,0.04661699945082691,25,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,lbfgs -0.4941586971282959,0.5185688396225387,0.008575868606567384,0.005465963072087721,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.10810810810810811,0.0,0.07368421052631578,0.10067114093959731,0.12987012987012986,0.08246671788883021,0.04497523179125581,100,0.8,0.0,0.4666666666666667,1.0,0.6666666666666666,0.5866666666666667,0.34097898273451793,3,0.19047619047619047,0.0,0.12727272727272726,0.18292682926829268,0.21739130434782608,0.14361341027300728,0.07755858723151765,98,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,sgd -4.482278060913086,0.3058725318940207,0.009712982177734374,0.0074349236710484976,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.375,0.6666666666666666,0.46153846153846156,0.5384615384615384,0.5833333333333334,0.525,0.10018063895172463,55,0.4,0.4,0.4,0.4666666666666667,0.4666666666666667,0.42666666666666675,0.03265986323710903,26,0.38709677419354843,0.5,0.42857142857142855,0.5,0.5185185185185186,0.4668373442566992,0.050385128881856416,19,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,adam -0.15740742683410644,0.028501878508236614,0.009127569198608399,0.006649826412510805,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42857142857142855,0.7,0.375,0.5,0.5555555555555556,0.5118253968253968,0.11235146685203751,61,0.4,0.4666666666666667,0.4,0.6,0.6666666666666666,0.5066666666666666,0.10832051206181278,8,0.4137931034482759,0.56,0.38709677419354843,0.5454545454545454,0.606060606060606,0.5024810058313951,0.08609640912526788,4,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,lbfgs -1.2428565979003907,0.16291017953361428,0.014466190338134765,0.005507052151055192,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.6666666666666666,0.6363636363636364,0.6666666666666666,0.6606060606060605,0.01212121212121211,27,0.13333333333333333,0.13333333333333333,0.26666666666666666,0.4666666666666667,0.13333333333333333,0.22666666666666666,0.13063945294843618,97,0.2222222222222222,0.2222222222222222,0.3809523809523809,0.5384615384615385,0.2222222222222222,0.31721611721611725,0.12655699743234738,87,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,sgd -5.14355959892273,0.31332125800153043,0.006444883346557617,0.0043132698002363475,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5454545454545454,0.7272727272727273,0.4,0.42857142857142855,0.46153846153846156,0.5125674325674325,0.11790728324826498,60,0.4,0.5333333333333333,0.4,0.4,0.4,0.42666666666666664,0.05333333333333332,27,0.4615384615384615,0.6153846153846153,0.4000000000000001,0.4137931034482759,0.42857142857142855,0.4638575217885562,0.0784795203621515,22,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,adam -0.5350954532623291,0.2742299705764602,0.007487058639526367,0.005726762879765996,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.46153846153846156,0.5714285714285714,0.36363636363636365,0.3333333333333333,0.35294117647058826,0.4165755812814636,0.08919896775464728,82,0.4,0.26666666666666666,0.5333333333333333,0.3333333333333333,0.4,0.3866666666666667,0.08844332774281066,48,0.42857142857142855,0.36363636363636365,0.43243243243243246,0.3333333333333333,0.37500000000000006,0.3865947115947116,0.03837040242682623,74,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,lbfgs -2.1136998176574706,0.21397333118963804,0.007497835159301758,0.004501769460340782,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.75,0.6666666666666666,0.6,0.6,0.6566666666666666,0.05537749241945384,28,0.13333333333333333,0.2,0.26666666666666666,0.6,0.2,0.28,0.1654623152798781,87,0.2222222222222222,0.31578947368421056,0.3809523809523809,0.6,0.3,0.3637928153717627,0.1284557213298451,81,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,sgd -3.3684744358062746,0.21868361963117836,0.011654186248779296,0.0062931266875986625,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6363636363636364,0.7,0.35294117647058826,0.46153846153846156,0.46153846153846156,0.5224763471822296,0.1270070768646731,56,0.4666666666666667,0.4666666666666667,0.4,0.4,0.4,0.42666666666666664,0.03265986323710904,27,0.5384615384615385,0.56,0.37500000000000006,0.42857142857142855,0.42857142857142855,0.46612087912087913,0.07094983779512262,20,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,adam -0.3930772304534912,0.18037735122096793,0.012228727340698242,0.007260439330138885,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4375,0.6666666666666666,0.391304347826087,0.4666666666666667,0.4666666666666667,0.4857608695652174,0.09455922019963839,66,0.4666666666666667,0.4,0.6,0.4666666666666667,0.4666666666666667,0.4800000000000001,0.06531972647421806,12,0.45161290322580644,0.5,0.47368421052631576,0.4666666666666667,0.4666666666666667,0.4717260894170911,0.015868106590447566,17,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,lbfgs -0.622081184387207,0.3597150376504948,0.01248946189880371,0.0057782127612865265,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.10256410256410256,0.08148148148148149,0.0,0.0,0.17647058823529413,0.07210323445617564,0.06679238485949776,101,0.26666666666666666,0.7333333333333333,0.0,0.0,0.2,0.24,0.26865922239479845,96,0.14814814814814814,0.1466666666666667,0.0,0.0,0.18750000000000003,0.09646296296296297,0.08011206999306278,101,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,sgd -3.6197407722473143,0.07868953756711201,0.005551624298095703,0.0014652259490724638,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.7777777777777778,0.46153846153846156,0.5,0.5,0.5478632478632479,0.1159183603126747,51,0.4,0.4666666666666667,0.4,0.4666666666666667,0.5333333333333333,0.4533333333333333,0.04988876515698587,17,0.4444444444444445,0.5833333333333334,0.42857142857142855,0.4827586206896552,0.5161290322580646,0.49104737185938524,0.05529840522626605,7,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,adam -0.38459362983703616,0.12244159738784127,0.009741401672363282,0.006018482587638914,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4166666666666667,0.6,0.3333333333333333,0.25,0.7,0.45999999999999996,0.16686654681045102,70,0.3333333333333333,0.4,0.4,0.2,0.4666666666666667,0.36,0.09043106644167025,54,0.3703703703703704,0.48,0.3636363636363636,0.22222222222222224,0.56,0.3992457912457913,0.1147190682658782,60,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,lbfgs -2.57542405128479,0.11313626758000853,0.006489849090576172,0.004157714287318904,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6,0.6666666666666666,0.6666666666666666,0.75,0.75,0.6866666666666666,0.05715476066494084,13,0.2,0.13333333333333333,0.26666666666666666,0.6,0.2,0.28,0.1654623152798781,87,0.3,0.2222222222222222,0.3809523809523809,0.6666666666666665,0.31578947368421056,0.37712614870509603,0.15333245484969876,79,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,sgd -2.0698964595794678,0.8030071240493935,0.0036693572998046874,0.0005730913880125443,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5454545454545454,0.6666666666666666,0.42857142857142855,0.5,0.4,0.5081385281385281,0.09446137421748167,62,0.4,0.4,0.4,0.5333333333333333,0.4,0.42666666666666664,0.05333333333333332,27,0.4615384615384615,0.5,0.4137931034482759,0.5161290322580646,0.4000000000000001,0.45829211944896037,0.045767517160516386,23,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,adam -0.0013484477996826172,0.00020955972679214505,0.0049015522003173825,0.00043646011340603067,{},0.5,0.42105263157894735,0.46153846153846156,0.42857142857142855,0.8333333333333334,0.5288991710044342,0.1547574349911227,1,0.4666666666666667,0.5333333333333333,0.4,0.4,0.6666666666666666,0.4933333333333333,0.09977753031397174,1,0.4827586206896552,0.47058823529411764,0.42857142857142855,0.4137931034482759,0.7407407407407408,0.5072904257488436,0.11948752203259312,1,GaussianNB,,,,,,,,,,, -0.019257259368896485,0.011162589054794676,0.008095550537109374,0.004344974991589495,"{'gamma': 'scale', 'kernel': 'linear'}",0.6666666666666666,0.6666666666666666,0.5714285714285714,1.0,0.75,0.7309523809523809,0.14591955662899586,1,0.26666666666666666,0.13333333333333333,0.26666666666666666,0.13333333333333333,0.4,0.24000000000000005,0.09977753031397177,3,0.3809523809523809,0.2222222222222222,0.36363636363636365,0.23529411764705882,0.5217391304347827,0.34476884297856164,0.10953182564316088,3,SVC,scale,linear,,,,,,,,, -0.006599617004394531,0.00046814094582754647,0.012263631820678711,0.004378432693757101,"{'gamma': 'scale', 'kernel': 'poly'}",0.8333333333333334,0.6666666666666666,0.5,0.3333333333333333,0.6666666666666666,0.6,0.16996731711975951,4,0.3333333333333333,0.13333333333333333,0.13333333333333333,0.06666666666666667,0.26666666666666666,0.18666666666666668,0.09797958971132711,6,0.47619047619047616,0.2222222222222222,0.2105263157894737,0.1111111111111111,0.3809523809523809,0.28020050125313284,0.1306676749290991,6,SVC,scale,poly,,,,,,,,, -0.0063855648040771484,7.362727047646752e-05,0.01617283821105957,0.007244030813664045,"{'gamma': 'scale', 'kernel': 'rbf'}",0.5,0.6666666666666666,0.0,0.75,0.75,0.5333333333333333,0.2818589087547961,5,0.13333333333333333,0.13333333333333333,0.0,0.2,0.2,0.13333333333333336,0.07302967433402216,7,0.2105263157894737,0.2222222222222222,0.0,0.31578947368421056,0.31578947368421056,0.2128654970760234,0.11540487844251707,7,SVC,scale,rbf,,,,,,,,, -0.011892127990722656,0.005896473983622403,0.01305527687072754,0.01039285874827705,"{'gamma': 'scale', 'kernel': 'sigmoid'}",0.5,0.21428571428571427,0.5555555555555556,0.7142857142857143,0.35714285714285715,0.46825396825396826,0.17088390841062567,8,0.3333333333333333,0.2,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.30666666666666664,0.05333333333333333,2,0.4,0.20689655172413796,0.4166666666666667,0.4545454545454545,0.3448275862068965,0.36458725182863116,0.08638936011325704,2,SVC,scale,sigmoid,,,,,,,,, -0.02284994125366211,0.003824838386613957,0.0073473453521728516,0.005448655252648077,"{'gamma': 'auto', 'kernel': 'linear'}",0.6666666666666666,0.6666666666666666,0.5714285714285714,1.0,0.75,0.7309523809523809,0.14591955662899586,1,0.26666666666666666,0.13333333333333333,0.26666666666666666,0.13333333333333333,0.4,0.24000000000000005,0.09977753031397177,3,0.3809523809523809,0.2222222222222222,0.36363636363636365,0.23529411764705882,0.5217391304347827,0.34476884297856164,0.10953182564316088,3,SVC,auto,linear,,,,,,,,, -0.01690974235534668,0.0053097713759487405,0.008064365386962891,0.006165628980719972,"{'gamma': 'auto', 'kernel': 'poly'}",0.8333333333333334,0.6666666666666666,0.6,0.3333333333333333,0.6666666666666666,0.62,0.16275407487644938,3,0.3333333333333333,0.13333333333333333,0.2,0.06666666666666667,0.26666666666666666,0.2,0.09428090415820634,5,0.47619047619047616,0.2222222222222222,0.3,0.1111111111111111,0.3809523809523809,0.2980952380952381,0.1259417534848911,5,SVC,auto,poly,,,,,,,,, -0.008869600296020509,0.005334272667494914,0.012579822540283203,0.004316455828798949,"{'gamma': 'auto', 'kernel': 'rbf'}",0.5,0.6666666666666666,0.0,0.75,0.75,0.5333333333333333,0.2818589087547961,5,0.13333333333333333,0.13333333333333333,0.0,0.2,0.2,0.13333333333333336,0.07302967433402216,7,0.2105263157894737,0.2222222222222222,0.0,0.31578947368421056,0.31578947368421056,0.2128654970760234,0.11540487844251707,7,SVC,auto,rbf,,,,,,,,, -0.0063436031341552734,0.0038514978557370374,0.007894182205200195,0.00447638448633484,"{'gamma': 'auto', 'kernel': 'sigmoid'}",0.5,0.21428571428571427,0.5555555555555556,0.8333333333333334,0.375,0.49563492063492065,0.20560151474933488,7,0.3333333333333333,0.2,0.3333333333333333,0.3333333333333333,0.4,0.32,0.06531972647421809,1,0.4,0.20689655172413796,0.4166666666666667,0.47619047619047616,0.38709677419354843,0.3773700937549659,0.09052915345771761,1,SVC,auto,sigmoid,,,,,,,,, -0.0022092342376708986,0.00019674409781898948,0.0036739826202392576,0.00023262912133369912,"{'criterion': 'gini', 'splitter': 'best'}",0.4666666666666667,0.42857142857142855,0.46153846153846156,0.3157894736842105,0.5,0.4345132060921535,0.06353480777048497,2,0.4666666666666667,0.4,0.4,0.4,0.6666666666666666,0.4666666666666666,0.10327955589886444,1,0.4666666666666667,0.4137931034482759,0.42857142857142855,0.35294117647058826,0.5714285714285715,0.4466801893171062,0.07232994992173065,2,DecisionTreeClassifier,,,gini,best,,,,,,, -0.0011054039001464843,4.361863832192971e-05,0.003804779052734375,0.0001425286605883814,"{'criterion': 'gini', 'splitter': 'random'}",0.47368421052631576,0.3125,0.5833333333333334,0.3125,0.375,0.41140350877192977,0.10423797190126077,3,0.6,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.4,0.42666666666666664,0.09977753031397177,4,0.5294117647058824,0.3225806451612903,0.5185185185185186,0.3225806451612903,0.38709677419354843,0.41603766954810595,0.09128199833147851,4,DecisionTreeClassifier,,,gini,random,,,,,,, -0.0025066375732421876,0.0003488885746171295,0.0034916877746582033,9.30004104030306e-05,"{'criterion': 'entropy', 'splitter': 'best'}",0.42857142857142855,0.5454545454545454,0.6666666666666666,0.3333333333333333,0.42105263157894735,0.47901572112098434,0.11554626714404002,1,0.4,0.4,0.5333333333333333,0.4,0.5333333333333333,0.4533333333333333,0.06531972647421806,3,0.4137931034482759,0.4615384615384615,0.5925925925925926,0.3636363636363636,0.47058823529411764,0.46042975130196223,0.0763090787157483,1,DecisionTreeClassifier,,,entropy,best,,,,,,, -0.0010463237762451173,1.4464444724767157e-05,0.003301239013671875,6.933950125197711e-05,"{'criterion': 'entropy', 'splitter': 'random'}",0.5,0.29411764705882354,0.25,0.5,0.47619047619047616,0.40406162464985995,0.10902621460227777,4,0.5333333333333333,0.3333333333333333,0.2,0.6,0.6666666666666666,0.4666666666666666,0.17384539747207062,1,0.5161290322580646,0.3125,0.22222222222222224,0.5454545454545454,0.5555555555555556,0.4303722710980775,0.13674013441861899,3,DecisionTreeClassifier,,,entropy,random,,,,,,, -0.3636933326721191,0.009062154235713219,0.025954723358154297,0.005688048708410443,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'sqrt'}",0.5454545454545454,0.7142857142857143,0.7142857142857143,0.5,0.75,0.6448051948051948,0.10154814442766034,2,0.4,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.6,0.3866666666666666,0.11469767022723501,4,0.4615384615384615,0.4545454545454545,0.4545454545454545,0.3478260869565218,0.6666666666666665,0.47702442485051166,0.1038333411455877,4,RandomForestClassifier,,,gini,,balanced,sqrt,,,,, -0.34508442878723145,0.01755613327807068,0.028654956817626955,0.006378292775356857,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'log2'}",0.5454545454545454,0.625,0.625,0.5555555555555556,0.5833333333333334,0.586868686868687,0.03351458222493711,8,0.4,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.37333333333333335,0.053333333333333344,6,0.4615384615384615,0.43478260869565216,0.43478260869565216,0.4166666666666667,0.5185185185185186,0.4532577728229903,0.03563455391371262,7,RandomForestClassifier,,,gini,,balanced,log2,,,,, -0.3522247314453125,0.01547401863169785,0.028055477142333984,0.007725054609383222,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.6,0.5555555555555556,0.625,0.5555555555555556,0.6,0.5872222222222223,0.027419917065006797,7,0.4,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.4,0.36,0.03265986323710906,8,0.48,0.4166666666666667,0.43478260869565216,0.4166666666666667,0.48,0.44562318840579707,0.02883750620867246,8,RandomForestClassifier,,,entropy,,balanced,sqrt,,,,, -0.3753092288970947,0.011892986114454109,0.030376338958740236,0.004103772711834308,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'log2'}",0.6,0.6666666666666666,0.6666666666666666,0.45454545454545453,0.6666666666666666,0.6109090909090908,0.08233506762541427,6,0.4,0.4,0.26666666666666666,0.3333333333333333,0.5333333333333333,0.3866666666666666,0.08844332774281066,4,0.48,0.5,0.3809523809523809,0.3846153846153846,0.5925925925925926,0.4676320716320716,0.07902014849039932,5,RandomForestClassifier,,,entropy,,balanced,log2,,,,, -0.46761455535888674,0.017923304296500478,0.032932186126708986,0.0068335374056438134,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'sqrt'}",0.5454545454545454,0.6,0.6666666666666666,0.5714285714285714,0.7272727272727273,0.6221645021645023,0.06629931962405626,4,0.4,0.4,0.4,0.26666666666666666,0.5333333333333333,0.4,0.08432740427115679,1,0.4615384615384615,0.48,0.5,0.36363636363636365,0.6153846153846153,0.4841118881118881,0.08065454758877796,3,RandomForestClassifier,,,gini,,balanced_subsample,sqrt,,,,, -0.4878365516662598,0.009694581084803477,0.034577465057373045,0.005085055532126841,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'log2'}",0.5454545454545454,0.5555555555555556,0.7142857142857143,0.6,0.7272727272727273,0.6285137085137086,0.07764654401163755,3,0.4,0.3333333333333333,0.3333333333333333,0.4,0.5333333333333333,0.4,0.07302967433402216,1,0.4615384615384615,0.4166666666666667,0.4545454545454545,0.48,0.6153846153846153,0.4856270396270396,0.06807429706694641,2,RandomForestClassifier,,,gini,,balanced_subsample,log2,,,,, -0.4811959743499756,0.015589492477393772,0.024723386764526366,0.006914082827177115,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.5454545454545454,0.7142857142857143,0.7142857142857143,0.5555555555555556,0.75,0.655916305916306,0.08710889494937685,1,0.4,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.6,0.4,0.10327955589886445,1,0.4615384615384615,0.4545454545454545,0.4545454545454545,0.4166666666666667,0.6666666666666665,0.49079254079254075,0.08934187936541758,1,RandomForestClassifier,,,entropy,,balanced_subsample,sqrt,,,,, -0.28985958099365233,0.0808721964592355,0.01326284408569336,0.0004300876780090582,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'log2'}",0.5,0.7,0.6666666666666666,0.5555555555555556,0.6666666666666666,0.6177777777777778,0.07652966825654471,5,0.4,0.4666666666666667,0.26666666666666666,0.3333333333333333,0.4,0.37333333333333335,0.0679869268479038,6,0.4444444444444445,0.56,0.3809523809523809,0.4166666666666667,0.5,0.46041269841269844,0.06319403067318631,6,RandomForestClassifier,,,entropy,,balanced_subsample,log2,,,,, -0.010829448699951172,0.0005627207205870598,0.0032187938690185548,5.2944945582698154e-05,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.5,0.5555555555555556,0.8333333333333334,0.8,0.6627777777777778,0.1321661879399111,16,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.36,0.09043106644167025,54,0.43478260869565216,0.3478260869565218,0.4166666666666667,0.47619047619047616,0.64,0.4630931677018634,0.09768415885554353,19,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,lbfgs -0.41707496643066405,0.0749982044846566,0.011442613601684571,0.005044985573090781,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.625,0.6,0.5555555555555556,0.8333333333333334,0.75,0.6727777777777778,0.10301623987999342,11,0.3333333333333333,0.4,0.3333333333333333,0.3333333333333333,0.4,0.36,0.03265986323710906,54,0.43478260869565216,0.48,0.4166666666666667,0.47619047619047616,0.5217391304347827,0.46587577639751554,0.03691862025245217,15,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,sgd -0.44455761909484864,0.07079917786198647,0.006497478485107422,0.004104680688202587,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.625,0.5,0.7142857142857143,0.75,0.6428571428571429,0.08674969858207943,35,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.4,0.3466666666666667,0.026666666666666682,70,0.43478260869565216,0.43478260869565216,0.4,0.4545454545454545,0.5217391304347827,0.4491699604743083,0.040315895526979895,42,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,adam -0.013132810592651367,0.005621735561612439,0.005825567245483399,0.005095710744345973,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.5,0.5555555555555556,0.8333333333333334,0.8,0.6627777777777778,0.1321661879399111,16,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.36,0.09043106644167025,54,0.43478260869565216,0.3478260869565218,0.4166666666666667,0.47619047619047616,0.64,0.4630931677018634,0.09768415885554353,19,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,lbfgs -0.228301477432251,0.13572896938352202,0.01012420654296875,0.005341281582447336,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.08196721311475409,0.058823529411764705,0.11764705882352941,0.06060606060606061,0.22580645161290322,0.10897006271380241,0.062143281891173074,98,0.6666666666666666,0.3333333333333333,0.13333333333333333,0.4,0.9333333333333333,0.49333333333333335,0.278408173570948,9,0.145985401459854,0.1,0.125,0.10526315789473685,0.36363636363636365,0.1679769845981909,0.09916364054888306,95,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,sgd -0.5333876609802246,0.07682014876688999,0.005765962600708008,0.004045465458964304,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5555555555555556,0.5,0.5555555555555556,0.7142857142857143,0.7777777777777778,0.6206349206349207,0.10628996217640131,40,0.3333333333333333,0.2,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.08432740427115679,81,0.4166666666666667,0.28571428571428575,0.4166666666666667,0.4545454545454545,0.5833333333333334,0.4313852813852814,0.09516083052376789,58,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,adam -0.02401728630065918,0.005048547607044852,0.005512905120849609,0.004115460426848481,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.5,0.5555555555555556,0.8333333333333334,0.7777777777777778,0.6583333333333333,0.12777777777777777,25,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.3466666666666667,0.06531972647421809,70,0.43478260869565216,0.3478260869565218,0.4166666666666667,0.47619047619047616,0.5833333333333334,0.45175983436853,0.07775657187874913,36,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,lbfgs -0.6018195152282715,0.07274221948806307,0.00802597999572754,0.005358908334300284,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.7142857142857143,0.5,0.5555555555555556,0.8,0.7142857142857143,0.6568253968253969,0.11131228952792954,29,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.30666666666666664,0.03265986323710903,89,0.4545454545454545,0.3478260869565218,0.4166666666666667,0.4,0.4545454545454545,0.4147167325428195,0.03966710758172891,73,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,sgd -0.4604140281677246,0.08113352648443432,0.012297344207763673,0.004473210009871795,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.7142857142857143,0.5,0.5555555555555556,0.8333333333333334,0.75,0.6706349206349207,0.12412454834617365,14,0.3333333333333333,0.2,0.3333333333333333,0.3333333333333333,0.4,0.32,0.06531972647421809,85,0.4545454545454545,0.28571428571428575,0.4166666666666667,0.47619047619047616,0.5217391304347827,0.4309712027103331,0.08017921979374673,61,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,adam -0.02651982307434082,0.0007065094792853994,0.010397863388061524,0.005735839429717282,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.5,0.5555555555555556,0.8333333333333334,0.7777777777777778,0.6583333333333333,0.12777777777777777,25,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.3466666666666667,0.06531972647421809,70,0.43478260869565216,0.3478260869565218,0.4166666666666667,0.47619047619047616,0.5833333333333334,0.45175983436853,0.07775657187874913,36,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,lbfgs -0.4650285243988037,0.05525975841607056,0.007840538024902343,0.005103946050583548,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5555555555555556,0.5555555555555556,0.5555555555555556,1.0,0.7142857142857143,0.6761904761904762,0.17318325964426481,10,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.0,81,0.4166666666666667,0.4166666666666667,0.4166666666666667,0.5,0.4545454545454545,0.4409090909090909,0.032987183419813985,53,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,sgd -0.3983763217926025,0.02390424485439141,0.01013941764831543,0.005212394692504123,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.5714285714285714,0.5555555555555556,1.0,0.8,0.7103968253968255,0.16880719172126632,4,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.36,0.09043106644167025,54,0.43478260869565216,0.36363636363636365,0.4166666666666667,0.5,0.64,0.47101712779973653,0.09507129902385775,11,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,adam -0.02724118232727051,0.0010775005436727482,0.01503286361694336,0.0006782901659158086,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.5,0.5555555555555556,0.8333333333333334,0.8,0.6627777777777778,0.1321661879399111,16,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.36,0.09043106644167025,54,0.43478260869565216,0.3478260869565218,0.4166666666666667,0.47619047619047616,0.64,0.4630931677018634,0.09768415885554353,19,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,lbfgs -0.6372381687164307,0.39983157925360086,0.013444185256958008,0.007493310554959047,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.1527777777777778,0.05660377358490566,0.109375,0.05128205128205128,0.1,0.09400772052894694,0.037284094142728715,99,0.7333333333333333,0.2,0.4666666666666667,0.4,0.3333333333333333,0.42666666666666664,0.1768866554856213,32,0.25287356321839083,0.08823529411764706,0.17721518987341772,0.09090909090909091,0.15384615384615383,0.1526158583929401,0.06100955715749261,99,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,sgd -0.3547471523284912,0.021886453480248435,0.00838623046875,0.005302851139577165,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.5555555555555556,0.5555555555555556,1.0,0.7777777777777778,0.7027777777777777,0.16933056282364634,6,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.36,0.053333333333333344,54,0.43478260869565216,0.4166666666666667,0.4166666666666667,0.5,0.5833333333333334,0.4702898550724638,0.06430113203327252,13,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,adam -0.034935951232910156,0.005073355824845379,0.010113191604614259,0.005233809876090141,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.5,0.5555555555555556,0.8333333333333334,0.8,0.6627777777777778,0.1321661879399111,16,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.36,0.09043106644167025,54,0.43478260869565216,0.3478260869565218,0.4166666666666667,0.47619047619047616,0.64,0.4630931677018634,0.09768415885554353,19,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,lbfgs -0.7136785984039307,0.07882597430836134,0.011049699783325196,0.005700328744816445,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.625,0.5714285714285714,0.5,0.8333333333333334,0.7142857142857143,0.6488095238095238,0.11578872776940792,32,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.31999999999999995,0.026666666666666658,87,0.43478260869565216,0.36363636363636365,0.4,0.47619047619047616,0.4545454545454545,0.42583098061358937,0.03994030894638964,69,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,sgd -0.37993812561035156,0.039950531624748924,0.0043636798858642575,0.001092124790740819,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.5714285714285714,0.5555555555555556,0.8333333333333334,0.7777777777777778,0.6726190476190477,0.1123373379630739,13,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.3466666666666667,0.06531972647421809,70,0.43478260869565216,0.36363636363636365,0.4166666666666667,0.47619047619047616,0.5833333333333334,0.4549218897044985,0.07368032522283899,33,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,adam -0.0806666374206543,0.0021015254181678384,0.00615086555480957,0.004628094828180257,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.5,0.5555555555555556,0.8333333333333334,0.7777777777777778,0.6583333333333333,0.12777777777777777,25,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.3466666666666667,0.06531972647421809,70,0.43478260869565216,0.3478260869565218,0.4166666666666667,0.47619047619047616,0.5833333333333334,0.45175983436853,0.07775657187874913,36,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,lbfgs -0.6212899208068847,0.13881285396937335,0.009625053405761719,0.006905631060809016,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.625,0.6666666666666666,0.5555555555555556,0.7142857142857143,0.75,0.6623015873015873,0.0681154001305566,24,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.4,0.3333333333333333,0.0421637021355784,81,0.43478260869565216,0.3809523809523809,0.4166666666666667,0.4545454545454545,0.5217391304347827,0.4417372482589874,0.046767622274948746,52,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,sgd -0.3210758209228516,0.0582159950664603,0.014137601852416993,0.006776153071037643,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.5,0.5555555555555556,0.8333333333333334,0.8,0.6627777777777778,0.1321661879399111,16,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.36,0.09043106644167025,54,0.43478260869565216,0.3478260869565218,0.4166666666666667,0.47619047619047616,0.64,0.4630931677018634,0.09768415885554353,19,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,adam -0.10802507400512695,0.04132898368983261,0.012968730926513673,0.005705666229575466,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.5,0.5555555555555556,0.8333333333333334,0.8,0.6627777777777778,0.1321661879399111,16,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.36,0.09043106644167025,54,0.43478260869565216,0.3478260869565218,0.4166666666666667,0.47619047619047616,0.64,0.4630931677018634,0.09768415885554353,19,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,lbfgs -1.6160359382629395,0.8976848790366971,0.010994911193847656,0.005176444483582507,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.23076923076923078,0.375,0.2857142857142857,0.25925925925925924,0.1348314606741573,0.2571148472833866,0.0779317056947139,93,0.6,0.6,0.26666666666666666,0.4666666666666667,0.8,0.5466666666666666,0.1758787461103056,5,0.33333333333333337,0.4615384615384615,0.2758620689655172,0.33333333333333337,0.23076923076923075,0.3269672855879753,0.07753226869043318,87,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,sgd -0.33866424560546876,0.04206487902761309,0.009875822067260741,0.005517471168159074,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.5,0.5555555555555556,0.8333333333333334,0.8,0.6627777777777778,0.1321661879399111,16,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.36,0.09043106644167025,54,0.43478260869565216,0.3478260869565218,0.4166666666666667,0.47619047619047616,0.64,0.4630931677018634,0.09768415885554353,19,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,adam -0.0966881275177002,0.014978505149543896,0.008133029937744141,0.004422257347066076,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.5,0.5555555555555556,0.8333333333333334,0.8,0.6627777777777778,0.1321661879399111,16,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.36,0.09043106644167025,54,0.43478260869565216,0.3478260869565218,0.4166666666666667,0.47619047619047616,0.64,0.4630931677018634,0.09768415885554353,19,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,lbfgs -0.9672428607940674,0.07183064906462232,0.004127645492553711,0.0004603680296392951,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.625,0.6,0.5555555555555556,0.8333333333333334,0.75,0.6727777777777778,0.10301623987999342,11,0.3333333333333333,0.2,0.3333333333333333,0.3333333333333333,0.4,0.32,0.06531972647421809,85,0.43478260869565216,0.3,0.4166666666666667,0.47619047619047616,0.5217391304347827,0.4298757763975155,0.07436424155443186,64,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,sgd -0.3168992042541504,0.05267089737145984,0.01091456413269043,0.005577214040391497,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.5,0.5555555555555556,0.8333333333333334,0.7777777777777778,0.6583333333333333,0.12777777777777777,25,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.3466666666666667,0.06531972647421809,70,0.43478260869565216,0.3478260869565218,0.4166666666666667,0.47619047619047616,0.5833333333333334,0.45175983436853,0.07775657187874913,36,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,adam -0.18711228370666505,0.04438995924202635,0.011507844924926758,0.006191207903715233,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35294117647058826,0.375,0.5833333333333334,0.5,0.39285714285714285,0.44082633053221293,0.08737015287570374,79,0.4,0.4,0.4666666666666667,0.6,0.7333333333333333,0.52,0.12927146286443542,6,0.37500000000000006,0.38709677419354843,0.5185185185185186,0.5454545454545454,0.5116279069767441,0.46753954902867134,0.0716212167761094,14,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,lbfgs -1.1588908195495606,0.22834784131356126,0.009360170364379883,0.006497897922186316,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,sgd -0.9054343700408936,0.10390742562798491,0.008926153182983398,0.0058524287090412136,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5555555555555556,0.0,0.5555555555555556,0.0,0.7142857142857143,0.3650793650793651,0.3036686741223649,90,0.3333333333333333,0.0,0.3333333333333333,0.0,0.3333333333333333,0.2,0.1632993161855452,97,0.4166666666666667,0.0,0.4166666666666667,0.0,0.4545454545454545,0.25757575757575757,0.21076405671581147,91,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,adam -0.2328524112701416,0.1378597183192156,0.00843963623046875,0.00507528258036799,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3333333333333333,0.3333333333333333,0.6,0.4,0.5,0.4333333333333333,0.10327955589886445,80,0.3333333333333333,0.3333333333333333,0.4,0.4,0.6,0.4133333333333334,0.09797958971132711,40,0.3333333333333333,0.3333333333333333,0.48,0.4000000000000001,0.5454545454545454,0.41842424242424237,0.08336504079977533,72,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,lbfgs -0.27280654907226565,0.10491636118359528,0.016146039962768553,0.006450296835351153,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0945945945945946,0.1,0.10135135135135136,0.0,0.10067114093959731,0.07932341737710866,0.03973383858482874,101,0.9333333333333333,1.0,1.0,0.0,1.0,0.7866666666666667,0.39417987997585285,1,0.17177914110429449,0.18181818181818182,0.18404907975460125,0.0,0.18292682926829268,0.14411464638907404,0.07219010550432232,101,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,sgd -0.9999641895294189,0.08850493857675767,0.005942773818969726,0.004195308872282816,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.0,0.625,0.0,1.0,0.7142857142857143,0.46785714285714286,0.40159122276773135,68,0.0,0.3333333333333333,0.0,0.26666666666666666,0.3333333333333333,0.18666666666666668,0.15434449203720302,98,0.0,0.43478260869565216,0.0,0.4210526315789474,0.4545454545454545,0.26207613896401083,0.21424905720225224,90,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,adam -0.2185584545135498,0.0734202563880247,0.00913095474243164,0.006285313035368139,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42857142857142855,0.42857142857142855,0.5,0.47058823529411764,0.4444444444444444,0.45443510737628384,0.027476375633622995,74,0.4,0.4,0.3333333333333333,0.5333333333333333,0.5333333333333333,0.43999999999999995,0.07999999999999999,30,0.4137931034482759,0.4137931034482759,0.4,0.5,0.4848484848484848,0.4424869383490074,0.041361975618172515,50,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,lbfgs -1.138340950012207,0.3286209039727908,0.013619375228881837,0.004882972757961756,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,sgd -1.0806994915008545,0.11763003776388532,0.007144403457641601,0.004831335433000921,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,adam -0.16372079849243165,0.04618779109031947,0.008677005767822266,0.005970963666730018,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.30434782608695654,0.4,0.375,0.4666666666666667,0.5333333333333333,0.41586956521739127,0.07840579710144926,85,0.4666666666666667,0.26666666666666666,0.2,0.4666666666666667,0.5333333333333333,0.3866666666666666,0.12927146286443544,50,0.3684210526315789,0.32,0.26086956521739135,0.4666666666666667,0.5333333333333333,0.38985812356979405,0.09845043599120282,80,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,lbfgs -2.0424633502960203,0.22134248352061864,0.007053804397583008,0.004829245359069471,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",1.0,0.5,1.0,0.0,0.5,0.6,0.37416573867739417,43,0.13333333333333333,0.06666666666666667,0.2,0.0,0.06666666666666667,0.09333333333333334,0.0679869268479038,100,0.23529411764705882,0.11764705882352941,0.33333333333333337,0.0,0.11764705882352941,0.1607843137254902,0.11392814938301138,97,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,sgd -0.9434462070465088,0.1484778781611293,0.014284944534301758,0.013364045839024325,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5555555555555556,0.5,0.5555555555555556,0.8333333333333334,0.7777777777777778,0.6444444444444445,0.13425606637327303,33,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.36,0.053333333333333344,54,0.4166666666666667,0.4,0.4166666666666667,0.47619047619047616,0.5833333333333334,0.45857142857142863,0.0675553019448635,30,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,adam -0.1943504810333252,0.021800451667197508,0.0091278076171875,0.005397862931457662,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.29411764705882354,0.2857142857142857,0.375,0.36363636363636365,0.5555555555555556,0.37480477039300564,0.09720405762435463,88,0.3333333333333333,0.26666666666666666,0.2,0.26666666666666666,0.6666666666666666,0.3466666666666667,0.16546231527987806,70,0.3125,0.2758620689655172,0.26086956521739135,0.30769230769230765,0.606060606060606,0.35259690958716444,0.12819529814319888,83,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,lbfgs -1.0447010040283202,0.7086223339879482,0.008688974380493163,0.0059384803860262165,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.018867924528301886,0.0,0.0,0.0,0.0,0.0037735849056603774,0.007547169811320754,102,0.06666666666666667,0.0,0.0,0.0,0.0,0.013333333333333332,0.026666666666666665,102,0.029411764705882353,0.0,0.0,0.0,0.0,0.0058823529411764705,0.011764705882352941,102,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,sgd -0.7131505012512207,0.06630528349638398,0.014674901962280273,0.005995925672010923,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5555555555555556,0.5555555555555556,0.5555555555555556,0.8333333333333334,0.7777777777777778,0.6555555555555556,0.12372809695177826,30,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.36,0.053333333333333344,54,0.4166666666666667,0.4166666666666667,0.4166666666666667,0.47619047619047616,0.5833333333333334,0.46190476190476193,0.06494372236659933,28,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,adam -0.15630788803100587,0.014791659275167731,0.003740406036376953,6.275684255023815e-05,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35,0.26666666666666666,0.46153846153846156,0.3076923076923077,0.5789473684210527,0.39296896086369776,0.11345523627722871,87,0.4666666666666667,0.26666666666666666,0.4,0.26666666666666666,0.7333333333333333,0.42666666666666664,0.17178798302300166,32,0.4,0.26666666666666666,0.42857142857142855,0.28571428571428575,0.6470588235294117,0.40560224089635855,0.13604151246337917,77,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,lbfgs -1.9787222385406493,0.08176500304835621,0.009616374969482422,0.0064056520371898835,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",1.0,1.0,1.0,0.0,1.0,0.8,0.4,1,0.06666666666666667,0.06666666666666667,0.26666666666666666,0.0,0.06666666666666667,0.09333333333333334,0.09043106644167026,100,0.125,0.125,0.4210526315789474,0.0,0.125,0.15921052631578947,0.13958535747764042,98,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,sgd -0.7985566616058349,0.11030980809516747,0.010542964935302735,0.005298464976721426,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5555555555555556,0.5555555555555556,0.5555555555555556,0.7142857142857143,0.7777777777777778,0.6317460317460317,0.09544950081506608,36,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.36,0.053333333333333344,54,0.4166666666666667,0.4166666666666667,0.4166666666666667,0.4545454545454545,0.5833333333333334,0.45757575757575764,0.06456750228079551,32,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,adam -1.0454071044921875,0.1669312089788725,0.01128230094909668,0.005570814435368799,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5333333333333333,0.21428571428571427,0.5,0.375,0.5333333333333333,0.4311904761904762,0.12313092418152281,82,0.5333333333333333,0.2,0.3333333333333333,0.4,0.5333333333333333,0.4,0.12649110640673517,46,0.5333333333333333,0.20689655172413796,0.4,0.38709677419354843,0.5333333333333333,0.41213199851687066,0.12022900115007994,75,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,lbfgs -0.6388984203338623,0.015277726731786064,0.00791015625,0.005230538644550089,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,sgd -3.5481826782226564,0.9144733566820988,0.012675237655639649,0.005863390238840472,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.5,0.625,0.5555555555555556,0.5833333333333334,0.5527777777777778,0.048432210483785265,49,0.4666666666666667,0.2,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.36,0.09977753031397177,54,0.4827586206896552,0.28571428571428575,0.43478260869565216,0.4166666666666667,0.5185185185185186,0.42768814005695577,0.07951263442555433,67,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,adam -0.7620393753051757,0.1733067844300682,0.011530160903930664,0.00560350051558198,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3,0.45454545454545453,0.3,0.5714285714285714,0.625,0.45019480519480515,0.13445472797256988,75,0.4,0.3333333333333333,0.2,0.5333333333333333,0.6666666666666666,0.42666666666666664,0.16110727964792762,32,0.34285714285714286,0.3846153846153846,0.24,0.5517241379310344,0.6451612903225806,0.4328715911452285,0.1461667248688527,56,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,lbfgs -0.6004680633544922,0.20768474768639683,0.008941841125488282,0.005824684147721398,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,sgd -5.321751928329467,4.1845797376008935,0.007228422164916992,0.005013226371759939,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5384615384615384,0.5,0.7,0.5555555555555556,0.6363636363636364,0.586076146076146,0.07227065296455909,45,0.4666666666666667,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.4666666666666667,0.4,0.08432740427115679,46,0.5,0.3478260869565218,0.56,0.4166666666666667,0.5384615384615385,0.4725908584169455,0.0792771454892736,10,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,adam -1.2924973011016845,0.2523875545469384,0.01132965087890625,0.004935556709471333,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3888888888888889,0.4444444444444444,0.5555555555555556,0.3684210526315789,0.6153846153846154,0.4745389113810166,0.09581629528241765,64,0.4666666666666667,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.5333333333333333,0.4133333333333333,0.09797958971132713,43,0.42424242424242425,0.33333333333333337,0.4166666666666667,0.4117647058823529,0.5714285714285715,0.43148714031066976,0.07730314448609706,57,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,lbfgs -1.0223856449127198,0.1165485619025124,0.014341402053833007,0.003429073756154728,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,0.0,0.0,0.0,0.0,0.0,0.0,0.0,103,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,sgd -7.071591854095459,4.976232353106983,0.006159734725952148,0.004461405632474714,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5384615384615384,0.4444444444444444,0.6,0.38461538461538464,0.6363636363636364,0.5207770007770007,0.09414450772854148,53,0.4666666666666667,0.26666666666666666,0.4,0.3333333333333333,0.4666666666666667,0.3866666666666666,0.07774602526460402,50,0.5,0.33333333333333337,0.48,0.3571428571428571,0.5384615384615385,0.44178754578754587,0.08139014910506913,51,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,adam -0.24203500747680665,0.16205112359090382,0.008164930343627929,0.0054386710811569275,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.3333333333333333,0.4444444444444444,0.5,0.5625,0.46805555555555556,0.07703013679923361,67,0.6,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.6,0.42666666666666664,0.14360439485692011,32,0.5454545454545454,0.3333333333333333,0.33333333333333337,0.4,0.5806451612903225,0.43855327468230687,0.10511594839627039,55,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,lbfgs -0.7303617000579834,0.0626054775476879,0.00959329605102539,0.0042701936920911615,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.6,0.6666666666666666,0.625,0.7142857142857143,0.6211904761904762,0.07195205004493571,39,0.26666666666666666,0.4,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.31999999999999995,0.04988876515698589,87,0.3478260869565218,0.48,0.3809523809523809,0.43478260869565216,0.4545454545454545,0.4196213062300019,0.04846645681714148,71,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,sgd -0.9958017349243165,0.10545711391772676,0.008020877838134766,0.004976107697699562,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6153846153846154,0.5555555555555556,0.6666666666666666,0.5,0.6666666666666666,0.6008547008547008,0.06495726495726493,42,0.5333333333333333,0.3333333333333333,0.4,0.2,0.5333333333333333,0.4,0.12649110640673517,46,0.5714285714285715,0.4166666666666667,0.5,0.28571428571428575,0.5925925925925926,0.47328042328042325,0.11222171083204964,9,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,adam -0.1517049789428711,0.04048316370139143,0.008875179290771484,0.006180192693781686,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.25,0.36363636363636365,0.5384615384615384,0.3684210526315789,0.45,0.3941037909458962,0.096246885865021,86,0.3333333333333333,0.5333333333333333,0.4666666666666667,0.4666666666666667,0.6,0.4800000000000001,0.08844332774281066,10,0.28571428571428575,0.43243243243243246,0.5,0.4117647058823529,0.5142857142857143,0.42883942766295713,0.08142991712870612,65,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,lbfgs -0.12486963272094727,0.09038028379453307,0.012616443634033202,0.004480629685502369,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.21739130434782608,0.041666666666666664,0.1092436974789916,0.3157894736842105,0.13681822843553898,0.11580684719358847,97,0.0,0.3333333333333333,0.06666666666666667,0.8666666666666667,0.8,0.4133333333333333,0.3612324582438418,43,0.0,0.26315789473684204,0.05128205128205127,0.19402985074626863,0.45283018867924535,0.19225999708888147,0.16109944550049726,94,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,sgd -0.8435592651367188,0.24080641516557932,0.0067424774169921875,0.005694366018442054,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.45454545454545453,0.5454545454545454,0.625,0.6666666666666666,0.5583333333333333,0.0781295338445681,48,0.4,0.3333333333333333,0.4,0.3333333333333333,0.5333333333333333,0.4,0.07302967433402216,46,0.4444444444444445,0.3846153846153846,0.4615384615384615,0.43478260869565216,0.5925925925925926,0.46359469837730705,0.06939637679553083,18,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,adam -0.1824646472930908,0.030739674963706727,0.007960987091064454,0.005595631465900453,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4,0.35,0.5,0.4,0.6428571428571429,0.4585714285714285,0.10423677912545544,73,0.5333333333333333,0.4666666666666667,0.4666666666666667,0.5333333333333333,0.6,0.52,0.04988876515698587,6,0.4571428571428572,0.4,0.4827586206896552,0.4571428571428572,0.6206896551724138,0.4835467980295567,0.07373355835508473,6,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,lbfgs -0.9070946216583252,0.0873338151751833,0.008643293380737304,0.004444596554354639,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.375,0.5,0.625,0.8,0.7142857142857143,0.6028571428571429,0.15117566481630917,41,0.2,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.29333333333333333,0.05333333333333333,90,0.26086956521739135,0.4,0.43478260869565216,0.4,0.4545454545454545,0.39003952569169964,0.06789147092206982,79,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,sgd -1.0312228202819824,0.2240013126743463,0.008401584625244141,0.005036387679546411,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.5555555555555556,0.6666666666666666,0.75,0.6666666666666666,0.6277777777777778,0.08888888888888888,38,0.4,0.3333333333333333,0.4,0.4,0.5333333333333333,0.4133333333333333,0.06531972647421809,43,0.4444444444444445,0.4166666666666667,0.5,0.5217391304347827,0.5925925925925926,0.4950885668276973,0.06157309690697586,2,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,adam -0.10782222747802735,0.017791448491651676,0.008440351486206055,0.005205865032097013,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4444444444444444,0.2857142857142857,0.5,0.5294117647058824,0.4,0.4319140989729225,0.08566374893710224,81,0.5333333333333333,0.26666666666666666,0.3333333333333333,0.6,0.6666666666666666,0.48,0.154344492037203,11,0.4848484848484848,0.2758620689655172,0.4,0.5625,0.5,0.4446421107628004,0.09904660623748283,48,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,lbfgs -0.8127264022827149,0.050913727943821055,0.00808095932006836,0.005125085837985253,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.4444444444444444,0.6666666666666666,0.6,0.8333333333333334,0.7777777777777778,0.6644444444444445,0.13705905728986026,15,0.26666666666666666,0.4,0.4,0.3333333333333333,0.4666666666666667,0.37333333333333335,0.0679869268479038,52,0.33333333333333337,0.5,0.48,0.47619047619047616,0.5833333333333334,0.47457142857142864,0.08056805126322555,8,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,sgd -5.119426250457764,0.3527605138271683,0.008616304397583008,0.005849846523354942,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.47058823529411764,0.5555555555555556,0.5714285714285714,0.46153846153846156,0.7857142857142857,0.5689650219061984,0.1169483511999788,47,0.5333333333333333,0.3333333333333333,0.26666666666666666,0.4,0.7333333333333333,0.4533333333333333,0.16546231527987806,18,0.5,0.4166666666666667,0.36363636363636365,0.42857142857142855,0.7586206896551724,0.49349902970592624,0.13950976641581753,3,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,adam -0.10487031936645508,0.011605927634975708,0.011761808395385742,0.005780647099516766,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35294117647058826,0.2,0.42857142857142855,0.4117647058823529,0.4375,0.36615546218487394,0.08814562270185099,89,0.4,0.13333333333333333,0.2,0.4666666666666667,0.4666666666666667,0.33333333333333337,0.1398411797560202,80,0.37500000000000006,0.16,0.27272727272727276,0.43749999999999994,0.45161290322580644,0.33936803519061587,0.10964699093326954,85,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,lbfgs -0.37068662643432615,0.14104359883722833,0.006145763397216797,0.0047629600201415725,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0975609756097561,0.23076923076923078,0.14285714285714285,0.13861386138613863,0.1348314606741573,0.14892653425928512,0.04399660764319989,96,0.5333333333333333,0.6,0.6,0.9333333333333333,0.8,0.6933333333333334,0.14966629547095767,3,0.16494845360824742,0.33333333333333337,0.23076923076923073,0.24137931034482765,0.23076923076923075,0.24023991176497397,0.053881118468050423,92,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,sgd -5.082571077346802,0.15722354365913227,0.01005849838256836,0.004110293923621963,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5263157894736842,0.5555555555555556,0.3,0.5,0.7333333333333333,0.5230409356725146,0.13825263931645523,52,0.6666666666666666,0.3333333333333333,0.2,0.4666666666666667,0.7333333333333333,0.48,0.19955506062794354,11,0.5882352941176471,0.4166666666666667,0.24,0.4827586206896552,0.7333333333333333,0.4921987829614604,0.16538883048200548,4,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,adam -0.10161924362182617,0.008761753237019654,0.008851957321166993,0.006177293601225994,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.43478260869565216,0.3125,0.625,0.5,0.42105263157894735,0.45866704805491987,0.10268902621671153,72,0.6666666666666666,0.3333333333333333,0.3333333333333333,0.4,0.5333333333333333,0.4533333333333333,0.12927146286443544,18,0.5263157894736841,0.3225806451612903,0.43478260869565216,0.4444444444444445,0.47058823529411764,0.43974234461383765,0.06666333755305807,54,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,lbfgs -1.2622997283935546,0.09218725991849029,0.013661527633666992,0.008627522572310215,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5714285714285714,0.5,0.6,0.8,0.7777777777777778,0.6498412698412699,0.11832202153890528,31,0.26666666666666666,0.3333333333333333,0.4,0.26666666666666666,0.4666666666666667,0.3466666666666667,0.07774602526460402,70,0.36363636363636365,0.4,0.48,0.4,0.5833333333333334,0.4453939393939394,0.0787786474778473,46,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,sgd -5.234233665466308,0.30548989202735133,0.006778192520141601,0.0044869098949181065,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.3888888888888889,0.5,0.3333333333333333,0.5,0.6875,0.48194444444444445,0.12136695708307488,62,0.4666666666666667,0.26666666666666666,0.13333333333333333,0.4666666666666667,0.7333333333333333,0.4133333333333334,0.20396078054371136,40,0.42424242424242425,0.3478260869565218,0.19047619047619044,0.4827586206896552,0.7096774193548386,0.4309961483439261,0.1703850500417928,60,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,adam -0.3086900234222412,0.03862001600630196,0.009451961517333985,0.006242851751649479,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.47058823529411764,0.5714285714285714,0.4444444444444444,0.4666666666666667,0.55,0.50062558356676,0.05032428203093065,56,0.5333333333333333,0.26666666666666666,0.26666666666666666,0.4666666666666667,0.7333333333333333,0.4533333333333333,0.17587874611030557,18,0.5,0.36363636363636365,0.33333333333333337,0.4666666666666667,0.6285714285714286,0.4584415584415584,0.10524164777526895,31,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,lbfgs -1.1983581066131592,0.07082159500866334,0.00914158821105957,0.006221402533103099,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6363636363636364,0.7,0.6,0.8333333333333334,0.7777777777777778,0.7094949494949495,0.08651702369028708,5,0.4666666666666667,0.4666666666666667,0.4,0.3333333333333333,0.4666666666666667,0.42666666666666664,0.05333333333333334,32,0.5384615384615385,0.56,0.48,0.47619047619047616,0.5833333333333334,0.5275970695970696,0.042854723327963806,1,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,sgd -6.268785619735718,0.30309011041804274,0.014647626876831054,0.005144485436112978,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.4444444444444444,0.6,0.2727272727272727,0.46153846153846156,0.6470588235294118,0.485153800447918,0.13171397164162335,61,0.5333333333333333,0.4,0.2,0.4,0.7333333333333333,0.4533333333333333,0.17587874611030557,18,0.4848484848484848,0.48,0.23076923076923075,0.42857142857142855,0.6875,0.4623378288378289,0.1457949729209217,27,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,adam -0.33188724517822266,0.12956501147713365,0.010726833343505859,0.00529533676377834,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3684210526315789,0.5555555555555556,0.45454545454545453,0.5333333333333333,0.5625,0.49487107921318446,0.0739613234266011,59,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.6,0.4533333333333333,0.10666666666666667,18,0.4117647058823529,0.4166666666666667,0.3846153846153846,0.5333333333333333,0.5806451612903225,0.46540505035761204,0.07703794063548712,16,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,lbfgs -2.778732919692993,0.36696877066412625,0.01143198013305664,0.005641401170234552,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.325,0.16071428571428573,0.1956521739130435,0.2619047619047619,0.3,0.24865424430641822,0.06194076693093702,94,0.8666666666666667,0.6,0.6,0.7333333333333333,0.8,0.7200000000000001,0.10666666666666669,2,0.4727272727272728,0.25352112676056343,0.29508196721311475,0.38596491228070173,0.4363636363636363,0.36873178306905774,0.08292635394660111,82,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,sgd -6.367020463943481,0.5211585486895912,0.008514690399169921,0.005660813126446896,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.4,0.5,0.42857142857142855,0.45454545454545453,0.7857142857142857,0.5137662337662338,0.1398951490363389,54,0.5333333333333333,0.3333333333333333,0.2,0.3333333333333333,0.7333333333333333,0.42666666666666664,0.18666666666666665,32,0.4571428571428572,0.4,0.27272727272727276,0.3846153846153846,0.7586206896551724,0.4546212408281374,0.16333507824172008,34,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,adam -0.3735246181488037,0.0863458312966968,0.01742525100708008,0.002774799630486419,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.375,0.35294117647058826,0.45454545454545453,0.4666666666666667,0.45454545454545453,0.42073975044563283,0.04708227755073373,84,0.4,0.4,0.3333333333333333,0.4666666666666667,0.6666666666666666,0.4533333333333333,0.11469767022723501,18,0.38709677419354843,0.37500000000000006,0.3846153846153846,0.4666666666666667,0.5405405405405405,0.43078387320322803,0.06400942643026018,62,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,lbfgs -1.946035385131836,0.09602394900354472,0.007206344604492187,0.003866222327511732,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5555555555555556,0.5,0.5454545454545454,0.5714285714285714,0.7777777777777778,0.59004329004329,0.09682571940342351,44,0.3333333333333333,0.3333333333333333,0.4,0.26666666666666666,0.4666666666666667,0.36,0.0679869268479038,54,0.4166666666666667,0.4,0.4615384615384615,0.36363636363636365,0.5833333333333334,0.4450349650349651,0.07597031631959124,47,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,sgd -5.476571178436279,0.2618727688082109,0.006183195114135742,0.004987183932176961,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.42105263157894735,0.4666666666666667,0.5714285714285714,0.5,0.6,0.5118295739348371,0.06594868430931458,55,0.5333333333333333,0.4666666666666667,0.26666666666666666,0.4666666666666667,0.6,0.4666666666666667,0.1115546702045434,14,0.47058823529411764,0.4666666666666667,0.36363636363636365,0.4827586206896552,0.6,0.47672997725736066,0.07504798425653784,7,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,adam -0.4889818668365479,0.239773841079509,0.015744447708129883,0.005359900863621688,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.46153846153846156,0.35294117647058826,0.5333333333333333,0.4,0.5882352941176471,0.46720965309200607,0.08558753589873809,69,0.4,0.4,0.5333333333333333,0.5333333333333333,0.6666666666666666,0.5066666666666666,0.09977753031397174,8,0.42857142857142855,0.37500000000000006,0.5333333333333333,0.4571428571428572,0.625,0.48380952380952386,0.08716562283944662,5,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,lbfgs -0.759115743637085,0.14721493594848023,0.005715131759643555,0.004034838251303193,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.8,0.5,0.75,1.0,0.6666666666666666,0.7433333333333333,0.16384274303259344,2,0.26666666666666666,0.2,0.2,0.2,0.26666666666666666,0.22666666666666666,0.03265986323710903,94,0.4,0.28571428571428575,0.31578947368421056,0.33333333333333337,0.3809523809523809,0.3431578947368421,0.04196371960221408,84,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,sgd -0.8245883464813233,0.16376477689238397,0.0063931941986083984,0.005375423979452861,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.5,0.625,0.8333333333333334,0.6,0.6316666666666667,0.10959521481849066,37,0.4,0.2,0.3333333333333333,0.3333333333333333,0.4,0.3333333333333333,0.07302967433402216,81,0.48,0.28571428571428575,0.43478260869565216,0.47619047619047616,0.48,0.43133747412008283,0.07478750777832884,59,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,adam -0.2238750457763672,0.04878833732808383,0.014408445358276368,0.006045439219583779,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3157894736842105,0.45454545454545453,0.46153846153846156,0.5294117647058824,0.5882352941176471,0.4699040897183312,0.09121471767382552,66,0.4,0.3333333333333333,0.4,0.6,0.6666666666666666,0.48,0.12927146286443542,11,0.35294117647058826,0.3846153846153846,0.42857142857142855,0.5625,0.625,0.47072559793148033,0.10515535628705755,12,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,lbfgs -0.1802292823791504,0.13198485226689932,0.005735158920288086,0.004099742733819479,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.08602150537634409,0.09523809523809523,0.03529411764705882,0.05970149253731343,0.17647058823529413,0.09054515980682114,0.04781145430408293,100,0.5333333333333333,0.9333333333333333,0.2,0.26666666666666666,0.4,0.4666666666666667,0.2599145158615724,14,0.14814814814814814,0.17283950617283952,0.060000000000000005,0.09756097560975609,0.2448979591836735,0.14468931782288344,0.06362315554543868,100,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,sgd -0.8209069728851318,0.13490675849299671,0.008149385452270508,0.00581437879705174,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5833333333333334,0.5714285714285714,0.5555555555555556,0.5,0.6363636363636364,0.5693362193362194,0.04402360679674,46,0.4666666666666667,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.37333333333333335,0.08,52,0.5185185185185186,0.36363636363636365,0.4166666666666667,0.4,0.5384615384615385,0.4474566174566174,0.06864062352602349,44,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,adam -0.20330414772033692,0.07206081814565471,0.0059587955474853516,0.004690748839222246,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.375,0.46153846153846156,0.46153846153846156,0.4,0.5263157894736842,0.4448785425101215,0.053073958356688704,78,0.4,0.4,0.4,0.26666666666666666,0.6666666666666666,0.42666666666666664,0.13063945294843615,32,0.38709677419354843,0.42857142857142855,0.42857142857142855,0.32,0.5882352941176471,0.4304949850908105,0.08829717058949293,63,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,lbfgs -0.7692746639251709,0.05447056267615034,0.013810300827026367,0.004286833606119798,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.625,0.5,0.42857142857142855,1.0,0.6666666666666666,0.6440476190476191,0.19736070319476692,34,0.3333333333333333,0.13333333333333333,0.2,0.13333333333333333,0.26666666666666666,0.21333333333333332,0.077746025264604,96,0.43478260869565216,0.2105263157894737,0.27272727272727276,0.23529411764705882,0.3809523809523809,0.3068565391623677,0.08651100736023074,89,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,sgd -0.8554941654205322,0.11422379543194115,0.008187627792358399,0.004765914547655926,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.4444444444444444,0.4166666666666667,0.625,0.6,0.6666666666666666,0.5505555555555556,0.10065219420127343,50,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.4,0.4,0.3466666666666667,0.0498887651569859,70,0.33333333333333337,0.3703703703703704,0.43478260869565216,0.48,0.5,0.4236972624798712,0.06344192307758138,70,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,adam -0.13563079833984376,0.016633271372635216,0.005882692337036133,0.0039856571950420555,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4444444444444444,0.3333333333333333,0.2222222222222222,0.3333333333333333,0.3684210526315789,0.34035087719298246,0.07166069558849306,91,0.5333333333333333,0.3333333333333333,0.13333333333333333,0.26666666666666666,0.4666666666666667,0.3466666666666667,0.14236104336041747,70,0.4848484848484848,0.3333333333333333,0.16666666666666669,0.2962962962962963,0.4117647058823529,0.33858189740542677,0.10781475233450076,86,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,lbfgs -0.7927062511444092,0.06724580262217573,0.003727149963378906,0.0003528222953671539,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5714285714285714,0.625,0.5555555555555556,1.0,0.6666666666666666,0.6837301587301587,0.1629769199685306,9,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.2,0.26666666666666666,0.27999999999999997,0.04988876515698587,92,0.36363636363636365,0.43478260869565216,0.4166666666666667,0.33333333333333337,0.3809523809523809,0.3858742706568794,0.03638542780699871,81,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,sgd -3.743466520309448,0.16914456837733777,0.010659170150756837,0.005657331519070655,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.42105263157894735,0.3333333333333333,0.3333333333333333,0.5714285714285714,0.6470588235294118,0.4612413386407194,0.12728347243733512,71,0.5333333333333333,0.2,0.06666666666666667,0.5333333333333333,0.7333333333333333,0.4133333333333334,0.2436755584332942,40,0.47058823529411764,0.25,0.1111111111111111,0.5517241379310344,0.6875,0.4141846968672526,0.20765833717442256,74,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,adam -0.11852779388427734,0.014900720186650358,0.007598209381103516,0.007723083564537698,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4444444444444444,0.35714285714285715,0.5454545454545454,0.4375,0.45,0.4469083694083694,0.05978853155326872,77,0.5333333333333333,0.3333333333333333,0.4,0.4666666666666667,0.6,0.4666666666666667,0.09428090415820632,14,0.4848484848484848,0.3448275862068965,0.4615384615384615,0.45161290322580644,0.5142857142857143,0.45142263002107275,0.05750465155295429,40,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,lbfgs -0.28295345306396485,0.11905961747998707,0.011209774017333984,0.005564970639038391,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.1,0.08396946564885496,0.15789473684210525,0.13131313131313133,0.32,0.1586354667608183,0.08461524799578161,95,0.8666666666666667,0.7333333333333333,0.2,0.8666666666666667,0.5333333333333333,0.64,0.2515728301881761,4,0.1793103448275862,0.1506849315068493,0.17647058823529413,0.22807017543859653,0.4,0.22690720800166525,0.09009063943225158,93,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,sgd -3.6604369640350343,0.36095289120754437,0.006828022003173828,0.0048103894633896895,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5555555555555556,0.3333333333333333,0.42857142857142855,0.5,0.5789473684210527,0.4792815371762741,0.08950156626440632,63,0.6666666666666666,0.2,0.2,0.4,0.7333333333333333,0.44000000000000006,0.2254871270038368,27,0.606060606060606,0.25,0.27272727272727276,0.4444444444444445,0.6470588235294117,0.44405822935234696,0.1639921056239565,49,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,adam -0.12523365020751953,0.020899726059078628,0.008401584625244141,0.0054828596519008455,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42857142857142855,0.5,0.45454545454545453,0.5384615384615384,0.4444444444444444,0.4732045732045732,0.04035812613830159,65,0.6,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.5333333333333333,0.4533333333333333,0.10666666666666667,18,0.5,0.4,0.3846153846153846,0.5,0.4848484848484848,0.4538927738927739,0.05082085473962013,35,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,lbfgs -1.0066272735595703,0.06074255029730996,0.008684158325195312,0.0059500776808615536,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.7142857142857143,0.5,0.625,1.0,0.6,0.687857142857143,0.1703477835104959,7,0.3333333333333333,0.2,0.3333333333333333,0.06666666666666667,0.2,0.22666666666666666,0.09977753031397175,94,0.4545454545454545,0.28571428571428575,0.43478260869565216,0.125,0.3,0.32000846979107844,0.11906135934316976,88,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,sgd -4.3236486434936525,0.35967097486197996,0.00639958381652832,0.003974471413595924,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.47368421052631576,0.375,0.5,0.5384615384615384,0.6111111111111112,0.4996513720197931,0.0776426197670512,57,0.6,0.2,0.2,0.4666666666666667,0.7333333333333333,0.44000000000000006,0.21333333333333332,27,0.5294117647058824,0.26086956521739135,0.28571428571428575,0.5,0.6666666666666666,0.44853245646084516,0.15394805726437485,43,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,adam -0.3109908103942871,0.04488196124195303,0.006319856643676758,0.004449945295188987,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.47619047619047616,0.3333333333333333,0.3333333333333333,0.5625,0.5294117647058824,0.446953781512605,0.09677214930303431,76,0.6666666666666666,0.2,0.13333333333333333,0.6,0.6,0.44000000000000006,0.22548712700383686,27,0.5555555555555556,0.25,0.19047619047619044,0.5806451612903225,0.5625,0.4278353814644137,0.17074111374406964,66,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,lbfgs -1.572326374053955,0.11315981763276406,0.010222911834716797,0.0052833591170248365,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5714285714285714,0.6666666666666666,0.625,1.0,0.7142857142857143,0.7154761904761905,0.14984875216723395,3,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.2,0.3333333333333333,0.27999999999999997,0.04988876515698587,92,0.36363636363636365,0.3809523809523809,0.43478260869565216,0.33333333333333337,0.4545454545454545,0.3934500282326369,0.04494462395858546,78,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,sgd -2.997924041748047,0.16643958760288383,0.011854219436645507,0.006016568258253904,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.4444444444444444,0.4444444444444444,0.6,0.5333333333333333,0.6666666666666666,0.5377777777777777,0.08709296863229077,51,0.5333333333333333,0.26666666666666666,0.2,0.5333333333333333,0.6666666666666666,0.43999999999999995,0.1768866554856213,30,0.4848484848484848,0.33333333333333337,0.3,0.5333333333333333,0.6666666666666666,0.46363636363636357,0.13437608777615112,17,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,adam -0.34551491737365725,0.1651130868529801,0.00661320686340332,0.004621274120593658,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.36363636363636365,0.5555555555555556,0.4375,0.47368421052631576,0.46607522594364703,0.06407149190888367,70,0.6,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.6,0.4533333333333333,0.13597385369580758,18,0.5454545454545454,0.30769230769230765,0.4166666666666667,0.45161290322580644,0.5294117647058824,0.4501676375490417,0.08577044941909168,41,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,lbfgs -0.37261362075805665,0.12225300198948054,0.00863819122314453,0.005781580587140833,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",1.0,0.35714285714285715,0.08823529411764706,0.0,0.06896551724137931,0.3028687337003767,0.36917350415169653,92,0.13333333333333333,0.3333333333333333,0.2,0.0,0.26666666666666666,0.18666666666666668,0.11469767022723501,98,0.23529411764705882,0.3448275862068965,0.12244897959183675,0.0,0.10958904109589042,0.1624319449083365,0.11777284314005254,96,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,sgd -2.960080862045288,0.11137632477654491,0.006448125839233399,0.0038600176056082388,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5555555555555556,0.375,0.5,0.5,0.5333333333333333,0.4927777777777778,0.0625487464223892,60,0.6666666666666666,0.2,0.26666666666666666,0.4666666666666667,0.5333333333333333,0.42666666666666664,0.17178798302300166,32,0.606060606060606,0.26086956521739135,0.3478260869565218,0.4827586206896552,0.5333333333333333,0.4461696424515015,0.12530678841217258,45,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,adam -0.30463743209838867,0.04127492521765691,0.011582326889038087,0.006051688705702271,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42857142857142855,0.4,0.4,0.3333333333333333,0.5555555555555556,0.4234920634920635,0.07307382103555078,83,0.8,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.6666666666666666,0.4666666666666666,0.2231093404090868,17,0.5581395348837209,0.32,0.32,0.3333333333333333,0.606060606060606,0.42750669485553205,0.12722455659059811,68,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,lbfgs -1.9215546607971192,0.15562285520330288,0.011034154891967773,0.0063664026159197164,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.625,0.6,0.5,1.0,0.7142857142857143,0.687857142857143,0.17034778351049587,7,0.3333333333333333,0.2,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.29333333333333333,0.05333333333333333,90,0.43478260869565216,0.3,0.3478260869565218,0.5,0.4545454545454545,0.4074308300395256,0.07298091189637458,76,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,sgd -1.8587226390838623,0.42851661148282305,0.0034416675567626952,0.0002098409995770415,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.375,0.5,0.4666666666666667,0.6470588235294118,0.4977450980392157,0.08756367485972942,58,0.6,0.2,0.26666666666666666,0.4666666666666667,0.7333333333333333,0.4533333333333333,0.19955506062794354,18,0.5454545454545454,0.26086956521739135,0.3478260869565218,0.4666666666666667,0.6875,0.46166337285902503,0.1492147824856125,29,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,adam -0.0011146068572998047,0.00010399172341743534,0.0040626049041748045,0.0002610510946697907,{},0.45454545454545453,0.6363636363636364,0.6,0.41379310344827586,0.4666666666666667,0.5142737722048067,0.08739015308856095,1,0.3333333333333333,0.4666666666666667,0.6,0.8,0.4666666666666667,0.5333333333333334,0.15776212754932312,1,0.3846153846153846,0.5384615384615385,0.6,0.5454545454545454,0.4666666666666667,0.507039627039627,0.07446119053250388,1,GaussianNB,,,,,,,,,,, -0.02790231704711914,0.022153958293586472,0.008116388320922851,0.006122156504844073,"{'gamma': 'scale', 'kernel': 'linear'}",1.0,0.75,0.7142857142857143,0.7,0.3333333333333333,0.6995238095238097,0.21314192093074952,1,0.13333333333333333,0.2,0.3333333333333333,0.4666666666666667,0.06666666666666667,0.24,0.14360439485692011,3,0.23529411764705882,0.31578947368421056,0.4545454545454545,0.56,0.1111111111111111,0.335348031397567,0.15833638365089706,3,SVC,scale,linear,,,,,,,,, -0.014887428283691407,0.013021251490299675,0.007956981658935547,0.005396512718380186,"{'gamma': 'scale', 'kernel': 'poly'}",0.5,0.5,0.6666666666666666,0.4666666666666667,0.5,0.5266666666666666,0.07118052168020872,5,0.06666666666666667,0.06666666666666667,0.26666666666666666,0.4666666666666667,0.2,0.21333333333333332,0.14847371634213394,5,0.11764705882352941,0.11764705882352941,0.3809523809523809,0.4666666666666667,0.28571428571428575,0.27372549019607845,0.1397058254880784,5,SVC,scale,poly,,,,,,,,, -0.006366443634033203,0.0005311921083545123,0.009642982482910156,0.00357728132053229,"{'gamma': 'scale', 'kernel': 'rbf'}",0.5,1.0,0.5,0.3333333333333333,1.0,0.6666666666666667,0.27888667551135854,3,0.13333333333333333,0.13333333333333333,0.13333333333333333,0.13333333333333333,0.13333333333333333,0.13333333333333333,0.0,7,0.2105263157894737,0.23529411764705882,0.2105263157894737,0.19047619047619044,0.23529411764705882,0.2164234114698511,0.017058820917483876,7,SVC,scale,rbf,,,,,,,,, -0.010137701034545898,0.007423732722646132,0.011519718170166015,0.00575514005220426,"{'gamma': 'scale', 'kernel': 'sigmoid'}",0.3333333333333333,0.375,0.7777777777777778,0.5384615384615384,0.5714285714285714,0.5192002442002442,0.1583043622111205,7,0.4666666666666667,0.2,0.4666666666666667,0.4666666666666667,0.26666666666666666,0.37333333333333335,0.11623730516108462,1,0.3888888888888889,0.26086956521739135,0.5833333333333334,0.5,0.36363636363636365,0.41934563021519544,0.11184175677402752,1,SVC,scale,sigmoid,,,,,,,,, -0.017789793014526368,0.008460058318269218,0.014922189712524413,0.008628726790511012,"{'gamma': 'auto', 'kernel': 'linear'}",1.0,0.75,0.7142857142857143,0.7,0.3333333333333333,0.6995238095238097,0.21314192093074952,1,0.13333333333333333,0.2,0.3333333333333333,0.4666666666666667,0.06666666666666667,0.24,0.14360439485692011,3,0.23529411764705882,0.31578947368421056,0.4545454545454545,0.56,0.1111111111111111,0.335348031397567,0.15833638365089706,3,SVC,auto,linear,,,,,,,,, -0.00885319709777832,0.00455262237703426,0.014904403686523437,0.005125036134913085,"{'gamma': 'auto', 'kernel': 'poly'}",0.5,0.5,0.6666666666666666,0.4666666666666667,0.5,0.5266666666666666,0.07118052168020872,5,0.06666666666666667,0.06666666666666667,0.26666666666666666,0.4666666666666667,0.2,0.21333333333333332,0.14847371634213394,5,0.11764705882352941,0.11764705882352941,0.3809523809523809,0.4666666666666667,0.28571428571428575,0.27372549019607845,0.1397058254880784,5,SVC,auto,poly,,,,,,,,, -0.01269674301147461,0.0067600277633143736,0.011111164093017578,0.0035439656293096834,"{'gamma': 'auto', 'kernel': 'rbf'}",0.5,1.0,0.3333333333333333,0.3333333333333333,0.6666666666666666,0.5666666666666667,0.24944382578492946,4,0.13333333333333333,0.13333333333333333,0.06666666666666667,0.13333333333333333,0.13333333333333333,0.12,0.02666666666666667,8,0.2105263157894737,0.23529411764705882,0.1111111111111111,0.19047619047619044,0.2222222222222222,0.19392599144921127,0.04394945924911874,8,SVC,auto,rbf,,,,,,,,, -0.006086540222167969,0.0031379529971730974,0.004503202438354492,0.000156884091896281,"{'gamma': 'auto', 'kernel': 'sigmoid'}",0.32,0.4,0.7777777777777778,0.36363636363636365,0.5714285714285714,0.48656854256854254,0.16873384706225117,8,0.5333333333333333,0.26666666666666666,0.4666666666666667,0.26666666666666666,0.26666666666666666,0.36,0.11623730516108462,2,0.4,0.32,0.5833333333333334,0.30769230769230765,0.36363636363636365,0.3949324009324009,0.09972535526968038,2,SVC,auto,sigmoid,,,,,,,,, -0.002175712585449219,0.00011703517088805514,0.004002571105957031,0.0006470916191358657,"{'criterion': 'gini', 'splitter': 'best'}",0.35,0.38461538461538464,0.47058823529411764,0.45454545454545453,0.47058823529411764,0.42606746194981493,0.049557498047122985,2,0.4666666666666667,0.3333333333333333,0.5333333333333333,0.6666666666666666,0.5333333333333333,0.5066666666666666,0.1083205120618128,1,0.4,0.3571428571428571,0.5,0.5405405405405405,0.5,0.4595366795366795,0.06908733194738162,1,DecisionTreeClassifier,,,gini,best,,,,,,, -0.001074361801147461,3.4511416685696285e-05,0.0034744739532470703,9.017506316886484e-05,"{'criterion': 'gini', 'splitter': 'random'}",0.4,0.5714285714285714,0.375,0.3684210526315789,0.4666666666666667,0.4363032581453634,0.07597999302913667,1,0.4,0.5333333333333333,0.4,0.4666666666666667,0.4666666666666667,0.4533333333333334,0.04988876515698587,3,0.4000000000000001,0.5517241379310344,0.38709677419354843,0.4117647058823529,0.4666666666666667,0.4434504569347205,0.06054725258323541,2,DecisionTreeClassifier,,,gini,random,,,,,,, -0.0022878646850585938,0.00017834825276861498,0.0038056373596191406,0.0007435046596200587,"{'criterion': 'entropy', 'splitter': 'best'}",0.4090909090909091,0.4375,0.26666666666666666,0.5555555555555556,0.35714285714285715,0.40519119769119766,0.09504335357783475,3,0.6,0.4666666666666667,0.26666666666666666,0.6666666666666666,0.3333333333333333,0.4666666666666667,0.15202339001321838,2,0.4864864864864865,0.45161290322580644,0.26666666666666666,0.606060606060606,0.3448275862068965,0.4311308497292924,0.1171160975198834,3,DecisionTreeClassifier,,,entropy,best,,,,,,, -0.001043558120727539,2.8202811764707332e-05,0.003412199020385742,0.00011243567411316936,"{'criterion': 'entropy', 'splitter': 'random'}",0.5,0.3333333333333333,0.35714285714285715,0.3333333333333333,0.45454545454545453,0.3956709956709957,0.06871263173818043,4,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.3333333333333333,0.3733333333333333,0.08,4,0.4,0.3333333333333333,0.3448275862068965,0.4102564102564102,0.3846153846153846,0.3746065428824049,0.03035187542201148,4,DecisionTreeClassifier,,,entropy,random,,,,,,, -0.35593667030334475,0.010333806745737738,0.024236011505126952,0.003398214031381835,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'sqrt'}",0.5555555555555556,0.75,0.75,0.5384615384615384,0.5,0.6188034188034187,0.10862269385078994,8,0.3333333333333333,0.4,0.4,0.4666666666666667,0.26666666666666666,0.37333333333333335,0.0679869268479038,3,0.4166666666666667,0.5217391304347827,0.5217391304347827,0.5,0.3478260869565218,0.4615942028985508,0.06880624620561868,4,RandomForestClassifier,,,gini,,balanced,sqrt,,,,, -0.3352837562561035,0.019288861758595937,0.02689075469970703,0.003635909086667752,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'log2'}",0.625,0.75,0.5714285714285714,0.6153846153846154,0.5555555555555556,0.6234737484737485,0.0684079486990745,6,0.3333333333333333,0.4,0.26666666666666666,0.5333333333333333,0.3333333333333333,0.3733333333333333,0.09043106644167025,4,0.43478260869565216,0.5217391304347827,0.36363636363636365,0.5714285714285715,0.4166666666666667,0.4616506681724073,0.07485194485860189,3,RandomForestClassifier,,,gini,,balanced,log2,,,,, -0.333017635345459,0.019839370631251872,0.03382730484008789,0.005317750846437921,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.625,0.75,0.6666666666666666,0.5714285714285714,0.5,0.6226190476190476,0.08464947064110084,7,0.3333333333333333,0.4,0.4,0.5333333333333333,0.2,0.3733333333333333,0.1083205120618128,4,0.43478260869565216,0.5217391304347827,0.5,0.5517241379310344,0.28571428571428575,0.458792032555151,0.09468808669264964,5,RandomForestClassifier,,,entropy,,balanced,sqrt,,,,, -0.35799365043640136,0.012151390184685628,0.03208537101745605,0.004717933025325736,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'log2'}",0.5555555555555556,0.75,0.625,0.6428571428571429,0.5714285714285714,0.628968253968254,0.06864047082679255,3,0.3333333333333333,0.4,0.3333333333333333,0.6,0.26666666666666666,0.3866666666666666,0.11469767022723501,2,0.4166666666666667,0.5217391304347827,0.43478260869565216,0.6206896551724138,0.36363636363636365,0.4715028849211758,0.09030055228393769,2,RandomForestClassifier,,,entropy,,balanced,log2,,,,, -0.4261451244354248,0.008529486036713,0.024214553833007812,0.0016330523443510382,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'sqrt'}",0.5555555555555556,0.75,0.6666666666666666,0.5333333333333333,0.6666666666666666,0.6344444444444444,0.07984552988098524,2,0.3333333333333333,0.4,0.26666666666666666,0.5333333333333333,0.26666666666666666,0.36,0.09977753031397177,7,0.4166666666666667,0.5217391304347827,0.3809523809523809,0.5333333333333333,0.3809523809523809,0.4467287784679089,0.06735532841850674,8,RandomForestClassifier,,,gini,,balanced_subsample,sqrt,,,,, -0.4463057518005371,0.004998010382851064,0.035774755477905276,0.0016220370103684728,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'log2'}",0.5555555555555556,0.75,0.6666666666666666,0.5384615384615384,0.625,0.6271367521367521,0.07700612800587088,4,0.3333333333333333,0.4,0.4,0.4666666666666667,0.3333333333333333,0.38666666666666666,0.0498887651569859,1,0.4166666666666667,0.5217391304347827,0.5,0.5,0.43478260869565216,0.4746376811594203,0.041119596982930766,1,RandomForestClassifier,,,gini,,balanced_subsample,log2,,,,, -0.4631208419799805,0.007790079526025525,0.02487921714782715,0.007932222464856316,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.5714285714285714,0.75,0.7142857142857143,0.5714285714285714,0.6666666666666666,0.6547619047619047,0.0729986176988376,1,0.26666666666666666,0.4,0.3333333333333333,0.5333333333333333,0.26666666666666666,0.36,0.09977753031397177,7,0.36363636363636365,0.5217391304347827,0.4545454545454545,0.5517241379310344,0.3809523809523809,0.45451949350000326,0.07434929253864941,7,RandomForestClassifier,,,entropy,,balanced_subsample,sqrt,,,,, -0.3047644138336182,0.07599209854120396,0.014140892028808593,0.0016355873429278118,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'log2'}",0.5555555555555556,0.75,0.7142857142857143,0.6,0.5,0.623968253968254,0.09451364678218445,5,0.3333333333333333,0.4,0.3333333333333333,0.6,0.2,0.3733333333333333,0.13063945294843615,4,0.4166666666666667,0.5217391304347827,0.4545454545454545,0.6,0.28571428571428575,0.4557331074722379,0.1054549462240637,6,RandomForestClassifier,,,entropy,,balanced_subsample,log2,,,,, -0.010611963272094727,0.002309769029562093,0.003484964370727539,0.00027899900637084926,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",1.0,0.7142857142857143,0.625,0.6428571428571429,0.5,0.6964285714285714,0.16675167899898216,8,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.6,0.2,0.31999999999999995,0.15999999999999998,67,0.23529411764705882,0.4545454545454545,0.43478260869565216,0.6206896551724138,0.28571428571428575,0.4062052243549729,0.13629797394264015,55,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,lbfgs -0.36211295127868653,0.03472995569944462,0.00921320915222168,0.005866759171324798,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.6666666666666666,0.7142857142857143,0.6153846153846154,0.5,0.5992673992673992,0.08687884875573096,36,0.06666666666666667,0.26666666666666666,0.3333333333333333,0.5333333333333333,0.2,0.27999999999999997,0.15434449203720302,89,0.11764705882352941,0.3809523809523809,0.4545454545454545,0.5714285714285715,0.28571428571428575,0.36205755029284437,0.1538258976485387,79,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,sgd -0.49417705535888673,0.044870077452539146,0.0034374237060546876,9.577397477941886e-05,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.6666666666666666,0.625,0.6428571428571429,0.5,0.6869047619047619,0.16681965767241294,17,0.06666666666666667,0.26666666666666666,0.3333333333333333,0.6,0.2,0.29333333333333333,0.17688665548562132,82,0.125,0.3809523809523809,0.43478260869565216,0.6206896551724138,0.28571428571428575,0.36942778610694654,0.16388379342531698,75,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,adam -0.016237974166870117,0.005995854290307903,0.007702827453613281,0.005324590709489392,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",1.0,0.7142857142857143,0.625,0.6428571428571429,0.5,0.6964285714285714,0.16675167899898216,8,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.6,0.2,0.31999999999999995,0.15999999999999998,67,0.23529411764705882,0.4545454545454545,0.43478260869565216,0.6206896551724138,0.28571428571428575,0.4062052243549729,0.13629797394264015,55,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,lbfgs -0.1991744041442871,0.09590747172988737,0.0036106109619140625,0.00046103744791316974,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.057692307692307696,0.2857142857142857,0.30303030303030304,0.11594202898550725,0.08196721311475409,0.16886922770743157,0.10427417490565874,96,0.2,0.4,0.6666666666666666,0.5333333333333333,0.3333333333333333,0.42666666666666664,0.1611072796479276,39,0.08955223880597014,0.3333333333333333,0.41666666666666663,0.1904761904761905,0.13157894736842105,0.23232147533011632,0.12366865789558659,89,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,sgd -0.4976522922515869,0.09221280465746758,0.006144046783447266,0.0048964508632563155,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.5714285714285714,0.625,0.6428571428571429,0.5714285714285714,0.6821428571428572,0.16146649364939022,22,0.06666666666666667,0.26666666666666666,0.3333333333333333,0.6,0.26666666666666666,0.30666666666666664,0.17178798302300166,80,0.125,0.36363636363636365,0.43478260869565216,0.6206896551724138,0.36363636363636365,0.3815489982281587,0.15904790758450416,71,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,adam -0.021651792526245116,0.001626247380968919,0.005709266662597657,0.004107487770732049,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",1.0,0.7142857142857143,0.625,0.6428571428571429,0.5,0.6964285714285714,0.16675167899898216,8,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.6,0.2,0.31999999999999995,0.15999999999999998,67,0.23529411764705882,0.4545454545454545,0.43478260869565216,0.6206896551724138,0.28571428571428575,0.4062052243549729,0.13629797394264015,55,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,lbfgs -0.5642764091491699,0.05628663736953369,0.008453464508056641,0.005592005766965107,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",1.0,0.6,0.8571428571428571,0.5625,0.5,0.7039285714285715,0.19158442482815427,4,0.06666666666666667,0.2,0.4,0.6,0.13333333333333333,0.27999999999999997,0.1950498511777039,89,0.125,0.3,0.5454545454545455,0.5806451612903225,0.2105263157894737,0.35232520450686833,0.18108039400926082,83,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,sgd -0.49440584182739256,0.08228570868732812,0.007952117919921875,0.005538713778799017,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.5714285714285714,0.75,0.6428571428571429,0.6,0.7128571428571429,0.15586493367983836,1,0.13333333333333333,0.26666666666666666,0.4,0.6,0.2,0.31999999999999995,0.1654623152798781,67,0.23529411764705882,0.36363636363636365,0.5217391304347827,0.6206896551724138,0.3,0.4082718533781238,0.14257107961914137,54,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,adam -0.031072568893432618,0.007651796684442659,0.005503606796264648,0.004169770462494395,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",1.0,0.7142857142857143,0.625,0.6428571428571429,0.5,0.6964285714285714,0.16675167899898216,8,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.6,0.2,0.31999999999999995,0.15999999999999998,67,0.23529411764705882,0.4545454545454545,0.43478260869565216,0.6206896551724138,0.28571428571428575,0.4062052243549729,0.13629797394264015,55,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,lbfgs -0.4964452266693115,0.057954378472127865,0.005492019653320313,0.003609606707229896,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",1.0,0.6666666666666666,0.75,0.6428571428571429,0.5,0.7119047619047618,0.16502593763012816,2,0.06666666666666667,0.26666666666666666,0.4,0.6,0.13333333333333333,0.29333333333333333,0.19136933459209765,82,0.125,0.3809523809523809,0.5217391304347827,0.6206896551724138,0.2105263157894737,0.3717814964698102,0.1851653363194163,72,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,sgd -0.35977740287780763,0.034723666931200076,0.008305025100708009,0.005392739607812581,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.6666666666666666,0.625,0.6428571428571429,0.5,0.6869047619047619,0.16681965767241294,17,0.13333333333333333,0.26666666666666666,0.3333333333333333,0.6,0.2,0.3066666666666667,0.16110727964792762,77,0.23529411764705882,0.3809523809523809,0.43478260869565216,0.6206896551724138,0.28571428571428575,0.39148660963635834,0.13424114768074286,65,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,adam -0.03688344955444336,0.004177236937211555,0.008161211013793945,0.0050214783897307375,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",1.0,0.7142857142857143,0.625,0.6428571428571429,0.5,0.6964285714285714,0.16675167899898216,8,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.6,0.2,0.31999999999999995,0.15999999999999998,67,0.23529411764705882,0.4545454545454545,0.43478260869565216,0.6206896551724138,0.28571428571428575,0.4062052243549729,0.13629797394264015,55,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,lbfgs -0.7967583656311035,0.7000247776284796,0.009129524230957031,0.005451945201872382,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.02247191011235955,0.17073170731707318,0.28,0.05263157894736842,0.022727272727272728,0.10971249382081476,0.10115014399762565,101,0.13333333333333333,0.4666666666666667,0.4666666666666667,0.06666666666666667,0.13333333333333333,0.2533333333333333,0.1758787461103056,95,0.03846153846153846,0.25,0.35000000000000003,0.058823529411764705,0.038834951456310676,0.14722400386592277,0.12889772258370816,97,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,sgd -0.3661499500274658,0.07396556194815386,0.00827646255493164,0.005136103156023926,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.6666666666666666,0.625,0.6428571428571429,0.5,0.6869047619047619,0.16681965767241294,17,0.13333333333333333,0.26666666666666666,0.3333333333333333,0.6,0.2,0.3066666666666667,0.16110727964792762,77,0.23529411764705882,0.3809523809523809,0.43478260869565216,0.6206896551724138,0.28571428571428575,0.39148660963635834,0.13424114768074286,65,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,adam -0.034844589233398435,0.004969771602558465,0.008141279220581055,0.005407687203791288,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",1.0,0.7142857142857143,0.625,0.6428571428571429,0.5,0.6964285714285714,0.16675167899898216,8,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.6,0.2,0.31999999999999995,0.15999999999999998,67,0.23529411764705882,0.4545454545454545,0.43478260869565216,0.6206896551724138,0.28571428571428575,0.4062052243549729,0.13629797394264015,55,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,lbfgs -0.7400505065917968,0.04134161505819602,0.00832366943359375,0.004824611850276573,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.5714285714285714,0.8571428571428571,0.6153846153846154,0.3333333333333333,0.5754578754578754,0.17045526898670044,46,0.06666666666666667,0.26666666666666666,0.4,0.5333333333333333,0.13333333333333333,0.27999999999999997,0.17074997966487596,89,0.11764705882352941,0.36363636363636365,0.5454545454545455,0.5714285714285715,0.19047619047619044,0.3577285459638401,0.18251362960706977,80,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,sgd -0.39361748695373533,0.0816612843227182,0.009658575057983398,0.006540217371977747,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.6666666666666666,0.625,0.6428571428571429,0.5,0.6869047619047619,0.16681965767241294,17,0.06666666666666667,0.26666666666666666,0.3333333333333333,0.6,0.2,0.29333333333333333,0.17688665548562132,82,0.125,0.3809523809523809,0.43478260869565216,0.6206896551724138,0.28571428571428575,0.36942778610694654,0.16388379342531698,75,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,adam -0.0824354648590088,0.016734834135277012,0.006926202774047851,0.005226244443689051,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",1.0,0.7142857142857143,0.625,0.6428571428571429,0.5,0.6964285714285714,0.16675167899898216,8,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.6,0.2,0.31999999999999995,0.15999999999999998,67,0.23529411764705882,0.4545454545454545,0.43478260869565216,0.6206896551724138,0.28571428571428575,0.4062052243549729,0.13629797394264015,55,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,lbfgs -0.6217533588409424,0.17417258915134662,0.009398603439331054,0.005673699724171583,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.5714285714285714,0.7142857142857143,0.6153846153846154,0.5,0.5802197802197802,0.08019719688140194,44,0.06666666666666667,0.26666666666666666,0.3333333333333333,0.5333333333333333,0.13333333333333333,0.26666666666666666,0.1632993161855452,92,0.11764705882352941,0.36363636363636365,0.4545454545454545,0.5714285714285715,0.2105263157894737,0.3435567528446785,0.16332760661647377,86,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,sgd -0.31731343269348145,0.0661249402503335,0.012347030639648437,0.006632497938405544,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.7142857142857143,0.625,0.6666666666666666,0.5,0.7011904761904761,0.16548903684290614,5,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.6666666666666666,0.2,0.33333333333333337,0.18378731669453627,62,0.23529411764705882,0.4545454545454545,0.43478260869565216,0.6666666666666666,0.28571428571428575,0.4154006266538235,0.15119490947459885,52,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,adam -0.08732657432556153,0.004957303942411529,0.009685373306274414,0.005722685924339579,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",1.0,0.7142857142857143,0.625,0.6428571428571429,0.5,0.6964285714285714,0.16675167899898216,8,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.6,0.2,0.31999999999999995,0.15999999999999998,67,0.23529411764705882,0.4545454545454545,0.43478260869565216,0.6206896551724138,0.28571428571428575,0.4062052243549729,0.13629797394264015,55,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,lbfgs -2.511311101913452,0.8541801709392308,0.006405258178710937,0.005215086206905825,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.2153846153846154,0.5,0.078125,0.1724137931034483,0.15,0.2231846816976127,0.1453709417314023,93,0.9333333333333333,0.06666666666666667,0.6666666666666666,0.6666666666666666,0.6,0.5866666666666667,0.28409701003550025,3,0.3500000000000001,0.11764705882352941,0.13986013986013984,0.273972602739726,0.24,0.22429596028467907,0.0860456706910615,90,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,sgd -0.2701742649078369,0.04518396746932857,0.004088878631591797,0.0002803739235612112,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.7142857142857143,0.625,0.6666666666666666,0.5,0.7011904761904761,0.16548903684290614,5,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.6666666666666666,0.2,0.33333333333333337,0.18378731669453627,62,0.23529411764705882,0.4545454545454545,0.43478260869565216,0.6666666666666666,0.28571428571428575,0.4154006266538235,0.15119490947459885,52,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,adam -0.08404879570007324,0.010384663454686374,0.004189252853393555,0.00016669295446434843,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",1.0,0.7142857142857143,0.625,0.6428571428571429,0.5,0.6964285714285714,0.16675167899898216,8,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.6,0.2,0.31999999999999995,0.15999999999999998,67,0.23529411764705882,0.4545454545454545,0.43478260869565216,0.6206896551724138,0.28571428571428575,0.4062052243549729,0.13629797394264015,55,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,lbfgs -0.7981154441833496,0.0408728252778368,0.008966827392578125,0.005144575624852137,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",1.0,0.5714285714285714,0.7142857142857143,0.6428571428571429,0.5,0.6857142857142857,0.17261494247992246,21,0.06666666666666667,0.26666666666666666,0.3333333333333333,0.6,0.2,0.29333333333333333,0.17688665548562132,82,0.125,0.36363636363636365,0.4545454545454545,0.6206896551724138,0.28571428571428575,0.36991715181370355,0.16562776353985648,74,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,sgd -0.24856834411621093,0.03122823642330654,0.008941268920898438,0.0058451347811160565,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.6666666666666666,0.625,0.6428571428571429,0.6,0.7069047619047619,0.14816412423306313,3,0.13333333333333333,0.26666666666666666,0.3333333333333333,0.6,0.2,0.3066666666666667,0.16110727964792762,77,0.23529411764705882,0.3809523809523809,0.43478260869565216,0.6206896551724138,0.3,0.3943437524935012,0.1320943810777461,64,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,adam -0.21730141639709472,0.03732603714210961,0.006488943099975586,0.0050455840080053434,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5238095238095238,0.4444444444444444,0.29411764705882354,0.375,0.45,0.4174743230625584,0.07760595294151464,86,0.7333333333333333,0.5333333333333333,0.3333333333333333,0.4,0.6,0.52,0.14236104336041747,8,0.611111111111111,0.4848484848484848,0.3125,0.38709677419354843,0.5142857142857143,0.46196841688777174,0.10339314376086672,29,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,lbfgs -1.0782543659210204,0.13531637174016609,0.00889730453491211,0.005635006108469156,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,sgd -0.885638427734375,0.05085770029871378,0.010347986221313476,0.005440044524285413,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.0,0.5714285714285714,0.0,0.0,0.0,0.11428571428571428,0.22857142857142856,100,0.0,0.26666666666666666,0.0,0.0,0.0,0.05333333333333333,0.10666666666666666,102,0.0,0.36363636363636365,0.0,0.0,0.0,0.07272727272727272,0.14545454545454545,102,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,adam -0.2360705852508545,0.09324057022659343,0.004454755783081054,0.0013829385581515894,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3,0.7272727272727273,0.375,0.5625,0.3,0.45295454545454544,0.1674023707090442,80,0.4,0.5333333333333333,0.6,0.6,0.2,0.4666666666666667,0.15202339001321838,20,0.34285714285714286,0.6153846153846153,0.4615384615384615,0.5806451612903225,0.24,0.4480850762141085,0.14150238333001455,35,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,lbfgs -0.20969085693359374,0.13338866100257865,0.005724954605102539,0.004101635172452375,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.1,0.0945945945945946,0.0,0.10067114093959731,0.0,0.05905314710683838,0.048262708230033056,103,1.0,0.9333333333333333,0.0,1.0,0.0,0.5866666666666667,0.4796294866294653,3,0.18181818181818182,0.17177914110429449,0.0,0.18292682926829268,0.0,0.1073048304381538,0.08770007553878724,100,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,sgd -0.8029697418212891,0.0975424734030693,0.003623771667480469,7.371868538130725e-05,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.0,0.5714285714285714,0.7777777777777778,0.0,0.0,0.2698412698412699,0.3368671338382809,91,0.0,0.26666666666666666,0.4666666666666667,0.0,0.0,0.14666666666666667,0.19043809142780935,98,0.0,0.36363636363636365,0.5833333333333334,0.0,0.0,0.1893939393939394,0.24213998486027852,94,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,adam -0.14999861717224122,0.04929309166519371,0.008339738845825196,0.005738652130448116,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42857142857142855,0.4444444444444444,0.4444444444444444,0.5555555555555556,0.4583333333333333,0.4662698412698413,0.04562629318033275,75,0.2,0.26666666666666666,0.5333333333333333,0.6666666666666666,0.7333333333333333,0.48,0.21249836600678967,16,0.27272727272727276,0.33333333333333337,0.4848484848484848,0.606060606060606,0.5641025641025641,0.4522144522144522,0.12930656344346161,34,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,lbfgs -0.8509856224060058,0.09590381741265461,0.012626457214355468,0.004182153946041075,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,sgd -0.7742747783660888,0.08343394856041667,0.010179424285888672,0.005291380680539967,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.0,0.6,0.0,0.0,0.5,0.22000000000000003,0.2712931993250107,94,0.0,0.2,0.0,0.0,0.06666666666666667,0.05333333333333333,0.077746025264604,102,0.0,0.3,0.0,0.0,0.11764705882352941,0.08352941176470588,0.1174351031855791,101,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,adam -0.12882466316223146,0.005051827773631334,0.008570194244384766,0.006024439082994688,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42857142857142855,0.7,0.2857142857142857,0.5,0.5714285714285714,0.49714285714285716,0.13862296537952232,68,0.4,0.4666666666666667,0.26666666666666666,0.5333333333333333,0.5333333333333333,0.43999999999999995,0.09977753031397177,36,0.4137931034482759,0.56,0.2758620689655172,0.5161290322580646,0.5517241379310344,0.4635016685205784,0.10727938503168251,27,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,lbfgs -1.527980375289917,0.06482654443071559,0.01085968017578125,0.005058744449196295,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,1.0,1.0,0.4,0.48989794855663565,88,0.0,0.0,0.0,0.26666666666666666,0.06666666666666667,0.06666666666666667,0.10327955589886445,101,0.0,0.0,0.0,0.4210526315789474,0.125,0.10921052631578947,0.16326397230785367,99,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,sgd -0.6738321304321289,0.06929083606605443,0.006079435348510742,0.004506055609547539,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.5555555555555556,0.7,0.6,0.5714285714285714,0.6187301587301587,0.05564527902122027,29,0.13333333333333333,0.3333333333333333,0.4666666666666667,0.6,0.26666666666666666,0.36,0.16110727964792762,56,0.2222222222222222,0.4166666666666667,0.56,0.6,0.36363636363636365,0.43250505050505056,0.13676413167003262,46,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,adam -0.13874740600585939,0.010213723391570924,0.015076780319213867,0.0008601763631304339,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.5,0.4117647058823529,0.4666666666666667,0.5,0.47568627450980394,0.03446967363662076,70,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.4666666666666667,0.5333333333333333,0.42666666666666664,0.08,39,0.4,0.4,0.43749999999999994,0.4666666666666667,0.5161290322580646,0.4440591397849462,0.04388760094762958,38,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,lbfgs -1.291563367843628,0.22588226004055076,0.008169174194335938,0.005502711053108181,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,1.0,1.0,0.0,0.4,0.48989794855663565,88,0.0,0.0,0.13333333333333333,0.06666666666666667,0.0,0.04,0.05333333333333333,104,0.0,0.0,0.23529411764705882,0.125,0.0,0.07205882352941176,0.09489568120530399,103,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,sgd -0.7457261085510254,0.07887054869924887,0.008102130889892579,0.00532022883394925,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.625,0.7,0.6,0.5714285714285714,0.6326190476190476,0.04596903226562031,28,0.13333333333333333,0.3333333333333333,0.4666666666666667,0.6,0.26666666666666666,0.36,0.16110727964792762,56,0.2222222222222222,0.43478260869565216,0.56,0.6,0.36363636363636365,0.4361282389108476,0.1365363204095307,44,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,adam -0.13555335998535156,0.01086229893581738,0.010742807388305664,0.005691143574906447,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.38461538461538464,0.875,0.4,0.4375,0.375,0.4944230769230769,0.19147550710857303,69,0.3333333333333333,0.4666666666666667,0.4,0.4666666666666667,0.4,0.4133333333333334,0.04988876515698589,43,0.3571428571428571,0.608695652173913,0.4000000000000001,0.45161290322580644,0.38709677419354843,0.44090963734722505,0.08927821997147325,39,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,lbfgs -1.8386616230010986,0.08115586545070934,0.004155015945434571,0.00010456687714350659,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.5,1.0,1.0,1.0,0.7,0.4,7,0.0,0.06666666666666667,0.13333333333333333,0.3333333333333333,0.06666666666666667,0.12,0.11469767022723501,99,0.0,0.11764705882352941,0.23529411764705882,0.5,0.125,0.19558823529411765,0.16944342024510678,91,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,sgd -0.6811914920806885,0.047738453948110514,0.014770412445068359,0.005271494399242181,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.625,0.7,0.6428571428571429,0.5714285714285714,0.6411904761904761,0.04298657703270478,25,0.13333333333333333,0.3333333333333333,0.4666666666666667,0.6,0.26666666666666666,0.36,0.16110727964792762,56,0.2222222222222222,0.43478260869565216,0.56,0.6206896551724138,0.36363636363636365,0.4402661699453304,0.141657462831052,40,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,adam -1.1319405555725097,0.18081419474528995,0.010614109039306641,0.005004305326023042,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,0.5833333333333334,0.26666666666666666,0.3076923076923077,0.2777777777777778,0.40709401709401705,0.1513910467368184,87,0.4,0.4666666666666667,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.3466666666666666,0.07774602526460402,60,0.48,0.5185185185185186,0.26666666666666666,0.28571428571428575,0.303030303030303,0.3707859547859548,0.10622754957255826,73,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,lbfgs -0.5968344211578369,0.034424333303353025,0.01103973388671875,0.005347872178138899,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,sgd -2.886667013168335,0.5986684422572861,0.011299943923950196,0.0057934308733578925,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.42857142857142855,0.7777777777777778,0.5833333333333334,0.6470588235294118,0.6363636363636364,0.6146209999151175,0.1129056684851503,31,0.2,0.4666666666666667,0.4666666666666667,0.7333333333333333,0.4666666666666667,0.4666666666666667,0.16865480854231354,20,0.27272727272727276,0.5833333333333334,0.5185185185185186,0.6875,0.5384615384615385,0.5201081326081326,0.13678751952604873,3,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,adam -0.8211210250854493,0.11997247231923873,0.006317758560180664,0.004040334411874053,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4,0.45454545454545453,0.21428571428571427,0.29411764705882354,0.5454545454545454,0.38168067226890756,0.11675196884428973,90,0.4,0.3333333333333333,0.2,0.3333333333333333,0.4,0.3333333333333333,0.07302967433402216,65,0.4000000000000001,0.3846153846153846,0.20689655172413796,0.3125,0.4615384615384615,0.3531100795755968,0.08714991358348839,82,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,lbfgs -1.0382319927215575,0.6222056443567819,0.008397197723388672,0.005072553503239857,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.1,0.0,0.0,0.0,0.0,0.02,0.04,104,1.0,0.0,0.0,0.0,0.0,0.2,0.4000000000000001,97,0.18181818181818182,0.0,0.0,0.0,0.0,0.03636363636363636,0.07272727272727272,104,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,sgd -2.540701484680176,0.704640378165909,0.006759166717529297,0.004143394813421896,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.42857142857142855,0.5833333333333334,0.6363636363636364,0.6111111111111112,0.4444444444444444,0.5407647907647908,0.0869077493875331,54,0.2,0.4666666666666667,0.4666666666666667,0.7333333333333333,0.26666666666666666,0.42666666666666664,0.18666666666666665,39,0.27272727272727276,0.5185185185185186,0.5384615384615385,0.6666666666666666,0.33333333333333337,0.46594146594146596,0.1436876855373532,25,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,adam -0.9299044609069824,0.1583693245597337,0.008658695220947265,0.0051902540041818875,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.38461538461538464,0.6666666666666666,0.2857142857142857,0.3888888888888889,0.4,0.4251770451770452,0.12756414916607892,84,0.3333333333333333,0.4,0.4,0.4666666666666667,0.26666666666666666,0.37333333333333335,0.0679869268479038,51,0.3571428571428571,0.5,0.3333333333333333,0.42424242424242425,0.32,0.386943722943723,0.06695751252640789,70,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,lbfgs -0.8758245468139648,0.03720991587752619,0.010773754119873047,0.005415676416501397,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,sgd -2.4186371326446534,0.5456952945318599,0.00885601043701172,0.006212291476067739,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5714285714285714,0.5454545454545454,0.6363636363636364,0.625,0.6363636363636364,0.6029220779220779,0.03746590061493938,34,0.26666666666666666,0.4,0.4666666666666667,0.6666666666666666,0.4666666666666667,0.4533333333333333,0.12927146286443542,27,0.36363636363636365,0.4615384615384615,0.5384615384615385,0.6451612903225806,0.5384615384615385,0.5094518384840965,0.09344305763326514,7,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,adam -0.1195953369140625,0.028467387353347067,0.011580133438110351,0.0066866434284629525,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3,0.6153846153846154,0.4666666666666667,0.5,0.42857142857142855,0.46212454212454207,0.10232693667702103,78,0.4,0.5333333333333333,0.4666666666666667,0.6666666666666666,0.4,0.4933333333333333,0.09977753031397174,15,0.34285714285714286,0.5714285714285715,0.4666666666666667,0.5714285714285715,0.4137931034482759,0.47323481116584565,0.08928473849569653,20,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,lbfgs -0.6087677001953125,0.03380598849679673,0.0037717819213867188,0.00018732279358910127,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5714285714285714,0.625,0.7,0.5294117647058824,0.5,0.5851680672268907,0.07116754083656367,42,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.6,0.26666666666666666,0.3866666666666666,0.12927146286443544,49,0.36363636363636365,0.43478260869565216,0.56,0.5625,0.3478260869565218,0.45374901185770755,0.09253726788827316,33,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,sgd -0.9127521514892578,0.21497409298349132,0.0059871673583984375,0.00413266822879032,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.7,0.5454545454545454,0.6111111111111112,0.5555555555555556,0.6157575757575758,0.06045975606853662,30,0.26666666666666666,0.4666666666666667,0.4,0.7333333333333333,0.3333333333333333,0.44000000000000006,0.1611072796479276,30,0.3809523809523809,0.56,0.4615384615384615,0.6666666666666666,0.4166666666666667,0.4971648351648351,0.10385919021997513,12,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,adam -0.2127917766571045,0.11748788530798589,0.008124256134033203,0.005173168465726017,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42857142857142855,0.5833333333333334,0.42105263157894735,0.4,0.5,0.46659147869674183,0.06737733411619835,74,0.6,0.4666666666666667,0.5333333333333333,0.4,0.4666666666666667,0.49333333333333335,0.06798692684790378,13,0.5,0.5185185185185186,0.47058823529411764,0.4000000000000001,0.4827586206896552,0.4743730749004583,0.04055010762370545,19,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,lbfgs -0.21306376457214354,0.10404764295474732,0.01059727668762207,0.005974769305726187,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.08333333333333333,0.07865168539325842,0.013157894736842105,0.18181818181818182,0.13861386138613863,0.09911499133355087,0.05736969326455585,102,0.5333333333333333,0.4666666666666667,0.06666666666666667,0.8,0.9333333333333333,0.5599999999999999,0.2999259167787198,6,0.14414414414414412,0.13461538461538464,0.021978021978021976,0.2962962962962963,0.24137931034482765,0.16768263147573492,0.09471009627761309,96,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,sgd -1.0416417598724366,0.17520905290040825,0.00969524383544922,0.006823235168430985,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.4,0.5,0.5714285714285714,0.6111111111111112,0.5,0.5165079365079366,0.0722290246229615,62,0.13333333333333333,0.26666666666666666,0.5333333333333333,0.7333333333333333,0.26666666666666666,0.3866666666666666,0.2166410241236256,49,0.2,0.3478260869565218,0.5517241379310344,0.6666666666666666,0.3478260869565218,0.42280859570214896,0.16551398693587382,49,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,adam -0.13059110641479493,0.06934223546937417,0.013229560852050782,0.0046548856801853855,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4,0.6666666666666666,0.42105263157894735,0.5294117647058824,0.5,0.5034262125902993,0.09467504634055558,67,0.5333333333333333,0.4,0.5333333333333333,0.6,0.5333333333333333,0.52,0.06531972647421806,8,0.4571428571428572,0.5,0.47058823529411764,0.5625,0.5161290322580646,0.5012720249390079,0.037040766842348534,9,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,lbfgs -0.891584062576294,0.06741606039022373,0.00607752799987793,0.004608902163461963,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.4,0.6666666666666666,0.6666666666666666,0.6875,0.6,0.6041666666666667,0.10626225419530053,33,0.13333333333333333,0.26666666666666666,0.4,0.7333333333333333,0.2,0.3466666666666666,0.21249836600678967,60,0.2,0.3809523809523809,0.5,0.7096774193548386,0.3,0.41812596006144387,0.1758523037716086,51,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,sgd -0.8577734947204589,0.15372534013105946,0.0067937374114990234,0.00541340727121257,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.625,0.6363636363636364,0.6111111111111112,0.4444444444444444,0.5633838383838384,0.07689549433666895,49,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.7333333333333333,0.26666666666666666,0.4133333333333333,0.17587874611030557,44,0.3478260869565218,0.43478260869565216,0.5384615384615385,0.6666666666666666,0.33333333333333337,0.46421404682274253,0.12493348727372346,26,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,adam -0.09902725219726563,0.005375814426234901,0.008299016952514648,0.004937340922960951,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3888888888888889,0.45454545454545453,0.4117647058823529,0.6,0.47058823529411764,0.4651574569221628,0.07347421276245453,76,0.4666666666666667,0.3333333333333333,0.4666666666666667,0.6,0.5333333333333333,0.48,0.08844332774281068,16,0.42424242424242425,0.3846153846153846,0.43749999999999994,0.6,0.5,0.4692715617715618,0.07515036283655022,22,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,lbfgs -0.832884693145752,0.03540989655468435,0.006172943115234375,0.0046212328403404754,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.75,0.5714285714285714,0.7,0.6666666666666666,0.5,0.6376190476190475,0.0902051076782638,26,0.2,0.26666666666666666,0.4666666666666667,0.6666666666666666,0.3333333333333333,0.38666666666666666,0.16546231527987806,47,0.31578947368421056,0.36363636363636365,0.56,0.6666666666666666,0.4,0.4612185007974482,0.13144300187050229,30,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,sgd -5.133627700805664,0.3294885746190779,0.010997772216796875,0.005591406662373459,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6363636363636364,0.7777777777777778,0.38461538461538464,0.3888888888888889,0.5833333333333334,0.5541958041958043,0.15078019903924422,51,0.4666666666666667,0.4666666666666667,0.3333333333333333,0.4666666666666667,0.4666666666666667,0.44000000000000006,0.053333333333333344,30,0.5384615384615385,0.5833333333333334,0.3571428571428571,0.42424242424242425,0.5185185185185186,0.4843397343397344,0.08208267035204699,18,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,adam -0.11426815986633301,0.012863092731119519,0.005027008056640625,0.0012698354766331513,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3333333333333333,0.4666666666666667,0.5,0.35,0.6,0.45,0.09888264649460884,81,0.2,0.4666666666666667,0.4666666666666667,0.4666666666666667,0.6,0.44000000000000006,0.13063945294843615,30,0.25,0.4666666666666667,0.4827586206896552,0.4,0.6,0.4398850574712644,0.11475133523882704,41,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,lbfgs -0.3650805950164795,0.21581060027261365,0.006513833999633789,0.004576280668689719,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.3684210526315789,0.12,0.17391304347826086,0.06542056074766354,0.14555093137150069,0.12548649358956077,97,0.0,0.4666666666666667,0.2,0.5333333333333333,0.4666666666666667,0.33333333333333337,0.2022100118413747,62,0.0,0.4117647058823529,0.15,0.26229508196721313,0.11475409836065573,0.18776277724204438,0.13981636780928539,95,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,sgd -4.9512535572052006,0.3186220187851247,0.011979007720947265,0.006661256577333374,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.75,0.4666666666666667,0.4444444444444444,0.6153846153846154,0.5886324786324786,0.11705583006988335,41,0.4,0.4,0.4666666666666667,0.5333333333333333,0.5333333333333333,0.4666666666666666,0.059628479399994376,25,0.5,0.5217391304347827,0.4666666666666667,0.4848484848484848,0.5714285714285715,0.5089365706757012,0.03609985776613458,8,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,adam -0.10650763511657715,0.006527621662774699,0.009850883483886718,0.006312671957244204,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.7,0.5,0.5384615384615384,0.45,0.5376923076923077,0.08587868145817144,56,0.5333333333333333,0.4666666666666667,0.4666666666666667,0.4666666666666667,0.6,0.5066666666666667,0.05333333333333332,11,0.5161290322580646,0.56,0.4827586206896552,0.5,0.5142857142857143,0.5146346734466868,0.025653943713597485,5,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,lbfgs -1.054660177230835,0.053234183978430556,0.006642627716064453,0.004656055361660857,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.75,0.5555555555555556,0.6363636363636364,0.6428571428571429,0.42857142857142855,0.6026695526695527,0.10675811906380038,35,0.2,0.3333333333333333,0.4666666666666667,0.6,0.2,0.36,0.155492050529208,56,0.31578947368421056,0.4166666666666667,0.5384615384615385,0.6206896551724138,0.27272727272727276,0.4328669213424205,0.13118070480692565,45,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,sgd -5.883937883377075,0.3332829797925784,0.008049535751342773,0.004674698280248651,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.7142857142857143,0.5454545454545454,0.3888888888888889,0.5833333333333334,0.5797258297258298,0.11249119490575787,45,0.5333333333333333,0.3333333333333333,0.4,0.4666666666666667,0.4666666666666667,0.44000000000000006,0.06798692684790379,30,0.5925925925925926,0.4545454545454545,0.4615384615384615,0.42424242424242425,0.5185185185185186,0.49028749028749025,0.05954708294204367,14,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,adam -0.30390081405639646,0.03333215906479819,0.011257219314575195,0.005424470649077759,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.46153846153846156,0.4666666666666667,0.4117647058823529,0.4117647058823529,0.4166666666666667,0.4336802413273001,0.02495687400462482,82,0.4,0.4666666666666667,0.4666666666666667,0.4666666666666667,0.3333333333333333,0.42666666666666675,0.053333333333333344,38,0.42857142857142855,0.4666666666666667,0.43749999999999994,0.43749999999999994,0.3703703703703704,0.42812169312169307,0.0316134079367989,48,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,lbfgs -1.3955416202545166,0.1181969692688045,0.011103057861328125,0.005240995218062352,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.625,0.7,0.5555555555555556,0.6666666666666666,0.6094444444444445,0.07293663747678357,32,0.13333333333333333,0.3333333333333333,0.4666666666666667,0.6666666666666666,0.26666666666666666,0.37333333333333335,0.1818424226264781,51,0.2105263157894737,0.43478260869565216,0.56,0.606060606060606,0.3809523809523809,0.43846438229962253,0.14009735794009465,43,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,sgd -6.2667535781860355,0.3450526865547369,0.006544876098632813,0.004835055218086156,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.7,0.4,0.42857142857142855,0.5,0.5057142857142857,0.10482249330196651,66,0.3333333333333333,0.4666666666666667,0.4,0.6,0.4666666666666667,0.4533333333333334,0.08844332774281066,26,0.4,0.56,0.4000000000000001,0.5,0.4827586206896552,0.468551724137931,0.06156670348011047,24,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,adam -0.48938560485839844,0.3111238137941137,0.010476446151733399,0.006732401518266828,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5384615384615384,0.7777777777777778,0.4,0.5263157894736842,0.46153846153846156,0.5408187134502924,0.12843734476059146,53,0.4666666666666667,0.4666666666666667,0.4,0.6666666666666666,0.4,0.48,0.0979795897113271,16,0.5,0.5833333333333334,0.4000000000000001,0.5882352941176471,0.42857142857142855,0.5000280112044818,0.07724240864403539,10,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,lbfgs -1.534946823120117,0.8570767183309771,0.006985521316528321,0.003940407374286641,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.04081632653061224,0.09090909090909091,0.6,0.3333333333333333,0.0,0.2130117501546073,0.22546463931749378,95,0.13333333333333333,0.06666666666666667,0.2,0.06666666666666667,0.0,0.09333333333333334,0.0679869268479038,100,0.0625,0.07692307692307691,0.3,0.1111111111111111,0.0,0.11010683760683762,0.10153965760900195,98,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,sgd -5.3303369045257565,0.41509527003353397,0.010634279251098633,0.005458012702441564,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6153846153846154,0.8,0.5714285714285714,0.4,0.5714285714285714,0.5916483516483517,0.1276875791146571,39,0.5333333333333333,0.5333333333333333,0.5333333333333333,0.5333333333333333,0.5333333333333333,0.5333333333333333,0.0,7,0.5714285714285715,0.64,0.5517241379310344,0.4571428571428572,0.5517241379310344,0.5544039408866995,0.05846469786051061,1,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,adam -0.3156247615814209,0.03875435377855051,0.004531288146972656,0.00033082725609830495,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.7,0.47058823529411764,0.45,0.42857142857142855,0.5098319327731092,0.09796301160046685,65,0.4666666666666667,0.4666666666666667,0.5333333333333333,0.6,0.4,0.49333333333333335,0.06798692684790378,13,0.4827586206896552,0.56,0.5,0.5142857142857143,0.4137931034482759,0.49416748768472907,0.047671552957118946,13,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,lbfgs -1.6791465282440186,0.12984271911798423,0.007023000717163086,0.0040786405363987055,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.5555555555555556,0.7777777777777778,0.6666666666666666,0.7142857142857143,0.6761904761904762,0.07280853930907755,24,0.13333333333333333,0.3333333333333333,0.4666666666666667,0.6666666666666666,0.3333333333333333,0.38666666666666666,0.17587874611030557,47,0.2222222222222222,0.4166666666666667,0.5833333333333334,0.6666666666666666,0.4545454545454545,0.4686868686868687,0.15230936624721375,23,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,sgd -5.463004207611084,0.28545817536800877,0.010986614227294921,0.005867743142167648,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.5555555555555556,0.35294117647058826,0.38095238095238093,0.5833333333333334,0.4745564892623716,0.09229586792810772,72,0.26666666666666666,0.3333333333333333,0.4,0.5333333333333333,0.4666666666666667,0.4,0.09428090415820635,45,0.3478260869565218,0.4166666666666667,0.37500000000000006,0.4444444444444444,0.5185185185185186,0.42049114331723025,0.05924087791653595,50,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,adam -0.2947959899902344,0.09383228505936175,0.00852513313293457,0.005273240001157536,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.45454545454545453,0.26666666666666666,0.3157894736842105,0.625,0.43240031897926634,0.1290120101245921,83,0.6,0.3333333333333333,0.26666666666666666,0.4,0.6666666666666666,0.4533333333333333,0.154344492037203,27,0.5454545454545454,0.3846153846153846,0.26666666666666666,0.35294117647058826,0.6451612903225806,0.4389678127059531,0.13703840919309632,42,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,lbfgs -0.8281023979187012,0.1943829251291638,0.006348323822021484,0.005018337125731445,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.5714285714285714,0.75,0.6363636363636364,0.5,0.5915584415584416,0.09410881046489514,40,0.06666666666666667,0.26666666666666666,0.2,0.4666666666666667,0.2,0.24,0.13063945294843618,96,0.11764705882352941,0.36363636363636365,0.31578947368421056,0.5384615384615385,0.28571428571428575,0.3242497440639856,0.13540991539325772,87,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,sgd -0.83570876121521,0.16152674715835108,0.009733343124389648,0.006433747341004649,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.4166666666666667,0.6666666666666666,0.5333333333333333,0.625,0.6,0.5683333333333334,0.08730533902472529,48,0.3333333333333333,0.26666666666666666,0.5333333333333333,0.6666666666666666,0.2,0.39999999999999997,0.17384539747207062,46,0.3703703703703704,0.3809523809523809,0.5333333333333333,0.6451612903225806,0.3,0.445963474995733,0.125347004451934,36,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,adam -0.17316741943359376,0.04143509090045517,0.006742620468139648,0.005539724114982306,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4117647058823529,0.3333333333333333,0.5,0.4375,0.5882352941176471,0.4541666666666667,0.08573387873135209,79,0.4666666666666667,0.26666666666666666,0.4666666666666667,0.4666666666666667,0.6666666666666666,0.4666666666666667,0.12649110640673517,20,0.43749999999999994,0.2962962962962963,0.4827586206896552,0.45161290322580644,0.625,0.4586335640423516,0.10498487041300145,32,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,lbfgs -0.2530775547027588,0.15987411779371047,0.008792829513549805,0.005672095265485066,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0958904109589041,0.0297029702970297,0.13978494623655913,0.1,0.21052631578947367,0.11518092865639332,0.059338295495969244,99,0.9333333333333333,0.2,0.8666666666666667,0.5333333333333333,0.8,0.6666666666666666,0.2699794230842212,2,0.17391304347826086,0.05172413793103448,0.24074074074074073,0.16842105263157897,0.3333333333333333,0.19362646162298963,0.09262609380344765,93,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,sgd -1.0241667747497558,0.22084239697475638,0.01263289451599121,0.004740468468486657,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.2,0.6666666666666666,0.38461538461538464,0.625,0.7142857142857143,0.5181135531135531,0.19544526116546526,61,0.06666666666666667,0.26666666666666666,0.3333333333333333,0.6666666666666666,0.3333333333333333,0.3333333333333333,0.19321835661585918,65,0.1,0.3809523809523809,0.3571428571428571,0.6451612903225806,0.4545454545454545,0.3875603965926547,0.17578685542713565,69,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,adam -0.21774463653564452,0.042931427535180464,0.003836393356323242,0.000719574841804739,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42857142857142855,0.45454545454545453,0.4166666666666667,0.3,0.5,0.41995670995671,0.06644992032873936,85,0.4,0.3333333333333333,0.3333333333333333,0.4,0.4,0.37333333333333335,0.03265986323710906,51,0.4137931034482759,0.3846153846153846,0.3703703703703704,0.34285714285714286,0.4444444444444445,0.3912160891471236,0.03509894687971223,67,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,lbfgs -0.8161146163940429,0.057319731144031195,0.007796812057495117,0.005100371875842608,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.6,0.8571428571428571,0.6,0.5,0.5114285714285713,0.28174384081419546,64,0.0,0.2,0.4,0.6,0.2,0.28,0.20396078054371136,88,0.0,0.3,0.5454545454545455,0.6,0.28571428571428575,0.3462337662337662,0.214366139964388,84,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,sgd -0.8925925254821777,0.2790519459645777,0.010622787475585937,0.005783890861159193,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.6666666666666666,0.6666666666666666,0.6153846153846154,0.4,0.5697435897435896,0.10444934032477216,47,0.2,0.26666666666666666,0.4,0.5333333333333333,0.13333333333333333,0.30666666666666664,0.1436043948569201,80,0.28571428571428575,0.3809523809523809,0.5,0.5714285714285715,0.2,0.38761904761904764,0.13568002909339527,68,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,adam -0.1148043155670166,0.010358871760447523,0.010475540161132812,0.004720486226254792,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5714285714285714,0.4666666666666667,0.5,0.5,0.3,0.46761904761904755,0.0905212920167958,73,0.5333333333333333,0.4666666666666667,0.4666666666666667,0.6666666666666666,0.2,0.4666666666666667,0.15202339001321838,20,0.5517241379310344,0.4666666666666667,0.4827586206896552,0.5714285714285715,0.24,0.46251559934318554,0.1181189248763013,28,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,lbfgs -0.8840639591217041,0.09258969002877547,0.008380270004272461,0.0057300663579200545,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.6666666666666666,0.8333333333333334,0.6666666666666666,0.5,0.6333333333333333,0.12472191289246473,27,0.06666666666666667,0.26666666666666666,0.3333333333333333,0.5333333333333333,0.13333333333333333,0.26666666666666666,0.1632993161855452,92,0.11764705882352941,0.3809523809523809,0.47619047619047616,0.5925925925925926,0.2105263157894737,0.3555817648696905,0.1726373479371758,81,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,sgd -3.697383451461792,0.22121739367844181,0.011267948150634765,0.006075311414768311,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5454545454545454,0.75,0.5,0.5,0.7,0.599090909090909,0.10532907896698354,37,0.4,0.4,0.4666666666666667,0.6666666666666666,0.4666666666666667,0.48,0.09797958971132709,16,0.4615384615384615,0.5217391304347827,0.4827586206896552,0.5714285714285715,0.56,0.5194929568182942,0.04254717119184124,4,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,adam -0.13451886177062988,0.018039122064499768,0.006086206436157227,0.004271840752990771,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.45454545454545453,0.4666666666666667,0.45454545454545453,0.5,0.4751515151515152,0.020765868726074933,71,0.6666666666666666,0.3333333333333333,0.4666666666666667,0.6666666666666666,0.4666666666666667,0.52,0.12927146286443542,8,0.5714285714285715,0.3846153846153846,0.4666666666666667,0.5405405405405405,0.4827586206896552,0.4892019567881637,0.0646290542971383,16,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,lbfgs -0.31563196182250974,0.04117987618685064,0.008174467086791991,0.005580958333436144,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.04411764705882353,0.16923076923076924,0.14925373134328357,0.1111111111111111,0.102803738317757,0.11530339941234888,0.04313238783228006,98,0.2,0.7333333333333333,0.6666666666666666,1.0,0.7333333333333333,0.6666666666666667,0.2599145158615724,1,0.07228915662650603,0.275,0.24390243902439024,0.19999999999999998,0.18032786885245902,0.19430389290067104,0.06940785003284619,92,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,sgd -3.764008378982544,0.44927707186679094,0.012166166305541992,0.006229441468375975,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.75,0.4166666666666667,0.4,0.7272727272727273,0.5587878787878788,0.15087561999510476,50,0.4666666666666667,0.4,0.3333333333333333,0.5333333333333333,0.5333333333333333,0.4533333333333333,0.077746025264604,27,0.4827586206896552,0.5217391304347827,0.3703703703703704,0.4571428571428572,0.6153846153846153,0.48947911880445616,0.08021296065621569,15,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,adam -0.12097649574279785,0.009624848203809582,0.01080493927001953,0.005832630601180677,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5625,0.5384615384615384,0.35714285714285715,0.5625,0.5714285714285714,0.5184065934065935,0.08137319044781617,60,0.6,0.4666666666666667,0.3333333333333333,0.6,0.5333333333333333,0.5066666666666666,0.09977753031397177,12,0.5806451612903225,0.5,0.3448275862068965,0.5806451612903225,0.5517241379310344,0.5115684093437152,0.0884217258963568,6,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,lbfgs -1.0837769508361816,0.047966585035419076,0.007088804244995117,0.004416069891528895,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",1.0,0.6,0.7142857142857143,0.6923076923076923,0.4,0.6813186813186813,0.1941743005095789,23,0.06666666666666667,0.2,0.3333333333333333,0.6,0.13333333333333333,0.26666666666666666,0.18856180831641267,92,0.125,0.3,0.4545454545454545,0.6428571428571429,0.2,0.34448051948051944,0.18556278444911312,85,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,sgd -3.9698145389556885,0.23413424930111812,0.009606266021728515,0.007231342999394791,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5555555555555556,0.7142857142857143,0.5833333333333334,0.4444444444444444,0.6153846153846154,0.5826007326007325,0.08744696179298975,43,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.5333333333333333,0.5333333333333333,0.43999999999999995,0.09043106644167025,36,0.4166666666666667,0.4545454545454545,0.5185185185185186,0.4848484848484848,0.5714285714285715,0.48920153920153925,0.05310757219959912,17,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,adam -0.28750100135803225,0.025956115424352708,0.00907139778137207,0.0054417303960105825,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.6363636363636364,0.3888888888888889,0.55,0.5625,0.5275505050505049,0.08191680986460617,58,0.5333333333333333,0.4666666666666667,0.4666666666666667,0.7333333333333333,0.6,0.56,0.09977753031397175,5,0.5161290322580646,0.5384615384615385,0.42424242424242425,0.6285714285714286,0.5806451612903225,0.5376099169647557,0.06846951280830896,2,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,lbfgs -1.613845157623291,0.17093681965587548,0.00400838851928711,0.00015784934844767002,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.8,0.7142857142857143,0.7142857142857143,0.5,0.5457142857142857,0.290305961048698,52,0.0,0.26666666666666666,0.3333333333333333,0.6666666666666666,0.2,0.29333333333333333,0.21746008573733452,82,0.0,0.4,0.4545454545454545,0.689655172413793,0.28571428571428575,0.3659829825347067,0.2254554335655985,78,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,sgd -2.84883828163147,0.17591085884194096,0.006184768676757812,0.0043499017429796515,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5454545454545454,0.625,0.42857142857142855,0.45,0.6,0.5298051948051948,0.07855114045248206,57,0.4,0.3333333333333333,0.4,0.6,0.4,0.42666666666666664,0.09043106644167023,39,0.4615384615384615,0.43478260869565216,0.4137931034482759,0.5142857142857143,0.48,0.4608799775936208,0.03497549985268972,31,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,adam -0.35913834571838377,0.08884237363998632,0.011211824417114259,0.005889122702166637,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3157894736842105,0.5555555555555556,0.4666666666666667,0.4117647058823529,0.5714285714285714,0.46424099464347146,0.09447224406528164,77,0.4,0.3333333333333333,0.4666666666666667,0.4666666666666667,0.5333333333333333,0.44000000000000006,0.06798692684790379,30,0.35294117647058826,0.4166666666666667,0.4666666666666667,0.43749999999999994,0.5517241379310344,0.4450997295469912,0.06510497845641502,37,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,lbfgs -0.5635862350463867,0.42093729859080214,0.009349918365478516,0.006761780606135734,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.3076923076923077,0.2857142857142857,0.07246376811594203,0.4166666666666667,0.0625,0.22900740563784044,0.13917874039525036,92,0.26666666666666666,0.5333333333333333,0.3333333333333333,0.3333333333333333,0.4,0.37333333333333335,0.09043106644167026,51,0.28571428571428575,0.37209302325581395,0.11904761904761905,0.3703703703703704,0.10810810810810811,0.2510666812992395,0.1165739152741415,88,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,sgd -2.8844077587127686,0.10686677447928047,0.014147233963012696,0.004653779523283074,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.7,0.75,0.4666666666666667,0.4666666666666667,0.6,0.5966666666666667,0.116619037896906,38,0.4666666666666667,0.4,0.4666666666666667,0.4666666666666667,0.4,0.44000000000000006,0.03265986323710904,30,0.56,0.5217391304347827,0.4666666666666667,0.4666666666666667,0.48,0.49901449275362325,0.036578561731209214,11,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,adam -0.3051569938659668,0.03588964778052902,0.013200664520263672,0.004758433362790471,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4117647058823529,0.625,0.5,0.5217391304347826,0.5,0.5117007672634271,0.06811536852623458,63,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.8,0.4,0.4666666666666667,0.17384539747207065,20,0.43749999999999994,0.43478260869565216,0.4,0.6315789473684211,0.4444444444444445,0.46966120010170365,0.08240968799342492,21,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,lbfgs -1.9661357879638672,0.09887068612973092,0.006180238723754883,0.004181729408675838,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.7142857142857143,0.7142857142857143,0.6153846153846154,0.5714285714285714,0.523076923076923,0.2674283691324346,59,0.0,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.26666666666666666,0.29333333333333333,0.17178798302300166,82,0.0,0.4545454545454545,0.4545454545454545,0.5714285714285715,0.36363636363636365,0.36883116883116884,0.195858623600092,77,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,sgd -1.6778314590454102,0.5165324456996567,0.003555774688720703,0.00039843247212292083,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.7142857142857143,0.5,0.3888888888888889,0.6,0.5406349206349207,0.10955187126129154,55,0.26666666666666666,0.3333333333333333,0.4,0.4666666666666667,0.4,0.37333333333333335,0.0679869268479038,51,0.3478260869565218,0.4545454545454545,0.4444444444444445,0.42424242424242425,0.48,0.430211682037769,0.04493684219258711,47,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,adam -0.0012618541717529298,0.00027464978383988446,0.004109334945678711,0.0003288607084883371,{},0.43478260869565216,0.5555555555555556,0.5,0.47058823529411764,0.625,0.517185279909065,0.06686271091868838,1,0.6666666666666666,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.6666666666666666,0.5066666666666666,0.14966629547095767,1,0.5263157894736841,0.4166666666666667,0.4,0.5,0.6451612903225806,0.49762874929258627,0.08795527417795614,1,GaussianNB,,,,,,,,,,, -0.011239719390869141,0.0028337650145459545,0.005507659912109375,0.0007619157927293119,"{'gamma': 'scale', 'kernel': 'linear'}",0.42857142857142855,0.75,0.6666666666666666,0.5714285714285714,0.75,0.6333333333333334,0.1217316479158497,5,0.2,0.2,0.13333333333333333,0.26666666666666666,0.2,0.2,0.04216370213557839,3,0.27272727272727276,0.31578947368421056,0.2222222222222222,0.36363636363636365,0.31578947368421056,0.298032961190856,0.047585795981294275,3,SVC,scale,linear,,,,,,,,, -0.0066334247589111325,0.0008903038647941636,0.008975553512573241,0.003813271206496247,"{'gamma': 'scale', 'kernel': 'poly'}",0.6,0.6666666666666666,0.6666666666666666,0.6666666666666666,0.8,0.6799999999999999,0.0653197264742181,1,0.2,0.13333333333333333,0.13333333333333333,0.26666666666666666,0.26666666666666666,0.2,0.05962847939999439,3,0.3,0.2222222222222222,0.2222222222222222,0.3809523809523809,0.4,0.30507936507936506,0.07552887350664089,2,SVC,scale,poly,,,,,,,,, -0.0068076133728027345,0.0006588024939700327,0.020976686477661134,0.0070837447360752245,"{'gamma': 'scale', 'kernel': 'rbf'}",0.6,1.0,0.0,0.6666666666666666,1.0,0.6533333333333333,0.36612080580655953,3,0.2,0.13333333333333333,0.0,0.26666666666666666,0.13333333333333333,0.14666666666666667,0.08844332774281066,7,0.3,0.23529411764705882,0.0,0.3809523809523809,0.23529411764705882,0.2303081232492997,0.12699779681461462,7,SVC,scale,rbf,,,,,,,,, -0.007081794738769531,0.004213109754678321,0.009111356735229493,0.004937369324896213,"{'gamma': 'scale', 'kernel': 'sigmoid'}",0.5555555555555556,0.6,0.625,0.3333333333333333,0.1111111111111111,0.445,0.1962644977738454,7,0.3333333333333333,0.2,0.3333333333333333,0.2,0.06666666666666667,0.22666666666666666,0.09977753031397177,2,0.4166666666666667,0.3,0.43478260869565216,0.25,0.08333333333333334,0.29695652173913045,0.12741710510189666,5,SVC,scale,sigmoid,,,,,,,,, -0.01906418800354004,0.0076689808135743266,0.013562393188476563,0.007470858459468645,"{'gamma': 'auto', 'kernel': 'linear'}",0.42857142857142855,0.75,0.6666666666666666,0.5714285714285714,0.75,0.6333333333333334,0.1217316479158497,5,0.2,0.2,0.13333333333333333,0.26666666666666666,0.2,0.2,0.04216370213557839,3,0.27272727272727276,0.31578947368421056,0.2222222222222222,0.36363636363636365,0.31578947368421056,0.298032961190856,0.047585795981294275,3,SVC,auto,linear,,,,,,,,, -0.010925388336181641,0.006104574598891988,0.010131740570068359,0.006213213542145744,"{'gamma': 'auto', 'kernel': 'poly'}",0.6,0.6666666666666666,0.6666666666666666,0.6,0.8,0.6666666666666666,0.07302967433402217,2,0.2,0.13333333333333333,0.13333333333333333,0.2,0.26666666666666666,0.18666666666666668,0.049888765156985884,6,0.3,0.2222222222222222,0.2222222222222222,0.3,0.4,0.28888888888888886,0.06554613868334502,6,SVC,auto,poly,,,,,,,,, -0.013664865493774414,0.006400040745324956,0.014722013473510742,0.006372243170761814,"{'gamma': 'auto', 'kernel': 'rbf'}",0.6,1.0,0.0,0.6666666666666666,1.0,0.6533333333333333,0.36612080580655953,3,0.2,0.13333333333333333,0.0,0.26666666666666666,0.13333333333333333,0.14666666666666667,0.08844332774281066,7,0.3,0.23529411764705882,0.0,0.3809523809523809,0.23529411764705882,0.2303081232492997,0.12699779681461462,7,SVC,auto,rbf,,,,,,,,, -0.004556179046630859,0.00039139579951887645,0.012975120544433593,0.005442388885018597,"{'gamma': 'auto', 'kernel': 'sigmoid'}",0.6,0.6,0.5555555555555556,0.3333333333333333,0.1111111111111111,0.44000000000000006,0.19188473906598136,8,0.4,0.2,0.3333333333333333,0.2,0.06666666666666667,0.24,0.11623730516108463,1,0.48,0.3,0.4166666666666667,0.25,0.08333333333333334,0.306,0.13804025177864285,1,SVC,auto,sigmoid,,,,,,,,, -0.0021852493286132813,0.00012926197867832833,0.0036020755767822267,6.609183193573951e-05,"{'criterion': 'gini', 'splitter': 'best'}",0.3684210526315789,0.5,0.3333333333333333,0.45454545454545453,0.5714285714285714,0.4455456823877876,0.0865246671812228,1,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.4,0.08432740427115679,3,0.4117647058823529,0.4,0.3333333333333333,0.3846153846153846,0.5517241379310344,0.416287512352421,0.07281941757146848,2,DecisionTreeClassifier,,,gini,best,,,,,,, -0.0011373996734619141,0.00010752192611061675,0.003984785079956055,0.0003175527691845491,"{'criterion': 'gini', 'splitter': 'random'}",0.2962962962962963,0.38461538461538464,0.4166666666666667,0.5,0.375,0.3945156695156695,0.06594472370989071,4,0.5333333333333333,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.4,0.4133333333333333,0.07774602526460402,2,0.38095238095238093,0.3571428571428571,0.3703703703703704,0.4827586206896552,0.38709677419354843,0.39566420066976243,0.044719007575651455,4,DecisionTreeClassifier,,,gini,random,,,,,,, -0.0023310184478759766,6.268695045980694e-05,0.003715801239013672,0.00021995673731669643,"{'criterion': 'entropy', 'splitter': 'best'}",0.25,0.5333333333333333,0.21428571428571427,0.6153846153846154,0.5555555555555556,0.4337118437118438,0.16713658789891728,3,0.4,0.5333333333333333,0.2,0.5333333333333333,0.6666666666666666,0.4666666666666666,0.1577621275493231,1,0.3076923076923077,0.5333333333333333,0.20689655172413796,0.5714285714285715,0.606060606060606,0.4450822740477913,0.15828714469500182,1,DecisionTreeClassifier,,,entropy,best,,,,,,, -0.0010879993438720702,9.727601910718549e-05,0.0034337997436523437,9.208744087559509e-05,"{'criterion': 'entropy', 'splitter': 'random'}",0.3157894736842105,0.5,0.26666666666666666,0.5454545454545454,0.5454545454545454,0.4346730462519936,0.11930812162210287,2,0.4,0.4666666666666667,0.26666666666666666,0.4,0.4,0.3866666666666666,0.06531972647421809,4,0.35294117647058826,0.4827586206896552,0.26666666666666666,0.4615384615384615,0.4615384615384615,0.4050886773807666,0.08280796007367662,3,DecisionTreeClassifier,,,entropy,random,,,,,,, -0.3586153507232666,0.0191914583348764,0.022106313705444337,0.0021096466461561396,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'sqrt'}",0.5555555555555556,0.5,0.6666666666666666,0.6666666666666666,0.7142857142857143,0.6206349206349207,0.07974512182273313,2,0.3333333333333333,0.2,0.26666666666666666,0.5333333333333333,0.3333333333333333,0.33333333333333337,0.11155467020454339,6,0.4166666666666667,0.28571428571428575,0.3809523809523809,0.5925925925925926,0.4545454545454545,0.426094276094276,0.10036370974375344,5,RandomForestClassifier,,,gini,,balanced,sqrt,,,,, -0.3285835266113281,0.014151686409360325,0.02503814697265625,0.002566998403582613,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'log2'}",0.5454545454545454,0.4,0.6666666666666666,0.6666666666666666,0.6666666666666666,0.5890909090909091,0.10555898694340478,7,0.4,0.13333333333333333,0.26666666666666666,0.5333333333333333,0.26666666666666666,0.32,0.1359738536958076,7,0.4615384615384615,0.2,0.3809523809523809,0.5925925925925926,0.3809523809523809,0.40320716320716316,0.1277130244521964,8,RandomForestClassifier,,,gini,,balanced,log2,,,,, -0.3438840389251709,0.017940932414672938,0.033748197555541995,0.005516267060595655,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.5,0.5555555555555556,0.6,0.6363636363636364,0.6666666666666666,0.5917171717171716,0.058989898989898974,6,0.3333333333333333,0.3333333333333333,0.2,0.4666666666666667,0.26666666666666666,0.32,0.08844332774281068,7,0.4,0.4166666666666667,0.3,0.5384615384615385,0.3809523809523809,0.40721611721611717,0.07687889887857838,7,RandomForestClassifier,,,entropy,,balanced,sqrt,,,,, -0.35375075340270995,0.0026040743489412917,0.040538692474365236,0.003192941189421505,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'log2'}",0.6153846153846154,0.7142857142857143,0.42857142857142855,0.6363636363636364,0.625,0.6039210789210789,0.09439926454420014,5,0.5333333333333333,0.3333333333333333,0.2,0.4666666666666667,0.3333333333333333,0.3733333333333333,0.11623730516108462,1,0.5714285714285715,0.4545454545454545,0.27272727272727276,0.5384615384615385,0.43478260869565216,0.45438908917169785,0.10406908399445586,3,RandomForestClassifier,,,entropy,,balanced,log2,,,,, -0.45389471054077146,0.012455703158853424,0.0318087100982666,0.0060506604137766104,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'sqrt'}",0.5454545454545454,0.5714285714285714,0.42857142857142855,0.6666666666666666,0.625,0.5674242424242424,0.08116998556177661,8,0.4,0.26666666666666666,0.2,0.5333333333333333,0.3333333333333333,0.3466666666666666,0.11469767022723501,4,0.4615384615384615,0.36363636363636365,0.27272727272727276,0.5925925925925926,0.43478260869565216,0.4250554598380686,0.10627370291494632,6,RandomForestClassifier,,,gini,,balanced_subsample,sqrt,,,,, -0.46683621406555176,0.00607372862221505,0.024577951431274413,0.0005866866620148833,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'log2'}",0.5,0.5714285714285714,0.6666666666666666,0.7272727272727273,0.625,0.6180735930735931,0.07803953389090115,4,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.5333333333333333,0.3333333333333333,0.3466666666666666,0.09797958971132711,4,0.4,0.36363636363636365,0.3809523809523809,0.6153846153846153,0.43478260869565216,0.4389511937338025,0.09132306476086147,4,RandomForestClassifier,,,gini,,balanced_subsample,log2,,,,, -0.46582927703857424,0.018163059978188484,0.01953282356262207,0.0028863592714238537,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.5454545454545454,0.7142857142857143,0.5,0.6666666666666666,0.7142857142857143,0.6281385281385281,0.08897552046107159,1,0.4,0.3333333333333333,0.26666666666666666,0.5333333333333333,0.3333333333333333,0.3733333333333333,0.09043106644167025,1,0.4615384615384615,0.4545454545454545,0.3478260869565218,0.5925925925925926,0.4545454545454545,0.462209610035697,0.07771903433715388,1,RandomForestClassifier,,,entropy,,balanced_subsample,sqrt,,,,, -0.30257978439331057,0.06745468850451361,0.013344573974609374,0.0010987380407026807,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'log2'}",0.5454545454545454,0.5714285714285714,0.6666666666666666,0.6923076923076923,0.625,0.6201714951714952,0.05540260203010374,3,0.4,0.26666666666666666,0.26666666666666666,0.6,0.3333333333333333,0.3733333333333333,0.12364824660660938,1,0.4615384615384615,0.36363636363636365,0.3809523809523809,0.6428571428571429,0.43478260869565216,0.4567533915360003,0.09955580599815117,2,RandomForestClassifier,,,entropy,,balanced_subsample,log2,,,,, -0.010357236862182618,0.001117494515463147,0.004686880111694336,0.0028598270674629125,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.75,0.6,0.7272727272727273,0.7142857142857143,0.6916450216450217,0.053310348113843636,5,0.4,0.2,0.2,0.5333333333333333,0.3333333333333333,0.33333333333333337,0.12649110640673517,65,0.5,0.31578947368421056,0.3,0.6153846153846153,0.4545454545454545,0.4371439087228561,0.11794812598958228,37,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,lbfgs -0.479095983505249,0.06275826660716712,0.008083963394165039,0.005487021790044428,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.75,0.8,0.5454545454545454,0.7142857142857143,0.6952813852813853,0.08670428321612689,4,0.4,0.2,0.26666666666666666,0.4,0.3333333333333333,0.31999999999999995,0.07774602526460402,81,0.5,0.31578947368421056,0.4,0.4615384615384615,0.4545454545454545,0.42637467795362527,0.06383648395186872,55,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,sgd -0.43074884414672854,0.09232479584745769,0.005659341812133789,0.004268074623247147,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.75,0.6,0.7,0.7142857142857143,0.6861904761904762,0.05071819792645466,16,0.4,0.2,0.2,0.4666666666666667,0.3333333333333333,0.31999999999999995,0.10666666666666666,81,0.5,0.31578947368421056,0.3,0.56,0.4545454545454545,0.42606698564593304,0.10224400290542827,56,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,adam -0.01644444465637207,0.005691035408105989,0.003429222106933594,0.0005279877142390752,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.75,0.6,0.7272727272727273,0.7142857142857143,0.6916450216450217,0.053310348113843636,5,0.4,0.2,0.2,0.5333333333333333,0.3333333333333333,0.33333333333333337,0.12649110640673517,65,0.5,0.31578947368421056,0.3,0.6153846153846153,0.4545454545454545,0.4371439087228561,0.11794812598958228,37,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,lbfgs -0.5295306205749511,0.5906068641250488,0.01015019416809082,0.005537445154947085,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0661764705882353,0.16071428571428573,0.1518987341772152,0.06521739130434782,0.08403361344537816,0.10560809904589244,0.042026743232388225,99,0.6,0.6,0.8,0.2,0.6666666666666666,0.5733333333333334,0.20044395171163876,3,0.11920529801324503,0.25352112676056343,0.2553191489361702,0.09836065573770492,0.1492537313432836,0.17513199215819342,0.06673253199515096,94,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,sgd -0.4776162624359131,0.10434917289663294,0.008046770095825195,0.004672129589589886,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.75,0.6,0.6,0.7142857142857143,0.6661904761904762,0.060166058941284156,24,0.4,0.2,0.2,0.4,0.3333333333333333,0.3066666666666667,0.09043106644167023,85,0.5,0.31578947368421056,0.3,0.48,0.4545454545454545,0.410066985645933,0.08480554033077721,67,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,adam -0.025629234313964844,0.006003541560565972,0.008247184753417968,0.0053824080985367655,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.75,0.6,0.7272727272727273,0.7142857142857143,0.6916450216450217,0.053310348113843636,5,0.4,0.2,0.2,0.5333333333333333,0.3333333333333333,0.33333333333333337,0.12649110640673517,65,0.5,0.31578947368421056,0.3,0.6153846153846153,0.4545454545454545,0.4371439087228561,0.11794812598958228,37,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,lbfgs -0.5830418109893799,0.039809332198837484,0.010374784469604492,0.005452640341206138,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.7142857142857143,0.6666666666666666,0.5714285714285714,0.5454545454545454,0.75,0.6495670995670995,0.07938855746132317,33,0.3333333333333333,0.13333333333333333,0.26666666666666666,0.4,0.4,0.30666666666666664,0.09977753031397178,87,0.4545454545454545,0.2222222222222222,0.36363636363636365,0.4615384615384615,0.5217391304347827,0.40473632647545693,0.10430502683752987,70,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,sgd -0.483292818069458,0.03634054009587595,0.006057024002075195,0.004892935701452158,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.75,0.6,0.6666666666666666,0.7142857142857143,0.6795238095238095,0.050655566274179824,18,0.4,0.2,0.2,0.4,0.3333333333333333,0.3066666666666667,0.09043106644167023,85,0.5,0.31578947368421056,0.3,0.5,0.4545454545454545,0.41406698564593303,0.08840499864616036,66,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,adam -0.032741451263427736,0.006281615919952063,0.0055214881896972655,0.004136724640358693,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.75,0.6,0.7272727272727273,0.7142857142857143,0.6916450216450217,0.053310348113843636,5,0.4,0.2,0.2,0.5333333333333333,0.3333333333333333,0.33333333333333337,0.12649110640673517,65,0.5,0.31578947368421056,0.3,0.6153846153846153,0.4545454545454545,0.4371439087228561,0.11794812598958228,37,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,lbfgs -0.49483680725097656,0.041086296079973335,0.013503837585449218,0.004719850001973308,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.75,0.5,0.5555555555555556,0.6,0.6144444444444445,0.08703624901140505,43,0.4,0.2,0.2,0.3333333333333333,0.2,0.26666666666666666,0.08432740427115679,93,0.5,0.31578947368421056,0.28571428571428575,0.4166666666666667,0.3,0.36363408521303264,0.08224112866259933,82,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,sgd -0.3759444236755371,0.03460327713768228,0.006229496002197266,0.0044642182003412035,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.75,0.6,0.7272727272727273,0.7142857142857143,0.6783116883116884,0.0649553215157909,19,0.4,0.2,0.2,0.5333333333333333,0.3333333333333333,0.33333333333333337,0.12649110640673517,65,0.48,0.31578947368421056,0.3,0.6153846153846153,0.4545454545454545,0.4331439087228561,0.1160728723442184,48,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,adam -0.029326391220092774,0.005157273797714677,0.008159399032592773,0.0055524570755179845,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.75,0.6,0.7272727272727273,0.7142857142857143,0.6916450216450217,0.053310348113843636,5,0.4,0.2,0.2,0.5333333333333333,0.3333333333333333,0.33333333333333337,0.12649110640673517,65,0.5,0.31578947368421056,0.3,0.6153846153846153,0.4545454545454545,0.4371439087228561,0.11794812598958228,37,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,lbfgs -0.5200310707092285,0.24242572904982868,0.008956480026245116,0.005386785473002638,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.1,0.2222222222222222,0.1896551724137931,0.14925373134328357,0.10526315789473684,0.15327885677480715,0.047406264420632116,98,0.8,0.9333333333333333,0.7333333333333333,0.6666666666666666,0.4,0.7066666666666667,0.17688665548562132,2,0.1777777777777778,0.358974358974359,0.30136986301369867,0.24390243902439024,0.16666666666666666,0.2497382210913785,0.0730911830194934,90,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,sgd -0.3678173542022705,0.041006395680078384,0.00888996124267578,0.0061653790796783415,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.75,0.6,0.7,0.7142857142857143,0.6861904761904762,0.05071819792645466,16,0.4,0.2,0.2,0.4666666666666667,0.3333333333333333,0.31999999999999995,0.10666666666666666,81,0.5,0.31578947368421056,0.3,0.56,0.4545454545454545,0.42606698564593304,0.10224400290542827,56,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,adam -0.0365962028503418,0.005095240495584604,0.006027841567993164,0.004108032159916632,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.75,0.6,0.7272727272727273,0.7142857142857143,0.6916450216450217,0.053310348113843636,5,0.4,0.2,0.2,0.5333333333333333,0.3333333333333333,0.33333333333333337,0.12649110640673517,65,0.5,0.31578947368421056,0.3,0.6153846153846153,0.4545454545454545,0.4371439087228561,0.11794812598958228,37,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,lbfgs -0.6514421463012695,0.047970080870890844,0.006180000305175781,0.004102652584077158,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.625,0.6666666666666666,0.5714285714285714,0.5454545454545454,0.6666666666666666,0.61504329004329,0.04934352876404085,42,0.3333333333333333,0.13333333333333333,0.26666666666666666,0.4,0.26666666666666666,0.27999999999999997,0.08844332774281066,91,0.43478260869565216,0.2222222222222222,0.36363636363636365,0.4615384615384615,0.3809523809523809,0.3726264074090161,0.08311475004123474,81,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,sgd -0.35286836624145507,0.04782063686115387,0.006099987030029297,0.0045994964303253125,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.75,0.6,0.7272727272727273,0.7142857142857143,0.6916450216450217,0.053310348113843636,5,0.4,0.2,0.2,0.5333333333333333,0.3333333333333333,0.33333333333333337,0.12649110640673517,65,0.5,0.31578947368421056,0.3,0.6153846153846153,0.4545454545454545,0.4371439087228561,0.11794812598958228,37,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,adam -0.07125821113586425,0.004307647651258153,0.008167791366577148,0.005098300035730377,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.75,0.6,0.7272727272727273,0.7142857142857143,0.6916450216450217,0.053310348113843636,5,0.4,0.2,0.2,0.5333333333333333,0.3333333333333333,0.33333333333333337,0.12649110640673517,65,0.5,0.31578947368421056,0.3,0.6153846153846153,0.4545454545454545,0.4371439087228561,0.11794812598958228,37,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,lbfgs -0.5832355499267579,0.10313313770941263,0.008649063110351563,0.005495561993596229,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.75,0.6666666666666666,0.6,0.6,0.8333333333333334,0.6900000000000001,0.09043106644167026,15,0.4,0.13333333333333333,0.2,0.4,0.3333333333333333,0.29333333333333333,0.1083205120618128,89,0.5217391304347827,0.2222222222222222,0.3,0.48,0.47619047619047616,0.40003036576949624,0.11715830162848359,72,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,sgd -0.2665384292602539,0.048661508744755076,0.006341028213500977,0.004139400529243651,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.75,0.6,0.7272727272727273,0.7142857142857143,0.7083116883116883,0.0558613685342426,3,0.4,0.2,0.2,0.5333333333333333,0.3333333333333333,0.33333333333333337,0.12649110640673517,65,0.5217391304347827,0.31578947368421056,0.3,0.6153846153846153,0.4545454545454545,0.44149173480981263,0.12055683098830122,34,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,adam -0.0767791748046875,0.006694620993891604,0.008310842514038085,0.005171859987781421,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.75,0.6,0.7272727272727273,0.7142857142857143,0.6916450216450217,0.053310348113843636,5,0.4,0.2,0.2,0.5333333333333333,0.3333333333333333,0.33333333333333337,0.12649110640673517,65,0.5,0.31578947368421056,0.3,0.6153846153846153,0.4545454545454545,0.4371439087228561,0.11794812598958228,37,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,lbfgs -1.1992616176605224,0.9248978526517866,0.008417367935180664,0.0056349991742814355,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.34375,0.5,0.30303030303030304,0.17543859649122806,0.0891089108910891,0.282265562082524,0.14166247809835117,91,0.7333333333333333,0.13333333333333333,0.6666666666666666,0.6666666666666666,0.6,0.5599999999999999,0.21746008573733455,5,0.4680851063829787,0.2105263157894737,0.41666666666666663,0.2777777777777778,0.15517241379310345,0.30564565608200006,0.11931365721418659,88,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,sgd -0.29818029403686525,0.0535668683221463,0.009376907348632812,0.006750286580713034,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.75,0.5,0.7272727272727273,0.7142857142857143,0.6583116883116883,0.09461321961379023,27,0.4,0.2,0.2,0.5333333333333333,0.3333333333333333,0.33333333333333337,0.12649110640673517,65,0.48,0.31578947368421056,0.28571428571428575,0.6153846153846153,0.4545454545454545,0.43028676586571324,0.11944198211274326,51,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,adam -0.07338190078735352,0.008611915352527675,0.008648490905761719,0.005417262359474388,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.75,0.6,0.7272727272727273,0.7142857142857143,0.6916450216450217,0.053310348113843636,5,0.4,0.2,0.2,0.5333333333333333,0.3333333333333333,0.33333333333333337,0.12649110640673517,65,0.5,0.31578947368421056,0.3,0.6153846153846153,0.4545454545454545,0.4371439087228561,0.11794812598958228,37,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,lbfgs -0.7787097454071045,0.0798623899977171,0.005935287475585938,0.004339056558534963,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.75,0.75,0.5,0.5454545454545454,0.6,0.6290909090909091,0.10367622837747578,39,0.4,0.2,0.2,0.4,0.2,0.28,0.09797958971132713,90,0.5217391304347827,0.31578947368421056,0.28571428571428575,0.4615384615384615,0.3,0.37695627027434814,0.09602600477096968,78,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,sgd -0.31629347801208496,0.055216417672053084,0.00804591178894043,0.005102935965604443,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.75,0.6,0.7272727272727273,0.7142857142857143,0.6783116883116884,0.0649553215157909,19,0.4,0.2,0.2,0.5333333333333333,0.3333333333333333,0.33333333333333337,0.12649110640673517,65,0.48,0.31578947368421056,0.3,0.6153846153846153,0.4545454545454545,0.4331439087228561,0.1160728723442184,48,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,adam -0.1487804889678955,0.02692335100741989,0.010714292526245117,0.0055947369833367275,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.8181818181818182,0.6428571428571429,0.3125,0.35,0.46153846153846156,0.5170154845154846,0.1893862397647404,55,0.6,0.6,0.3333333333333333,0.4666666666666667,0.4,0.48,0.10666666666666666,13,0.6923076923076923,0.6206896551724138,0.3225806451612903,0.4,0.42857142857142855,0.492829884242565,0.13990772450024452,9,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,lbfgs -0.9029088497161866,0.09209967877115274,0.00814356803894043,0.005574089173014378,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,sgd -0.9133918762207032,0.09889218862106856,0.010779094696044923,0.005877561486822479,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.0,0.0,0.6666666666666666,0.5714285714285714,0.0,0.24761904761904763,0.30476190476190473,95,0.0,0.0,0.13333333333333333,0.26666666666666666,0.0,0.08,0.10666666666666666,103,0.0,0.0,0.2222222222222222,0.36363636363636365,0.0,0.11717171717171718,0.15031171909283453,101,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,adam -0.13673796653747558,0.05569163668208166,0.009244585037231445,0.004924856721432157,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4583333333333333,0.38461538461538464,0.5454545454545454,0.5,0.5333333333333333,0.48434731934731934,0.0583128036267905,63,0.7333333333333333,0.3333333333333333,0.4,0.6666666666666666,0.5333333333333333,0.5333333333333333,0.15202339001321838,7,0.5641025641025641,0.3571428571428571,0.4615384615384615,0.5714285714285715,0.5333333333333333,0.49750915750915753,0.08022309190815896,7,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,lbfgs -0.11957182884216308,0.04747119401745055,0.007943820953369141,0.005256072291393102,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.10067114093959731,0.0782608695652174,0.109375,0.05766140210096295,0.0481625300143993,104,0.0,0.0,1.0,0.6,0.4666666666666667,0.4133333333333334,0.3804091364716562,36,0.0,0.0,0.18292682926829268,0.13846153846153847,0.17721518987341772,0.09972071152064978,0.08284677964801701,102,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,sgd -0.8142911911010742,0.10511975509474245,0.012844419479370118,0.004700432561649834,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.8571428571428571,0.0,0.0,0.6,0.0,0.2914285714285714,0.3660712543553592,90,0.4,0.0,0.0,0.4,0.0,0.16,0.19595917942265426,99,0.5454545454545455,0.0,0.0,0.48,0.0,0.20509090909090907,0.2520354166375619,93,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,adam -0.1412357807159424,0.047046576196169594,0.005839633941650391,0.004024784892570654,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5882352941176471,0.6153846153846154,0.2857142857142857,0.3333333333333333,0.5,0.46453350570997626,0.13304575200590094,70,0.6666666666666666,0.5333333333333333,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.4533333333333333,0.14236104336041747,24,0.625,0.5714285714285715,0.2758620689655172,0.3888888888888889,0.4,0.45223590585659557,0.1279870997486784,27,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,lbfgs -0.9647166728973389,0.1417396496912583,0.010955142974853515,0.006150054742718817,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,sgd -0.788916540145874,0.08919446076595908,0.013113689422607423,0.004843975705592927,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.0,0.0,0.6666666666666666,0.0,0.7142857142857143,0.2761904761904762,0.3385978825644034,93,0.0,0.0,0.26666666666666666,0.0,0.3333333333333333,0.12,0.1484737163421339,101,0.0,0.0,0.3809523809523809,0.0,0.4545454545454545,0.16709956709956705,0.2059732799063549,95,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,adam -0.12785630226135253,0.013465551369766989,0.008082199096679687,0.005332768108362184,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4117647058823529,0.5,0.5,0.46153846153846156,0.45454545454545453,0.46556972439325384,0.03287446845061655,69,0.4666666666666667,0.4666666666666667,0.4666666666666667,0.4,0.3333333333333333,0.42666666666666664,0.053333333333333344,32,0.43749999999999994,0.4827586206896552,0.4827586206896552,0.42857142857142855,0.3846153846153846,0.4432408109132247,0.036900956290825244,33,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,lbfgs -1.5970658779144287,0.11312933733882743,0.007723379135131836,0.004897063190005486,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.5,1.0,0.5,0.0,0.4,0.37416573867739417,88,0.0,0.06666666666666667,0.06666666666666667,0.13333333333333333,0.0,0.05333333333333333,0.049888765156985884,104,0.0,0.11764705882352941,0.125,0.2105263157894737,0.0,0.09063467492260062,0.08088750039170298,103,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,sgd -0.6963950157165527,0.10002637497330667,0.004932498931884766,0.0016073575428558976,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.75,0.5714285714285714,0.5384615384615384,0.75,0.6553113553113553,0.08803524645468136,28,0.5333333333333333,0.2,0.26666666666666666,0.4666666666666667,0.4,0.37333333333333335,0.12364824660660938,53,0.5925925925925926,0.31578947368421056,0.36363636363636365,0.5,0.5217391304347827,0.4587515120695899,0.10302169532696168,23,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,adam -0.14384469985961915,0.02711470553488428,0.0058362483978271484,0.004151730954290585,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5333333333333333,0.4166666666666667,0.4166666666666667,0.3333333333333333,0.6,0.45999999999999996,0.0946337971105226,71,0.5333333333333333,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.4,0.3866666666666666,0.07774602526460402,49,0.5333333333333333,0.3703703703703704,0.3703703703703704,0.3333333333333333,0.48,0.41748148148148145,0.07596057023517315,65,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,lbfgs -1.2467731475830077,0.9982677966543935,0.010699033737182617,0.005198424591733924,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.06976744186046512,0.375,0.08895348837209302,0.14555334450017487,101,0.0,0.0,0.0,0.6,0.2,0.16,0.233238075793812,99,0.0,0.0,0.0,0.125,0.26086956521739135,0.07717391304347827,0.103825686402257,104,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,sgd -0.6955345630645752,0.08214479367212209,0.006034183502197266,0.003969063524751772,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.7272727272727273,0.75,0.5714285714285714,0.5384615384615384,0.75,0.6674325674325674,0.09280721969096178,23,0.5333333333333333,0.2,0.26666666666666666,0.4666666666666667,0.4,0.37333333333333335,0.12364824660660938,53,0.6153846153846153,0.31578947368421056,0.36363636363636365,0.5,0.5217391304347827,0.4633099166279944,0.10916404856741682,19,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,adam -0.13475914001464845,0.015292940843137424,0.008721923828125,0.005971551910457655,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5333333333333333,0.5454545454545454,0.4375,0.38461538461538464,0.5714285714285714,0.49446636696636687,0.07119834495916041,60,0.5333333333333333,0.4,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.39999999999999997,0.09428090415820634,45,0.5333333333333333,0.4615384615384615,0.45161290322580644,0.3571428571428571,0.36363636363636365,0.43345278377536445,0.06601856835399092,47,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,lbfgs -1.7663068294525146,0.20231587034389864,0.004140520095825195,0.0005200121301123761,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,1.0,1.0,0.6666666666666666,1.0,0.7333333333333333,0.38873012632302,2,0.0,0.06666666666666667,0.2,0.13333333333333333,0.06666666666666667,0.09333333333333334,0.0679869268479038,102,0.0,0.125,0.33333333333333337,0.2222222222222222,0.125,0.16111111111111112,0.11131924949729934,96,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,sgd -0.7265209674835205,0.06605406562924807,0.00843639373779297,0.005630685747979835,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.7,0.75,0.5714285714285714,0.5384615384615384,0.75,0.6619780219780219,0.08988540786756445,26,0.4666666666666667,0.2,0.26666666666666666,0.4666666666666667,0.4,0.36,0.10832051206181281,59,0.56,0.31578947368421056,0.36363636363636365,0.5,0.5217391304347827,0.45223299355107144,0.09507125180037841,28,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,adam -0.8800735473632812,0.12234905822128532,0.0065480232238769535,0.004399386136233654,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4117647058823529,0.5555555555555556,0.3333333333333333,0.4375,0.6666666666666666,0.4809640522875817,0.11706567038215776,65,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.4666666666666667,0.4,0.3866666666666666,0.07774602526460402,49,0.43749999999999994,0.4166666666666667,0.2962962962962963,0.45161290322580644,0.5,0.42041517323775385,0.06785054344277915,62,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,lbfgs -0.5813318729400635,0.06421894893759651,0.006906270980834961,0.005065176680487435,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,sgd -6.834308719635009,5.255377761704047,0.010221290588378906,0.006912761844459867,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.35,0.6363636363636364,0.5833333333333334,0.6153846153846154,0.6363636363636364,0.5642890442890443,0.10888776834753726,48,0.4666666666666667,0.4666666666666667,0.4666666666666667,0.5333333333333333,0.4666666666666667,0.48,0.02666666666666666,13,0.4,0.5384615384615385,0.5185185185185186,0.5714285714285715,0.5384615384615385,0.5133740333740334,0.05917640134826597,5,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,adam -1.0670718193054198,0.26252076669574026,0.011051607131958009,0.005679492543340169,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35,0.375,0.5,0.3125,0.5,0.40750000000000003,0.07810249675906655,86,0.4666666666666667,0.4,0.5333333333333333,0.3333333333333333,0.3333333333333333,0.4133333333333333,0.077746025264604,38,0.4,0.38709677419354843,0.5161290322580646,0.3225806451612903,0.4,0.40516129032258064,0.062470804835665604,69,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,lbfgs -1.7029875755310058,0.7495580426802961,0.011130809783935547,0.005867496245937366,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.1,0.1,0.0,0.10067114093959731,0.10067114093959731,0.08026845637583893,0.040135350481491375,102,1.0,1.0,0.0,1.0,1.0,0.8,0.4,1,0.18181818181818182,0.18181818181818182,0.0,0.18292682926829268,0.18292682926829268,0.1458980044345898,0.07295068707238214,97,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,sgd -4.682426261901855,3.9591479808721703,0.01264653205871582,0.004226189426290792,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.7142857142857143,0.6666666666666666,0.5454545454545454,0.6153846153846154,0.6363636363636364,0.6356310356310356,0.05602146460996764,36,0.6666666666666666,0.5333333333333333,0.4,0.5333333333333333,0.4666666666666667,0.52,0.08844332774281065,11,0.689655172413793,0.5925925925925926,0.4615384615384615,0.5714285714285715,0.5384615384615385,0.5707352672869914,0.07427745705595493,1,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,adam -0.7870394229888916,0.08894179921121617,0.0064465045928955075,0.004516841536808828,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3888888888888889,0.5454545454545454,0.14285714285714285,0.3333333333333333,0.6,0.402106782106782,0.16237313962187272,87,0.4666666666666667,0.4,0.13333333333333333,0.4,0.4,0.36,0.11623730516108463,59,0.42424242424242425,0.4615384615384615,0.1379310344827586,0.3636363636363636,0.48,0.3734696567800016,0.12430433505045561,80,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,lbfgs -0.8774322032928467,0.022216690558951886,0.009386539459228516,0.004636584872869232,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,sgd -2.339009666442871,0.5305619869885563,0.00877690315246582,0.005704953834626081,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.6666666666666666,0.5454545454545454,0.6153846153846154,0.6363636363636364,0.626107226107226,0.044755244755244755,41,0.6666666666666666,0.4,0.4,0.5333333333333333,0.4666666666666667,0.49333333333333335,0.09977753031397174,12,0.6666666666666666,0.5,0.4615384615384615,0.5714285714285715,0.5384615384615385,0.5476190476190477,0.07000075713167035,2,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,adam -0.18790340423583984,0.05268701636228744,0.005672740936279297,0.004133713998664016,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.45,0.6,0.38461538461538464,0.4090909090909091,0.5454545454545454,0.4778321678321678,0.08208181779754445,66,0.6,0.4,0.3333333333333333,0.6,0.4,0.4666666666666666,0.11155467020454339,20,0.5142857142857143,0.48,0.3571428571428571,0.4864864864864865,0.4615384615384615,0.4598907038907039,0.054093200523451256,22,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,lbfgs -0.6492002487182618,0.07049756105557094,0.005734062194824219,0.003990130492649551,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6153846153846154,0.6666666666666666,0.4,0.42857142857142855,0.8571428571428571,0.5935531135531135,0.16732215824110944,45,0.5333333333333333,0.26666666666666666,0.26666666666666666,0.4,0.4,0.37333333333333335,0.09977753031397177,53,0.5714285714285715,0.3809523809523809,0.32,0.4137931034482759,0.5454545454545455,0.4463257202567547,0.09671347331474749,31,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,sgd -0.8977243900299072,0.1342832007596328,0.010939311981201173,0.00603454037870546,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5833333333333334,0.6666666666666666,0.5454545454545454,0.5,0.6,0.5790909090909091,0.05569825566491167,46,0.4666666666666667,0.26666666666666666,0.4,0.3333333333333333,0.4,0.37333333333333335,0.0679869268479038,53,0.5185185185185186,0.3809523809523809,0.4615384615384615,0.4,0.48,0.44820187220187224,0.05094964347843911,30,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,adam -0.17306413650512695,0.03864803639172787,0.005841970443725586,0.004166385725620312,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4166666666666667,0.5,0.26666666666666666,0.2857142857142857,0.5833333333333334,0.41047619047619055,0.12180241239154131,83,0.3333333333333333,0.4,0.26666666666666666,0.26666666666666666,0.4666666666666667,0.3466666666666667,0.07774602526460402,63,0.3703703703703704,0.4444444444444445,0.26666666666666666,0.2758620689655172,0.5185185185185186,0.37517241379310345,0.09695960121698538,79,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,lbfgs -0.1957256317138672,0.10060686921311442,0.008410167694091798,0.005237009869853456,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.06451612903225806,0.1388888888888889,0.09259259259259259,0.056,0.0703995221027479,0.04556616947613322,103,0.0,0.26666666666666666,1.0,0.6666666666666666,0.4666666666666667,0.48,0.340978982734518,13,0.0,0.1038961038961039,0.24390243902439027,0.16260162601626016,0.09999999999999999,0.12208003378735086,0.0802551128618788,99,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,sgd -0.9086323261260987,0.06646123638156926,0.009534072875976563,0.00647186374312411,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6428571428571429,0.625,0.5454545454545454,0.7272727272727273,0.625,0.6331168831168832,0.057925208115291796,37,0.6,0.3333333333333333,0.4,0.5333333333333333,0.3333333333333333,0.44000000000000006,0.1083205120618128,28,0.6206896551724138,0.43478260869565216,0.4615384615384615,0.6153846153846153,0.43478260869565216,0.513435589897359,0.08598015253715119,4,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,adam -0.38741636276245117,0.4142926661826802,0.008597421646118163,0.005017716310092204,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.2692307692307692,0.45454545454545453,0.35714285714285715,0.5882352941176471,0.4117647058823529,0.41618381618381617,0.10599423356590844,82,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.6666666666666666,0.4666666666666667,0.4533333333333333,0.12220201853215573,24,0.3414634146341463,0.3846153846153846,0.3448275862068965,0.625,0.43749999999999994,0.42668127709128545,0.10505142619162681,54,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,lbfgs -0.920494270324707,0.082370556662422,0.0064852237701416016,0.004211449957774745,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.625,0.6,0.7,0.6516666666666666,0.03511884584284245,29,0.6666666666666666,0.26666666666666666,0.3333333333333333,0.4,0.4666666666666667,0.42666666666666664,0.13727506854649335,32,0.6666666666666666,0.3809523809523809,0.43478260869565216,0.48,0.56,0.50448033126294,0.10010300161943282,6,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,sgd -0.9237186431884765,0.06824510839647518,0.007307624816894532,0.004425211192823108,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6153846153846154,0.75,0.4,0.6363636363636364,0.75,0.6303496503496503,0.1280261645589597,38,0.5333333333333333,0.4,0.26666666666666666,0.4666666666666667,0.4,0.4133333333333333,0.08844332774281066,38,0.5714285714285715,0.5217391304347827,0.32,0.5384615384615385,0.5217391304347827,0.49467367415193514,0.08920163855678563,8,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,adam -0.10247788429260254,0.01420092542442507,0.006386518478393555,0.00475344712212811,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.2857142857142857,0.45454545454545453,0.3125,0.4375,0.7272727272727273,0.44350649350649346,0.15667947806381172,75,0.4,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.5333333333333333,0.4133333333333333,0.07774602526460402,38,0.3333333333333333,0.3846153846153846,0.3225806451612903,0.45161290322580644,0.6153846153846153,0.421505376344086,0.10716053900936696,60,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,lbfgs -0.8402040958404541,0.07707128083496236,0.007889080047607421,0.005042863275795196,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.6,0.6666666666666666,0.5384615384615384,0.7777777777777778,0.6499145299145298,0.07977907987194643,32,0.4,0.2,0.26666666666666666,0.4666666666666667,0.4666666666666667,0.36000000000000004,0.10832051206181281,58,0.5,0.3,0.3809523809523809,0.5,0.5833333333333334,0.45285714285714285,0.10000453504455918,26,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,sgd -5.100426387786865,0.3082436898842431,0.008397912979125977,0.005772073777102184,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.4090909090909091,0.6666666666666666,0.4444444444444444,0.36363636363636365,0.5555555555555556,0.4878787878787879,0.1096134138686912,62,0.6,0.5333333333333333,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.39999999999999997,0.1398411797560202,45,0.4864864864864865,0.5925925925925926,0.33333333333333337,0.30769230769230765,0.4166666666666667,0.4273542773542774,0.10399371990638062,53,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,adam -0.10141067504882813,0.00545097578677536,0.008204364776611328,0.005132029518736485,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42857142857142855,0.5833333333333334,0.23076923076923078,0.5,0.5454545454545454,0.45762570762570765,0.12459526860417451,72,0.4,0.4666666666666667,0.2,0.4666666666666667,0.4,0.3866666666666666,0.09797958971132711,49,0.4137931034482759,0.5185185185185186,0.21428571428571427,0.4827586206896552,0.4615384615384615,0.41817888369612516,0.10743397724902057,64,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,lbfgs -0.36145505905151365,0.2129553142499596,0.006626558303833008,0.005374796613151807,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.42857142857142855,0.2,0.13513513513513514,0.1076923076923077,0.10236220472440945,0.1947522152246562,0.12195778085331738,96,0.6,0.06666666666666667,0.6666666666666666,0.4666666666666667,0.8666666666666667,0.5333333333333333,0.2666666666666667,7,0.5,0.1,0.2247191011235955,0.17500000000000004,0.18309859154929575,0.23656353853457826,0.13772235099440333,92,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,sgd -4.9391905784606935,0.41086955684669446,0.011268711090087891,0.006011710470623146,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.3,0.6363636363636364,0.3333333333333333,0.4666666666666667,0.4444444444444444,0.4361616161616162,0.11848514987862845,76,0.4,0.4666666666666667,0.2,0.4666666666666667,0.26666666666666666,0.36,0.1083205120618128,59,0.34285714285714286,0.5384615384615385,0.25,0.4666666666666667,0.33333333333333337,0.38626373626373633,0.10284198358385842,75,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,adam -0.10979599952697754,0.01207314386590181,0.0064509868621826175,0.004015240282344828,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.2777777777777778,0.7,0.26666666666666666,0.42857142857142855,0.42857142857142855,0.4203174603174603,0.15638715195001324,80,0.3333333333333333,0.4666666666666667,0.26666666666666666,0.6,0.4,0.4133333333333333,0.11469767022723501,38,0.303030303030303,0.56,0.26666666666666666,0.5,0.4137931034482759,0.40869801462904914,0.11188643556613262,68,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,lbfgs -0.9494246959686279,0.07431668727835018,0.005912160873413086,0.003979056813232686,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.7272727272727273,0.6666666666666666,0.5,0.5384615384615384,0.7777777777777778,0.642035742035742,0.1069576495904158,35,0.5333333333333333,0.26666666666666666,0.2,0.4666666666666667,0.4666666666666667,0.3866666666666667,0.12927146286443544,47,0.6153846153846153,0.3809523809523809,0.28571428571428575,0.5,0.5833333333333334,0.47307692307692306,0.12387453047718588,16,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,sgd -4.98134183883667,0.41855410585452196,0.008803606033325195,0.005869005172749503,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.391304347826087,0.8,0.38461538461538464,0.5,0.5555555555555556,0.5262950575994054,0.15149760641757617,52,0.6,0.5333333333333333,0.3333333333333333,0.5333333333333333,0.3333333333333333,0.4666666666666667,0.1115546702045434,16,0.47368421052631576,0.64,0.3571428571428571,0.5161290322580646,0.4166666666666667,0.4807245533187808,0.09596620232472777,12,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,adam -0.2661250114440918,0.014388927907309522,0.00419321060180664,0.00025102519633766644,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.375,0.6,0.2,0.3125,0.8,0.4575,0.21529050141610986,73,0.4,0.6,0.13333333333333333,0.3333333333333333,0.5333333333333333,0.4,0.1632993161855452,44,0.38709677419354843,0.6,0.16,0.3225806451612903,0.64,0.4219354838709677,0.17829998456342439,59,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,lbfgs -1.2000884532928466,0.04895345410920563,0.008504152297973633,0.005133062515594911,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.7272727272727273,0.75,0.5555555555555556,0.5833333333333334,0.75,0.6732323232323233,0.08559972861776344,22,0.5333333333333333,0.2,0.3333333333333333,0.4666666666666667,0.4,0.3866666666666666,0.11469767022723501,49,0.6153846153846153,0.31578947368421056,0.4166666666666667,0.5185185185185186,0.5217391304347827,0.47761968093775875,0.10247214629447635,14,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,sgd -5.1422608375549315,0.41289975561372705,0.009157419204711914,0.005851311460449143,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.35,0.6666666666666666,0.38461538461538464,0.4444444444444444,0.7,0.5091452991452992,0.14578039958515324,58,0.4666666666666667,0.5333333333333333,0.3333333333333333,0.5333333333333333,0.4666666666666667,0.4666666666666667,0.07302967433402216,16,0.4,0.5925925925925926,0.3571428571428571,0.4848484848484848,0.56,0.4789167869167869,0.09009840232784344,13,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,adam -0.31508383750915525,0.0480445402784796,0.006889629364013672,0.005726493425060739,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.30434782608695654,0.5789473684210527,0.35714285714285715,0.3125,0.5833333333333334,0.42725427699684,0.12693432693404677,79,0.4666666666666667,0.7333333333333333,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.4666666666666666,0.1460593486680443,20,0.3684210526315789,0.6470588235294117,0.3448275862068965,0.3225806451612903,0.5185185185185186,0.44028132520953916,0.12410218158974895,35,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,lbfgs -1.5859171867370605,1.2928306382281447,0.008747434616088868,0.005589870126560255,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.14432989690721648,0.22448979591836735,0.2727272727272727,0.26666666666666666,0.5,0.28164272644390465,0.11841025058609136,92,0.9333333333333333,0.7333333333333333,0.2,0.5333333333333333,0.26666666666666666,0.5333333333333333,0.2764858847110363,7,0.25,0.34375,0.23076923076923075,0.3555555555555555,0.3478260869565218,0.3055801746562616,0.05371224163814298,89,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,sgd -5.510459613800049,0.4030384534549479,0.008512401580810547,0.005667672003217775,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.3333333333333333,0.5833333333333334,0.25,0.4375,0.625,0.4458333333333334,0.14288690166235207,74,0.4666666666666667,0.4666666666666667,0.2,0.4666666666666667,0.3333333333333333,0.38666666666666666,0.10666666666666667,48,0.3888888888888889,0.5185185185185186,0.22222222222222224,0.45161290322580644,0.43478260869565216,0.4032050283102177,0.09959658117453395,71,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,adam -0.30382652282714845,0.03863131712562457,0.010509920120239259,0.005072378523624253,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4375,0.45454545454545453,0.2,0.3333333333333333,0.45454545454545453,0.3759848484848485,0.0989115465010092,89,0.4666666666666667,0.3333333333333333,0.06666666666666667,0.4,0.3333333333333333,0.31999999999999995,0.1359738536958076,81,0.45161290322580644,0.3846153846153846,0.1,0.3636363636363636,0.3846153846153846,0.33689600721858787,0.12210569936351516,86,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,lbfgs -1.5233198165893556,0.11966451918221765,0.00836186408996582,0.005186770197102491,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6923076923076923,0.75,0.5714285714285714,0.5,0.8,0.6627472527472527,0.11149076011324506,25,0.6,0.2,0.26666666666666666,0.4666666666666667,0.5333333333333333,0.4133333333333333,0.154344492037203,38,0.6428571428571429,0.31578947368421056,0.36363636363636365,0.4827586206896552,0.64,0.4890083201734745,0.13581598037538828,11,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,sgd -5.0886529922485355,0.3803243994291215,0.008637762069702149,0.005511028043251988,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.3333333333333333,0.6666666666666666,0.35714285714285715,0.5,0.5833333333333334,0.48809523809523814,0.12821820969367867,61,0.4,0.5333333333333333,0.3333333333333333,0.5333333333333333,0.4666666666666667,0.4533333333333333,0.077746025264604,24,0.3636363636363636,0.5925925925925926,0.3448275862068965,0.5161290322580646,0.5185185185185186,0.46714081864248713,0.09638605681319558,17,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,adam -0.26602983474731445,0.1451427185001806,0.007484579086303711,0.007075671406102798,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.43478260869565216,0.5454545454545454,0.3125,0.36363636363636365,0.42857142857142855,0.4169889892715979,0.07838190666079761,81,0.6666666666666666,0.4,0.3333333333333333,0.5333333333333333,0.4,0.4666666666666666,0.11925695879998875,20,0.5263157894736841,0.4615384615384615,0.3225806451612903,0.43243243243243246,0.4137931034482759,0.4313320864108288,0.06643798853737781,50,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,lbfgs -0.729641342163086,0.09428917842080374,0.008048725128173829,0.00503862892581722,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.8,0.6,0.8,0.625,1.0,0.765,0.14456832294800961,1,0.26666666666666666,0.2,0.26666666666666666,0.3333333333333333,0.06666666666666667,0.22666666666666666,0.09043106644167023,98,0.4,0.3,0.4,0.43478260869565216,0.125,0.33195652173913043,0.1128585443805543,87,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,sgd -0.9049134254455566,0.11224235423675885,0.007633829116821289,0.0049560392151340605,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.6666666666666666,0.5,0.5833333333333334,0.7142857142857143,0.6261904761904762,0.07589227357385345,40,0.4,0.13333333333333333,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.33333333333333337,0.11155467020454342,65,0.5,0.2222222222222222,0.4,0.5185185185185186,0.4545454545454545,0.4190572390572391,0.10659351979607,63,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,adam -0.20843505859375,0.06332015010709248,0.011886310577392579,0.004047768508188097,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4230769230769231,0.5,0.2857142857142857,0.3333333333333333,0.5,0.4084249084249084,0.08681395959533021,85,0.7333333333333333,0.4,0.26666666666666666,0.4,0.26666666666666666,0.4133333333333333,0.17074997966487596,38,0.5365853658536585,0.4444444444444445,0.2758620689655172,0.3636363636363636,0.3478260869565218,0.3936708659713011,0.08931431944874695,74,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,lbfgs -0.14677152633666993,0.09823803829939674,0.008133125305175782,0.005484331179932324,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.1,0.10135135135135136,0.09090909090909091,0.056910569105691054,0.5,0.16983420227322665,0.1658656629912772,97,0.4,1.0,0.8666666666666667,0.4666666666666667,0.06666666666666667,0.56,0.3362538723444931,4,0.16000000000000003,0.18404907975460125,0.16455696202531647,0.10144927536231885,0.11764705882352941,0.14554047519315322,0.03090531939210271,98,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,sgd -1.0003254890441895,0.12988647174574172,0.011053943634033203,0.005016312369354571,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6363636363636364,0.625,0.375,0.42857142857142855,0.7142857142857143,0.5558441558441558,0.1305929559936887,50,0.4666666666666667,0.3333333333333333,0.2,0.4,0.3333333333333333,0.3466666666666666,0.08844332774281066,64,0.5384615384615385,0.43478260869565216,0.26086956521739135,0.4137931034482759,0.4545454545454545,0.42049045407366253,0.09033810730493463,61,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,adam -0.27076425552368166,0.23638683709875305,0.012589597702026367,0.004394829285365818,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.45454545454545453,0.5,0.35294117647058826,0.42857142857142855,0.6,0.4672116119174943,0.0817545865764307,68,0.6666666666666666,0.4,0.4,0.6,0.6,0.5333333333333334,0.11155467020454338,6,0.5405405405405405,0.4444444444444445,0.37500000000000006,0.5,0.6,0.491996996996997,0.07750447070340552,10,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,lbfgs -0.8012322425842285,0.05449201253771326,0.004135990142822265,0.0011939249513883826,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5555555555555556,0.7142857142857143,0.75,0.7,0.6666666666666666,0.6773015873015873,0.06648804490957912,21,0.3333333333333333,0.3333333333333333,0.2,0.4666666666666667,0.26666666666666666,0.32,0.08844332774281068,80,0.4166666666666667,0.4545454545454545,0.31578947368421056,0.56,0.3809523809523809,0.4255907951697425,0.08128070488869413,58,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,sgd -0.9657079219818115,0.14959873929399473,0.008088302612304688,0.00566132678739592,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6153846153846154,0.5,0.5,0.38461538461538464,0.8,0.5599999999999999,0.14044729896648867,49,0.5333333333333333,0.13333333333333333,0.26666666666666666,0.3333333333333333,0.26666666666666666,0.30666666666666664,0.13063945294843618,87,0.5714285714285715,0.2105263157894737,0.3478260869565218,0.3571428571428571,0.4,0.3773847662634848,0.11600831006588364,77,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,adam -0.12994027137756348,0.022463116488187256,0.006088781356811524,0.004463650630839219,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.44,0.5,0.35294117647058826,0.3333333333333333,0.4166666666666667,0.40858823529411764,0.06027929357060997,84,0.7333333333333333,0.4666666666666667,0.4,0.4,0.3333333333333333,0.4666666666666667,0.1398411797560202,16,0.5499999999999999,0.4827586206896552,0.37500000000000006,0.3636363636363636,0.3703703703703704,0.4283530709392778,0.07503963638183678,52,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,lbfgs -0.8326001644134522,0.09200155427075253,0.010822582244873046,0.00590893927385538,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.625,0.6666666666666666,0.5,0.5555555555555556,0.6666666666666666,0.6027777777777777,0.06549903401417552,44,0.3333333333333333,0.13333333333333333,0.2,0.3333333333333333,0.26666666666666666,0.2533333333333333,0.077746025264604,95,0.43478260869565216,0.2222222222222222,0.28571428571428575,0.4166666666666667,0.3809523809523809,0.34806763285024156,0.08127942963548668,83,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,sgd -4.361845350265503,0.15040040247909653,0.006410789489746094,0.005116167356369063,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.4,0.625,0.5,0.42105263157894735,0.5454545454545454,0.4983014354066985,0.08235214274650134,59,0.5333333333333333,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.4,0.42666666666666664,0.09043106644167025,32,0.4571428571428572,0.43478260869565216,0.4,0.47058823529411764,0.4615384615384615,0.4448104325342178,0.025317752195105635,32,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,adam -0.12514119148254393,0.008065771632567558,0.01128244400024414,0.005497961021491283,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4166666666666667,0.5,0.3333333333333333,0.42105263157894735,0.5,0.4342105263157895,0.062150840645327554,77,0.6666666666666666,0.4666666666666667,0.3333333333333333,0.5333333333333333,0.3333333333333333,0.4666666666666667,0.12649110640673517,16,0.5128205128205129,0.4827586206896552,0.3333333333333333,0.47058823529411764,0.4,0.43990014042752373,0.06487602760224966,36,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,lbfgs -0.2823487758636475,0.3079639432591467,0.012771511077880859,0.0047322466795821465,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.2,0.09655172413793103,0.19672131147540983,0.09865460712266819,0.08872187136210812,100,0.0,0.0,0.06666666666666667,0.9333333333333333,0.8,0.36,0.4165466493816882,59,0.0,0.0,0.1,0.175,0.31578947368421056,0.1181578947368421,0.11877840817803327,100,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,sgd -4.10467643737793,0.3377720093484001,0.006267929077148437,0.004958775341002801,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.3333333333333333,0.875,0.6666666666666666,0.375,0.625,0.575,0.19965247584518234,47,0.4666666666666667,0.4666666666666667,0.4,0.4,0.3333333333333333,0.4133333333333334,0.0498887651569859,36,0.3888888888888889,0.608695652173913,0.5,0.38709677419354843,0.43478260869565216,0.4638927847904005,0.08323726976414267,18,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,adam -0.16154799461364747,0.021824096446997742,0.007129001617431641,0.00495832376401701,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4782608695652174,0.5454545454545454,0.35294117647058826,0.375,0.6666666666666666,0.4836646516314035,0.1150943637356367,64,0.7333333333333333,0.4,0.4,0.4,0.4,0.4666666666666666,0.1333333333333333,20,0.5789473684210527,0.4615384615384615,0.37500000000000006,0.38709677419354843,0.5,0.46051652083061256,0.07521886689168235,21,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,lbfgs -1.176374626159668,0.08690739813669668,0.014525938034057616,0.005533866642175022,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.7142857142857143,0.75,0.5,0.625,0.6666666666666666,0.6511904761904762,0.08663526380314406,30,0.3333333333333333,0.2,0.2,0.3333333333333333,0.13333333333333333,0.24,0.07999999999999999,96,0.4545454545454545,0.31578947368421056,0.28571428571428575,0.43478260869565216,0.2222222222222222,0.342610808972365,0.08885383024833124,84,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,sgd -4.243030643463134,0.3033034614995806,0.008959007263183594,0.005570979764511581,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.4090909090909091,0.625,0.5384615384615384,0.375,0.6,0.5095104895104895,0.10054004744090794,57,0.6,0.3333333333333333,0.4666666666666667,0.4,0.4,0.43999999999999995,0.09043106644167025,31,0.4864864864864865,0.43478260869565216,0.5,0.38709677419354843,0.48,0.45767317387513745,0.04153374657914978,24,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,adam -0.2591064453125,0.027176889641899425,0.0058536529541015625,0.004044587292469066,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3684210526315789,0.6153846153846154,0.4666666666666667,0.5,0.6666666666666666,0.5234278002699055,0.10655628430035771,53,0.4666666666666667,0.5333333333333333,0.4666666666666667,0.6666666666666666,0.5333333333333333,0.5333333333333333,0.07302967433402213,7,0.4117647058823529,0.5714285714285715,0.4666666666666667,0.5714285714285715,0.5925925925925926,0.5227762215997511,0.07082410143871207,3,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,lbfgs -1.596748161315918,0.1057117381740744,0.010694169998168945,0.00798428865534965,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.75,0.6,0.5,0.7142857142857143,0.6461904761904762,0.0886993443952385,34,0.4,0.2,0.2,0.26666666666666666,0.3333333333333333,0.27999999999999997,0.077746025264604,91,0.5,0.31578947368421056,0.3,0.3478260869565218,0.4545454545454545,0.3836322030372374,0.07930852749755202,76,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,sgd -3.2954913139343263,0.38389852848192574,0.009882020950317382,0.005250287812053587,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.45,0.7,0.5,0.47058823529411764,0.5714285714285714,0.5384033613445378,0.09065649663057247,51,0.6,0.4666666666666667,0.4,0.5333333333333333,0.26666666666666666,0.4533333333333333,0.11469767022723501,24,0.5142857142857143,0.56,0.4444444444444445,0.5,0.36363636363636365,0.47647330447330444,0.0674062544516818,15,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,adam -0.4525538444519043,0.10148207234566058,0.010383510589599609,0.0064662799259238265,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.375,0.6,0.3125,0.375,0.5,0.4325,0.10356157588603988,78,0.4,0.4,0.3333333333333333,0.4,0.3333333333333333,0.3733333333333333,0.03265986323710906,57,0.38709677419354843,0.48,0.3225806451612903,0.38709677419354843,0.4,0.39535483870967747,0.05023714832472288,73,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,lbfgs -0.34836249351501464,0.06714447292099003,0.009470939636230469,0.005271663298499877,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.4090909090909091,0.1875,0.5,0.2,0.0,0.25931818181818184,0.1767948103273331,94,0.6,0.2,0.2,0.3333333333333333,0.0,0.26666666666666666,0.1977652929892177,93,0.4864864864864865,0.19354838709677422,0.28571428571428575,0.25,0.0,0.24314983185950928,0.15662281384039523,91,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,sgd -2.8250106811523437,0.17109827322890028,0.006782817840576172,0.003939545538651579,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.45,0.7,0.45454545454545453,0.4,0.5555555555555556,0.512020202020202,0.10670530368499345,56,0.6,0.4666666666666667,0.3333333333333333,0.4,0.3333333333333333,0.42666666666666664,0.09977753031397177,32,0.5142857142857143,0.56,0.3846153846153846,0.4000000000000001,0.4166666666666667,0.45511355311355317,0.06926495502648371,25,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,adam -0.3060585975646973,0.03365834239720083,0.006603860855102539,0.004501843494311118,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.625,0.5833333333333334,0.38095238095238093,0.5,0.5178571428571429,0.08384198505551911,54,0.5333333333333333,0.3333333333333333,0.4666666666666667,0.5333333333333333,0.3333333333333333,0.44000000000000006,0.09043106644167025,28,0.5161290322580646,0.43478260869565216,0.5185185185185186,0.4444444444444444,0.4,0.462774920783336,0.04693458528185518,20,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,lbfgs -1.8193679809570313,0.14695914056646586,0.007608175277709961,0.004674264939680655,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.8333333333333334,0.6666666666666666,0.4,0.6,0.75,0.65,0.14757295747452437,31,0.3333333333333333,0.13333333333333333,0.13333333333333333,0.4,0.2,0.24,0.10832051206181281,96,0.47619047619047616,0.2222222222222222,0.2,0.48,0.31578947368421056,0.3388404344193818,0.12016561685113508,85,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,sgd -1.715553379058838,0.435853874426359,0.003295707702636719,0.00021549602251332204,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.45,0.5833333333333334,0.4,0.4,0.5555555555555556,0.47777777777777786,0.0775393169883018,67,0.6,0.4666666666666667,0.4,0.4,0.3333333333333333,0.44000000000000006,0.09043106644167023,28,0.5142857142857143,0.5185185185185186,0.4000000000000001,0.4000000000000001,0.4166666666666667,0.4498941798941799,0.054659849181705925,29,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,adam -0.0013840198516845703,0.0003638239706690579,0.004651069641113281,0.0010262319448912267,{},0.6666666666666666,0.5714285714285714,0.3333333333333333,0.46153846153846156,0.5625,0.5190934065934065,0.11333167733339584,1,0.5333333333333333,0.5333333333333333,0.4666666666666667,0.4,0.6,0.5066666666666666,0.06798692684790378,1,0.5925925925925926,0.5517241379310344,0.3888888888888889,0.42857142857142855,0.5806451612903225,0.5084844418548533,0.08347479589432837,1,GaussianNB,,,,,,,,,,, -0.012986183166503906,0.0027825956100824166,0.004983377456665039,0.00028312968294027743,"{'gamma': 'scale', 'kernel': 'linear'}",0.8,1.0,0.4,0.5,1.0,0.74,0.24979991993593592,1,0.26666666666666666,0.13333333333333333,0.13333333333333333,0.26666666666666666,0.2,0.2,0.05962847939999439,4,0.4,0.23529411764705882,0.2,0.3478260869565218,0.33333333333333337,0.3032907075873828,0.07420397985772498,3,SVC,scale,linear,,,,,,,,, -0.0064984321594238285,0.0004930383830385248,0.006651639938354492,0.0014260038963428698,"{'gamma': 'scale', 'kernel': 'poly'}",0.8333333333333334,1.0,0.4,0.5714285714285714,0.3333333333333333,0.6276190476190476,0.25399126879845757,5,0.3333333333333333,0.13333333333333333,0.26666666666666666,0.26666666666666666,0.06666666666666667,0.21333333333333332,0.09797958971132713,3,0.47619047619047616,0.23529411764705882,0.32,0.36363636363636365,0.1111111111111111,0.301246413717002,0.12276055270164621,5,SVC,scale,poly,,,,,,,,, -0.006564283370971679,0.0006758265477265539,0.009675931930541993,0.0021423562139477894,"{'gamma': 'scale', 'kernel': 'rbf'}",0.6666666666666666,1.0,0.5,0.5,0.6666666666666666,0.6666666666666666,0.18257418583505536,3,0.13333333333333333,0.06666666666666667,0.13333333333333333,0.13333333333333333,0.13333333333333333,0.12,0.02666666666666667,7,0.2222222222222222,0.125,0.2105263157894737,0.2105263157894737,0.2222222222222222,0.19809941520467836,0.036922079725730673,7,SVC,scale,rbf,,,,,,,,, -0.005400562286376953,0.0012563630356918244,0.0048733711242675785,0.00024553912611539343,"{'gamma': 'scale', 'kernel': 'sigmoid'}",0.46153846153846156,0.3333333333333333,0.35714285714285715,0.4444444444444444,0.5555555555555556,0.4304029304029305,0.07952271374593349,8,0.4,0.13333333333333333,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.29333333333333333,0.09043106644167025,1,0.42857142857142855,0.19047619047619044,0.3448275862068965,0.33333333333333337,0.4166666666666667,0.3427750410509031,0.08498151695555028,2,SVC,scale,sigmoid,,,,,,,,, -0.019229602813720704,0.005861498423416037,0.007936477661132812,0.0066327396728306,"{'gamma': 'auto', 'kernel': 'linear'}",0.8,1.0,0.4,0.5,1.0,0.74,0.24979991993593592,1,0.26666666666666666,0.13333333333333333,0.13333333333333333,0.26666666666666666,0.2,0.2,0.05962847939999439,4,0.4,0.23529411764705882,0.2,0.3478260869565218,0.33333333333333337,0.3032907075873828,0.07420397985772498,3,SVC,auto,linear,,,,,,,,, -0.005796384811401367,0.00030447631636664466,0.016765785217285157,0.00958951385851765,"{'gamma': 'auto', 'kernel': 'poly'}",0.8333333333333334,1.0,0.3333333333333333,0.5714285714285714,0.3333333333333333,0.6142857142857143,0.26700658607383215,6,0.3333333333333333,0.13333333333333333,0.2,0.26666666666666666,0.06666666666666667,0.2,0.09428090415820632,4,0.47619047619047616,0.23529411764705882,0.25,0.36363636363636365,0.1111111111111111,0.28724641371700194,0.12381055239231312,6,SVC,auto,poly,,,,,,,,, -0.006624698638916016,0.0007450134187676269,0.011582231521606446,0.004984639010092386,"{'gamma': 'auto', 'kernel': 'rbf'}",0.6666666666666666,1.0,0.5,0.5,0.6666666666666666,0.6666666666666666,0.18257418583505536,3,0.13333333333333333,0.06666666666666667,0.13333333333333333,0.13333333333333333,0.13333333333333333,0.12,0.02666666666666667,7,0.2222222222222222,0.125,0.2105263157894737,0.2105263157894737,0.2222222222222222,0.19809941520467836,0.036922079725730673,7,SVC,auto,rbf,,,,,,,,, -0.008353567123413086,0.004554463655981374,0.00498504638671875,0.0005299192922945711,"{'gamma': 'auto', 'kernel': 'sigmoid'}",0.4166666666666667,0.375,0.4166666666666667,0.4444444444444444,0.5,0.4305555555555555,0.04120110270608701,7,0.3333333333333333,0.2,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.29333333333333333,0.05333333333333333,1,0.3703703703703704,0.26086956521739135,0.3703703703703704,0.33333333333333337,0.4,0.3469887278582931,0.04797202801802246,1,SVC,auto,sigmoid,,,,,,,,, -0.005120754241943359,0.005770259996343384,0.0036841869354248048,0.00014598497120426267,"{'criterion': 'gini', 'splitter': 'best'}",0.4,0.42857142857142855,0.3125,0.35294117647058826,0.1875,0.33630252100840335,0.08432854232483813,4,0.5333333333333333,0.2,0.3333333333333333,0.4,0.2,0.33333333333333337,0.12649110640673517,4,0.4571428571428572,0.27272727272727276,0.3225806451612903,0.37500000000000006,0.19354838709677422,0.3241998324256389,0.08941627500893369,4,DecisionTreeClassifier,,,gini,best,,,,,,, -0.0035327911376953126,0.004593606947514513,0.005559492111206055,0.001955302652420679,"{'criterion': 'gini', 'splitter': 'random'}",0.6153846153846154,0.42857142857142855,0.4,0.3125,0.36363636363636365,0.4240184815184816,0.10324823083453734,2,0.5333333333333333,0.2,0.5333333333333333,0.3333333333333333,0.26666666666666666,0.3733333333333333,0.13727506854649335,2,0.5714285714285715,0.27272727272727276,0.4571428571428572,0.3225806451612903,0.30769230769230765,0.38631433083045985,0.11174022301002533,2,DecisionTreeClassifier,,,gini,random,,,,,,, -0.0026337146759033204,0.0003382257290134322,0.005692195892333984,0.003348096496601602,"{'criterion': 'entropy', 'splitter': 'best'}",0.47058823529411764,0.4444444444444444,0.3,0.375,0.5555555555555556,0.4291176470588235,0.08665027595674406,1,0.5333333333333333,0.26666666666666666,0.4,0.4,0.6666666666666666,0.4533333333333333,0.13597385369580758,1,0.5,0.33333333333333337,0.34285714285714286,0.38709677419354843,0.606060606060606,0.43386957128892617,0.10450021806359228,1,DecisionTreeClassifier,,,entropy,best,,,,,,, -0.0011495590209960938,2.6440437684317704e-05,0.005193233489990234,0.0022665370283469636,"{'criterion': 'entropy', 'splitter': 'random'}",0.6153846153846154,0.14285714285714285,0.4117647058823529,0.38461538461538464,0.3333333333333333,0.37759103641456576,0.151539903931987,3,0.5333333333333333,0.06666666666666667,0.4666666666666667,0.3333333333333333,0.4,0.36,0.16110727964792762,3,0.5714285714285715,0.09090909090909091,0.43749999999999994,0.3571428571428571,0.3636363636363636,0.3641233766233766,0.1568786686605986,3,DecisionTreeClassifier,,,entropy,random,,,,,,, -0.3537476062774658,0.0064113717065749885,0.02873702049255371,0.005227626285030419,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'sqrt'}",0.8888888888888888,1.0,0.5,0.45454545454545453,0.625,0.6936868686868687,0.2151058660730071,1,0.5333333333333333,0.26666666666666666,0.4,0.3333333333333333,0.3333333333333333,0.37333333333333335,0.09043106644167026,1,0.6666666666666667,0.4210526315789474,0.4444444444444445,0.3846153846153846,0.43478260869565216,0.4703123472002191,0.10025668901741368,1,RandomForestClassifier,,,gini,,balanced,sqrt,,,,, -0.329410982131958,0.03393021594690394,0.027655792236328126,0.004480828701506061,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'log2'}",0.875,1.0,0.5454545454545454,0.36363636363636365,0.625,0.6818181818181819,0.22874522981974782,4,0.4666666666666667,0.3333333333333333,0.4,0.26666666666666666,0.3333333333333333,0.36,0.0679869268479038,2,0.608695652173913,0.5,0.4615384615384615,0.30769230769230765,0.43478260869565216,0.4625418060200669,0.09748231625315812,2,RandomForestClassifier,,,gini,,balanced,log2,,,,, -0.34195356369018554,0.002764879637439499,0.023407840728759767,0.0019476391609815353,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.8571428571428571,1.0,0.5454545454545454,0.3333333333333333,0.5714285714285714,0.6614718614718615,0.2375420571051816,5,0.4,0.2,0.4,0.26666666666666666,0.26666666666666666,0.30666666666666664,0.08,8,0.5454545454545455,0.33333333333333337,0.4615384615384615,0.2962962962962963,0.36363636363636365,0.4000518000518,0.09106614110807498,7,RandomForestClassifier,,,entropy,,balanced,sqrt,,,,, -0.35495643615722655,0.009155949047859938,0.03256702423095703,0.00761392878195477,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'log2'}",0.8571428571428571,1.0,0.5454545454545454,0.4,0.625,0.6855194805194805,0.215942005107646,2,0.4,0.26666666666666666,0.4,0.26666666666666666,0.3333333333333333,0.33333333333333337,0.059628479399994404,5,0.5454545454545455,0.4210526315789474,0.4615384615384615,0.32,0.43478260869565216,0.43656564945352133,0.07254214858438353,4,RandomForestClassifier,,,entropy,,balanced,log2,,,,, -0.45255699157714846,0.01124539438662263,0.029238367080688478,0.0048969545741181075,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'sqrt'}",0.7,0.75,0.5454545454545454,0.375,0.6666666666666666,0.6074242424242423,0.1343644701386085,8,0.4666666666666667,0.2,0.4,0.2,0.26666666666666666,0.3066666666666667,0.10832051206181281,7,0.56,0.31578947368421056,0.4615384615384615,0.26086956521739135,0.3809523809523809,0.39582997627848887,0.10593539462889077,8,RandomForestClassifier,,,gini,,balanced_subsample,sqrt,,,,, -0.47646641731262207,0.0069878139150604665,0.027152395248413085,0.004033980162233516,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'log2'}",0.7777777777777778,1.0,0.5,0.4444444444444444,0.5714285714285714,0.6587301587301587,0.20463266500931201,6,0.4666666666666667,0.3333333333333333,0.4,0.26666666666666666,0.26666666666666666,0.3466666666666667,0.07774602526460402,3,0.5833333333333334,0.5,0.4444444444444445,0.33333333333333337,0.36363636363636365,0.444949494949495,0.0908304935206721,3,RandomForestClassifier,,,gini,,balanced_subsample,log2,,,,, -0.46271262168884275,0.00760773896480291,0.0218630313873291,0.00803172402889676,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.8,1.0,0.42857142857142855,0.4,0.625,0.6507142857142857,0.22678318333795822,7,0.5333333333333333,0.2,0.4,0.26666666666666666,0.3333333333333333,0.3466666666666666,0.11469767022723501,4,0.64,0.33333333333333337,0.4137931034482759,0.32,0.43478260869565216,0.4283818090954523,0.1147317641956234,5,RandomForestClassifier,,,entropy,,balanced_subsample,sqrt,,,,, -0.30510263442993163,0.07194313603310584,0.01347651481628418,0.0015060006826599955,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'log2'}",0.8888888888888888,1.0,0.46153846153846156,0.2727272727272727,0.8,0.6846309246309247,0.27346804520956214,3,0.5333333333333333,0.2,0.4,0.2,0.26666666666666666,0.31999999999999995,0.12927146286443544,6,0.6666666666666667,0.33333333333333337,0.42857142857142855,0.23076923076923075,0.4,0.4118681318681319,0.14443453366173126,6,RandomForestClassifier,,,entropy,,balanced_subsample,log2,,,,, -0.012504243850708007,0.0011911611119771622,0.0036842823028564453,6.553224260010454e-05,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.8571428571428571,0.6666666666666666,0.5555555555555556,0.5,0.6,0.6358730158730158,0.12337571537939168,31,0.4,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.2,0.27999999999999997,0.09797958971132713,82,0.5454545454545455,0.2222222222222222,0.4166666666666667,0.4,0.3,0.3768686868686869,0.10987670599984045,73,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,lbfgs -0.45520477294921874,0.057612309477986644,0.012334585189819336,0.004229586293563353,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.625,1.0,0.5833333333333334,0.5,0.5,0.6416666666666667,0.1855921454276674,30,0.3333333333333333,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.13333333333333333,0.30666666666666664,0.10832051206181281,69,0.43478260869565216,0.4210526315789474,0.5185185185185186,0.4,0.2105263157894737,0.39697601491651835,0.10154234286767548,58,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,sgd -0.456741189956665,0.09165647152778512,0.008199405670166016,0.005263474429649654,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.8571428571428571,1.0,0.6,0.5,0.625,0.7164285714285714,0.18383111148829082,6,0.4,0.13333333333333333,0.4,0.3333333333333333,0.3333333333333333,0.31999999999999995,0.09797958971132713,66,0.5454545454545455,0.23529411764705882,0.48,0.4,0.43478260869565216,0.4191062543594513,0.10399003564234792,42,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,adam -0.018247652053833007,0.004507548326055382,0.007256364822387696,0.00504974984923102,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.8571428571428571,0.6666666666666666,0.5555555555555556,0.5,0.6,0.6358730158730158,0.12337571537939168,31,0.4,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.2,0.27999999999999997,0.09797958971132713,82,0.5454545454545455,0.2222222222222222,0.4166666666666667,0.4,0.3,0.3768686868686869,0.10987670599984045,73,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,lbfgs -0.7550104141235352,0.9779500446977543,0.012277173995971679,0.0039025670232804453,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.014492753623188406,0.14084507042253522,0.16923076923076924,0.07547169811320754,0.027522935779816515,0.08551264543390338,0.06095548144155351,101,0.06666666666666667,0.6666666666666666,0.7333333333333333,0.5333333333333333,0.2,0.44000000000000006,0.2619584360585133,25,0.02380952380952381,0.23255813953488372,0.275,0.1322314049586777,0.04838709677419355,0.14239723301545576,0.09870843674909831,98,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,sgd -0.5297719001770019,0.09099954252764725,0.0035413265228271484,0.00014788907475799283,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.8571428571428571,0.6666666666666666,0.6,0.45454545454545453,0.6666666666666666,0.649004329004329,0.12973915473444902,29,0.4,0.13333333333333333,0.4,0.3333333333333333,0.26666666666666666,0.30666666666666664,0.09977753031397178,69,0.5454545454545455,0.2222222222222222,0.48,0.3846153846153846,0.3809523809523809,0.4026489066489066,0.10929444424556634,55,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,adam -0.024379873275756837,0.004519196565574455,0.006617355346679688,0.0042996689985994605,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.8571428571428571,0.6666666666666666,0.5555555555555556,0.5,0.6,0.6358730158730158,0.12337571537939168,31,0.4,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.2,0.27999999999999997,0.09797958971132713,82,0.5454545454545455,0.2222222222222222,0.4166666666666667,0.4,0.3,0.3768686868686869,0.10987670599984045,73,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,lbfgs -0.5984786510467529,0.07492711006375495,0.0057413578033447266,0.003998808447628634,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.75,0.5,0.8333333333333334,0.5714285714285714,0.6642857142857143,0.11961768273409974,18,0.26666666666666666,0.2,0.4,0.3333333333333333,0.26666666666666666,0.29333333333333333,0.06798692684790379,76,0.3809523809523809,0.31578947368421056,0.4444444444444445,0.47619047619047616,0.36363636363636365,0.39620262778157517,0.05741904859649412,59,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,sgd -0.5401487350463867,0.1300011608755528,0.007943201065063476,0.005462208721082738,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.8571428571428571,1.0,0.5555555555555556,0.45454545454545453,0.6666666666666666,0.7067821067821068,0.19833665078107665,8,0.4,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.4,0.32,0.09797958971132713,63,0.5454545454545455,0.23529411764705882,0.4166666666666667,0.3846153846153846,0.5,0.41640614287673117,0.10719487769749177,43,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,adam -0.029940414428710937,0.008288961861802677,0.008125782012939453,0.005658221604012596,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.8571428571428571,0.6666666666666666,0.5555555555555556,0.5,0.6,0.6358730158730158,0.12337571537939168,31,0.4,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.2,0.27999999999999997,0.09797958971132713,82,0.5454545454545455,0.2222222222222222,0.4166666666666667,0.4,0.3,0.3768686868686869,0.10987670599984045,73,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,lbfgs -0.5372159004211425,0.0690385956671741,0.009185886383056641,0.006727241357084099,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.8333333333333334,1.0,0.5,0.5555555555555556,0.75,0.7277777777777779,0.18291197370171478,2,0.3333333333333333,0.2,0.3333333333333333,0.3333333333333333,0.4,0.32,0.06531972647421809,63,0.47619047619047616,0.33333333333333337,0.4,0.4166666666666667,0.5217391304347827,0.4295859213250518,0.06476263283732372,37,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,sgd -0.39674954414367675,0.031748508611511544,0.006172990798950196,0.004550221205818793,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.8571428571428571,0.6666666666666666,0.6,0.5,0.6666666666666666,0.6580952380952381,0.11673564530319665,22,0.4,0.13333333333333333,0.4,0.3333333333333333,0.26666666666666666,0.30666666666666664,0.09977753031397178,69,0.5454545454545455,0.2222222222222222,0.48,0.4,0.3809523809523809,0.4057258297258297,0.1089594871740232,52,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,adam -0.038029813766479494,0.0058121152785898245,0.007857513427734376,0.005198632300397248,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.8571428571428571,0.6666666666666666,0.5555555555555556,0.5,0.6,0.6358730158730158,0.12337571537939168,31,0.4,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.2,0.27999999999999997,0.09797958971132713,82,0.5454545454545455,0.2222222222222222,0.4166666666666667,0.4,0.3,0.3768686868686869,0.10987670599984045,73,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,lbfgs -0.5816802501678466,0.2058685248762037,0.004208803176879883,0.0003204363087765901,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.22916666666666666,0.10569105691056911,0.13592233009708737,0.08,0.1511627906976744,0.1403885688743995,0.05073121007723883,99,0.7333333333333333,0.8666666666666667,0.9333333333333333,0.26666666666666666,0.8666666666666667,0.7333333333333333,0.24221202832779934,1,0.3492063492063492,0.18840579710144928,0.23728813559322035,0.12307692307692307,0.25742574257425743,0.2310805895104399,0.07506294117911226,91,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,sgd -0.37304186820983887,0.054375782718951424,0.011303997039794922,0.006337884930684579,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.8571428571428571,0.6666666666666666,0.6,0.5,0.6666666666666666,0.6580952380952381,0.11673564530319665,22,0.4,0.13333333333333333,0.4,0.3333333333333333,0.26666666666666666,0.30666666666666664,0.09977753031397178,69,0.5454545454545455,0.2222222222222222,0.48,0.4,0.3809523809523809,0.4057258297258297,0.1089594871740232,52,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,adam -0.038515996932983396,0.00606137815521219,0.008537054061889648,0.0056874672438502446,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.8571428571428571,0.6666666666666666,0.5555555555555556,0.5,0.6,0.6358730158730158,0.12337571537939168,31,0.4,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.2,0.27999999999999997,0.09797958971132713,82,0.5454545454545455,0.2222222222222222,0.4166666666666667,0.4,0.3,0.3768686868686869,0.10987670599984045,73,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,lbfgs -0.6982684135437012,0.07090775106178354,0.011288785934448242,0.00583999568361464,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.7142857142857143,1.0,0.5,0.625,0.5714285714285714,0.6821428571428572,0.173646368302046,14,0.3333333333333333,0.2,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.29333333333333333,0.05333333333333333,76,0.4545454545454545,0.33333333333333337,0.4,0.43478260869565216,0.36363636363636365,0.39725955204216074,0.04452919199407999,57,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,sgd -0.398175573348999,0.04798728740021467,0.00612173080444336,0.004413543533215715,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.8571428571428571,0.6666666666666666,0.6,0.5,0.7142857142857143,0.6676190476190477,0.11896759214954049,17,0.4,0.13333333333333333,0.4,0.3333333333333333,0.3333333333333333,0.31999999999999995,0.09797958971132713,66,0.5454545454545455,0.2222222222222222,0.48,0.4,0.4545454545454545,0.42044444444444445,0.10958767552362242,41,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,adam -0.08438177108764648,0.005056099278087302,0.005936670303344727,0.004216112701981358,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.8571428571428571,0.6666666666666666,0.5555555555555556,0.5,0.6,0.6358730158730158,0.12337571537939168,31,0.4,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.2,0.27999999999999997,0.09797958971132713,82,0.5454545454545455,0.2222222222222222,0.4166666666666667,0.4,0.3,0.3768686868686869,0.10987670599984045,73,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,lbfgs -0.5538252830505371,0.059638519492182344,0.010804843902587891,0.005500249278148641,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.8333333333333334,0.6666666666666666,0.5,0.5555555555555556,0.7142857142857143,0.653968253968254,0.11778162831167713,25,0.3333333333333333,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.29333333333333333,0.07999999999999999,76,0.47619047619047616,0.2222222222222222,0.4,0.4166666666666667,0.4545454545454545,0.3939249639249639,0.08997597568964677,60,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,sgd -0.3093574047088623,0.05969476053699843,0.006068515777587891,0.003898081777237206,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.8571428571428571,1.0,0.6,0.5,0.6666666666666666,0.7247619047619047,0.1804102153565276,3,0.4,0.13333333333333333,0.4,0.3333333333333333,0.26666666666666666,0.30666666666666664,0.09977753031397178,69,0.5454545454545455,0.23529411764705882,0.48,0.4,0.3809523809523809,0.408340208810797,0.10459452074692449,49,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,adam -0.08359622955322266,0.006905504391322303,0.014077138900756837,0.005444870218562566,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.8571428571428571,0.6666666666666666,0.5555555555555556,0.5,0.6,0.6358730158730158,0.12337571537939168,31,0.4,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.2,0.27999999999999997,0.09797958971132713,82,0.5454545454545455,0.2222222222222222,0.4166666666666667,0.4,0.3,0.3768686868686869,0.10987670599984045,73,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,lbfgs -1.4185633659362793,1.0143963684388237,0.010853910446166992,0.005870018856714338,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.25925925925925924,0.4444444444444444,0.29411764705882354,0.42857142857142855,0.1368421052631579,0.3126469769194228,0.1139385696741427,93,0.4666666666666667,0.26666666666666666,0.6666666666666666,0.2,0.8666666666666667,0.49333333333333335,0.248014336503177,11,0.33333333333333337,0.33333333333333337,0.40816326530612246,0.27272727272727276,0.2363636363636364,0.31678416821273964,0.05883257788111824,88,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,sgd -0.2587580680847168,0.047031201649611436,0.006940650939941406,0.005742476213082737,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.8571428571428571,0.6666666666666666,0.5555555555555556,0.5,0.6666666666666666,0.6492063492063491,0.12237673185648495,28,0.4,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.29333333333333333,0.09043106644167025,76,0.5454545454545455,0.2222222222222222,0.4166666666666667,0.4,0.3809523809523809,0.3930591630591631,0.10311321597831964,62,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,adam -0.08269648551940918,0.005128258700513794,0.011355209350585937,0.006219797299641857,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.8571428571428571,0.6666666666666666,0.5555555555555556,0.5,0.6,0.6358730158730158,0.12337571537939168,31,0.4,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.2,0.27999999999999997,0.09797958971132713,82,0.5454545454545455,0.2222222222222222,0.4166666666666667,0.4,0.3,0.3768686868686869,0.10987670599984045,73,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,lbfgs -0.7843608379364013,0.07451585939655042,0.01056809425354004,0.005671192358509328,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.8333333333333334,0.75,0.5555555555555556,0.5555555555555556,0.6,0.658888888888889,0.11274356350191843,21,0.3333333333333333,0.2,0.3333333333333333,0.3333333333333333,0.2,0.27999999999999997,0.06531972647421806,82,0.47619047619047616,0.31578947368421056,0.4166666666666667,0.4166666666666667,0.3,0.38506265664160405,0.06683761789147824,68,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,sgd -0.26492724418640134,0.06327360470549259,0.0075018882751464845,0.004707952770394364,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.8571428571428571,1.0,0.6,0.45454545454545453,0.6666666666666666,0.7156709956709957,0.1922628523765458,7,0.4,0.13333333333333333,0.4,0.3333333333333333,0.26666666666666666,0.30666666666666664,0.09977753031397178,69,0.5454545454545455,0.23529411764705882,0.48,0.3846153846153846,0.3809523809523809,0.40526328573387393,0.10502003596779341,54,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,adam -0.21404266357421875,0.09945114252067738,0.01324477195739746,0.004988207497981449,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.36363636363636365,0.46153846153846156,0.2857142857142857,0.5714285714285714,0.35294117647058826,0.4070517717576541,0.09952303385378311,86,0.26666666666666666,0.4,0.26666666666666666,0.5333333333333333,0.4,0.37333333333333335,0.09977753031397177,49,0.30769230769230765,0.42857142857142855,0.2758620689655172,0.5517241379310344,0.37500000000000006,0.3877699886320576,0.09761619809429313,67,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,lbfgs -1.0202335357666015,0.12798430653468146,0.006993389129638672,0.006383143626209078,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,sgd -0.8231711864471436,0.1187693999536246,0.006245326995849609,0.004218503746661637,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.0,1.0,0.5,0.625,0.0,0.425,0.3840572873934304,80,0.0,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.0,0.16,0.14966629547095764,99,0.0,0.23529411764705882,0.4,0.43478260869565216,0.0,0.21401534526854218,0.1872892941795862,93,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,adam -0.22884831428527833,0.05727971628832027,0.011597537994384765,0.006006489245780027,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5714285714285714,0.5,0.5833333333333334,0.4117647058823529,0.4,0.4933053221288515,0.07695174959649252,65,0.5333333333333333,0.4,0.4666666666666667,0.4666666666666667,0.8,0.5333333333333334,0.13984117975602023,5,0.5517241379310344,0.4444444444444445,0.5185185185185186,0.43749999999999994,0.5333333333333333,0.49710408684546614,0.04707477301492575,9,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,lbfgs -0.09825859069824219,0.03250364053944314,0.010630273818969726,0.005100175337894041,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,1.0,0.0,0.10256410256410256,0.0,0.22051282051282053,0.39176265138019034,97,0.0,0.06666666666666667,0.0,0.26666666666666666,0.0,0.06666666666666667,0.10327955589886445,104,0.0,0.125,0.0,0.14814814814814814,0.0,0.054629629629629625,0.06730659942735648,102,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,sgd -0.8292309761047363,0.04476977923158687,0.006186723709106445,0.0042241200663620925,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.0,1.0,0.5,0.8333333333333334,0.6,0.5866666666666667,0.3416300793418389,49,0.0,0.2,0.3333333333333333,0.3333333333333333,0.2,0.21333333333333332,0.12220201853215573,96,0.0,0.33333333333333337,0.4,0.47619047619047616,0.3,0.30190476190476195,0.16256448223506184,89,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,adam -0.12551240921020507,0.01833715953736761,0.009083223342895509,0.004333932267614287,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.25,0.38461538461538464,0.45454545454545453,0.4166666666666667,0.40116550116550115,0.08483263383279649,88,0.3333333333333333,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.6666666666666666,0.36,0.17178798302300166,56,0.4,0.1739130434782609,0.3571428571428571,0.3846153846153846,0.5128205128205129,0.36569835961140307,0.10957571668943193,83,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,lbfgs -1.162598180770874,0.17586404206180664,0.003860807418823242,0.00038473131470956524,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,sgd -0.8283357620239258,0.18728786346923207,0.0057579994201660155,0.00436251930211344,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.8,0.0,0.5,0.625,0.0,0.385,0.32848135411313684,91,0.26666666666666666,0.0,0.3333333333333333,0.3333333333333333,0.0,0.18666666666666668,0.15434449203720302,98,0.4,0.0,0.4,0.43478260869565216,0.0,0.24695652173913044,0.20203875800288845,90,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,adam -0.14379749298095704,0.022838384964213008,0.011286783218383788,0.006272594740570154,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.47058823529411764,0.2727272727272727,0.35714285714285715,0.5,0.45,0.41009167303284955,0.08367624685685128,85,0.5333333333333333,0.2,0.3333333333333333,0.4666666666666667,0.6,0.42666666666666664,0.1436043948569201,32,0.5,0.23076923076923075,0.3448275862068965,0.4827586206896552,0.5142857142857143,0.41452823039029935,0.11003446268790282,45,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,lbfgs -1.5913755416870117,0.12651639232002826,0.008339786529541015,0.005355822047855835,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,1.0,0.4,1.0,0.0,0.48,0.44899888641287294,68,0.0,0.06666666666666667,0.13333333333333333,0.13333333333333333,0.0,0.06666666666666668,0.05962847939999439,103,0.0,0.125,0.2,0.23529411764705882,0.0,0.11205882352941177,0.09818596859564885,101,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,sgd -0.6853922367095947,0.007218667333594763,0.008807945251464843,0.005582578452351971,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.8,0.5454545454545454,0.5454545454545454,0.6666666666666666,0.6615151515151515,0.10389830445000027,19,0.4,0.26666666666666666,0.4,0.4,0.4,0.37333333333333335,0.053333333333333344,49,0.5217391304347827,0.4,0.4615384615384615,0.4615384615384615,0.5,0.4689632107023412,0.04150845269142406,22,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,adam -0.1460507869720459,0.00947749301511308,0.00827040672302246,0.005548535557230222,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5384615384615384,0.5555555555555556,0.3076923076923077,0.36363636363636365,0.36,0.42506915306915305,0.10165612665065384,79,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.6,0.3866666666666666,0.12927146286443544,47,0.5,0.4166666666666667,0.28571428571428575,0.30769230769230765,0.45,0.392014652014652,0.08251167603983062,65,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,lbfgs -1.4416379928588867,0.789466674933619,0.006439065933227539,0.004346258474314697,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.1590909090909091,0.0,0.031818181818181815,0.06363636363636363,103,0.0,0.0,0.0,0.4666666666666667,0.0,0.09333333333333334,0.18666666666666668,101,0.0,0.0,0.0,0.23728813559322037,0.0,0.047457627118644076,0.09491525423728815,103,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,sgd -0.7234796047210693,0.030917332835823933,0.008714389801025391,0.005885549850800624,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.8,0.5454545454545454,0.5454545454545454,0.6666666666666666,0.6615151515151515,0.10389830445000027,19,0.4,0.26666666666666666,0.4,0.4,0.4,0.37333333333333335,0.053333333333333344,49,0.5217391304347827,0.4,0.4615384615384615,0.4615384615384615,0.5,0.4689632107023412,0.04150845269142406,22,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,adam -0.14764938354492188,0.007117734046091793,0.008426189422607422,0.0050360799257755905,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.5,0.5,0.2857142857142857,0.3,0.4171428571428571,0.10157936476932101,82,0.6,0.26666666666666666,0.3333333333333333,0.26666666666666666,0.4,0.37333333333333335,0.12364824660660936,49,0.5454545454545454,0.3478260869565218,0.4,0.2758620689655172,0.34285714285714286,0.38239996884674543,0.09056033188615221,70,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,lbfgs -1.8870564937591552,0.187139202356667,0.010819721221923827,0.0057363832945323615,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",1.0,1.0,0.4,1.0,1.0,0.8800000000000001,0.24,1,0.06666666666666667,0.06666666666666667,0.13333333333333333,0.06666666666666667,0.06666666666666667,0.07999999999999999,0.02666666666666667,102,0.125,0.125,0.2,0.125,0.125,0.13999999999999999,0.030000000000000006,99,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,sgd -0.7546615123748779,0.06623218599347805,0.0082427978515625,0.0054552362688088,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.8571428571428571,0.8,0.5454545454545454,0.6,0.6666666666666666,0.6938528138528138,0.11789855528813904,12,0.4,0.26666666666666666,0.4,0.4,0.4,0.37333333333333335,0.053333333333333344,49,0.5454545454545455,0.4,0.4615384615384615,0.48,0.5,0.4773986013986014,0.04773110002841174,18,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,adam -0.8146328449249267,0.27930323998902185,0.008797216415405273,0.005733417257433287,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.3,0.3125,0.6,0.3125,0.40499999999999997,0.1226274846843072,87,0.6,0.2,0.3333333333333333,0.4,0.3333333333333333,0.3733333333333333,0.13063945294843618,55,0.5454545454545454,0.24,0.3225806451612903,0.48,0.3225806451612903,0.38212316715542516,0.11273564834417564,71,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,lbfgs -0.5596651077270508,0.019255815563330888,0.011344671249389648,0.005999310925355351,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,sgd -6.698067092895508,5.211823576712296,0.004634475708007813,0.0006453162821165013,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5384615384615384,0.7142857142857143,0.5,0.46153846153846156,0.6153846153846154,0.5659340659340659,0.08994893155903792,50,0.4666666666666667,0.3333333333333333,0.4,0.4,0.5333333333333333,0.42666666666666664,0.06798692684790379,32,0.5,0.4545454545454545,0.4444444444444445,0.42857142857142855,0.5714285714285715,0.47979797979797983,0.05160621859234539,17,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,adam -0.845480489730835,0.0989361216573436,0.010591983795166016,0.005291548019067304,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.5714285714285714,0.3333333333333333,0.25,0.4,0.4109523809523809,0.1146581233963428,84,0.4666666666666667,0.26666666666666666,0.2,0.2,0.5333333333333333,0.3333333333333333,0.1398411797560202,62,0.4827586206896552,0.36363636363636365,0.25,0.22222222222222224,0.4571428571428572,0.3551520127382196,0.10534214535021665,84,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,lbfgs -0.846270227432251,0.5064723699537316,0.01103663444519043,0.005719338573297598,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.1,0.0,0.0,0.0,0.02,0.04,104,0.0,1.0,0.0,0.0,0.0,0.2,0.4000000000000001,97,0.0,0.18181818181818182,0.0,0.0,0.0,0.03636363636363636,0.07272727272727272,104,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,sgd -3.008358860015869,0.9778257033789985,0.009038162231445313,0.005992130790239094,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6363636363636364,0.75,0.4666666666666667,0.5384615384615384,0.7,0.6182983682983683,0.10364644003917511,45,0.4666666666666667,0.4,0.4666666666666667,0.4666666666666667,0.4666666666666667,0.4533333333333334,0.026666666666666665,18,0.5384615384615385,0.5217391304347827,0.4666666666666667,0.5,0.56,0.5173734671125976,0.032105463854108916,4,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,adam -1.0862707138061523,0.23345494615741785,0.0065845012664794925,0.004135962985917437,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35714285714285715,0.36363636363636365,0.4117647058823529,0.5,0.47058823529411764,0.4206264323911383,0.056838204482494555,81,0.3333333333333333,0.26666666666666666,0.4666666666666667,0.4,0.5333333333333333,0.4,0.09428090415820634,41,0.3448275862068965,0.30769230769230765,0.43749999999999994,0.4444444444444445,0.5,0.4068928676687297,0.07029751890559331,51,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,lbfgs -0.8797140121459961,0.024431912130868913,0.006629037857055664,0.004885554012953114,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,sgd -2.6150797843933105,0.40707992271891347,0.006252574920654297,0.004402768638100816,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.8181818181818182,0.7142857142857143,0.4166666666666667,0.5333333333333333,0.6923076923076923,0.634955044955045,0.14221921111481456,40,0.6,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.6,0.48,0.12220201853215575,13,0.6923076923076923,0.4545454545454545,0.3703703703703704,0.5333333333333333,0.6428571428571429,0.5386827986827987,0.11822832563125635,1,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,adam -0.13478727340698243,0.04572405239095156,0.008083868026733398,0.004960729856883145,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6111111111111112,0.3333333333333333,0.36363636363636365,0.5714285714285714,0.4782608695652174,0.4715540498149194,0.10977000347195412,69,0.7333333333333333,0.3333333333333333,0.26666666666666666,0.5333333333333333,0.7333333333333333,0.52,0.1950498511777039,7,0.6666666666666666,0.3333333333333333,0.30769230769230765,0.5517241379310344,0.5789473684210527,0.48767276280887895,0.14190565430436725,11,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,lbfgs -0.66279296875,0.06337012608579526,0.006997013092041015,0.004228825891217877,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.75,0.5,0.45454545454545453,0.6666666666666666,0.6075757575757575,0.1115875917546786,48,0.26666666666666666,0.2,0.4,0.3333333333333333,0.26666666666666666,0.29333333333333333,0.06798692684790379,76,0.3809523809523809,0.31578947368421056,0.4444444444444445,0.3846153846153846,0.3809523809523809,0.3813508129297603,0.04071871919830628,72,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,sgd -0.9293863773345947,0.17724095286347682,0.010083246231079101,0.005171826329126163,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.8,0.7142857142857143,0.5,0.5333333333333333,0.7272727272727273,0.654978354978355,0.11712465023303023,24,0.5333333333333333,0.3333333333333333,0.4,0.5333333333333333,0.5333333333333333,0.4666666666666666,0.08432740427115679,17,0.64,0.4545454545454545,0.4444444444444445,0.5333333333333333,0.6153846153846153,0.5375415695415695,0.08016284527873244,2,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,adam -0.13960509300231932,0.045984907778877315,0.005957508087158203,0.004347950727686944,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5625,0.2727272727272727,0.4375,0.38461538461538464,0.30303030303030304,0.39207459207459205,0.10328271411465215,90,0.6,0.2,0.4666666666666667,0.3333333333333333,0.6666666666666666,0.4533333333333333,0.17074997966487596,20,0.5806451612903225,0.23076923076923075,0.45161290322580644,0.3571428571428571,0.41666666666666663,0.40736736381897665,0.11469851050025931,50,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,lbfgs -0.09573101997375488,0.016476910312848266,0.0062847137451171875,0.004571680495447929,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.09090909090909091,0.047619047619047616,0.18032786885245902,0.18867924528301888,0.15942028985507245,0.13339110850373775,0.05495256876561338,100,0.2,0.06666666666666667,0.7333333333333333,0.6666666666666666,0.7333333333333333,0.48,0.28720878971384023,13,0.12500000000000003,0.05555555555555555,0.2894736842105263,0.29411764705882354,0.2619047619047619,0.20521032974593348,0.09700446489841272,94,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,sgd -0.9286027908325195,0.13505960329274283,0.006253576278686524,0.004714947134990919,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.8,0.6666666666666666,0.5384615384615384,0.42857142857142855,0.6153846153846154,0.6098168498168498,0.12439776162287296,47,0.5333333333333333,0.26666666666666666,0.4666666666666667,0.4,0.5333333333333333,0.43999999999999995,0.09977753031397177,30,0.64,0.3809523809523809,0.5,0.4137931034482759,0.5714285714285715,0.5012348111658457,0.09622721199041025,6,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,adam -0.17600560188293457,0.09064731233484714,0.00858926773071289,0.005662581889765151,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5333333333333333,0.4444444444444444,0.5333333333333333,0.4,0.4375,0.4697222222222222,0.05409468151215269,70,0.5333333333333333,0.26666666666666666,0.5333333333333333,0.4,0.4666666666666667,0.44000000000000006,0.09977753031397177,25,0.5333333333333333,0.33333333333333337,0.5333333333333333,0.4000000000000001,0.45161290322580644,0.4503225806451613,0.07746235365059938,29,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,lbfgs -0.8279692649841308,0.1001533702902506,0.011545372009277344,0.006166587876749271,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.7272727272727273,0.6666666666666666,0.5,0.5454545454545454,0.6666666666666666,0.6212121212121212,0.08463175784102389,44,0.5333333333333333,0.13333333333333333,0.3333333333333333,0.4,0.4,0.36,0.13063945294843618,56,0.6153846153846153,0.2222222222222222,0.4,0.4615384615384615,0.5,0.43982905982905984,0.12949956218471953,35,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,sgd -0.9128363132476807,0.20241408036830702,0.012017488479614258,0.007179371009376714,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.8,0.8,0.4,0.5,0.6666666666666666,0.6333333333333333,0.1605545943838973,41,0.5333333333333333,0.26666666666666666,0.26666666666666666,0.4666666666666667,0.5333333333333333,0.4133333333333333,0.12220201853215575,37,0.64,0.4,0.32,0.4827586206896552,0.5925925925925926,0.48707024265644955,0.11835096977948725,12,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,adam -0.10306696891784668,0.007485656046749243,0.0070435523986816405,0.005569216467815945,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,0.36363636363636365,0.3333333333333333,0.5,0.39285714285714285,0.43796536796536795,0.09860114916010415,76,0.8,0.26666666666666666,0.4,0.3333333333333333,0.7333333333333333,0.5066666666666666,0.21746008573733455,9,0.6857142857142857,0.30769230769230765,0.3636363636363636,0.4,0.5116279069767441,0.45373417280394024,0.1337906275875653,27,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,lbfgs -0.8826501846313477,0.03770471362382503,0.012629938125610352,0.004467335892434415,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.8571428571428571,0.8,0.5,0.5,0.7272727272727273,0.6768831168831169,0.1501770473665765,15,0.4,0.26666666666666666,0.3333333333333333,0.4,0.5333333333333333,0.3866666666666666,0.08844332774281066,47,0.5454545454545455,0.4,0.4,0.4444444444444445,0.6153846153846153,0.48105672105672104,0.0856410016725715,16,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,sgd -4.778412532806397,0.2860804054470539,0.010761833190917969,0.005636932174147658,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.5,0.5333333333333333,0.6153846153846154,0.375,0.538076923076923,0.10057657580303171,56,0.6666666666666666,0.2,0.5333333333333333,0.5333333333333333,0.6,0.5066666666666666,0.16110727964792762,9,0.6666666666666666,0.28571428571428575,0.5333333333333333,0.5714285714285715,0.4615384615384615,0.5037362637362638,0.1275294386872678,5,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,adam -0.10488457679748535,0.015951175762240515,0.008333587646484375,0.005247543167907853,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5555555555555556,0.4666666666666667,0.4117647058823529,0.4,0.4166666666666667,0.4501307189542483,0.05743294607900389,74,0.6666666666666666,0.4666666666666667,0.4666666666666667,0.4,0.6666666666666666,0.5333333333333333,0.11155467020454338,6,0.606060606060606,0.4666666666666667,0.43749999999999994,0.4000000000000001,0.5128205128205129,0.48460955710955717,0.07105807506007346,14,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,lbfgs -0.28326916694641113,0.0876452583733881,0.008147621154785156,0.00544270592283566,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.038461538461538464,0.1,0.28205128205128205,0.05,0.6,0.2141025641025641,0.21181722114650517,98,0.13333333333333333,0.4666666666666667,0.7333333333333333,0.06666666666666667,0.2,0.31999999999999995,0.24729649321321873,66,0.05970149253731343,0.1647058823529412,0.4074074074074074,0.05714285714285715,0.3,0.19779152788810386,0.1373542537413132,96,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,sgd -4.93094425201416,0.6127977708239052,0.00883655548095703,0.005410842905391354,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5454545454545454,0.6,0.6153846153846154,0.625,0.391304347826087,0.5554287017330496,0.08655375796854853,53,0.4,0.2,0.5333333333333333,0.3333333333333333,0.6,0.4133333333333333,0.14236104336041747,37,0.4615384615384615,0.3,0.5714285714285715,0.43478260869565216,0.47368421052631576,0.4482867704378002,0.08735659002337345,32,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,adam -0.10029683113098145,0.009638420003237377,0.006041383743286133,0.004287305256981056,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4117647058823529,0.36363636363636365,0.3333333333333333,0.46153846153846156,0.4090909090909091,0.3958727546962841,0.044021864808670146,89,0.4666666666666667,0.26666666666666666,0.4666666666666667,0.4,0.6,0.44000000000000006,0.1083205120618128,25,0.43749999999999994,0.30769230769230765,0.3888888888888889,0.42857142857142855,0.4864864864864865,0.40982782232782233,0.05977244392886793,47,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,lbfgs -1.0537006378173828,0.03016859645374745,0.010606813430786132,0.005553037734780773,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.7777777777777778,0.8,0.5454545454545454,0.5,0.625,0.6496464646464647,0.120732172699502,27,0.4666666666666667,0.26666666666666666,0.4,0.3333333333333333,0.3333333333333333,0.36,0.0679869268479038,56,0.5833333333333334,0.4,0.4615384615384615,0.4,0.43478260869565216,0.4559308807134895,0.06777404538667259,26,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,sgd -4.9575676918029785,0.3997768627109524,0.012360477447509765,0.0035753377617593154,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.6,0.4666666666666667,0.5,0.34782608695652173,0.5028985507246377,0.09404892656544114,61,0.6,0.2,0.4666666666666667,0.26666666666666666,0.5333333333333333,0.4133333333333333,0.154344492037203,37,0.6,0.3,0.4666666666666667,0.3478260869565218,0.4210526315789474,0.4271090770404272,0.1038607381575855,39,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,adam -0.37471299171447753,0.13523232402001104,0.015379762649536133,0.0007399518797930197,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6923076923076923,0.45454545454545453,0.4375,0.5,0.4,0.4968706293706293,0.10286461920457349,63,0.6,0.3333333333333333,0.4666666666666667,0.5333333333333333,0.6666666666666666,0.5199999999999999,0.11469767022723501,8,0.6428571428571429,0.3846153846153846,0.45161290322580644,0.5161290322580646,0.5,0.49904289259127965,0.08522751818000979,7,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,lbfgs -1.105560064315796,0.08365034956258716,0.008462142944335938,0.00527139632928315,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.625,1.0,0.5454545454545454,0.46153846153846156,0.625,0.6513986013986014,0.18449266820990193,26,0.3333333333333333,0.26666666666666666,0.4,0.4,0.3333333333333333,0.3466666666666666,0.0498887651569859,61,0.43478260869565216,0.4210526315789474,0.4615384615384615,0.42857142857142855,0.43478260869565216,0.43614554781602843,0.013665128439042178,36,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,sgd -5.075907039642334,0.5551143933636024,0.010855531692504883,0.004983209364956279,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5384615384615384,0.625,0.5333333333333333,0.5,0.45,0.5293589743589744,0.05728115601990753,58,0.4666666666666667,0.3333333333333333,0.5333333333333333,0.3333333333333333,0.6,0.4533333333333333,0.10666666666666667,20,0.5,0.43478260869565216,0.5333333333333333,0.4,0.5142857142857143,0.4764803312629399,0.050601633935681165,19,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,adam -0.3085315227508545,0.05029560771619634,0.0065230846405029295,0.00426520991811443,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.5,0.4,0.625,0.37037037037037035,0.504074074074074,0.10767622809154279,60,0.6666666666666666,0.2,0.4,0.3333333333333333,0.6666666666666666,0.4533333333333333,0.18571184369578825,20,0.6451612903225806,0.28571428571428575,0.4000000000000001,0.43478260869565216,0.47619047619047616,0.4483697321845989,0.11703157380312872,31,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,lbfgs -1.5091768741607665,0.7955970917409404,0.008594369888305664,0.005512290736126619,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.4090909090909091,0.04878048780487805,0.24,0.17857142857142858,0.2752885650934432,0.16143338727618567,96,0.5333333333333333,0.6,0.13333333333333333,0.8,0.3333333333333333,0.48,0.2286190426597633,13,0.5161290322580646,0.4864864864864865,0.07142857142857142,0.36923076923076925,0.23255813953488372,0.3351665997877551,0.16546402716855727,85,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,sgd -6.660059690475464,0.6093340249941077,0.024286174774169923,0.039827974857692926,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6428571428571429,0.5714285714285714,0.4444444444444444,0.4,0.38095238095238093,0.487936507936508,0.10202090004680064,67,0.6,0.26666666666666666,0.5333333333333333,0.26666666666666666,0.5333333333333333,0.43999999999999995,0.1436043948569201,30,0.6206896551724138,0.36363636363636365,0.4848484848484848,0.32,0.4444444444444444,0.44672378962034137,0.10458035130017013,34,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,adam -0.3619076251983643,0.07063580478589765,0.008837556838989258,0.00564515795877335,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.375,0.46153846153846156,0.4375,0.3333333333333333,0.45480769230769236,0.11519928135505263,73,0.5333333333333333,0.2,0.4,0.4666666666666667,0.3333333333333333,0.38666666666666666,0.11469767022723501,45,0.5925925925925926,0.26086956521739135,0.42857142857142855,0.45161290322580644,0.3333333333333333,0.4133959645881105,0.11267350001003577,46,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,lbfgs -1.547074031829834,0.17298961682441594,0.010732221603393554,0.005408094805807197,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.8571428571428571,0.8,0.5454545454545454,0.5454545454545454,0.6363636363636364,0.6768831168831169,0.12949139580991786,15,0.4,0.26666666666666666,0.4,0.4,0.4666666666666667,0.3866666666666667,0.06531972647421809,44,0.5454545454545455,0.4,0.4615384615384615,0.4615384615384615,0.5384615384615385,0.4813986013986014,0.0543579347939636,15,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,sgd -7.671662998199463,0.13315372218378183,0.012331151962280273,0.004508728083871781,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5454545454545454,0.5714285714285714,0.4375,0.5,0.42105263157894735,0.49508714969241285,0.058628342989873905,64,0.4,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.5333333333333333,0.4,0.09428090415820634,41,0.4615384615384615,0.36363636363636365,0.45161290322580644,0.4,0.47058823529411764,0.4294751927389499,0.04101695284745187,38,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,adam -0.2605130195617676,0.024816079158913307,0.012051010131835937,0.007009491895479359,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.47058823529411764,0.3888888888888889,0.35294117647058826,0.3888888888888889,0.3125,0.38276143790849676,0.05218152029070038,92,0.5333333333333333,0.4666666666666667,0.4,0.4666666666666667,0.3333333333333333,0.44000000000000006,0.06798692684790379,25,0.5,0.42424242424242425,0.37500000000000006,0.42424242424242425,0.3225806451612903,0.40921309872922784,0.058940208396253406,48,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,lbfgs -1.3317298889160156,0.12824007473759433,0.02050356864929199,0.027204395858647406,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.8,0.6666666666666666,0.5555555555555556,1.0,0.6,0.7244444444444444,0.16061609777415692,4,0.26666666666666666,0.13333333333333333,0.3333333333333333,0.2,0.2,0.22666666666666666,0.06798692684790379,94,0.4,0.2222222222222222,0.4166666666666667,0.33333333333333337,0.3,0.33444444444444443,0.07048334012068315,86,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,sgd -1.399838924407959,0.13945753436811378,0.00804133415222168,0.004043789751823307,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.7,1.0,0.5454545454545454,0.5,0.7777777777777778,0.7046464646464645,0.17878799292354972,10,0.4666666666666667,0.13333333333333333,0.4,0.4,0.4666666666666667,0.37333333333333335,0.12364824660660939,49,0.56,0.23529411764705882,0.4615384615384615,0.4444444444444445,0.5833333333333334,0.45692207139265967,0.1232078070782147,25,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,adam -0.5447165012359619,0.21300521425668975,0.011321163177490235,0.007111584300226194,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5333333333333333,0.4,0.4444444444444444,0.47058823529411764,0.21052631578947367,0.4117784657722739,0.10949191852393302,83,0.5333333333333333,0.26666666666666666,0.5333333333333333,0.5333333333333333,0.26666666666666666,0.42666666666666664,0.13063945294843615,32,0.5333333333333333,0.32,0.4848484848484848,0.5,0.23529411764705882,0.41469518716577536,0.11612521535940105,44,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,lbfgs -0.38295941352844237,0.25550460513501577,0.011577892303466796,0.0061218315978711964,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.07246376811594203,0.08823529411764706,0.07092198581560284,0.10344827586206896,0.06701386478225217,0.035534907635118726,102,0.0,0.6666666666666666,0.4,0.6666666666666666,1.0,0.5466666666666666,0.33306655991458123,4,0.0,0.13071895424836602,0.14457831325301207,0.12820512820512822,0.1875,0.11820047914130125,0.06281141968591362,100,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,sgd -1.0846742630004882,0.21778424642407093,0.011998605728149415,0.006426970806014088,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.6666666666666666,0.4444444444444444,0.5454545454545454,0.5,0.5646464646464646,0.08923257707215262,51,0.4,0.13333333333333333,0.26666666666666666,0.4,0.4,0.32,0.10666666666666669,63,0.5,0.2222222222222222,0.33333333333333337,0.4615384615384615,0.4444444444444445,0.3923076923076923,0.10150449804651981,64,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,adam -0.2912003517150879,0.11727589145340311,0.011682987213134766,0.006029544954833192,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.5,0.4117647058823529,0.42857142857142855,0.36,0.4650672268907563,0.09166353119844851,72,0.6666666666666666,0.3333333333333333,0.4666666666666667,0.4,0.6,0.49333333333333335,0.12364824660660936,11,0.6451612903225806,0.4,0.43749999999999994,0.4137931034482759,0.45,0.46929087875417136,0.08965983335110674,21,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,lbfgs -1.0820791721343994,0.144018063968442,0.008368444442749024,0.005337371184645301,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,1.0,1.0,0.625,0.5,0.625,0.37080992435478316,42,0.0,0.13333333333333333,0.13333333333333333,0.3333333333333333,0.13333333333333333,0.14666666666666667,0.10666666666666666,100,0.0,0.23529411764705882,0.23529411764705882,0.43478260869565216,0.2105263157894737,0.22317943195584872,0.13786848502977408,92,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,sgd -0.8999463558197022,0.05920463473624358,0.008480167388916016,0.005320919076217674,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6,1.0,0.4,0.5,0.5714285714285714,0.6142857142857142,0.20483940947354196,46,0.4,0.2,0.26666666666666666,0.4,0.26666666666666666,0.30666666666666664,0.08,69,0.48,0.33333333333333337,0.32,0.4444444444444445,0.36363636363636365,0.38828282828282823,0.06301683357763714,66,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,adam -0.1499988079071045,0.02036193703681664,0.012784814834594727,0.004429547900687635,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6153846153846154,0.5555555555555556,0.2857142857142857,0.2857142857142857,0.46153846153846156,0.4407814407814408,0.13578060618191246,75,0.5333333333333333,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.4,0.36,0.09977753031397177,56,0.5714285714285715,0.4166666666666667,0.2758620689655172,0.2758620689655172,0.42857142857142855,0.3936781609195402,0.11054635498891743,61,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,lbfgs -1.016271448135376,0.06369267324136911,0.008330059051513673,0.005162849935851543,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.8,1.0,0.42857142857142855,0.5714285714285714,0.625,0.6849999999999999,0.1973342755998831,13,0.26666666666666666,0.06666666666666667,0.2,0.26666666666666666,0.3333333333333333,0.22666666666666666,0.09043106644167023,94,0.4,0.125,0.27272727272727276,0.36363636363636365,0.43478260869565216,0.31922924901185773,0.11111788330305541,87,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,sgd -4.098291969299316,0.6265789012738509,0.009428453445434571,0.005591771065238588,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5333333333333333,0.5,0.5,0.5,0.42105263157894735,0.49087719298245613,0.03722276199403745,66,0.5333333333333333,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.5333333333333333,0.42666666666666664,0.10832051206181281,32,0.5333333333333333,0.3478260869565218,0.4827586206896552,0.4,0.47058823529411764,0.4469012552547256,0.06531913122216725,33,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,adam -0.14644598960876465,0.027334189673666402,0.012323617935180664,0.004222721432258187,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6153846153846154,0.4166666666666667,0.375,0.4,0.35294117647058826,0.4319984917043741,0.09422136258551383,78,0.5333333333333333,0.3333333333333333,0.4,0.4,0.4,0.4133333333333333,0.06531972647421809,37,0.5714285714285715,0.3703703703703704,0.38709677419354843,0.4000000000000001,0.37500000000000006,0.42077914319849813,0.07602407425273089,40,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,lbfgs -0.28989229202270506,0.13689578452223017,0.005669069290161133,0.003658690658624481,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.06349206349206349,0.08139534883720931,0.13953488372093023,0.15,1.0,0.28688445921004063,0.35808182417783724,95,0.26666666666666666,0.4666666666666667,0.8,0.2,0.06666666666666667,0.36,0.25508168626278654,56,0.10256410256410255,0.13861386138613863,0.2376237623762376,0.17142857142857143,0.125,0.15504605955101006,0.046935279565712806,97,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,sgd -3.8901774406433107,0.41960710581857324,0.004346275329589843,0.0002557340228546167,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.6666666666666666,0.5454545454545454,0.6,0.3333333333333333,0.5624242424242424,0.12321973772461109,52,0.5333333333333333,0.26666666666666666,0.4,0.4,0.3333333333333333,0.38666666666666666,0.08844332774281068,45,0.5925925925925926,0.3809523809523809,0.4615384615384615,0.48,0.3333333333333333,0.44968335368335366,0.08915600601166325,30,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,adam -0.15085916519165038,0.023103050931041584,0.013851070404052734,0.0055104590235348265,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,0.38461538461538464,0.5714285714285714,0.47058823529411764,0.5625,0.5178264382676148,0.07949596553329097,59,0.8,0.3333333333333333,0.5333333333333333,0.5333333333333333,0.6,0.5599999999999999,0.14966629547095767,3,0.6857142857142857,0.3571428571428571,0.5517241379310344,0.5,0.5806451612903225,0.5350452884156999,0.10764397471965285,3,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,lbfgs -1.1204493999481202,0.020935197796741967,0.004105758666992187,0.0002531216026032809,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.75,1.0,0.5555555555555556,0.5555555555555556,0.625,0.6972222222222222,0.16722129936991567,11,0.2,0.2,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.27999999999999997,0.06531972647421806,82,0.31578947368421056,0.33333333333333337,0.4166666666666667,0.4166666666666667,0.43478260869565216,0.3834477498093059,0.048849478355823726,69,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,sgd -4.28318338394165,0.6625211820453548,0.005491495132446289,0.0018627289631106415,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.8,0.6,0.6,0.45454545454545453,0.6242424242424243,0.11194908983290976,43,0.5333333333333333,0.26666666666666666,0.4,0.4,0.6666666666666666,0.4533333333333333,0.13597385369580758,20,0.5925925925925926,0.4,0.48,0.48,0.5405405405405405,0.49862662662662655,0.06481896768419498,8,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,adam -0.36820402145385744,0.07456562299913123,0.008752822875976562,0.005553611959140969,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.45,0.4444444444444444,0.5,0.5384615384615384,0.4117647058823529,0.4689341377576671,0.04477887412082733,71,0.6,0.26666666666666666,0.4666666666666667,0.4666666666666667,0.4666666666666667,0.4533333333333334,0.10666666666666666,18,0.5142857142857143,0.33333333333333337,0.4827586206896552,0.5,0.43749999999999994,0.4535755336617406,0.06543579937158728,28,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,lbfgs -1.917468214035034,0.34401792154170313,0.011544370651245117,0.0048346231142541215,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.8571428571428571,1.0,0.5,0.5,0.6666666666666666,0.7047619047619047,0.19783407693181893,9,0.4,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.29333333333333333,0.09043106644167025,76,0.5454545454545455,0.23529411764705882,0.4,0.4,0.3809523809523809,0.392340208810797,0.09834073648404472,63,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,sgd -3.608673858642578,0.34361164627216256,0.005187034606933594,0.001259704439014157,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.7142857142857143,0.5384615384615384,0.4166666666666667,0.4375,0.5547161172161171,0.11921146093723539,54,0.6666666666666666,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.4666666666666667,0.4533333333333333,0.12220201853215573,20,0.6666666666666666,0.4545454545454545,0.5,0.3703703703703704,0.45161290322580644,0.4886390789616596,0.09832974408408698,10,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,adam -0.4397775650024414,0.08524478551320934,0.015654802322387695,0.010440703298052235,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.4,0.46153846153846156,0.3333333333333333,0.34782608695652173,0.4335395763656633,0.1057866040491827,77,0.6666666666666666,0.13333333333333333,0.4,0.26666666666666666,0.5333333333333333,0.4,0.18856180831641267,41,0.6451612903225806,0.2,0.42857142857142855,0.2962962962962963,0.4210526315789474,0.3982163293538506,0.14973453099177872,56,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,lbfgs -1.01538405418396,0.5976712975043691,0.014305734634399414,0.007275517568159839,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",1.0,0.10204081632653061,0.08904109589041095,0.0989010989010989,0.26666666666666666,0.3113299355569414,0.3505999257157536,94,0.06666666666666667,1.0,0.8666666666666667,0.6,0.5333333333333333,0.6133333333333333,0.3222145592958553,2,0.125,0.1851851851851852,0.16149068322981364,0.16981132075471697,0.3555555555555555,0.19940854894505428,0.08054139850179401,95,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,sgd -3.530298185348511,0.09278290978624139,0.010898590087890625,0.004455490246376607,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.7142857142857143,0.4666666666666667,0.5,0.3333333333333333,0.5361904761904762,0.1385902458177619,57,0.5333333333333333,0.3333333333333333,0.4666666666666667,0.4,0.4666666666666667,0.44000000000000006,0.06798692684790379,25,0.5925925925925926,0.4545454545454545,0.4666666666666667,0.4444444444444445,0.3888888888888889,0.46942760942760947,0.06709598863641014,20,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,adam -0.5339090347290039,0.3182915629776374,0.007371187210083008,0.0054589786370669545,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.4444444444444444,0.5,0.5555555555555556,0.38461538461538464,0.5019230769230769,0.0837770348596417,62,0.6666666666666666,0.26666666666666666,0.4666666666666667,0.6666666666666666,0.3333333333333333,0.48,0.16546231527987806,13,0.6451612903225806,0.33333333333333337,0.4827586206896552,0.606060606060606,0.3571428571428571,0.4848913415098065,0.12622400782957272,13,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,lbfgs -2.1915449619293215,0.11212054301310026,0.004723882675170899,0.001208297639895911,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.8333333333333334,1.0,0.4444444444444444,0.5555555555555556,0.75,0.7166666666666666,0.19751543149590198,5,0.3333333333333333,0.2,0.26666666666666666,0.3333333333333333,0.2,0.26666666666666666,0.059628479399994376,93,0.47619047619047616,0.33333333333333337,0.33333333333333337,0.4166666666666667,0.31578947368421056,0.37506265664160404,0.06156900616756414,82,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,sgd -1.6820422649383544,0.4470390748870413,0.003428792953491211,0.0002595778861081908,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6153846153846154,0.8,0.35294117647058826,0.5,0.47058823529411764,0.5477828054298642,0.1512540753002597,55,0.5333333333333333,0.26666666666666666,0.4,0.4,0.5333333333333333,0.42666666666666664,0.09977753031397177,32,0.5714285714285715,0.4,0.37500000000000006,0.4444444444444445,0.5,0.45817460317460323,0.07080486066846453,24,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,adam -0.0009606361389160156,4.509362052223559e-05,0.003258943557739258,8.648477447087394e-05,{},0.6666666666666666,0.47058823529411764,0.6153846153846154,0.29411764705882354,0.5,0.5093514328808446,0.12954283918173018,1,0.5333333333333333,0.5333333333333333,0.5333333333333333,0.3333333333333333,0.4666666666666667,0.48,0.07774602526460402,1,0.5925925925925926,0.5,0.5714285714285715,0.3125,0.4827586206896552,0.4918559569421639,0.09878999645027639,1,GaussianNB,,,,,,,,,,, -0.009251546859741212,0.0023927027327156404,0.008954286575317383,0.007785476605431245,"{'gamma': 'scale', 'kernel': 'linear'}",0.8571428571428571,0.8,1.0,0.42857142857142855,0.6,0.7371428571428571,0.2007333493742891,1,0.4,0.26666666666666666,0.2,0.2,0.2,0.2533333333333333,0.07774602526460402,3,0.5454545454545455,0.4,0.33333333333333337,0.27272727272727276,0.3,0.3703030303030303,0.09735529394887289,3,SVC,scale,linear,,,,,,,,, -0.0061171531677246095,0.00035619459317116697,0.008804416656494141,0.005231648020082314,"{'gamma': 'scale', 'kernel': 'poly'}",0.8333333333333334,0.3333333333333333,0.75,0.4,0.5,0.5633333333333334,0.19561867668161612,7,0.3333333333333333,0.13333333333333333,0.2,0.13333333333333333,0.26666666666666666,0.21333333333333332,0.077746025264604,5,0.47619047619047616,0.19047619047619044,0.31578947368421056,0.2,0.3478260869565218,0.30605644546147975,0.10525377728850611,5,SVC,scale,poly,,,,,,,,, -0.011465978622436524,0.010729366201866205,0.017553138732910156,0.013777642239531238,"{'gamma': 'scale', 'kernel': 'rbf'}",0.3333333333333333,1.0,1.0,0.2,0.5,0.6066666666666667,0.3349295116554792,5,0.06666666666666667,0.06666666666666667,0.06666666666666667,0.06666666666666667,0.2,0.09333333333333334,0.053333333333333344,8,0.1111111111111111,0.125,0.125,0.1,0.28571428571428575,0.14936507936507937,0.06881670931523519,8,SVC,scale,rbf,,,,,,,,, -0.009602975845336915,0.006256878290597206,0.004569005966186523,0.00022049753502794656,"{'gamma': 'scale', 'kernel': 'sigmoid'}",0.7142857142857143,0.6,1.0,0.2857142857142857,0.5555555555555556,0.631111111111111,0.23193642972289344,4,0.3333333333333333,0.4,0.4,0.26666666666666666,0.3333333333333333,0.3466666666666666,0.0498887651569859,1,0.4545454545454545,0.48,0.5714285714285715,0.2758620689655172,0.4166666666666667,0.43970055232124194,0.09650937378291553,1,SVC,scale,sigmoid,,,,,,,,, -0.018846940994262696,0.012162789830280537,0.007234001159667968,0.0059546767604005965,"{'gamma': 'auto', 'kernel': 'linear'}",0.8571428571428571,0.8,1.0,0.42857142857142855,0.6,0.7371428571428571,0.2007333493742891,1,0.4,0.26666666666666666,0.2,0.2,0.2,0.2533333333333333,0.07774602526460402,3,0.5454545454545455,0.4,0.33333333333333337,0.27272727272727276,0.3,0.3703030303030303,0.09735529394887289,3,SVC,auto,linear,,,,,,,,, -0.005788040161132812,0.0003713868300533899,0.015671443939208985,0.008180124920734106,"{'gamma': 'auto', 'kernel': 'poly'}",0.8,0.3333333333333333,0.75,0.4,0.5,0.5566666666666666,0.18666666666666668,8,0.26666666666666666,0.13333333333333333,0.2,0.13333333333333333,0.26666666666666666,0.2,0.05962847939999439,6,0.4,0.19047619047619044,0.31578947368421056,0.2,0.3478260869565218,0.29081835022338454,0.08259611790187572,6,SVC,auto,poly,,,,,,,,, -0.009107112884521484,0.006810209567799744,0.00851893424987793,0.0029693873151908023,"{'gamma': 'auto', 'kernel': 'rbf'}",0.3333333333333333,1.0,1.0,0.2,0.5,0.6066666666666667,0.3349295116554792,5,0.06666666666666667,0.06666666666666667,0.13333333333333333,0.06666666666666667,0.2,0.10666666666666666,0.05333333333333334,7,0.1111111111111111,0.125,0.23529411764705882,0.1,0.28571428571428575,0.17142390289449114,0.07488108099510653,7,SVC,auto,rbf,,,,,,,,, -0.01003580093383789,0.006604990156234323,0.004413461685180664,8.12820094180713e-05,"{'gamma': 'auto', 'kernel': 'sigmoid'}",0.7142857142857143,0.6,1.0,0.3076923076923077,0.5555555555555556,0.6355067155067153,0.22546693144833704,3,0.3333333333333333,0.4,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.0421637021355784,2,0.4545454545454545,0.48,0.5,0.28571428571428575,0.4166666666666667,0.4273852813852814,0.07611102508360892,2,SVC,auto,sigmoid,,,,,,,,, -0.0021697521209716798,0.00014684119575044552,0.0035842418670654296,0.00014274386144940766,"{'criterion': 'gini', 'splitter': 'best'}",0.5454545454545454,0.42857142857142855,0.26666666666666666,0.21428571428571427,0.4375,0.37849567099567094,0.12110738556381577,4,0.4,0.4,0.26666666666666666,0.2,0.4666666666666667,0.3466666666666667,0.09797958971132713,4,0.4615384615384615,0.4137931034482759,0.26666666666666666,0.20689655172413796,0.45161290322580644,0.3601015373206697,0.10368066996657453,4,DecisionTreeClassifier,,,gini,best,,,,,,, -0.0010333061218261719,1.8250471148898887e-05,0.0034449100494384766,3.6973487107214326e-05,"{'criterion': 'gini', 'splitter': 'random'}",0.4090909090909091,0.45454545454545453,0.38461538461538464,0.15789473684210525,0.5,0.38122929701877073,0.11844644327873065,3,0.6,0.3333333333333333,0.3333333333333333,0.2,0.4666666666666667,0.3866666666666666,0.13597385369580758,3,0.4864864864864865,0.3846153846153846,0.3571428571428571,0.17647058823529413,0.4827586206896552,0.3774947874339355,0.1129914135572241,3,DecisionTreeClassifier,,,gini,random,,,,,,, -0.002248525619506836,9.436545918762435e-05,0.00509800910949707,0.002121492848626547,"{'criterion': 'entropy', 'splitter': 'best'}",0.47619047619047616,0.5333333333333333,0.5833333333333334,0.3333333333333333,0.47058823529411764,0.47935574229691874,0.08382642993701649,2,0.6666666666666666,0.5333333333333333,0.4666666666666667,0.3333333333333333,0.5333333333333333,0.5066666666666666,0.1083205120618128,1,0.5555555555555556,0.5333333333333333,0.5185185185185186,0.3333333333333333,0.5,0.4881481481481481,0.07951844089078308,1,DecisionTreeClassifier,,,entropy,best,,,,,,, -0.001018381118774414,5.855331198966328e-05,0.0032984256744384766,3.655528324333436e-05,"{'criterion': 'entropy', 'splitter': 'random'}",0.6923076923076923,0.5,0.4,0.35714285714285715,0.5555555555555556,0.501001221001221,0.1187196860858688,1,0.6,0.6,0.4,0.3333333333333333,0.3333333333333333,0.4533333333333333,0.12220201853215573,2,0.6428571428571429,0.5454545454545454,0.4000000000000001,0.3448275862068965,0.4166666666666667,0.4699611882370503,0.10861450212007456,2,DecisionTreeClassifier,,,entropy,random,,,,,,, -0.3555325508117676,0.0165293812075633,0.022938871383666994,0.0033310624270114996,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'sqrt'}",0.8,0.8888888888888888,1.0,0.25,0.6363636363636364,0.715050505050505,0.26118805891968416,1,0.26666666666666666,0.5333333333333333,0.5333333333333333,0.13333333333333333,0.4666666666666667,0.3866666666666667,0.16,2,0.4,0.6666666666666667,0.6956521739130436,0.1739130434782609,0.5384615384615385,0.494938684503902,0.1916984400126206,2,RandomForestClassifier,,,gini,,balanced,sqrt,,,,, -0.34242992401123046,0.012033093393583353,0.02334427833557129,0.002472392627552177,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'log2'}",0.75,0.8888888888888888,1.0,0.2222222222222222,0.5,0.6722222222222223,0.2802115602870776,6,0.2,0.5333333333333333,0.5333333333333333,0.13333333333333333,0.3333333333333333,0.3466666666666666,0.16546231527987806,7,0.31578947368421056,0.6666666666666667,0.6956521739130436,0.16666666666666669,0.4,0.44895499618611756,0.20399716565655146,7,RandomForestClassifier,,,gini,,balanced,log2,,,,, -0.3796048164367676,0.048058264934013946,0.0380615234375,0.01191752979415582,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.7,0.8571428571428571,1.0,0.375,0.5,0.6864285714285714,0.22777091964676852,3,0.4666666666666667,0.4,0.4666666666666667,0.2,0.3333333333333333,0.37333333333333335,0.09977753031397177,4,0.56,0.5454545454545455,0.6363636363636364,0.26086956521739135,0.4,0.4805375494071146,0.13382868672202558,4,RandomForestClassifier,,,entropy,,balanced,sqrt,,,,, -0.42542600631713867,0.008913916553773674,0.03285727500915527,0.008607731918139483,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'log2'}",0.7,0.8,1.0,0.2222222222222222,0.5,0.6444444444444445,0.26564619559588637,8,0.4666666666666667,0.5333333333333333,0.4666666666666667,0.13333333333333333,0.3333333333333333,0.38666666666666666,0.14236104336041747,3,0.56,0.64,0.6363636363636364,0.16666666666666669,0.4,0.4806060606060606,0.17945781008768952,3,RandomForestClassifier,,,entropy,,balanced,log2,,,,, -0.4945384502410889,0.028039579938159198,0.03294210433959961,0.003853170207015443,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'sqrt'}",0.6666666666666666,0.8888888888888888,1.0,0.2222222222222222,0.5,0.6555555555555556,0.27755546659548436,7,0.26666666666666666,0.5333333333333333,0.4666666666666667,0.13333333333333333,0.26666666666666666,0.3333333333333333,0.14605934866804432,8,0.3809523809523809,0.6666666666666667,0.6363636363636364,0.16666666666666669,0.3478260869565218,0.43969508752117453,0.18795199029415996,8,RandomForestClassifier,,,gini,,balanced_subsample,sqrt,,,,, -0.515591812133789,0.007597979654852561,0.036070632934570315,0.0069467118492677945,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'log2'}",0.8333333333333334,0.875,1.0,0.2222222222222222,0.5,0.6861111111111111,0.28485430540653933,4,0.3333333333333333,0.4666666666666667,0.5333333333333333,0.13333333333333333,0.3333333333333333,0.36,0.13727506854649335,6,0.47619047619047616,0.608695652173913,0.6956521739130436,0.16666666666666669,0.4,0.4694409937888199,0.18281316046197812,6,RandomForestClassifier,,,gini,,balanced_subsample,log2,,,,, -0.5281390190124512,0.013285075916304331,0.020820140838623047,0.007924570033911955,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.875,0.875,1.0,0.2857142857142857,0.5,0.7071428571428571,0.26930560745012655,2,0.4666666666666667,0.4666666666666667,0.6,0.13333333333333333,0.3333333333333333,0.39999999999999997,0.1577621275493231,1,0.608695652173913,0.608695652173913,0.7499999999999999,0.18181818181818182,0.4,0.5098418972332015,0.19843630933816905,1,RandomForestClassifier,,,entropy,,balanced_subsample,sqrt,,,,, -0.2799436092376709,0.11035616293184825,0.012078809738159179,0.0004031316081715178,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'log2'}",0.8333333333333334,0.8,1.0,0.2222222222222222,0.5555555555555556,0.6822222222222223,0.27030846576951056,5,0.3333333333333333,0.5333333333333333,0.5333333333333333,0.13333333333333333,0.3333333333333333,0.3733333333333333,0.14966629547095767,5,0.47619047619047616,0.64,0.6956521739130436,0.16666666666666669,0.4166666666666667,0.47903519668737066,0.18671079628495266,5,RandomForestClassifier,,,entropy,,balanced_subsample,log2,,,,, -0.008977746963500977,0.0006639943747788861,0.0031118392944335938,0.0003287070992629641,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.8571428571428571,0.75,1.0,0.3,0.625,0.7064285714285714,0.23774450357388252,9,0.4,0.4,0.3333333333333333,0.2,0.3333333333333333,0.3333333333333333,0.07302967433402216,63,0.5454545454545455,0.5217391304347827,0.5,0.24,0.43478260869565216,0.44839525691699605,0.11052308906266606,28,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,lbfgs -0.371746826171875,0.08094020309046152,0.008472299575805664,0.0046592182701726504,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.8,0.5555555555555556,1.0,0.375,0.625,0.6711111111111111,0.21351410165358695,28,0.26666666666666666,0.3333333333333333,0.26666666666666666,0.2,0.3333333333333333,0.27999999999999997,0.04988876515698587,91,0.4,0.4166666666666667,0.4210526315789474,0.26086956521739135,0.43478260869565216,0.3866742944317315,0.06387523257130003,77,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,sgd -0.38352408409118655,0.05255465539663464,0.007599067687988281,0.005061152147576736,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.8333333333333334,0.8333333333333334,0.3,0.625,0.6683333333333333,0.19933221850301405,30,0.4,0.3333333333333333,0.3333333333333333,0.2,0.3333333333333333,0.31999999999999995,0.06531972647421809,79,0.5217391304347827,0.47619047619047616,0.47619047619047616,0.24,0.43478260869565216,0.42978053830227747,0.09879860400136012,53,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,adam -0.02216372489929199,0.004722182626276571,0.007763957977294922,0.004906380770408161,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.8571428571428571,0.75,1.0,0.3,0.625,0.7064285714285714,0.23774450357388252,9,0.4,0.4,0.3333333333333333,0.2,0.3333333333333333,0.3333333333333333,0.07302967433402216,63,0.5454545454545455,0.5217391304347827,0.5,0.24,0.43478260869565216,0.44839525691699605,0.11052308906266606,28,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,lbfgs -0.9477275848388672,1.3156203961153594,0.012774085998535157,0.004380053608268783,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.03305785123966942,0.08333333333333333,0.0425531914893617,0.11764705882352941,0.03636363636363636,0.06259101424990605,0.03293329395676327,102,0.26666666666666666,0.06666666666666667,0.13333333333333333,0.5333333333333333,0.13333333333333333,0.22666666666666666,0.16653327995729061,96,0.05882352941176471,0.07407407407407407,0.06451612903225806,0.19277108433734938,0.05714285714285715,0.08946553479966068,0.05199056541680443,101,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,sgd -0.6488051891326905,0.11483696934789435,0.010386133193969726,0.005572850541742346,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.8333333333333334,0.75,1.0,0.4,0.625,0.7216666666666667,0.20176994600562073,4,0.3333333333333333,0.4,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.0421637021355784,63,0.47619047619047616,0.5217391304347827,0.5,0.32,0.43478260869565216,0.45054244306418223,0.07136181283339557,26,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,adam -0.020002412796020507,0.0020951433681214763,0.00810832977294922,0.005268887669214839,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.8571428571428571,0.75,1.0,0.3,0.5714285714285714,0.6957142857142857,0.24233557438445744,18,0.4,0.4,0.3333333333333333,0.2,0.26666666666666666,0.31999999999999995,0.07774602526460402,79,0.5454545454545455,0.5217391304347827,0.5,0.24,0.36363636363636365,0.4341660079051383,0.11581293040168043,45,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,lbfgs -0.5363799095153808,0.047593507674728884,0.010484790802001953,0.005846921450828389,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.8333333333333334,0.4,1.0,0.2727272727272727,0.5555555555555556,0.6123232323232323,0.26935771042555545,40,0.3333333333333333,0.13333333333333333,0.3333333333333333,0.2,0.3333333333333333,0.26666666666666666,0.08432740427115677,94,0.47619047619047616,0.2,0.5,0.23076923076923075,0.4166666666666667,0.3647252747252748,0.1252998710919612,83,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,sgd -0.4672099590301514,0.0737227995191936,0.00567922592163086,0.0043064997505898725,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.75,1.0,0.375,0.5714285714285714,0.6892857142857143,0.2081257469190495,24,0.4,0.4,0.3333333333333333,0.2,0.26666666666666666,0.31999999999999995,0.07774602526460402,79,0.5217391304347827,0.5217391304347827,0.5,0.26086956521739135,0.36363636363636365,0.4335968379446641,0.1045721627308324,47,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,adam -0.027928876876831054,0.005008233930324515,0.005455160140991211,0.0043151505332194645,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.8571428571428571,0.75,1.0,0.3,0.625,0.7064285714285714,0.23774450357388252,9,0.4,0.4,0.3333333333333333,0.2,0.3333333333333333,0.3333333333333333,0.07302967433402216,63,0.5454545454545455,0.5217391304347827,0.5,0.24,0.43478260869565216,0.44839525691699605,0.11052308906266606,28,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,lbfgs -0.45421142578125,0.013499935546914976,0.012256765365600586,0.004425920829068703,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.8333333333333334,0.6666666666666666,0.8333333333333334,0.3333333333333333,0.5714285714285714,0.6476190476190476,0.1865062478815823,34,0.3333333333333333,0.4,0.3333333333333333,0.2,0.26666666666666666,0.30666666666666664,0.06798692684790379,84,0.47619047619047616,0.5,0.47619047619047616,0.25,0.36363636363636365,0.4132034632034632,0.094404061534474,62,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,sgd -0.3665641784667969,0.03660039862129808,0.00754094123840332,0.004949654179239867,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.75,1.0,0.3,0.6666666666666666,0.6933333333333332,0.22622506001276202,20,0.4,0.4,0.3333333333333333,0.2,0.4,0.3466666666666667,0.07774602526460402,56,0.5217391304347827,0.5217391304347827,0.5,0.24,0.5,0.4566956521739131,0.10878313001647581,21,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,adam -0.03681535720825195,0.004566544647777488,0.005979394912719727,0.0040827398974071895,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.8571428571428571,0.75,1.0,0.3,0.625,0.7064285714285714,0.23774450357388252,9,0.4,0.4,0.3333333333333333,0.2,0.3333333333333333,0.3333333333333333,0.07302967433402216,63,0.5454545454545455,0.5217391304347827,0.5,0.24,0.43478260869565216,0.44839525691699605,0.11052308906266606,28,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,lbfgs -0.4315496921539307,0.38981626131974706,0.012130212783813477,0.004201285530590594,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.24324324324324326,0.16923076923076924,0.23809523809523808,0.08547008547008547,0.2,0.18720786720786725,0.05756192983079892,95,0.6,0.7333333333333333,0.6666666666666666,0.6666666666666666,0.3333333333333333,0.6,0.1398411797560202,2,0.34615384615384615,0.275,0.3508771929824562,0.15151515151515152,0.25,0.2747092381302908,0.07306613898432529,89,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,sgd -0.32561593055725097,0.04241677902356995,0.007810544967651367,0.004755267140372859,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.75,1.0,0.3333333333333333,0.625,0.6916666666666667,0.21666666666666667,22,0.4,0.4,0.3333333333333333,0.2,0.3333333333333333,0.3333333333333333,0.07302967433402216,63,0.5217391304347827,0.5217391304347827,0.5,0.25,0.43478260869565216,0.44565217391304357,0.1028883440539064,39,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,adam -0.03138647079467773,0.00788252844813203,0.007841014862060547,0.005147560900869575,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.8571428571428571,0.75,1.0,0.3,0.625,0.7064285714285714,0.23774450357388252,9,0.4,0.4,0.3333333333333333,0.2,0.3333333333333333,0.3333333333333333,0.07302967433402216,63,0.5454545454545455,0.5217391304347827,0.5,0.24,0.43478260869565216,0.44839525691699605,0.11052308906266606,28,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,lbfgs -0.613205099105835,0.0436932481992632,0.007810401916503906,0.005049562495874895,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.8333333333333334,0.7142857142857143,1.0,0.3,0.625,0.6945238095238094,0.23386188919949027,19,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.2,0.3333333333333333,0.29333333333333333,0.05333333333333332,86,0.47619047619047616,0.4545454545454545,0.4210526315789474,0.24,0.43478260869565216,0.40531423420210605,0.08472547788239537,69,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,sgd -0.32665176391601564,0.03973724021271601,0.003662300109863281,0.00018953982536859044,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.8571428571428571,0.75,1.0,0.375,0.625,0.7214285714285714,0.21267249901370577,5,0.4,0.4,0.3333333333333333,0.2,0.3333333333333333,0.3333333333333333,0.07302967433402216,63,0.5454545454545455,0.5217391304347827,0.5,0.26086956521739135,0.43478260869565216,0.4525691699604743,0.1026907593420283,25,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,adam -0.0743133544921875,0.01732712650709854,0.006557464599609375,0.004003774007392959,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.8571428571428571,0.75,1.0,0.3,0.625,0.7064285714285714,0.23774450357388252,9,0.4,0.4,0.3333333333333333,0.2,0.3333333333333333,0.3333333333333333,0.07302967433402216,63,0.5454545454545455,0.5217391304347827,0.5,0.24,0.43478260869565216,0.44839525691699605,0.11052308906266606,28,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,lbfgs -0.5091392993927002,0.025583650955764,0.006057071685791016,0.004629898370368139,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.8333333333333334,0.8,1.0,0.3333333333333333,0.6666666666666666,0.7266666666666667,0.22350739485653615,2,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.2,0.4,0.29333333333333333,0.06798692684790379,86,0.47619047619047616,0.4,0.4210526315789474,0.25,0.5,0.40944862155388473,0.08752350508542003,64,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,sgd -0.2455833911895752,0.06253414736484181,0.01035609245300293,0.005537352207404594,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.75,1.0,0.3,0.6666666666666666,0.6933333333333332,0.22622506001276202,20,0.4,0.4,0.3333333333333333,0.2,0.4,0.3466666666666667,0.07774602526460402,56,0.5217391304347827,0.5217391304347827,0.5,0.24,0.5,0.4566956521739131,0.10878313001647581,21,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,adam -0.06851110458374024,0.007330855378706358,0.008083009719848632,0.005073668539869608,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.8571428571428571,0.75,1.0,0.3,0.625,0.7064285714285714,0.23774450357388252,9,0.4,0.4,0.3333333333333333,0.2,0.3333333333333333,0.3333333333333333,0.07302967433402216,63,0.5454545454545455,0.5217391304347827,0.5,0.24,0.43478260869565216,0.44839525691699605,0.11052308906266606,28,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,lbfgs -1.8065486431121827,0.7660398625614886,0.008285760879516602,0.005656682619849404,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.1643835616438356,0.18867924528301888,0.20588235294117646,0.25,0.8,0.3217890319736062,0.24073572676249147,90,0.8,0.6666666666666666,0.9333333333333333,0.2,0.26666666666666666,0.5733333333333335,0.29089898972361905,3,0.2727272727272727,0.29411764705882354,0.3373493975903614,0.22222222222222224,0.4,0.305283307919736,0.060138502197104454,88,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,sgd -0.22694692611694336,0.05388811813030837,0.008042669296264649,0.004614498716201563,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.8571428571428571,0.75,1.0,0.3,0.625,0.7064285714285714,0.23774450357388252,9,0.4,0.4,0.3333333333333333,0.2,0.3333333333333333,0.3333333333333333,0.07302967433402216,63,0.5454545454545455,0.5217391304347827,0.5,0.24,0.43478260869565216,0.44839525691699605,0.11052308906266606,28,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,adam -0.08087315559387206,0.003654794302435922,0.00611262321472168,0.004239963029682958,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.8571428571428571,0.75,1.0,0.3,0.625,0.7064285714285714,0.23774450357388252,9,0.4,0.4,0.3333333333333333,0.2,0.3333333333333333,0.3333333333333333,0.07302967433402216,63,0.5454545454545455,0.5217391304347827,0.5,0.24,0.43478260869565216,0.44839525691699605,0.11052308906266606,28,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,lbfgs -0.7191944599151612,0.04558452491068539,0.007928609848022461,0.005346944862482074,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.8,0.8333333333333334,1.0,0.3333333333333333,0.625,0.7183333333333334,0.2263478149515328,6,0.26666666666666666,0.3333333333333333,0.26666666666666666,0.2,0.3333333333333333,0.27999999999999997,0.04988876515698587,91,0.4,0.47619047619047616,0.4210526315789474,0.25,0.43478260869565216,0.3964051432930151,0.0773219462410078,75,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,sgd -0.2726473808288574,0.045570884327783584,0.008327054977416991,0.005802894534672643,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.8571428571428571,0.8571428571428571,1.0,0.3,0.5714285714285714,0.7171428571428571,0.2507783800856193,7,0.4,0.4,0.3333333333333333,0.2,0.26666666666666666,0.31999999999999995,0.07774602526460402,79,0.5454545454545455,0.5454545454545455,0.5,0.24,0.36363636363636365,0.43890909090909097,0.11972199201441994,43,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,adam -0.17880797386169434,0.059124062798913975,0.008461427688598634,0.005921970953530623,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35714285714285715,0.5,1.0,0.25,0.4,0.5014285714285714,0.2618770548114796,56,0.3333333333333333,0.5333333333333333,0.26666666666666666,0.26666666666666666,0.6666666666666666,0.4133333333333333,0.16,33,0.3448275862068965,0.5161290322580646,0.4210526315789474,0.2580645161290323,0.5,0.40801475323458813,0.09674467521055613,65,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,lbfgs -0.7931435108184814,0.12774479129959657,0.008242273330688476,0.00522752014226542,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,sgd -0.7741762638092041,0.1458753778956858,0.008306884765625,0.005692489560988669,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.0,0.6666666666666666,0.0,0.0,0.0,0.13333333333333333,0.26666666666666666,97,0.0,0.13333333333333333,0.0,0.0,0.0,0.026666666666666665,0.05333333333333333,103,0.0,0.2222222222222222,0.0,0.0,0.0,0.04444444444444444,0.08888888888888888,102,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,adam -0.23778748512268066,0.1921518788494733,0.01370244026184082,0.005432432156088681,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3333333333333333,0.5384615384615384,0.4,0.3333333333333333,0.5454545454545454,0.43011655011655014,0.09453304010852506,79,0.3333333333333333,0.4666666666666667,0.4,0.3333333333333333,0.8,0.4666666666666667,0.17384539747207065,13,0.3333333333333333,0.5,0.4000000000000001,0.3333333333333333,0.6486486486486486,0.44306306306306303,0.11953485045108916,40,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,lbfgs -0.12646679878234862,0.06110899364419823,0.0056880474090576175,0.0040171022212336744,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.10067114093959731,0.10067114093959731,0.0,0.5,0.1402684563758389,0.18541475559720558,96,0.0,1.0,1.0,0.0,0.06666666666666667,0.4133333333333334,0.4796294866294653,30,0.0,0.18292682926829268,0.18292682926829268,0.0,0.11764705882352941,0.09670014347202296,0.08247507677423534,100,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,sgd -0.8911883354187011,0.13153242539620227,0.005995035171508789,0.004108810852568015,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.8,0.0,0.0,0.375,0.0,0.23500000000000001,0.31764760348537185,94,0.26666666666666666,0.0,0.0,0.2,0.0,0.09333333333333334,0.11623730516108463,101,0.4,0.0,0.0,0.26086956521739135,0.0,0.13217391304347828,0.16775172941617386,97,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,adam -0.1757205009460449,0.0718905475561225,0.004038429260253907,0.0008766344595210661,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3684210526315789,0.4,0.7142857142857143,0.18181818181818182,0.5,0.432904989747095,0.17433436503158004,78,0.4666666666666667,0.26666666666666666,0.3333333333333333,0.13333333333333333,0.6,0.36,0.16110727964792762,50,0.4117647058823529,0.32,0.4545454545454545,0.15384615384615383,0.5454545454545454,0.3771221719457013,0.13315057686948115,78,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,lbfgs -1.0622304916381835,0.11101427263698693,0.015125703811645509,0.0010228301471855354,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,sgd -0.8981605052947998,0.15826646778647752,0.010589027404785156,0.007485315675414313,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.8,0.0,1.0,0.42857142857142855,0.0,0.44571428571428573,0.40752112753543845,72,0.26666666666666666,0.0,0.06666666666666667,0.2,0.0,0.10666666666666666,0.1083205120618128,99,0.4,0.0,0.125,0.27272727272727276,0.0,0.15954545454545457,0.15667252787816865,95,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,adam -0.14602193832397461,0.023726084789827843,0.008389902114868165,0.00561688070670376,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.42857142857142855,0.5,0.3,0.45454545454545453,0.43662337662337664,0.07360050891902045,75,0.4666666666666667,0.4,0.3333333333333333,0.2,0.6666666666666666,0.4133333333333333,0.154344492037203,33,0.4827586206896552,0.4137931034482759,0.4,0.24,0.5405405405405405,0.4154184529356943,0.1011950977883467,60,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,lbfgs -1.8715513229370118,0.11554327323261142,0.015335464477539062,0.00656787264082513,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",1.0,0.5,1.0,0.5,1.0,0.8,0.2449489742783178,1,0.2,0.06666666666666667,0.06666666666666667,0.13333333333333333,0.06666666666666667,0.10666666666666666,0.05333333333333334,99,0.33333333333333337,0.11764705882352941,0.125,0.2105263157894737,0.125,0.1823013415892673,0.08289074191318803,92,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,sgd -0.7997512340545654,0.137056696284564,0.012329196929931641,0.006677725437297474,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.6666666666666666,1.0,0.42857142857142855,0.6666666666666666,0.6857142857142856,0.18220120447341898,26,0.26666666666666666,0.4,0.3333333333333333,0.4,0.4,0.36,0.053333333333333344,50,0.3809523809523809,0.5,0.5,0.4137931034482759,0.5,0.45894909688013136,0.05133825353321341,20,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,adam -0.13908262252807618,0.01553376381429525,0.009252548217773438,0.005251188980697475,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4444444444444444,0.5,0.5,0.3076923076923077,0.5,0.45042735042735044,0.07454049952278681,70,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.8,0.42666666666666664,0.20044395171163878,25,0.33333333333333337,0.4827586206896552,0.4,0.28571428571428575,0.6153846153846154,0.4234381710243779,0.11661771003774112,56,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,lbfgs -0.8901456832885742,0.681142107048237,0.007227897644042969,0.005087338484620277,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.16666666666666666,0.0,0.03333333333333333,0.06666666666666667,103,0.0,0.0,0.0,0.13333333333333333,0.0,0.026666666666666665,0.05333333333333333,103,0.0,0.0,0.0,0.14814814814814814,0.0,0.029629629629629627,0.059259259259259255,104,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,sgd -0.8043297290802002,0.13358022117796128,0.007430028915405273,0.006551911140546715,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.6666666666666666,1.0,0.4,0.6666666666666666,0.6799999999999999,0.19043809142780935,27,0.26666666666666666,0.4,0.3333333333333333,0.4,0.4,0.36,0.053333333333333344,50,0.3809523809523809,0.5,0.5,0.4000000000000001,0.5,0.45619047619047615,0.053992524887841405,23,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,adam -0.17203383445739745,0.026757826888335088,0.008733701705932618,0.00598872906870492,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4444444444444444,0.29411764705882354,0.5,0.3333333333333333,0.4,0.39437908496732027,0.07412536991038438,84,0.26666666666666666,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.5333333333333333,0.3333333333333333,0.10327955589886445,63,0.33333333333333337,0.3125,0.3478260869565218,0.2962962962962963,0.4571428571428572,0.3494197147458017,0.056658185020431226,84,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,lbfgs -1.995744514465332,0.17767449609506583,0.009673547744750977,0.0070202776115204585,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",1.0,0.5,1.0,0.5,0.0,0.6,0.37416573867739417,43,0.13333333333333333,0.06666666666666667,0.06666666666666667,0.13333333333333333,0.0,0.08,0.049888765156985884,102,0.23529411764705882,0.11764705882352941,0.125,0.2105263157894737,0.0,0.13769349845201237,0.08288906358410916,96,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,sgd -0.8063079357147217,0.10358013968628521,0.008520030975341797,0.005414774084969257,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5714285714285714,0.6666666666666666,1.0,0.4,0.6666666666666666,0.660952380952381,0.19551432259590612,31,0.26666666666666666,0.4,0.3333333333333333,0.4,0.4,0.36,0.053333333333333344,50,0.36363636363636365,0.5,0.5,0.4000000000000001,0.5,0.45272727272727276,0.05902793847544699,24,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,adam -0.9891011714935303,0.2507901458142117,0.010563802719116212,0.005477342298977265,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6428571428571429,0.6923076923076923,0.5833333333333334,0.4,0.3333333333333333,0.5303663003663004,0.13964388494922114,50,0.6,0.6,0.4666666666666667,0.4,0.4666666666666667,0.5066666666666666,0.07999999999999999,8,0.6206896551724138,0.6428571428571429,0.5185185185185186,0.4000000000000001,0.3888888888888889,0.5141908410873929,0.10644798806700903,4,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,lbfgs -0.5826437473297119,0.0370581679140926,0.007017993927001953,0.005090489965474884,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,sgd -2.671671009063721,0.8108643289674007,0.009864473342895507,0.00630077758864656,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5454545454545454,0.7,1.0,0.42105263157894735,0.5,0.6333014354066985,0.20467165865143985,38,0.4,0.4666666666666667,0.5333333333333333,0.5333333333333333,0.4,0.4666666666666666,0.059628479399994376,15,0.4615384615384615,0.56,0.6956521739130436,0.47058823529411764,0.4444444444444445,0.5264446630380135,0.09360975775842868,2,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,adam -0.9616804599761963,0.3063253609124866,0.008507299423217773,0.0051960108970746976,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4,0.6,0.4,0.375,0.35,0.425,0.08944271909999157,82,0.26666666666666666,0.4,0.4,0.4,0.4666666666666667,0.3866666666666667,0.06531972647421809,44,0.32,0.48,0.4000000000000001,0.38709677419354843,0.4,0.3974193548387097,0.05085901019282585,74,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,lbfgs -0.8376658916473388,0.5215423140247806,0.010936355590820313,0.005614151985979726,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.10067114093959731,0.0,0.0,0.020134228187919462,0.040268456375838924,104,0.0,0.0,1.0,0.0,0.0,0.2,0.4000000000000001,98,0.0,0.0,0.18292682926829268,0.0,0.0,0.036585365853658534,0.07317073170731707,103,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,sgd -5.124214172363281,3.9598434057103304,0.01303238868713379,0.007551614064481436,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.7,0.4166666666666667,0.3888888888888889,0.5,0.5011111111111111,0.10888888888888888,57,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.4666666666666667,0.4,0.4,0.059628479399994404,35,0.4,0.56,0.3703703703703704,0.42424242424242425,0.4444444444444445,0.4398114478114478,0.06498640141275074,41,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,adam -1.0734500408172607,0.22107955651288827,0.014556980133056641,0.007899070015739034,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5454545454545454,0.4666666666666667,0.6,0.38461538461538464,0.3076923076923077,0.46088578088578097,0.10566311950456544,65,0.4,0.4666666666666667,0.2,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.09428090415820635,63,0.4615384615384615,0.4666666666666667,0.3,0.3571428571428571,0.28571428571428575,0.37421245421245425,0.07720673323993804,81,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,lbfgs -1.01742582321167,0.05998890596821345,0.011776447296142578,0.005864566744113966,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,sgd -2.9416840076446533,0.6102146846462402,0.005912017822265625,0.0040649465159355086,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.6666666666666666,1.0,0.4375,0.5714285714285714,0.6351190476190476,0.19773734267796358,36,0.3333333333333333,0.4,0.5333333333333333,0.4666666666666667,0.5333333333333333,0.4533333333333333,0.07774602526460402,18,0.4,0.5,0.6956521739130436,0.45161290322580644,0.5517241379310344,0.5197978430139768,0.10132788145008591,3,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,adam -0.14810118675231934,0.038687328373559364,0.010454607009887696,0.005643636609657353,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.23529411764705882,0.4,0.5333333333333333,0.14285714285714285,0.47619047619047616,0.3575350140056022,0.14684472610457622,88,0.26666666666666666,0.4,0.5333333333333333,0.13333333333333333,0.6666666666666666,0.4,0.18856180831641264,35,0.25,0.4000000000000001,0.5333333333333333,0.1379310344827586,0.5555555555555556,0.3753639846743296,0.16132004529730273,80,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,lbfgs -0.7349391937255859,0.043228895382635794,0.011243391036987304,0.006027294944667973,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.5555555555555556,0.8571428571428571,0.3076923076923077,0.5454545454545454,0.5531690531690532,0.1763808738553991,49,0.26666666666666666,0.3333333333333333,0.4,0.26666666666666666,0.4,0.3333333333333333,0.059628479399994404,63,0.3478260869565218,0.4166666666666667,0.5454545454545455,0.28571428571428575,0.4615384615384615,0.41144000926609625,0.0898340218978416,63,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,sgd -0.8704562664031983,0.09933638151311812,0.0077207088470458984,0.004965665157266343,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5555555555555556,0.75,0.6666666666666666,0.4,0.5833333333333334,0.5911111111111111,0.11730513129083693,45,0.3333333333333333,0.4,0.4,0.4,0.4666666666666667,0.4,0.0421637021355784,35,0.4166666666666667,0.5217391304347827,0.5,0.4000000000000001,0.5185185185185186,0.47138486312399364,0.05227970824796698,15,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,adam -0.14286479949951172,0.02408731998957723,0.007947778701782227,0.005140732671731213,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.23529411764705882,0.47368421052631576,0.5625,0.2,0.5,0.3942956656346749,0.1475133508600426,85,0.26666666666666666,0.6,0.6,0.26666666666666666,0.5333333333333333,0.4533333333333333,0.154344492037203,18,0.25,0.5294117647058824,0.5806451612903225,0.2285714285714286,0.5161290322580646,0.4209514773651396,0.1500393044226898,58,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,lbfgs -0.17025794982910156,0.09537579696618384,0.005687618255615234,0.0040664533557617484,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",1.0,0.07142857142857142,0.10752688172043011,0.07894736842105263,0.09722222222222222,0.27102500875845525,0.36471252836190826,92,0.13333333333333333,0.6666666666666666,0.6666666666666666,0.2,0.9333333333333333,0.5199999999999999,0.30521395046025596,6,0.23529411764705882,0.12903225806451613,0.18518518518518517,0.11320754716981134,0.1761006289308176,0.1677639473994778,0.04338172021339853,94,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,sgd -1.0822038173675537,0.3518041575078761,0.0040318012237548825,0.0007948076548990237,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5714285714285714,0.6666666666666666,1.0,0.35294117647058826,0.5384615384615384,0.625899590605473,0.2129468814233535,39,0.5333333333333333,0.4,0.4666666666666667,0.4,0.4666666666666667,0.4533333333333333,0.04988876515698587,18,0.5517241379310344,0.5,0.6363636363636364,0.37500000000000006,0.5,0.5126175548589341,0.08496989386121609,5,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,adam -0.14976396560668945,0.03015892042301624,0.005799293518066406,0.004078677166189618,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3125,0.2608695652173913,0.4,0.23809523809523808,0.38095238095238093,0.31848343685300207,0.06381965412806011,91,0.3333333333333333,0.4,0.26666666666666666,0.3333333333333333,0.5333333333333333,0.37333333333333335,0.09043106644167025,48,0.3225806451612903,0.31578947368421056,0.32,0.2777777777777778,0.4444444444444444,0.33611846821354463,0.056558817130520564,86,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,lbfgs -0.8309946060180664,0.10994046704790829,0.008823204040527343,0.006392629978171844,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.7142857142857143,0.7,0.8333333333333334,0.3125,0.4,0.5920238095238095,0.1999218951799317,44,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.3466666666666666,0.06531972647421809,61,0.4545454545454545,0.56,0.47619047619047616,0.3225806451612903,0.32,0.4266633151794442,0.0929723506162471,54,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,sgd -0.8524833202362061,0.06624519421767874,0.006610393524169922,0.004571862212008618,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5555555555555556,0.875,0.875,0.46153846153846156,0.45454545454545453,0.6443278943278943,0.19169200295827418,35,0.3333333333333333,0.4666666666666667,0.4666666666666667,0.4,0.3333333333333333,0.39999999999999997,0.059628479399994404,42,0.4166666666666667,0.608695652173913,0.608695652173913,0.42857142857142855,0.3846153846153846,0.48944895684026113,0.09842048747334854,9,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,adam -0.09639539718627929,0.004374801303595865,0.008047199249267578,0.0048069817588528825,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.4444444444444444,0.5,0.25,0.47058823529411764,0.4330065359477124,0.09381988118471997,77,0.3333333333333333,0.5333333333333333,0.26666666666666666,0.26666666666666666,0.5333333333333333,0.3866666666666666,0.12220201853215573,46,0.4,0.4848484848484848,0.3478260869565218,0.2580645161290323,0.5,0.39814781758680773,0.08949850419596858,73,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,lbfgs -0.818474006652832,0.10795327743364914,0.007327032089233398,0.005214417770194855,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5714285714285714,0.5,1.0,0.35714285714285715,0.6,0.6057142857142856,0.21430476105827628,41,0.26666666666666666,0.3333333333333333,0.4,0.3333333333333333,0.4,0.3466666666666667,0.0498887651569859,56,0.36363636363636365,0.4,0.5714285714285715,0.3448275862068965,0.48,0.4319785042543664,0.08371492187615351,50,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,sgd -4.999228239059448,0.15579059810007978,0.006606292724609375,0.004262102798932355,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5294117647058824,0.5,0.5555555555555556,0.4,0.47368421052631576,0.49173030615755076,0.05348280705158371,58,0.6,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.6,0.42666666666666664,0.1436043948569201,25,0.5625,0.4,0.4166666666666667,0.32,0.5294117647058824,0.4457156862745098,0.08874887353011464,38,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,adam -0.09542145729064941,0.0061225635808044,0.006144523620605469,0.0038951955781565844,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.625,0.36363636363636365,0.23529411764705882,0.45454545454545453,0.43569518716577543,0.13090440512742055,76,0.4,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.6666666666666666,0.3866666666666666,0.1484737163421339,46,0.4444444444444445,0.43478260869565216,0.30769230769230765,0.25,0.5405405405405405,0.395491980274589,0.10378427712811376,76,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,lbfgs -0.2875041484832764,0.08459570137845797,0.00597233772277832,0.0041107338776119,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.09821428571428571,0.0,0.21212121212121213,0.2,0.125,0.12706709956709958,0.07685859169691263,98,0.7333333333333333,0.0,0.4666666666666667,0.26666666666666666,0.5333333333333333,0.4,0.2494438257849294,35,0.1732283464566929,0.0,0.29166666666666663,0.2285714285714286,0.20253164556962025,0.17919961745288168,0.09775372668148334,93,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,sgd -5.247397232055664,0.4257129483556008,0.00857701301574707,0.004999967960272561,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.4666666666666667,0.4166666666666667,0.6363636363636364,0.36363636363636365,0.4117647058823529,0.4590196078431372,0.09448189521972984,67,0.4666666666666667,0.3333333333333333,0.4666666666666667,0.26666666666666666,0.4666666666666667,0.4,0.08432740427115679,35,0.4666666666666667,0.3703703703703704,0.5384615384615385,0.30769230769230765,0.43749999999999994,0.42413817663817666,0.07938218847028859,55,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,adam -0.09803605079650879,0.013899363285877847,0.013622665405273437,0.005287843776338993,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.625,0.2631578947368421,0.26666666666666666,0.3157894736842105,0.5,0.3941228070175439,0.1442548060247894,86,0.6666666666666666,0.3333333333333333,0.26666666666666666,0.4,0.5333333333333333,0.43999999999999995,0.1436043948569201,21,0.6451612903225806,0.29411764705882354,0.26666666666666666,0.35294117647058826,0.5161290322580646,0.41500316255534475,0.14399161037131764,61,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,lbfgs -1.075119686126709,0.08315673061044698,0.0060637474060058595,0.004145584901005636,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5714285714285714,0.6363636363636364,0.8333333333333334,0.36363636363636365,0.6,0.600952380952381,0.1499642080446481,42,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.4,0.3466666666666667,0.07774602526460402,56,0.36363636363636365,0.5384615384615385,0.47619047619047616,0.30769230769230765,0.48,0.43319613719613714,0.08450999086534348,48,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,sgd -5.093054628372192,0.3125042157243284,0.011015033721923828,0.005602465500817314,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5384615384615384,0.5,0.5,0.36363636363636365,0.3888888888888889,0.4581973581973582,0.06882253405257358,68,0.4666666666666667,0.4666666666666667,0.4,0.26666666666666666,0.4666666666666667,0.4133333333333334,0.07774602526460402,30,0.5,0.4827586206896552,0.4444444444444445,0.30769230769230765,0.42424242424242425,0.4318275594137663,0.06762800520726113,51,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,adam -0.34162416458129885,0.05979971937553392,0.01157827377319336,0.005090340699019388,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3333333333333333,0.4666666666666667,0.5833333333333334,0.3333333333333333,0.4,0.42333333333333334,0.09404490653110592,83,0.4,0.4666666666666667,0.4666666666666667,0.26666666666666666,0.5333333333333333,0.42666666666666664,0.09043106644167025,25,0.3636363636363636,0.4666666666666667,0.5185185185185186,0.2962962962962963,0.4571428571428572,0.42045214045214047,0.07967648557108907,59,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,lbfgs -1.1760096549987793,0.11473080474956741,0.0043965339660644535,0.00019561035431552308,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5714285714285714,0.7777777777777778,0.8571428571428571,0.42857142857142855,0.625,0.651984126984127,0.15168699455941542,33,0.26666666666666666,0.4666666666666667,0.4,0.4,0.3333333333333333,0.3733333333333333,0.0679869268479038,49,0.36363636363636365,0.5833333333333334,0.5454545454545455,0.4137931034482759,0.43478260869565216,0.4681999909136342,0.08274579834819067,16,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,sgd -6.491284608840942,0.7291773311692846,0.007677984237670898,0.005184193966188987,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5294117647058824,0.5555555555555556,0.5384615384615384,0.375,0.3333333333333333,0.46635243841126195,0.0929222765223358,64,0.6,0.6666666666666666,0.4666666666666667,0.4,0.3333333333333333,0.49333333333333335,0.12364824660660936,9,0.5625,0.606060606060606,0.5,0.38709677419354843,0.3333333333333333,0.4777981427174976,0.10316531006036903,12,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,adam -0.3674347400665283,0.10659695496225292,0.008173322677612305,0.005530869323670892,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4117647058823529,0.42857142857142855,0.5,0.35,0.45454545454545453,0.4289763177998472,0.0494607045653255,80,0.4666666666666667,0.4,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.39999999999999997,0.059628479399994404,42,0.43749999999999994,0.4137931034482759,0.4,0.4,0.3846153846153846,0.40718169761273204,0.01774994191688397,67,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,lbfgs -2.02944598197937,0.9436806374869537,0.00833301544189453,0.007518502811772025,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.3076923076923077,0.05,0.08823529411764706,0.8,0.10185185185185185,0.2695558907323613,0.2800114040263766,93,0.5333333333333333,0.06666666666666667,0.2,0.26666666666666666,0.7333333333333333,0.36,0.24073960113690385,50,0.3902439024390244,0.05714285714285715,0.12244897959183675,0.4,0.17886178861788615,0.2297395055583209,0.1404561849638886,90,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,sgd -6.571888828277588,0.5107839203872978,0.00462493896484375,0.00032692226811622437,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.5384615384615384,0.5,0.3333333333333333,0.42857142857142855,0.46007326007326005,0.07264762312566747,66,0.5333333333333333,0.4666666666666667,0.4666666666666667,0.26666666666666666,0.6,0.4666666666666667,0.1115546702045434,13,0.5161290322580646,0.5,0.4827586206896552,0.2962962962962963,0.5,0.4590367898488032,0.08205204057822771,19,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,adam -0.31364803314208983,0.031453986853831,0.009126377105712891,0.00532269720886961,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4375,0.4117647058823529,0.5,0.2857142857142857,0.5,0.42699579831932766,0.07869182569975754,81,0.4666666666666667,0.4666666666666667,0.4666666666666667,0.26666666666666666,0.5333333333333333,0.43999999999999995,0.09043106644167025,21,0.45161290322580644,0.43749999999999994,0.4827586206896552,0.2758620689655172,0.5161290322580646,0.4327725250278086,0.08300014114334454,49,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,lbfgs -2.0117609977722166,0.13587450829486575,0.01281743049621582,0.0062794464748799446,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.7142857142857143,0.7,1.0,0.4,0.6363636363636364,0.69012987012987,0.19171153908476474,23,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.4,0.4666666666666667,0.4,0.059628479399994404,35,0.4545454545454545,0.56,0.5,0.4000000000000001,0.5384615384615385,0.4906013986013987,0.05779919913296168,8,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,sgd -6.062799263000488,0.6368628420968544,0.008103418350219726,0.004894554804307976,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.5333333333333333,0.5333333333333333,0.3333333333333333,0.5,0.47999999999999987,0.07483314773547883,61,0.6,0.5333333333333333,0.5333333333333333,0.26666666666666666,0.6666666666666666,0.5199999999999999,0.13597385369580758,6,0.5454545454545454,0.5333333333333333,0.5333333333333333,0.2962962962962963,0.5714285714285715,0.49596921596921595,0.10080113247788468,6,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,adam -0.5260432243347168,0.38971019163122916,0.009802150726318359,0.0072076453976667,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4117647058823529,0.4444444444444444,0.4,0.35294117647058826,0.2857142857142857,0.3789729225023343,0.05509770297894026,87,0.4666666666666667,0.5333333333333333,0.4,0.4,0.4,0.43999999999999995,0.053333333333333316,21,0.43749999999999994,0.4848484848484848,0.4000000000000001,0.37500000000000006,0.3333333333333333,0.40613636363636363,0.05193589323799017,68,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,lbfgs -0.8187612533569336,0.1487035116380294,0.011884737014770507,0.0059078731424241256,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.7142857142857143,0.4,1.0,0.3333333333333333,0.36363636363636365,0.5622510822510823,0.25803689667947705,48,0.3333333333333333,0.13333333333333333,0.4666666666666667,0.2,0.26666666666666666,0.27999999999999997,0.11469767022723501,91,0.4545454545454545,0.2,0.6363636363636364,0.25,0.30769230769230765,0.36972027972027977,0.15829047852899594,82,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,sgd -1.061051893234253,0.18728576910036304,0.011211967468261719,0.005680356038806994,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.7142857142857143,0.75,0.3125,0.5,0.5886904761904762,0.16249454901026644,46,0.4,0.3333333333333333,0.4,0.3333333333333333,0.3333333333333333,0.36,0.03265986323710906,50,0.5,0.4545454545454545,0.5217391304347827,0.3225806451612903,0.4,0.4397730460283055,0.07194428822690621,42,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,adam -0.255233097076416,0.11674006295490084,0.006526041030883789,0.005668687999527772,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5454545454545454,0.4444444444444444,0.5384615384615384,0.26666666666666666,0.4,0.439005439005439,0.10244470458373384,74,0.4,0.5333333333333333,0.4666666666666667,0.26666666666666666,0.5333333333333333,0.43999999999999995,0.09977753031397177,21,0.4615384615384615,0.4848484848484848,0.5,0.26666666666666666,0.4571428571428572,0.434039294039294,0.08513044559540779,46,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,lbfgs -0.2089388370513916,0.06233046171808715,0.010972356796264649,0.005417764313694824,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.07575757575757576,0.09848484848484848,0.07258064516129033,0.23333333333333334,0.10067114093959731,0.11616550873532905,0.0596882261113751,99,0.3333333333333333,0.8666666666666667,0.6,0.4666666666666667,1.0,0.6533333333333333,0.24729649321321878,1,0.1234567901234568,0.1768707482993197,0.12949640287769784,0.31111111111111117,0.18292682926829268,0.1847723763359756,0.06759046090763962,91,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,sgd -1.0371745109558106,0.12410467586488871,0.009725141525268554,0.004931522409702225,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.7142857142857143,0.4444444444444444,0.8333333333333334,0.3333333333333333,0.5555555555555556,0.5761904761904763,0.17997508295947134,47,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.31999999999999995,0.026666666666666658,79,0.4545454545454545,0.33333333333333337,0.47619047619047616,0.3333333333333333,0.4166666666666667,0.4028138528138528,0.05984525562160844,72,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,adam -0.398466157913208,0.2580723925253057,0.007707548141479492,0.005091142411688375,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.38095238095238093,0.5333333333333333,0.6153846153846154,0.375,0.4375,0.4684340659340659,0.09289377289377292,63,0.5333333333333333,0.5333333333333333,0.5333333333333333,0.4,0.4666666666666667,0.49333333333333335,0.05333333333333332,9,0.4444444444444444,0.5333333333333333,0.5714285714285715,0.38709677419354843,0.45161290322580644,0.4775832053251408,0.06614447489365663,13,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,lbfgs -0.8619846820831298,0.15883767515809405,0.005561971664428711,0.004084982335190824,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",1.0,0.5,1.0,0.375,0.5714285714285714,0.6892857142857143,0.2613739209075998,24,0.2,0.13333333333333333,0.3333333333333333,0.2,0.26666666666666666,0.22666666666666666,0.06798692684790379,96,0.33333333333333337,0.2105263157894737,0.5,0.26086956521739135,0.36363636363636365,0.3336731155953124,0.0990232653581725,87,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,sgd -0.8089481353759765,0.09712922404834254,0.009120416641235352,0.007131297937760602,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.7777777777777778,1.0,0.3076923076923077,0.5714285714285714,0.6563797313797313,0.22917097601232683,32,0.3333333333333333,0.4666666666666667,0.4,0.26666666666666666,0.26666666666666666,0.3466666666666667,0.07774602526460402,56,0.43478260869565216,0.5833333333333334,0.5714285714285715,0.28571428571428575,0.36363636363636365,0.44777903256164125,0.11591208294011253,37,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,adam -0.1102407455444336,0.013889537424822984,0.007881402969360352,0.004915774010430149,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5294117647058824,0.5,0.42857142857142855,0.42857142857142855,0.35,0.4473109243697479,0.06275100012257195,71,0.6,0.6,0.4,0.4,0.4666666666666667,0.49333333333333335,0.09043106644167022,9,0.5625,0.5454545454545454,0.4137931034482759,0.4137931034482759,0.4,0.46710815047021936,0.07131094572530927,18,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,lbfgs -0.8154562473297119,0.07697363626931103,0.013006591796875,0.005372795623930522,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.8333333333333334,0.7142857142857143,1.0,0.3,0.5,0.6695238095238094,0.24630788395044348,29,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.2,0.2,0.26666666666666666,0.059628479399994376,94,0.47619047619047616,0.4545454545454545,0.4210526315789474,0.24,0.28571428571428575,0.3755005696058328,0.09474547230522769,79,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,sgd -3.2977866649627687,0.5501911700751991,0.006090211868286133,0.003986904142897399,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.5454545454545454,0.5714285714285714,0.4,0.5,0.5033766233766234,0.0584998266521672,55,0.4666666666666667,0.4,0.5333333333333333,0.4,0.5333333333333333,0.4666666666666666,0.059628479399994376,15,0.4827586206896552,0.4615384615384615,0.5517241379310344,0.4000000000000001,0.5161290322580646,0.48243005048344323,0.05131972641698346,11,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,adam -0.11042366027832032,0.017400720856044893,0.00996103286743164,0.005038133552711636,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5294117647058824,0.4090909090909091,0.5,0.3684210526315789,0.47058823529411764,0.4555023923444976,0.05900406862481997,69,0.6,0.6,0.5333333333333333,0.4666666666666667,0.5333333333333333,0.5466666666666666,0.04988876515698587,4,0.5625,0.4864864864864865,0.5161290322580646,0.4117647058823529,0.5,0.49537604492538073,0.04904604582314216,7,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,lbfgs -0.22635946273803711,0.10690413412128608,0.009450531005859375,0.004996783152959174,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.03278688524590164,0.0,0.07291666666666667,0.0975609756097561,0.16901408450704225,0.07445572240587332,0.05789205791934573,101,0.13333333333333333,0.0,0.4666666666666667,0.26666666666666666,0.8,0.33333333333333337,0.27968235951204046,62,0.05263157894736842,0.0,0.12612612612612614,0.14285714285714285,0.27906976744186046,0.12013692307449957,0.09465894540971351,98,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,sgd -3.501016712188721,0.49753212334663727,0.010749912261962891,0.005328463176705075,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.5555555555555556,0.5714285714285714,0.2727272727272727,0.5333333333333333,0.4866089466089466,0.10959549506060669,59,0.4,0.3333333333333333,0.5333333333333333,0.2,0.5333333333333333,0.4,0.12649110640673517,35,0.4444444444444445,0.4166666666666667,0.5517241379310344,0.23076923076923075,0.5333333333333333,0.4353875626289419,0.11439294868023803,44,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,adam -0.1278992176055908,0.009669734189440548,0.003665590286254883,0.00029030128940052457,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5454545454545454,0.3157894736842105,0.5384615384615384,0.3125,0.5,0.4424411115200589,0.10589621847225368,73,0.4,0.4,0.4666666666666667,0.3333333333333333,0.5333333333333333,0.42666666666666664,0.06798692684790379,25,0.4615384615384615,0.35294117647058826,0.5,0.3225806451612903,0.5161290322580646,0.4306378630856809,0.07847016055169637,52,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,lbfgs -1.004719877243042,0.059187430589141006,0.006078481674194336,0.00441547621389035,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",1.0,0.625,1.0,0.36363636363636365,0.625,0.7227272727272728,0.2456859178869108,3,0.26666666666666666,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.29333333333333333,0.03265986323710903,86,0.4210526315789474,0.43478260869565216,0.4210526315789474,0.30769230769230765,0.43478260869565216,0.4038725576483014,0.048480538102669654,70,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,sgd -3.8715499877929687,0.3590911223781733,0.010233211517333984,0.006672440645294098,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.5,0.6363636363636364,0.45454545454545453,0.4444444444444444,0.5070707070707071,0.06855304848871577,54,0.4,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.5333333333333333,0.4133333333333334,0.07774602526460402,30,0.4444444444444445,0.4,0.5384615384615385,0.3846153846153846,0.4848484848484848,0.4504739704739705,0.05629342691592209,27,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,adam -0.28829216957092285,0.03857840499700894,0.008427190780639648,0.0054930156436876956,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6363636363636364,0.4444444444444444,0.6363636363636364,0.35714285714285715,0.47368421052631576,0.509599756968178,0.11037790518885879,53,0.4666666666666667,0.5333333333333333,0.4666666666666667,0.3333333333333333,0.6,0.48,0.08844332774281066,12,0.5384615384615385,0.4848484848484848,0.5384615384615385,0.3448275862068965,0.5294117647058824,0.4872021825368682,0.07390907595070786,10,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,lbfgs -1.6068508625030518,0.1821587904617051,0.010779809951782227,0.008105086923717194,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.75,1.0,0.5,0.625,0.7083333333333333,0.16666666666666669,8,0.26666666666666666,0.4,0.2,0.26666666666666666,0.3333333333333333,0.29333333333333333,0.06798692684790379,86,0.3809523809523809,0.5217391304347827,0.33333333333333337,0.3478260869565218,0.43478260869565216,0.4037267080745342,0.06854221680019401,71,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,sgd -2.8519171714782714,0.2010437521910192,0.006132364273071289,0.0041647225515132795,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5714285714285714,0.38461538461538464,0.5714285714285714,0.375,0.5,0.48049450549450545,0.08630222421304017,60,0.5333333333333333,0.3333333333333333,0.5333333333333333,0.4,0.5333333333333333,0.4666666666666666,0.08432740427115679,15,0.5517241379310344,0.3571428571428571,0.5517241379310344,0.38709677419354843,0.5161290322580646,0.47276338789130773,0.08373416869834076,14,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,adam -0.2888648509979248,0.04236785953558596,0.006977367401123047,0.004426057825891423,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5714285714285714,0.5,0.75,0.3157894736842105,0.5,0.5274436090225564,0.13983547507049277,51,0.5333333333333333,0.6666666666666666,0.6,0.4,0.5333333333333333,0.5466666666666666,0.08844332774281065,4,0.5517241379310344,0.5714285714285715,0.6666666666666665,0.35294117647058826,0.5161290322580646,0.5317779169509851,0.10236451364562894,1,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,lbfgs -0.792975902557373,0.4631514306073809,0.011482620239257812,0.006258721250263546,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.08823529411764706,0.017543859649122806,0.0,0.035398230088495575,0.2777777777777778,0.08379103232660864,0.10139240323434542,100,0.8,0.06666666666666667,0.0,0.26666666666666666,0.3333333333333333,0.29333333333333333,0.2815828277592384,86,0.15894039735099338,0.02777777777777778,0.0,0.0625,0.303030303030303,0.11044969563181484,0.1102466263222579,99,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,sgd -3.0953365325927735,0.2950012470027885,0.009212636947631836,0.004552581944134582,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.46153846153846156,0.6,0.5384615384615384,0.5,0.5,0.52,0.046815766322162874,52,0.4,0.4,0.4666666666666667,0.4,0.4666666666666667,0.42666666666666664,0.03265986323710903,25,0.42857142857142855,0.48,0.5,0.4444444444444445,0.4827586206896552,0.46715489874110566,0.02642620800039619,17,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,adam -0.3045827865600586,0.022087070309008278,0.007197380065917969,0.004632188800059618,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.45454545454545453,0.3125,0.3888888888888889,0.2857142857142857,0.3333333333333333,0.3549963924963925,0.06022285096911351,89,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.07302967433402216,63,0.3846153846153846,0.3225806451612903,0.42424242424242425,0.2758620689655172,0.2962962962962963,0.3407193638561825,0.055519101222252246,85,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,lbfgs -1.9898216247558593,0.1501100961168631,0.01104283332824707,0.006003968050561664,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.7142857142857143,0.75,0.8,0.3333333333333333,0.5714285714285714,0.6338095238095238,0.16838838595959374,37,0.3333333333333333,0.4,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.30666666666666664,0.053333333333333344,84,0.4545454545454545,0.5217391304347827,0.4,0.2962962962962963,0.36363636363636365,0.40724344898257947,0.07695460601708448,66,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,sgd -1.9783072471618652,0.47183832570064344,0.004374361038208008,0.000869014686099661,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.42857142857142855,0.6666666666666666,0.46153846153846156,0.38461538461538464,0.42857142857142855,0.4739926739926739,0.09939099937968043,62,0.4,0.4,0.4,0.3333333333333333,0.4,0.3866666666666667,0.026666666666666682,44,0.4137931034482759,0.5,0.42857142857142855,0.3571428571428571,0.4137931034482759,0.42266009852216746,0.045751853087689885,57,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,adam -0.0009575843811035156,3.515379877700976e-05,0.003245687484741211,0.00010335588124223685,{},0.3684210526315789,0.5714285714285714,0.4117647058823529,0.5833333333333334,0.7,0.5269895326551672,0.12124586377659129,1,0.4666666666666667,0.5333333333333333,0.4666666666666667,0.4666666666666667,0.4666666666666667,0.4800000000000001,0.026666666666666665,1,0.4117647058823529,0.5517241379310344,0.43749999999999994,0.5185185185185186,0.56,0.49590147246638117,0.06037557363891117,1,GaussianNB,,,,,,,,,,, -0.01000523567199707,0.0006603067866579263,0.005764532089233399,0.0011744486177245955,"{'gamma': 'scale', 'kernel': 'linear'}",0.6666666666666666,0.8,0.4,1.0,0.75,0.7233333333333334,0.1953913451967046,1,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.13333333333333333,0.2,0.22666666666666666,0.05333333333333333,4,0.3809523809523809,0.4,0.32,0.23529411764705882,0.31578947368421056,0.33040719445673006,0.05790761486801105,2,SVC,scale,linear,,,,,,,,, -0.0064774036407470705,0.0008414664335385793,0.005363321304321289,0.0005832359507985909,"{'gamma': 'scale', 'kernel': 'poly'}",0.25,0.7142857142857143,0.6666666666666666,0.6,0.6666666666666666,0.5795238095238096,0.16873277185929153,4,0.13333333333333333,0.3333333333333333,0.4,0.2,0.13333333333333333,0.24,0.10832051206181281,3,0.1739130434782609,0.4545454545454545,0.5,0.3,0.2222222222222222,0.3301361440491875,0.12750738406136214,4,SVC,scale,poly,,,,,,,,, -0.006539487838745117,0.0007550286993591111,0.00722799301147461,0.000396344756935787,"{'gamma': 'scale', 'kernel': 'rbf'}",0.0,1.0,0.5,1.0,0.3333333333333333,0.5666666666666667,0.38873012632302,5,0.0,0.13333333333333333,0.26666666666666666,0.2,0.06666666666666667,0.13333333333333336,0.09428090415820634,7,0.0,0.23529411764705882,0.3478260869565218,0.33333333333333337,0.1111111111111111,0.205512929809605,0.13313547768766404,8,SVC,scale,rbf,,,,,,,,, -0.004786920547485351,0.00030471847214901275,0.005158329010009765,0.00039780900040275595,"{'gamma': 'scale', 'kernel': 'sigmoid'}",0.4,0.375,0.25,0.8,0.38095238095238093,0.44119047619047613,0.18708529346124048,8,0.26666666666666666,0.2,0.2,0.26666666666666666,0.5333333333333333,0.29333333333333333,0.12364824660660938,2,0.32,0.26086956521739135,0.22222222222222224,0.4,0.4444444444444444,0.3295072463768116,0.08305586460868403,5,SVC,scale,sigmoid,,,,,,,,, -0.011859846115112305,0.005826557116908002,0.007855033874511719,0.002375908495612916,"{'gamma': 'auto', 'kernel': 'linear'}",0.6666666666666666,0.8,0.4,1.0,0.75,0.7233333333333334,0.1953913451967046,1,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.13333333333333333,0.2,0.22666666666666666,0.05333333333333333,4,0.3809523809523809,0.4,0.32,0.23529411764705882,0.31578947368421056,0.33040719445673006,0.05790761486801105,2,SVC,auto,linear,,,,,,,,, -0.006415462493896485,0.0014519858445458617,0.011016368865966797,0.006420893946257283,"{'gamma': 'auto', 'kernel': 'poly'}",0.25,0.7142857142857143,0.42857142857142855,0.6,0.6666666666666666,0.5319047619047619,0.17100211506296953,6,0.13333333333333333,0.3333333333333333,0.2,0.2,0.13333333333333333,0.2,0.07302967433402215,6,0.1739130434782609,0.4545454545454545,0.27272727272727276,0.3,0.2222222222222222,0.2846815985946421,0.09529127492739263,6,SVC,auto,poly,,,,,,,,, -0.010911703109741211,0.009521432675710722,0.012913751602172851,0.008082778059657299,"{'gamma': 'auto', 'kernel': 'rbf'}",0.0,1.0,0.5,1.0,0.5,0.6,0.37416573867739417,3,0.0,0.13333333333333333,0.26666666666666666,0.2,0.06666666666666667,0.13333333333333336,0.09428090415820634,7,0.0,0.23529411764705882,0.3478260869565218,0.33333333333333337,0.11764705882352941,0.20682011935208866,0.13223119244994422,7,SVC,auto,rbf,,,,,,,,, -0.004134416580200195,0.0003911782968769915,0.008119869232177734,0.004058849294478846,"{'gamma': 'auto', 'kernel': 'sigmoid'}",0.4,0.375,0.5384615384615384,0.8,0.35,0.4926923076923077,0.16693548340991432,7,0.26666666666666666,0.2,0.4666666666666667,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.1115546702045434,1,0.32,0.26086956521739135,0.5,0.4,0.4,0.37617391304347825,0.08114045327023882,1,SVC,auto,sigmoid,,,,,,,,, -0.0024214744567871093,0.0001480181651360726,0.010511207580566406,0.01270574107255625,"{'criterion': 'gini', 'splitter': 'best'}",0.25,0.38461538461538464,0.3076923076923077,0.5,0.4,0.3684615384615385,0.08518688123019771,4,0.2,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.4,0.29333333333333333,0.0679869268479038,4,0.22222222222222224,0.3571428571428571,0.28571428571428575,0.3478260869565218,0.4000000000000001,0.3225810904071774,0.0620589668699675,4,DecisionTreeClassifier,,,gini,best,,,,,,, -0.006291007995605469,0.010021372594297499,0.012192106246948243,0.008448177794368588,"{'criterion': 'gini', 'splitter': 'random'}",0.21052631578947367,0.6,0.5,0.6666666666666666,0.47368421052631576,0.4901754385964912,0.15606582096664215,1,0.26666666666666666,0.6,0.5333333333333333,0.5333333333333333,0.6,0.5066666666666666,0.12364824660660938,1,0.23529411764705882,0.6,0.5161290322580646,0.5925925925925926,0.5294117647058824,0.49468550144071965,0.1338854513868328,1,DecisionTreeClassifier,,,gini,random,,,,,,, -0.0040204524993896484,0.0023749133713619796,0.005205106735229492,0.0016171460993314143,"{'criterion': 'entropy', 'splitter': 'best'}",0.2,0.5,0.3888888888888889,0.45454545454545453,0.5263157894736842,0.4139500265816055,0.11668875341172885,3,0.13333333333333333,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.6666666666666666,0.3866666666666666,0.1758787461103056,3,0.16,0.4,0.42424242424242425,0.3846153846153846,0.5882352941176471,0.39141862059509125,0.1367396848853941,2,DecisionTreeClassifier,,,entropy,best,,,,,,, -0.002065420150756836,0.0012562815605151397,0.006743001937866211,0.002655207648363839,"{'criterion': 'entropy', 'splitter': 'random'}",0.5,0.47058823529411764,0.391304347826087,0.5,0.3157894736842105,0.43553641136088306,0.07188260347121575,2,0.2,0.5333333333333333,0.6,0.2,0.4,0.3866666666666667,0.16546231527987806,2,0.28571428571428575,0.5,0.47368421052631576,0.28571428571428575,0.35294117647058826,0.37961079168509515,0.09131018087147526,3,DecisionTreeClassifier,,,entropy,random,,,,,,, -0.34238414764404296,0.008218490585096013,0.02671842575073242,0.004547257267790982,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'sqrt'}",0.5,0.7142857142857143,0.6363636363636364,1.0,0.46153846153846156,0.6624375624375625,0.19186604189214737,4,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.4,0.37333333333333335,0.053333333333333344,1,0.4,0.4545454545454545,0.5384615384615385,0.5,0.42857142857142855,0.4643156843156843,0.04955924642353795,2,RandomForestClassifier,,,gini,,balanced,sqrt,,,,, -0.36135063171386717,0.009637404374659934,0.025317955017089843,0.0015424616067835155,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'log2'}",0.38461538461538464,0.7142857142857143,0.6363636363636364,1.0,0.5454545454545454,0.6561438561438562,0.20395519840485632,6,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.4,0.37333333333333335,0.053333333333333344,1,0.3571428571428571,0.4545454545454545,0.5384615384615385,0.5,0.4615384615384615,0.4623376623376624,0.06056500715509344,3,RandomForestClassifier,,,gini,,balanced,log2,,,,, -0.4311647891998291,0.05124491905966447,0.04642171859741211,0.009395847705442925,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.4,0.7142857142857143,0.5833333333333334,1.0,0.5454545454545454,0.6486147186147186,0.20223612661896123,7,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.4,0.36,0.0679869268479038,4,0.32,0.4545454545454545,0.5185185185185186,0.5,0.4615384615384615,0.4509204869204869,0.06963382533053601,4,RandomForestClassifier,,,entropy,,balanced,sqrt,,,,, -0.46980533599853513,0.030090435922691908,0.04649930000305176,0.012990290716060192,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'log2'}",0.45454545454545453,0.7142857142857143,0.6363636363636364,1.0,0.5454545454545454,0.6701298701298701,0.18650725268588306,2,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.4,0.37333333333333335,0.053333333333333344,1,0.3846153846153846,0.4545454545454545,0.5384615384615385,0.5,0.4615384615384615,0.46783216783216786,0.05131171000795568,1,RandomForestClassifier,,,entropy,,balanced,log2,,,,, -0.598529577255249,0.023197757524415788,0.03154630661010742,0.005574789555998332,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'sqrt'}",0.36363636363636365,0.7142857142857143,0.6666666666666666,1.0,0.6,0.6689177489177489,0.20475602894656475,3,0.26666666666666666,0.3333333333333333,0.4,0.26666666666666666,0.4,0.3333333333333333,0.059628479399994404,6,0.30769230769230765,0.4545454545454545,0.5,0.4210526315789474,0.48,0.4326580787633419,0.0678327051275084,6,RandomForestClassifier,,,gini,,balanced_subsample,sqrt,,,,, -0.5289793491363526,0.010504648628268822,0.036989450454711914,0.00545908632133202,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'log2'}",0.36363636363636365,0.6666666666666666,0.6363636363636364,1.0,0.45454545454545453,0.6242424242424243,0.21902195151021397,8,0.26666666666666666,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.07302967433402216,6,0.30769230769230765,0.3809523809523809,0.5384615384615385,0.5,0.3846153846153846,0.42234432234432234,0.08461142023283687,8,RandomForestClassifier,,,gini,,balanced_subsample,log2,,,,, -0.49948844909667967,0.023092126363201224,0.026773977279663085,0.007463605868188198,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.4444444444444444,0.7142857142857143,0.7,1.0,0.5,0.6717460317460316,0.19571473628599378,1,0.26666666666666666,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.3466666666666666,0.06531972647421809,5,0.33333333333333337,0.4545454545454545,0.56,0.5,0.4,0.44957575757575763,0.07839754123690777,5,RandomForestClassifier,,,entropy,,balanced_subsample,sqrt,,,,, -0.32031803131103515,0.06792441531506792,0.012683725357055664,0.0012122226749683757,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'log2'}",0.4,0.6666666666666666,0.7,1.0,0.5454545454545454,0.6624242424242424,0.19896518330844307,5,0.26666666666666666,0.26666666666666666,0.4666666666666667,0.26666666666666666,0.4,0.3333333333333333,0.08432740427115679,6,0.32,0.3809523809523809,0.56,0.4210526315789474,0.4615384615384615,0.42870869481395796,0.08058791664598104,7,RandomForestClassifier,,,entropy,,balanced_subsample,log2,,,,, -0.010349035263061523,0.0016575815803703661,0.0035808563232421877,0.00020833699199224057,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5555555555555556,0.6666666666666666,0.35714285714285715,1.0,0.8,0.675873015873016,0.21753885732660264,19,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.4,0.26666666666666666,0.32,0.0498887651569859,66,0.4166666666666667,0.3809523809523809,0.3448275862068965,0.5714285714285715,0.4,0.4227750410509031,0.07807538336839297,47,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,lbfgs -0.453977108001709,0.07806692943740998,0.008745431900024414,0.006618625374462121,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.625,0.6666666666666666,0.5454545454545454,0.8333333333333334,0.75,0.6840909090909091,0.09963201347135515,16,0.3333333333333333,0.26666666666666666,0.4,0.3333333333333333,0.2,0.30666666666666664,0.06798692684790379,82,0.43478260869565216,0.3809523809523809,0.4615384615384615,0.47619047619047616,0.31578947368421056,0.41385068021223625,0.05881635588913071,60,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,sgd -0.5514770030975342,0.029943522268294772,0.010374355316162109,0.005918081626940816,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.6666666666666666,0.4,1.0,0.75,0.6833333333333333,0.19607254893136988,17,0.4,0.26666666666666666,0.4,0.4,0.2,0.33333333333333337,0.08432740427115679,63,0.48,0.3809523809523809,0.4000000000000001,0.5714285714285715,0.31578947368421056,0.4296340852130326,0.08814883391598546,41,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,adam -0.028447294235229494,0.004073258033593885,0.0068871498107910155,0.004990905867655105,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5555555555555556,0.6666666666666666,0.35714285714285715,1.0,0.8,0.675873015873016,0.21753885732660264,19,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.4,0.26666666666666666,0.32,0.0498887651569859,66,0.4166666666666667,0.3809523809523809,0.3448275862068965,0.5714285714285715,0.4,0.4227750410509031,0.07807538336839297,47,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,lbfgs -0.2769899368286133,0.27566506482996894,0.009983587265014648,0.004982788647827223,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.3125,0.4375,0.0,0.203125,0.015151515151515152,0.19365530303030304,0.16913896776177517,98,0.3333333333333333,0.4666666666666667,0.0,0.8666666666666667,0.06666666666666667,0.3466666666666667,0.31098410105841606,60,0.3225806451612903,0.45161290322580644,0.0,0.32911392405063294,0.024691358024691357,0.22559976609248417,0.18025640230122605,97,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,sgd -0.5448771953582764,0.1943120509724681,0.007411527633666992,0.0050508838522379425,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5555555555555556,0.6666666666666666,0.46153846153846156,0.8,0.75,0.6467521367521367,0.12422764528485868,38,0.3333333333333333,0.26666666666666666,0.4,0.26666666666666666,0.2,0.29333333333333333,0.06798692684790379,88,0.4166666666666667,0.3809523809523809,0.42857142857142855,0.4,0.31578947368421056,0.38839598997493735,0.03968642991967591,75,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,adam -0.03334970474243164,0.009965502974616743,0.00838766098022461,0.0043859937458736375,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5555555555555556,0.6666666666666666,0.35714285714285715,1.0,0.8,0.675873015873016,0.21753885732660264,19,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.4,0.26666666666666666,0.32,0.0498887651569859,66,0.4166666666666667,0.3809523809523809,0.3448275862068965,0.5714285714285715,0.4,0.4227750410509031,0.07807538336839297,47,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,lbfgs -0.6266507625579834,0.11719675916430047,0.003439664840698242,0.00018515820787883897,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.6666666666666666,0.5454545454545454,1.0,0.75,0.6924242424242424,0.17731804652518537,8,0.26666666666666666,0.26666666666666666,0.4,0.3333333333333333,0.2,0.29333333333333333,0.06798692684790379,88,0.3478260869565218,0.3809523809523809,0.4615384615384615,0.5,0.31578947368421056,0.40122128062631496,0.06921830155777237,70,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,sgd -0.5914751052856445,0.0928770153359242,0.008069467544555665,0.005613517979550627,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5555555555555556,0.6666666666666666,0.46153846153846156,1.0,0.75,0.6867521367521368,0.18464110298860795,11,0.3333333333333333,0.26666666666666666,0.4,0.3333333333333333,0.2,0.30666666666666664,0.06798692684790379,82,0.4166666666666667,0.3809523809523809,0.42857142857142855,0.5,0.31578947368421056,0.4083959899749373,0.06032555943190128,64,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,adam -0.04617166519165039,0.018199317076986323,0.016730356216430663,0.022017097510838596,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5555555555555556,0.6666666666666666,0.35714285714285715,1.0,0.8,0.675873015873016,0.21753885732660264,19,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.4,0.26666666666666666,0.32,0.0498887651569859,66,0.4166666666666667,0.3809523809523809,0.3448275862068965,0.5714285714285715,0.4,0.4227750410509031,0.07807538336839297,47,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,lbfgs -0.5393004894256592,0.07944680665582857,0.010284996032714844,0.00555518409531962,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.625,0.6666666666666666,0.5,0.8333333333333334,0.8,0.6849999999999999,0.12115187896924168,13,0.3333333333333333,0.26666666666666666,0.4,0.3333333333333333,0.26666666666666666,0.31999999999999995,0.04988876515698589,75,0.43478260869565216,0.3809523809523809,0.4444444444444445,0.47619047619047616,0.4,0.42727398205659073,0.03356661578726321,44,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,sgd -0.32065253257751464,0.029663058075381565,0.00786123275756836,0.005134222943028082,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5555555555555556,0.6666666666666666,0.38461538461538464,1.0,0.75,0.6713675213675214,0.2048627199370741,27,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.2,0.29333333333333333,0.05333333333333332,88,0.4166666666666667,0.3809523809523809,0.3571428571428571,0.5,0.31578947368421056,0.3941102756892231,0.06228208850566274,72,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,adam -0.029514217376708986,0.0066634060185762,0.009618377685546875,0.004996579061026707,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5555555555555556,0.6666666666666666,0.35714285714285715,1.0,0.75,0.665873015873016,0.2126984126984127,31,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.4,0.2,0.3066666666666667,0.06798692684790379,78,0.4166666666666667,0.3809523809523809,0.3448275862068965,0.5714285714285715,0.31578947368421056,0.4059329357877452,0.08942902663233454,66,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,lbfgs -0.3698885440826416,0.22046376226319317,0.007820034027099609,0.005202690809072104,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.11904761904761904,0.09090909090909091,0.20833333333333334,0.11627906976744186,0.3783783783783784,0.1825894982871727,0.10567494599480791,100,0.6666666666666666,0.3333333333333333,0.6666666666666666,0.3333333333333333,0.9333333333333333,0.5866666666666667,0.2286190426597633,3,0.20202020202020202,0.14285714285714288,0.3174603174603175,0.1724137931034483,0.5384615384615385,0.2746425987805298,0.14458626323525003,91,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,sgd -0.36319475173950194,0.03040434739782187,0.00673065185546875,0.006292091952459081,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.6666666666666666,0.38461538461538464,1.0,0.75,0.6802564102564103,0.2005639648853188,18,0.4,0.26666666666666666,0.3333333333333333,0.4,0.2,0.31999999999999995,0.07774602526460402,75,0.48,0.3809523809523809,0.3571428571428571,0.5714285714285715,0.31578947368421056,0.4210626566416041,0.09258567578807572,55,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,adam -0.04221620559692383,0.005130156943761943,0.006077766418457031,0.004716728281398135,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5555555555555556,0.6666666666666666,0.35714285714285715,1.0,0.8,0.675873015873016,0.21753885732660264,19,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.4,0.26666666666666666,0.32,0.0498887651569859,66,0.4166666666666667,0.3809523809523809,0.3448275862068965,0.5714285714285715,0.4,0.4227750410509031,0.07807538336839297,47,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,lbfgs -0.6072043895721435,0.07425580676158973,0.0038990020751953126,0.0004589073626274009,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.625,0.6666666666666666,0.46153846153846156,0.8,0.75,0.6606410256410257,0.11692251461853094,33,0.3333333333333333,0.26666666666666666,0.4,0.26666666666666666,0.2,0.29333333333333333,0.06798692684790379,88,0.43478260869565216,0.3809523809523809,0.42857142857142855,0.4,0.31578947368421056,0.3920191783807344,0.04280633916480106,73,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,sgd -0.3264514446258545,0.04940374848131975,0.00986618995666504,0.005181053079380865,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5555555555555556,0.6666666666666666,0.38461538461538464,1.0,0.75,0.6713675213675214,0.2048627199370741,27,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.4,0.2,0.3066666666666667,0.06798692684790379,78,0.4166666666666667,0.3809523809523809,0.3571428571428571,0.5714285714285715,0.31578947368421056,0.40839598997493737,0.08786811579767194,62,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,adam -0.0575040340423584,0.006977591930634211,0.0056384563446044925,0.004246843837852301,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5555555555555556,0.6666666666666666,0.35714285714285715,1.0,0.8,0.675873015873016,0.21753885732660264,19,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.4,0.26666666666666666,0.32,0.0498887651569859,66,0.4166666666666667,0.3809523809523809,0.3448275862068965,0.5714285714285715,0.4,0.4227750410509031,0.07807538336839297,47,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,lbfgs -0.4780884742736816,0.05407449654404521,0.008977365493774415,0.006467288799369128,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.625,0.6666666666666666,0.5,1.0,0.75,0.7083333333333333,0.16666666666666669,6,0.3333333333333333,0.26666666666666666,0.4,0.3333333333333333,0.2,0.30666666666666664,0.06798692684790379,82,0.43478260869565216,0.3809523809523809,0.4444444444444445,0.5,0.31578947368421056,0.4151937815553376,0.06242612923073009,59,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,sgd -0.26635046005249025,0.03214648553033984,0.010258245468139648,0.004952581921856472,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.6666666666666666,0.38461538461538464,0.8333333333333334,0.75,0.6469230769230769,0.15282051282051284,37,0.4,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.2,0.30666666666666664,0.06798692684790379,82,0.48,0.3809523809523809,0.3571428571428571,0.47619047619047616,0.31578947368421056,0.402015037593985,0.06553723522891196,69,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,adam -0.08178672790527344,0.005064419445679861,0.006240701675415039,0.004664830685785834,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,0.6666666666666666,0.35714285714285715,1.0,0.8,0.6847619047619048,0.21330782160382591,14,0.4,0.26666666666666666,0.3333333333333333,0.4,0.26666666666666666,0.3333333333333333,0.059628479399994404,65,0.48,0.3809523809523809,0.3448275862068965,0.5714285714285715,0.4,0.43544170771756974,0.08113444263380784,35,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,lbfgs -2.7100707054138184,1.0963736209014925,0.012281703948974609,0.006878156323618809,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0759493670886076,0.25,0.2564102564102564,0.12173913043478261,0.2631578947368421,0.1934513297340977,0.07870188627399516,99,0.4,0.13333333333333333,0.6666666666666666,0.9333333333333333,0.3333333333333333,0.49333333333333335,0.278408173570948,9,0.1276595744680851,0.1739130434782609,0.37037037037037035,0.2153846153846154,0.29411764705882354,0.23628905015203103,0.08654486887225782,95,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,sgd -0.25525355339050293,0.036589338754611206,0.011386632919311523,0.006276067426736977,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5555555555555556,0.6666666666666666,0.38461538461538464,1.0,0.75,0.6713675213675214,0.2048627199370741,27,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.4,0.2,0.3066666666666667,0.06798692684790379,78,0.4166666666666667,0.3809523809523809,0.3571428571428571,0.5714285714285715,0.31578947368421056,0.40839598997493737,0.08786811579767194,62,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,adam -0.07731022834777831,0.005648071300767265,0.010433626174926759,0.005304716592398559,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5555555555555556,0.6666666666666666,0.35714285714285715,1.0,0.8,0.675873015873016,0.21753885732660264,19,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.4,0.26666666666666666,0.32,0.0498887651569859,66,0.4166666666666667,0.3809523809523809,0.3448275862068965,0.5714285714285715,0.4,0.4227750410509031,0.07807538336839297,47,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,lbfgs -0.700868034362793,0.041770681509354514,0.005670022964477539,0.004019017600286636,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.5,0.6666666666666666,0.75,0.65,0.0816496580927726,36,0.4,0.26666666666666666,0.4,0.26666666666666666,0.2,0.3066666666666667,0.08,78,0.5,0.3809523809523809,0.4444444444444445,0.3809523809523809,0.31578947368421056,0.40442773600668336,0.06276037083446785,67,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,sgd -0.2490483283996582,0.0547530047541488,0.012319469451904297,0.004339916921250183,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.6666666666666666,0.35714285714285715,1.0,0.75,0.6747619047619048,0.20879527018734814,26,0.4,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.2,0.30666666666666664,0.06798692684790379,82,0.48,0.3809523809523809,0.3448275862068965,0.5,0.31578947368421056,0.40431388816869757,0.07321908442730321,68,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,adam -0.17083935737609862,0.04312650616187447,0.008408641815185547,0.005649219436829505,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4583333333333333,0.4,0.26666666666666666,0.9,0.45,0.495,0.21380156947766102,66,0.7333333333333333,0.26666666666666666,0.26666666666666666,0.6,0.6,0.49333333333333335,0.19136933459209762,9,0.5641025641025641,0.32,0.26666666666666666,0.7200000000000001,0.5142857142857143,0.47701098901098904,0.16547821105532687,18,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,lbfgs -0.9417163372039795,0.14210770991663174,0.005730295181274414,0.004061417085646811,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,sgd -0.7729363918304444,0.2093358121087356,0.005760622024536133,0.003977332938243535,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.7142857142857143,0.0,0.0,0.75,0.41785714285714287,0.34360038488016265,82,0.3333333333333333,0.3333333333333333,0.0,0.0,0.2,0.17333333333333334,0.14966629547095764,100,0.43478260869565216,0.4545454545454545,0.0,0.0,0.31578947368421056,0.24102350738506345,0.20243953329371833,93,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,adam -0.12862057685852052,0.03509468375437773,0.005615758895874024,0.00400336396206486,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3333333333333333,0.35714285714285715,0.46153846153846156,0.45454545454545453,0.4074074074074074,0.4027935027935028,0.051106201959499456,84,0.6,0.3333333333333333,0.4,0.3333333333333333,0.7333333333333333,0.48,0.16,14,0.42857142857142855,0.3448275862068965,0.42857142857142855,0.3846153846153846,0.5238095238095238,0.42207907035493236,0.0596736225526241,54,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,lbfgs -0.2056899070739746,0.17978236435130623,0.0059678077697753905,0.004670036301356039,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.1,0.1,0.0,0.0,1.0,0.24,0.38262252939417984,94,1.0,1.0,0.0,0.0,0.13333333333333333,0.42666666666666664,0.4706496691926077,32,0.18181818181818182,0.18181818181818182,0.0,0.0,0.23529411764705882,0.11978609625668449,0.09973512921390175,102,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,sgd -0.8756141662597656,0.061261456549928414,0.010695409774780274,0.00581249246326843,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.0,0.5454545454545454,0.0,0.0,0.23409090909090907,0.2878030203323042,95,0.3333333333333333,0.0,0.4,0.0,0.0,0.14666666666666667,0.1808621328833405,101,0.43478260869565216,0.0,0.4615384615384615,0.0,0.0,0.17926421404682275,0.21971589660939925,99,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,adam -0.17612724304199218,0.05850291143019788,0.005764961242675781,0.004101721934336812,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.2,0.3333333333333333,0.4117647058823529,0.7,0.391304347826087,0.4072804774083546,0.16394721123532693,83,0.2,0.4,0.4666666666666667,0.4666666666666667,0.6,0.42666666666666675,0.13063945294843615,30,0.20000000000000004,0.3636363636363636,0.43749999999999994,0.56,0.47368421052631576,0.4069641148325359,0.12125628433484961,65,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,lbfgs -0.9806727409362793,0.133704553953977,0.006217432022094726,0.004390191214334882,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,sgd -0.9238236427307129,0.12600605925245725,0.008696556091308594,0.006043023680087118,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.6666666666666666,0.625,0.0,0.0,0.3833333333333333,0.3133599279493861,87,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.0,0.0,0.18666666666666668,0.15434449203720302,99,0.43478260869565216,0.3809523809523809,0.43478260869565216,0.0,0.0,0.250103519668737,0.2051524786339319,92,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,adam -0.14288363456726075,0.019982591423035916,0.01025857925415039,0.005448101582367772,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.2,0.3333333333333333,0.4,0.5555555555555556,0.36363636363636365,0.37050505050505056,0.11455525228437205,91,0.2,0.13333333333333333,0.4,0.3333333333333333,0.5333333333333333,0.32,0.14236104336041747,66,0.20000000000000004,0.19047619047619044,0.4000000000000001,0.4166666666666667,0.43243243243243246,0.32791505791505793,0.10885648610136599,84,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,lbfgs -1.7090065002441406,0.11986488057930314,0.007382488250732422,0.006559957107683328,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,1.0,1.0,1.0,1.0,0.8,0.4000000000000001,2,0.0,0.06666666666666667,0.13333333333333333,0.06666666666666667,0.13333333333333333,0.08,0.049888765156985884,103,0.0,0.125,0.23529411764705882,0.125,0.23529411764705882,0.14411764705882352,0.08732372258413837,101,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,sgd -0.7930942058563233,0.09622516290128141,0.006729984283447265,0.005480274663274725,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.6666666666666666,0.5384615384615384,0.8333333333333334,0.75,0.6576923076923077,0.12532666061384554,34,0.4,0.4,0.4666666666666667,0.3333333333333333,0.2,0.36,0.09043106644167025,55,0.4444444444444445,0.5,0.5,0.47619047619047616,0.31578947368421056,0.44728487886382623,0.06883663443349838,28,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,adam -0.18430500030517577,0.03309863394171282,0.006905412673950196,0.005698021595719593,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3157894736842105,0.4166666666666667,0.38461538461538464,0.6923076923076923,0.4117647058823529,0.4442287846312614,0.12915660668169232,77,0.4,0.3333333333333333,0.3333333333333333,0.6,0.4666666666666667,0.42666666666666664,0.09977753031397177,32,0.35294117647058826,0.3703703703703704,0.3571428571428571,0.6428571428571429,0.43749999999999994,0.4321623093681917,0.10967493208121648,38,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,lbfgs -1.0380480289459229,0.6075648979766831,0.010214567184448242,0.00524119992300999,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,1.0,0.0,0.1111111111111111,0.0,0.22222222222222224,0.39126259692575577,96,0.0,0.06666666666666667,0.0,0.06666666666666667,0.0,0.026666666666666665,0.032659863237109045,104,0.0,0.125,0.0,0.08333333333333334,0.0,0.04166666666666667,0.052704627669472995,103,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,sgd -0.7597831726074219,0.0908429605138514,0.011259651184082032,0.006146281728493754,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5384615384615384,0.6666666666666666,0.5384615384615384,0.8333333333333334,0.75,0.6653846153846155,0.11626445178209883,32,0.4666666666666667,0.4,0.4666666666666667,0.3333333333333333,0.2,0.37333333333333335,0.09977753031397177,53,0.5,0.5,0.5,0.47619047619047616,0.31578947368421056,0.45839598997493736,0.07189706972992553,24,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,adam -0.1467899799346924,0.01535181478626899,0.005902624130249024,0.004127688427946132,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.23529411764705882,0.6,0.5454545454545454,0.6363636363636364,0.42857142857142855,0.4891367456073338,0.1450809088153022,67,0.26666666666666666,0.4,0.4,0.4666666666666667,0.6,0.42666666666666675,0.1083205120618128,30,0.25,0.48,0.4615384615384615,0.5384615384615385,0.5,0.446,0.10127050891711449,31,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,lbfgs -1.8620198249816895,0.12144910615193462,0.00612344741821289,0.004066361408930863,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,1.0,1.0,1.0,1.0,0.9333333333333332,0.13333333333333336,1,0.13333333333333333,0.06666666666666667,0.2,0.13333333333333333,0.13333333333333333,0.13333333333333333,0.04216370213557839,102,0.2222222222222222,0.125,0.33333333333333337,0.23529411764705882,0.23529411764705882,0.23022875816993466,0.06605916335643151,96,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,sgd -0.7400102138519287,0.13109469986428288,0.015256786346435547,0.0009798457091004555,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.6666666666666666,0.5384615384615384,0.8333333333333334,0.75,0.6576923076923077,0.12532666061384554,34,0.4,0.4,0.4666666666666667,0.3333333333333333,0.2,0.36,0.09043106644167025,55,0.4444444444444445,0.5,0.5,0.47619047619047616,0.31578947368421056,0.44728487886382623,0.06883663443349838,28,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,adam -0.9557471752166748,0.25555173145564697,0.006312799453735351,0.00415644433576637,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3333333333333333,0.3333333333333333,0.375,0.5555555555555556,0.3333333333333333,0.38611111111111107,0.08624541497922238,86,0.3333333333333333,0.26666666666666666,0.4,0.3333333333333333,0.4666666666666667,0.36,0.0679869268479038,55,0.3333333333333333,0.2962962962962963,0.38709677419354843,0.4166666666666667,0.3888888888888889,0.36445639187574674,0.0434738772551313,80,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,lbfgs -0.5691053867340088,0.021303781527309523,0.0063803672790527345,0.004161376520886396,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,sgd -2.253645420074463,0.6052155355797009,0.013149404525756836,0.003499187570993122,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.4666666666666667,0.75,0.47058823529411764,0.8571428571428571,0.9,0.6888795518207284,0.18635973703694295,9,0.4666666666666667,0.4,0.5333333333333333,0.4,0.6,0.48,0.07774602526460399,14,0.4666666666666667,0.5217391304347827,0.5,0.5454545454545455,0.7200000000000001,0.550772068511199,0.08849949367213529,1,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,adam -0.8238837718963623,0.2346253926512464,0.012573766708374023,0.0040654564844968405,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4166666666666667,0.2727272727272727,0.5333333333333333,0.5714285714285714,0.4375,0.44633116883116875,0.10422573745358968,75,0.3333333333333333,0.2,0.5333333333333333,0.5333333333333333,0.4666666666666667,0.4133333333333334,0.12927146286443544,38,0.3703703703703704,0.23076923076923075,0.5333333333333333,0.5517241379310344,0.45161290322580644,0.4275619951259551,0.11762698152881491,43,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,lbfgs -1.2722431659698485,0.9812251663677293,0.013536405563354493,0.004912930440957978,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.10067114093959731,0.0,0.020134228187919462,0.040268456375838924,104,0.0,0.0,0.0,1.0,0.0,0.2,0.4,98,0.0,0.0,0.0,0.18292682926829268,0.0,0.036585365853658534,0.07317073170731707,104,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,sgd -4.4592869758605955,3.9181891863674445,0.012100601196289062,0.007262393480251166,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5384615384615384,0.6666666666666666,0.4444444444444444,0.6666666666666666,0.4444444444444444,0.5521367521367522,0.09961574211510062,51,0.4666666666666667,0.4,0.5333333333333333,0.4,0.5333333333333333,0.4666666666666666,0.059628479399994376,20,0.5,0.5,0.4848484848484848,0.5,0.4848484848484848,0.49393939393939396,0.007422696190252075,8,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,adam -0.9527738571166993,0.20372927717738415,0.00690617561340332,0.004976126597691379,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3076923076923077,0.5833333333333334,0.2857142857142857,0.6153846153846154,0.47058823529411764,0.45254255548373196,0.1362076917670877,73,0.26666666666666666,0.4666666666666667,0.26666666666666666,0.5333333333333333,0.5333333333333333,0.4133333333333333,0.12220201853215573,43,0.28571428571428575,0.5185185185185186,0.2758620689655172,0.5714285714285715,0.5,0.43030468892537865,0.1243494864411296,39,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,lbfgs -0.8857031345367432,0.03301171475057189,0.00428156852722168,0.0006977100689049209,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,0.0,0.0,0.0,0.0,0.0,0.0,0.0,105,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,sgd -6.326808309555053,4.9123950363641935,0.008012056350708008,0.004901009694212453,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.46153846153846156,0.6666666666666666,0.47058823529411764,0.8571428571428571,0.4444444444444444,0.5800761330173095,0.160436046066924,48,0.4,0.4,0.5333333333333333,0.4,0.5333333333333333,0.4533333333333333,0.06531972647421806,23,0.42857142857142855,0.5,0.5,0.5454545454545455,0.4848484848484848,0.4917748917748918,0.0375751590911303,9,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,adam -0.13648319244384766,0.03418573085243304,0.0077936649322509766,0.005043919984465352,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3333333333333333,0.4117647058823529,0.3125,0.4444444444444444,0.36666666666666664,0.3737418300653595,0.04874026068959179,88,0.4666666666666667,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.7333333333333333,0.4533333333333333,0.15999999999999998,23,0.3888888888888889,0.43749999999999994,0.3225806451612903,0.33333333333333337,0.4888888888888889,0.39423835125448026,0.06277445232700549,71,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,lbfgs -0.7076374053955078,0.08949172316874042,0.008129024505615234,0.004704230599594558,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.46153846153846156,0.4166666666666667,0.5384615384615384,0.6666666666666666,0.8571428571428571,0.588095238095238,0.15901444439846263,47,0.4,0.3333333333333333,0.4666666666666667,0.26666666666666666,0.4,0.37333333333333335,0.0679869268479038,53,0.42857142857142855,0.3703703703703704,0.5,0.3809523809523809,0.5454545454545455,0.44506974506974506,0.0679082741116484,32,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,sgd -0.8699336051940918,0.11328317061724637,0.005717134475708008,0.004222946503895015,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5454545454545454,0.6666666666666666,0.5,1.0,0.7142857142857143,0.6852813852813853,0.17556554455145817,12,0.4,0.26666666666666666,0.5333333333333333,0.4,0.6666666666666666,0.4533333333333333,0.13597385369580758,23,0.4615384615384615,0.3809523809523809,0.5161290322580646,0.5714285714285715,0.689655172413793,0.5239407237182544,0.10403567196128483,2,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,adam -0.15904731750488282,0.035005457760550494,0.005783605575561524,0.004019216149041555,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.36363636363636365,0.15384615384615385,0.38461538461538464,0.5384615384615384,0.42105263157894735,0.37232241442767755,0.12484813465199991,90,0.5333333333333333,0.13333333333333333,0.3333333333333333,0.4666666666666667,0.5333333333333333,0.4,0.1520233900132184,47,0.43243243243243246,0.14285714285714288,0.3571428571428571,0.5,0.47058823529411764,0.38060413354531003,0.12815049522436545,77,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,lbfgs -0.13041439056396484,0.06857496078630912,0.007904958724975587,0.005010880600911454,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.2127659574468085,0.42857142857142855,0.08695652173913043,0.18181818181818182,0.07258064516129033,0.19653854694736797,0.12782257845917902,97,0.6666666666666666,0.6,0.26666666666666666,0.8,0.6,0.5866666666666667,0.1758787461103056,3,0.3225806451612903,0.5,0.13114754098360656,0.2962962962962963,0.12949640287769784,0.2759041770637782,0.13798781764321322,90,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,sgd -1.0057045459747314,0.24178472287836983,0.0061229228973388675,0.004093446328405011,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.7142857142857143,0.4666666666666667,0.8333333333333334,0.6363636363636364,0.6301298701298702,0.13569577398827917,41,0.4666666666666667,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.4666666666666667,0.4133333333333333,0.06531972647421809,43,0.4827586206896552,0.4545454545454545,0.4666666666666667,0.47619047619047616,0.5384615384615385,0.48372455131075826,0.028969722776711625,14,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,adam -0.16525874137878419,0.03759739017400889,0.009830808639526368,0.0050933395764378745,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3684210526315789,0.5,0.3157894736842105,0.5555555555555556,0.47058823529411764,0.4420708634330925,0.08765738387082452,78,0.4666666666666667,0.4,0.4,0.3333333333333333,0.5333333333333333,0.42666666666666664,0.06798692684790379,32,0.4117647058823529,0.4444444444444445,0.35294117647058826,0.4166666666666667,0.5,0.42516339869281056,0.04783313585237121,45,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,lbfgs -0.7949723243713379,0.07206408877290828,0.006698465347290039,0.004410788328615281,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5454545454545454,0.6,0.5,0.7142857142857143,0.8,0.6319480519480519,0.1103929716829736,40,0.4,0.2,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.33333333333333337,0.09428090415820634,63,0.4615384615384615,0.3,0.4827586206896552,0.4545454545454545,0.4,0.41976850735471427,0.06581368967529205,57,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,sgd -0.9957651615142822,0.16760140969620155,0.010638618469238281,0.007904795871266069,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.46153846153846156,0.7142857142857143,0.5,0.7142857142857143,0.7,0.618021978021978,0.11284510459351316,42,0.4,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.4666666666666667,0.4,0.059628479399994404,47,0.42857142857142855,0.4545454545454545,0.4827586206896552,0.4545454545454545,0.56,0.47608419167039856,0.04532484515476527,19,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,adam -0.10504474639892578,0.008725532127079211,0.008563041687011719,0.005824570890042706,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.25,0.35294117647058826,0.375,0.7272727272727273,0.42857142857142855,0.42675706646294886,0.1610488089931746,80,0.2,0.4,0.4,0.5333333333333333,0.6,0.42666666666666664,0.13727506854649332,32,0.22222222222222224,0.37500000000000006,0.38709677419354843,0.6153846153846153,0.5,0.41994072236007723,0.13175644349403748,56,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,lbfgs -0.8844314098358155,0.10090906129404245,0.005774116516113282,0.004129467647711,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.625,0.46153846153846156,0.8333333333333334,0.75,0.633974358974359,0.14210542335814458,39,0.3333333333333333,0.3333333333333333,0.4,0.3333333333333333,0.2,0.31999999999999995,0.06531972647421809,75,0.4,0.43478260869565216,0.42857142857142855,0.47619047619047616,0.31578947368421056,0.4110667974283535,0.053498014498109786,61,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,sgd -5.36816782951355,0.43747991052884605,0.006245613098144531,0.004654715012192556,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.3333333333333333,0.42857142857142855,0.4375,0.6666666666666666,0.6111111111111112,0.4954365079365079,0.12393982256333919,65,0.3333333333333333,0.2,0.4666666666666667,0.4,0.7333333333333333,0.42666666666666664,0.1768866554856213,32,0.3333333333333333,0.27272727272727276,0.45161290322580644,0.5,0.6666666666666666,0.4448680351906158,0.13736964113883263,33,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,adam -0.09339337348937989,0.008992438306482806,0.009930562973022462,0.005125126725357191,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35294117647058826,0.42857142857142855,0.5384615384615384,0.7,0.5714285714285714,0.5182805429864252,0.11969860307617912,60,0.4,0.4,0.4666666666666667,0.4666666666666667,0.5333333333333333,0.4533333333333333,0.04988876515698587,23,0.37500000000000006,0.4137931034482759,0.5,0.56,0.5517241379310344,0.4801034482758621,0.07396303347650343,16,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,lbfgs -0.48249502182006837,0.20630877483019525,0.004240560531616211,0.0007906740930002966,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.03571428571428571,0.08403361344537816,0.3333333333333333,0.0,0.08928571428571429,0.10847338935574229,0.11712201098664404,103,0.26666666666666666,0.6666666666666666,0.7333333333333333,0.0,0.3333333333333333,0.39999999999999997,0.2699794230842211,49,0.06299212598425197,0.1492537313432836,0.45833333333333326,0.0,0.14084507042253522,0.16228485221668082,0.15777806962168892,100,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,sgd -5.771604251861572,0.13511438793341232,0.006529998779296875,0.004115458506957085,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.38461538461538464,0.5555555555555556,0.3888888888888889,0.8,0.5625,0.5383119658119658,0.15186370508518587,54,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.5333333333333333,0.6,0.4533333333333333,0.10666666666666667,23,0.3571428571428571,0.4166666666666667,0.42424242424242425,0.64,0.5806451612903225,0.48373942186845414,0.10758571283223159,13,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,adam -0.10952024459838867,0.0095232643641412,0.0081268310546875,0.005516304668874177,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4,0.38461538461538464,0.5,0.6363636363636364,0.4375,0.47169580419580426,0.09144316627190727,70,0.4,0.3333333333333333,0.6666666666666666,0.4666666666666667,0.4666666666666667,0.4666666666666667,0.11155467020454339,18,0.4000000000000001,0.3571428571428571,0.5714285714285715,0.5384615384615385,0.45161290322580644,0.46372917405175473,0.080935704212488,23,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,lbfgs -1.1637707233428956,0.08587309395308663,0.004861783981323242,0.0009208715865631872,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6,0.75,0.4666666666666667,0.6666666666666666,0.6,0.6166666666666667,0.09309493362512627,43,0.4,0.4,0.4666666666666667,0.26666666666666666,0.2,0.3466666666666666,0.09797958971132713,61,0.48,0.5217391304347827,0.4666666666666667,0.3809523809523809,0.3,0.429871635610766,0.07945577265942705,40,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,sgd -5.320261287689209,0.2744302006353509,0.011593198776245118,0.013740352410944935,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.35294117647058826,0.6666666666666666,0.3888888888888889,0.6363636363636364,0.6153846153846154,0.532048996754879,0.13305841889394035,55,0.4,0.4,0.4666666666666667,0.4666666666666667,0.5333333333333333,0.4533333333333333,0.04988876515698587,23,0.37500000000000006,0.5,0.42424242424242425,0.5384615384615385,0.5714285714285715,0.48182650682650685,0.07251780715270527,15,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,adam -0.31928601264953616,0.03991776705107009,0.006616353988647461,0.00457291988158797,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.4090909090909091,0.4117647058823529,0.6666666666666666,0.5294117647058824,0.5033868092691621,0.0944832336805939,63,0.6666666666666666,0.6,0.4666666666666667,0.4,0.6,0.5466666666666666,0.0979795897113271,5,0.5714285714285715,0.4864864864864865,0.43749999999999994,0.5,0.5625,0.5115830115830116,0.04985243239230269,3,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,lbfgs -1.3822794437408448,0.14655886319544895,0.014507579803466796,0.007884896923423462,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.46153846153846156,0.625,0.4666666666666667,1.0,0.8,0.6706410256410257,0.20621522877461482,30,0.4,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.36,0.0679869268479038,55,0.42857142857142855,0.43478260869565216,0.4666666666666667,0.5,0.4,0.4460041407867495,0.03431820506697928,30,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,sgd -6.487789916992187,0.46654334142092885,0.010958194732666016,0.006385584748668578,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.4,0.5384615384615384,0.5,0.75,0.47058823529411764,0.5318099547511312,0.11813972721959155,56,0.5333333333333333,0.4666666666666667,0.5333333333333333,0.4,0.5333333333333333,0.4933333333333333,0.053333333333333316,12,0.4571428571428572,0.5,0.5161290322580646,0.5217391304347827,0.5,0.4990022039671409,0.022647261127579137,6,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,adam -0.30187463760375977,0.04856361643349684,0.012025976181030273,0.006367340032569675,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35714285714285715,0.47058823529411764,0.38095238095238093,0.75,0.38095238095238093,0.4679271708683473,0.14626999318226103,71,0.3333333333333333,0.5333333333333333,0.5333333333333333,0.4,0.5333333333333333,0.4666666666666666,0.08432740427115679,20,0.3448275862068965,0.5,0.4444444444444444,0.5217391304347827,0.4444444444444444,0.45109112110611366,0.06125930970444777,26,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,lbfgs -2.9477330684661864,3.985234614031269,0.011776399612426759,0.006448744919059566,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",1.0,0.056338028169014086,0.3333333333333333,0.08333333333333333,0.6875,0.4321009389671361,0.36340877031027324,79,0.06666666666666667,0.26666666666666666,0.6666666666666666,0.8,0.7333333333333333,0.5066666666666666,0.28782710859897204,7,0.125,0.09302325581395349,0.4444444444444444,0.1509433962264151,0.7096774193548386,0.3046177031679303,0.238443038610793,88,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,sgd -6.994674634933472,0.559356755557612,0.015516376495361328,0.009086180241891645,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.3125,0.46153846153846156,0.5,0.8,0.5294117647058824,0.5206900452488687,0.1583415308641049,59,0.3333333333333333,0.4,0.5333333333333333,0.5333333333333333,0.6,0.48,0.09797958971132713,14,0.3225806451612903,0.42857142857142855,0.5161290322580646,0.64,0.5625,0.4939562211981567,0.10969359840780514,7,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,adam -0.38342885971069335,0.062020310635381534,0.009551143646240235,0.0055959519365646635,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4375,0.5,0.5333333333333333,0.5,0.5714285714285714,0.5084523809523809,0.04418639656866529,62,0.4666666666666667,0.6,0.5333333333333333,0.4,0.5333333333333333,0.5066666666666666,0.06798692684790378,7,0.45161290322580644,0.5454545454545454,0.5333333333333333,0.4444444444444445,0.5517241379310344,0.5053138728778328,0.04719991084909349,4,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,lbfgs -2.1085361003875733,0.07817928932107154,0.009005594253540038,0.005018169712306246,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5384615384615384,0.75,0.5,1.0,0.8,0.7176923076923076,0.1827728567368889,4,0.4666666666666667,0.4,0.4,0.4,0.26666666666666666,0.3866666666666666,0.06531972647421809,50,0.5,0.5217391304347827,0.4444444444444445,0.5714285714285715,0.4,0.4875224292615597,0.05980401575782273,10,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,sgd -5.4652141571044925,0.2580553620249119,0.010002708435058594,0.005142539544786149,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.3333333333333333,0.6363636363636364,0.42105263157894735,0.7777777777777778,0.4666666666666667,0.5270388091440723,0.15951277379528264,57,0.4,0.4666666666666667,0.5333333333333333,0.4666666666666667,0.4666666666666667,0.4666666666666667,0.04216370213557838,18,0.3636363636363636,0.5384615384615385,0.47058823529411764,0.5833333333333334,0.4666666666666667,0.484537227478404,0.07456467266948752,11,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,adam -0.43399882316589355,0.2506739552204149,0.013925886154174805,0.0064135168945151574,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35294117647058826,0.21428571428571427,0.42105263157894735,0.4,0.3333333333333333,0.34432257113371667,0.07223864077539498,92,0.4,0.2,0.5333333333333333,0.4,0.4,0.3866666666666666,0.10666666666666666,50,0.37500000000000006,0.20689655172413796,0.47058823529411764,0.4000000000000001,0.3636363636363636,0.36322423013092386,0.08655249101006486,81,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,lbfgs -0.7543120861053467,0.11281068259096243,0.007587575912475586,0.00513457346944805,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.8,0.3333333333333333,1.0,0.75,0.71,0.2179704363236242,5,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.13333333333333333,0.2,0.22666666666666666,0.05333333333333333,97,0.3809523809523809,0.4,0.2962962962962963,0.23529411764705882,0.31578947368421056,0.32566645371598935,0.05951357804989743,85,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,sgd -0.7467775821685791,0.12483696157864745,0.00546417236328125,0.0039662015694835,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.46153846153846156,0.6,0.3076923076923077,0.6,0.8,0.5538461538461539,0.163685367117174,50,0.4,0.2,0.26666666666666666,0.2,0.5333333333333333,0.32,0.12927146286443544,66,0.42857142857142855,0.3,0.28571428571428575,0.3,0.64,0.39085714285714285,0.134951540811311,74,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,adam -0.1857703685760498,0.05862994620322876,0.011221933364868163,0.003937275572139893,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3684210526315789,0.2,0.23529411764705882,0.375,0.5,0.3357430340557276,0.10780117739314488,93,0.4666666666666667,0.13333333333333333,0.26666666666666666,0.2,0.4666666666666667,0.30666666666666664,0.13727506854649335,82,0.4117647058823529,0.16,0.25,0.26086956521739135,0.4827586206896552,0.3130785783578799,0.1171904499388189,86,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,lbfgs -0.12467899322509765,0.024048507666332368,0.0034990310668945312,8.804265816280734e-05,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.1271186440677966,0.27450980392156865,0.11206896551724138,0.0916030534351145,0.10416666666666667,0.14189342672167754,0.0673013020078785,102,1.0,0.9333333333333333,0.8666666666666667,0.8,1.0,0.9199999999999999,0.07774602526460399,1,0.22556390977443605,0.42424242424242425,0.19847328244274812,0.1643835616438356,0.18867924528301885,0.24026848467729253,0.09405258641535413,94,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,sgd -0.8101376056671142,0.15475945900759722,0.005749702453613281,0.004044791508822325,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.6,0.38461538461538464,0.7777777777777778,0.7142857142857143,0.5953357753357753,0.14209005619478637,46,0.4,0.2,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.3466666666666666,0.08844332774281066,61,0.4444444444444445,0.3,0.3571428571428571,0.5833333333333334,0.4545454545454545,0.42789321789321794,0.0964450133872577,42,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,adam -0.36415996551513674,0.3266306488079457,0.005547761917114258,0.004068613973070337,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3,0.2727272727272727,0.35,0.5,0.4444444444444444,0.37343434343434345,0.0861916297625138,89,0.4,0.2,0.4666666666666667,0.4666666666666667,0.5333333333333333,0.4133333333333334,0.11469767022723501,38,0.34285714285714286,0.23076923076923075,0.4,0.4827586206896552,0.4848484848484848,0.3882466958329027,0.09514401007126314,76,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,lbfgs -0.6965060234069824,0.08658609067415089,0.01169743537902832,0.004187850759579748,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.47058823529411764,0.75,0.5,0.6666666666666666,0.6666666666666666,0.6107843137254901,0.10728912957101532,44,0.5333333333333333,0.2,0.2,0.13333333333333333,0.13333333333333333,0.24,0.14966629547095767,95,0.5,0.31578947368421056,0.28571428571428575,0.2222222222222222,0.2222222222222222,0.3091896407685882,0.10210769516221362,87,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,sgd -0.8759369373321533,0.13818369847417267,0.00740966796875,0.004817770601965829,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.38461538461538464,0.5,0.4166666666666667,1.0,0.7272727272727273,0.6057109557109557,0.23066725631838833,45,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.36,0.09043106644167025,55,0.3571428571428571,0.3478260869565218,0.3703703703703704,0.5,0.6153846153846153,0.438144785970873,0.1044530285905537,34,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,adam -0.11068105697631836,0.013556715460566695,0.0034894466400146483,8.255831924688792e-05,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4117647058823529,0.35714285714285715,0.4375,0.4444444444444444,0.5714285714285714,0.44445611577964517,0.07051627555582589,76,0.4666666666666667,0.3333333333333333,0.4666666666666667,0.26666666666666666,0.5333333333333333,0.4133333333333333,0.09797958971132713,43,0.43749999999999994,0.3448275862068965,0.45161290322580644,0.33333333333333337,0.5517241379310344,0.4237995921394141,0.07968273661026153,46,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,lbfgs -0.8118268013000488,0.10213740479467208,0.0057277679443359375,0.0041850363047646125,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5714285714285714,0.6,0.5,1.0,0.75,0.6842857142857143,0.17764904636239787,15,0.26666666666666666,0.2,0.4,0.2,0.2,0.2533333333333333,0.07774602526460402,94,0.36363636363636365,0.3,0.4444444444444445,0.33333333333333337,0.31578947368421056,0.3514407230196704,0.051075361915755346,82,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,sgd -3.492334318161011,0.6369326059439355,0.011897087097167969,0.0060407177354023425,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.38095238095238093,0.5,0.4,0.625,0.5,0.48119047619047617,0.08721048637773075,68,0.5333333333333333,0.4,0.4,0.3333333333333333,0.4,0.4133333333333334,0.06531972647421809,38,0.4444444444444444,0.4444444444444445,0.4000000000000001,0.43478260869565216,0.4444444444444445,0.43362318840579717,0.01722301832282679,37,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,adam -0.1139993667602539,0.013976194371776851,0.00964059829711914,0.005072212295892996,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42857142857142855,0.5384615384615384,0.3684210526315789,0.5333333333333333,0.46153846153846156,0.4660651629072682,0.06438460275116237,72,0.6,0.4666666666666667,0.4666666666666667,0.5333333333333333,0.4,0.4933333333333333,0.06798692684790378,12,0.5,0.5,0.4117647058823529,0.5333333333333333,0.42857142857142855,0.4747338935574229,0.04649029658246367,20,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,lbfgs -0.28698883056640623,0.10225355160625692,0.00354156494140625,0.00022948922587510265,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.10344827586206896,0.0784313725490196,0.12790697674418605,0.16279069767441862,0.23809523809523808,0.14213451218498627,0.055483829286067855,101,1.0,0.5333333333333333,0.7333333333333333,0.4666666666666667,0.3333333333333333,0.6133333333333334,0.23247461032216923,2,0.1875,0.13675213675213674,0.21782178217821782,0.24137931034482765,0.2777777777777778,0.21224620141059197,0.04792899106208532,98,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,sgd -3.7010289669036864,0.5180813916521789,0.009961462020874024,0.004959381214195869,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.375,0.625,0.2857142857142857,0.75,0.5714285714285714,0.5214285714285714,0.16880431854423533,58,0.4,0.3333333333333333,0.26666666666666666,0.4,0.5333333333333333,0.3866666666666666,0.08844332774281066,50,0.38709677419354843,0.43478260869565216,0.2758620689655172,0.5217391304347827,0.5517241379310344,0.43424094404410696,0.09875724549640234,36,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,adam -0.09649162292480469,0.008671613365758682,0.007581377029418945,0.005007692500047282,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3888888888888889,0.6,0.4,0.5714285714285714,0.42857142857142855,0.47777777777777775,0.08953281503731421,69,0.4666666666666667,0.4,0.4,0.5333333333333333,0.6,0.48,0.07774602526460399,14,0.42424242424242425,0.48,0.4000000000000001,0.5517241379310344,0.5,0.47119331243469176,0.05415804739269512,21,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,lbfgs -0.9520753860473633,0.07151203928298992,0.008916139602661133,0.005890492610759435,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.42857142857142855,1.0,0.4444444444444444,1.0,0.6666666666666666,0.7079365079365079,0.25289455576704045,7,0.2,0.26666666666666666,0.26666666666666666,0.2,0.26666666666666666,0.24,0.03265986323710903,95,0.27272727272727276,0.4210526315789474,0.33333333333333337,0.33333333333333337,0.3809523809523809,0.3482797903850535,0.050036707867402726,83,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,sgd -3.9966538906097413,0.17683262737374414,0.009305667877197266,0.006145494120723983,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.375,0.4444444444444444,0.4444444444444444,0.7,0.6,0.5127777777777778,0.11914821146914582,61,0.4,0.26666666666666666,0.5333333333333333,0.4666666666666667,0.4,0.4133333333333334,0.08844332774281066,38,0.38709677419354843,0.33333333333333337,0.4848484848484848,0.56,0.48,0.4490557184750733,0.0797218733927045,27,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,adam -0.2919607162475586,0.05240589449322217,0.009700965881347657,0.007544537045327331,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3333333333333333,0.3076923076923077,0.5,0.45454545454545453,0.5294117647058824,0.42499657205539554,0.0889534967124666,81,0.4,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.6,0.4133333333333333,0.11469767022723501,43,0.3636363636363636,0.28571428571428575,0.4827586206896552,0.3846153846153846,0.5625,0.41584493093113784,0.09656102220596757,58,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,lbfgs -1.5503905296325684,0.11742217256104827,0.008336114883422851,0.004918828229183344,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.625,0.75,0.5,1.0,0.75,0.725,0.16583123951777,3,0.3333333333333333,0.2,0.4,0.2,0.2,0.26666666666666666,0.08432740427115679,93,0.43478260869565216,0.31578947368421056,0.4444444444444445,0.33333333333333337,0.31578947368421056,0.36882786676837026,0.05823040269104577,79,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,sgd -3.0521279335021974,0.3109052254624647,0.01305093765258789,0.004604672276323147,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.4375,0.5555555555555556,0.5,0.75,0.5714285714285714,0.5628968253968253,0.1047040183989318,49,0.4666666666666667,0.3333333333333333,0.4,0.4,0.5333333333333333,0.42666666666666664,0.06798692684790379,32,0.45161290322580644,0.4166666666666667,0.4444444444444445,0.5217391304347827,0.5517241379310344,0.47723745654054694,0.05085171510346086,17,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,adam -0.2917625904083252,0.048631312169347886,0.006373882293701172,0.004320457680837261,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.47058823529411764,0.29411764705882354,0.42857142857142855,0.6428571428571429,0.4,0.4472268907563025,0.11387518952002307,74,0.5333333333333333,0.3333333333333333,0.6,0.6,0.4,0.49333333333333335,0.1083205120618128,9,0.5,0.3125,0.5,0.6206896551724138,0.4000000000000001,0.4666379310344827,0.10407411266721087,22,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,lbfgs -0.5166224956512451,0.20761501965770035,0.012193107604980468,0.004076792550785297,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",1.0,0.3684210526315789,0.06382978723404255,0.29411764705882354,0.24,0.39327369738488904,0.31955985317245855,85,0.06666666666666667,0.4666666666666667,0.2,0.6666666666666666,0.8,0.44000000000000006,0.27519689920733725,29,0.125,0.4117647058823529,0.0967741935483871,0.40816326530612246,0.36923076923076925,0.2821865867935264,0.14094160550279047,89,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,sgd -2.7764384269714357,0.1850912717530259,0.005741930007934571,0.0031832990795272,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.4117647058823529,0.5,0.35714285714285715,1.0,0.4375,0.541281512605042,0.23391411414385946,52,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.4666666666666667,0.4133333333333334,0.0653197264742181,38,0.43749999999999994,0.4,0.3448275862068965,0.6363636363636364,0.45161290322580644,0.4540608251592679,0.09835551996069215,25,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,adam -0.3052981853485107,0.07217047317412716,0.010888290405273438,0.005814568815744398,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4117647058823529,0.5,0.5,0.5454545454545454,0.5238095238095238,0.4962057550292844,0.04548954776661184,64,0.4666666666666667,0.4,0.6,0.4,0.7333333333333333,0.52,0.12927146286443542,6,0.43749999999999994,0.4444444444444445,0.5454545454545454,0.4615384615384615,0.611111111111111,0.5000097125097125,0.06765168724736377,5,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,lbfgs -1.7928416728973389,0.16989184077322056,0.008085536956787109,0.005349725682053668,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.625,0.6,0.46153846153846156,1.0,0.75,0.6873076923076924,0.1812089578098515,10,0.3333333333333333,0.2,0.4,0.26666666666666666,0.2,0.27999999999999997,0.077746025264604,92,0.43478260869565216,0.3,0.42857142857142855,0.4210526315789474,0.31578947368421056,0.38003922850604777,0.059276674069821726,78,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,sgd -1.694394302368164,0.22290163877284885,0.003580522537231445,0.0003230811001128175,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.4117647058823529,0.5555555555555556,0.5,0.7,0.5294117647058824,0.5393464052287582,0.09380430774980436,53,0.4666666666666667,0.3333333333333333,0.4,0.4666666666666667,0.6,0.4533333333333334,0.08844332774281066,22,0.43749999999999994,0.4166666666666667,0.4444444444444445,0.56,0.5625,0.4842222222222222,0.06355890628307913,12,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,adam -0.0012803077697753906,0.00028854109507230584,0.004448223114013672,0.0007376643157985961,{},0.7,0.38095238095238093,0.5625,0.38461538461538464,0.5714285714285714,0.5198992673992674,0.1220772965539059,1,0.4666666666666667,0.5333333333333333,0.6,0.3333333333333333,0.5333333333333333,0.49333333333333335,0.09043106644167023,1,0.56,0.4444444444444444,0.5806451612903225,0.3571428571428571,0.5517241379310344,0.49879132016173167,0.08516608123881969,1,GaussianNB,,,,,,,,,,, -0.0109710693359375,0.0013515786026813419,0.0053577423095703125,0.00026915550586735715,"{'gamma': 'scale', 'kernel': 'linear'}",0.5,0.5454545454545454,0.6666666666666666,1.0,1.0,0.7424242424242424,0.21725391913860514,1,0.06666666666666667,0.4,0.26666666666666666,0.26666666666666666,0.2,0.24,0.10832051206181281,3,0.11764705882352941,0.4615384615384615,0.3809523809523809,0.4210526315789474,0.33333333333333337,0.3429047732453305,0.12038381168655118,3,SVC,scale,linear,,,,,,,,, -0.006763172149658203,0.0010064116679216746,0.007572603225708008,0.002866094566048713,"{'gamma': 'scale', 'kernel': 'poly'}",0.5,0.36363636363636365,0.5,0.0,0.625,0.39772727272727276,0.2153701407360388,8,0.06666666666666667,0.26666666666666666,0.2,0.0,0.3333333333333333,0.17333333333333334,0.12364824660660936,6,0.11764705882352941,0.30769230769230765,0.28571428571428575,0.0,0.43478260869565216,0.22916725218515496,0.15270612900456465,8,SVC,scale,poly,,,,,,,,, -0.006742048263549805,0.000750813568244141,0.012855005264282227,0.011701387177371179,"{'gamma': 'scale', 'kernel': 'rbf'}",1.0,0.16666666666666666,0.6666666666666666,0.6666666666666666,0.8,0.6599999999999999,0.27519689920733725,4,0.13333333333333333,0.06666666666666667,0.13333333333333333,0.13333333333333333,0.26666666666666666,0.14666666666666667,0.06531972647421809,7,0.23529411764705882,0.09523809523809522,0.2222222222222222,0.2222222222222222,0.4,0.23499533146591972,0.09704124857890746,7,SVC,scale,rbf,,,,,,,,, -0.004437160491943359,0.0005301476382677339,0.009219694137573241,0.004168472760596853,"{'gamma': 'scale', 'kernel': 'sigmoid'}",0.625,0.5454545454545454,0.5555555555555556,0.4,0.45454545454545453,0.5161111111111112,0.07943023561827353,5,0.3333333333333333,0.4,0.3333333333333333,0.4,0.3333333333333333,0.36,0.03265986323710906,1,0.43478260869565216,0.4615384615384615,0.4166666666666667,0.4000000000000001,0.3846153846153846,0.419520624303233,0.026855176106538692,1,SVC,scale,sigmoid,,,,,,,,, -0.008350753784179687,0.0007912328614590023,0.013699531555175781,0.014085973268901972,"{'gamma': 'auto', 'kernel': 'linear'}",0.5,0.5454545454545454,0.6666666666666666,1.0,1.0,0.7424242424242424,0.21725391913860514,1,0.06666666666666667,0.4,0.26666666666666666,0.26666666666666666,0.2,0.24,0.10832051206181281,3,0.11764705882352941,0.4615384615384615,0.3809523809523809,0.4210526315789474,0.33333333333333337,0.3429047732453305,0.12038381168655118,3,SVC,auto,linear,,,,,,,,, -0.00539546012878418,0.0004838785363269004,0.00611114501953125,0.003687442367506245,"{'gamma': 'auto', 'kernel': 'poly'}",0.6666666666666666,0.36363636363636365,0.6,0.0,0.625,0.45106060606060605,0.24900702709133163,7,0.13333333333333333,0.26666666666666666,0.2,0.0,0.3333333333333333,0.18666666666666668,0.11469767022723501,5,0.2222222222222222,0.30769230769230765,0.3,0.0,0.43478260869565216,0.25293942772203637,0.14366726739577157,5,SVC,auto,poly,,,,,,,,, -0.005905246734619141,0.0002762943862258814,0.011214780807495116,0.005782602358465681,"{'gamma': 'auto', 'kernel': 'rbf'}",1.0,0.16666666666666666,1.0,0.6666666666666666,0.8,0.7266666666666668,0.30724582991474436,3,0.13333333333333333,0.06666666666666667,0.13333333333333333,0.13333333333333333,0.26666666666666666,0.14666666666666667,0.06531972647421809,7,0.23529411764705882,0.09523809523809522,0.23529411764705882,0.2222222222222222,0.4,0.23760971055088703,0.09683778363035533,6,SVC,auto,rbf,,,,,,,,, -0.004386615753173828,0.00039684267648182635,0.006151771545410157,0.0033746968052934703,"{'gamma': 'auto', 'kernel': 'sigmoid'}",0.625,0.5454545454545454,0.2222222222222222,0.4666666666666667,0.45454545454545453,0.46277777777777784,0.13498249309256946,6,0.3333333333333333,0.4,0.13333333333333333,0.4666666666666667,0.3333333333333333,0.33333333333333337,0.11155467020454342,2,0.43478260869565216,0.4615384615384615,0.16666666666666669,0.4666666666666667,0.3846153846153846,0.38285395763656627,0.11193967442508815,2,SVC,auto,sigmoid,,,,,,,,, -0.0018962860107421876,0.00010371384673973799,0.003243684768676758,4.802391763231933e-05,"{'criterion': 'gini', 'splitter': 'best'}",0.4,0.3,0.4166666666666667,0.5,0.5,0.42333333333333334,0.07423685817106696,2,0.26666666666666666,0.4,0.3333333333333333,0.4666666666666667,0.4,0.37333333333333335,0.0679869268479038,3,0.32,0.34285714285714286,0.3703703703703704,0.4827586206896552,0.4444444444444445,0.3920861156723226,0.06173227873504792,3,DecisionTreeClassifier,,,gini,best,,,,,,, -0.0009397983551025391,3.498873677200884e-05,0.0031908035278320314,3.171572950036515e-05,"{'criterion': 'gini', 'splitter': 'random'}",0.3333333333333333,0.25,0.4,0.5,0.5555555555555556,0.40777777777777774,0.1103082101865854,3,0.3333333333333333,0.3333333333333333,0.4,0.4,0.3333333333333333,0.36,0.03265986323710906,4,0.3333333333333333,0.28571428571428575,0.4000000000000001,0.4444444444444445,0.4166666666666667,0.37603174603174605,0.05811431727648504,4,DecisionTreeClassifier,,,gini,random,,,,,,, -0.0020453929901123047,6.41665857516876e-05,0.003216838836669922,3.837564593461322e-05,"{'criterion': 'entropy', 'splitter': 'best'}",0.5454545454545454,0.3793103448275862,0.42857142857142855,0.4166666666666667,0.625,0.4790005971040454,0.09175916217899259,1,0.4,0.7333333333333333,0.4,0.3333333333333333,0.3333333333333333,0.43999999999999995,0.14966629547095764,2,0.4615384615384615,0.5,0.4137931034482759,0.3703703703703704,0.43478260869565216,0.436096908810552,0.04370364433896308,1,DecisionTreeClassifier,,,entropy,best,,,,,,, -0.0010111808776855468,1.2010618412396763e-05,0.0033426284790039062,0.0002996483553046319,"{'criterion': 'entropy', 'splitter': 'random'}",0.42105263157894735,0.2857142857142857,0.35294117647058826,0.5,0.46153846153846156,0.4042493110604566,0.07670159018461775,4,0.5333333333333333,0.4,0.4,0.4666666666666667,0.4,0.44000000000000006,0.053333333333333316,1,0.47058823529411764,0.3333333333333333,0.37500000000000006,0.4827586206896552,0.42857142857142855,0.418050323577707,0.056724577264443334,2,DecisionTreeClassifier,,,entropy,random,,,,,,, -0.29795002937316895,0.008305307127265921,0.0344179630279541,0.0038058342062425284,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'sqrt'}",0.5555555555555556,0.5555555555555556,0.625,0.4,0.8571428571428571,0.5986507936507937,0.14878774443796017,6,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.4,0.3333333333333333,0.0421637021355784,5,0.4166666666666667,0.4166666666666667,0.43478260869565216,0.32,0.5454545454545455,0.4267140974967062,0.07176934609051588,5,RandomForestClassifier,,,gini,,balanced,sqrt,,,,, -0.31940670013427735,0.02478128543066635,0.02587409019470215,0.003396216204593468,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'log2'}",0.625,0.6666666666666666,0.42857142857142855,0.5,0.75,0.5940476190476189,0.11556820094772949,7,0.3333333333333333,0.4,0.2,0.3333333333333333,0.4,0.3333333333333333,0.07302967433402216,5,0.43478260869565216,0.5,0.27272727272727276,0.4,0.5217391304347827,0.42584980237154146,0.08819017115403635,6,RandomForestClassifier,,,gini,,balanced,log2,,,,, -0.34135732650756834,0.027324114138352472,0.025876188278198244,0.0039330457022912525,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.625,0.6,0.5714285714285714,0.6,0.8,0.6392857142857142,0.08212732772459895,3,0.3333333333333333,0.4,0.26666666666666666,0.4,0.5333333333333333,0.3866666666666666,0.08844332774281066,1,0.43478260869565216,0.48,0.36363636363636365,0.48,0.64,0.47968379446640314,0.09075748830200374,2,RandomForestClassifier,,,entropy,,balanced,sqrt,,,,, -0.3399777412414551,0.0030167397043386187,0.02372751235961914,0.0009809370265412242,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'log2'}",0.5555555555555556,0.625,0.625,0.5454545454545454,0.75,0.6202020202020202,0.07302041790120266,4,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.4,0.4,0.36,0.03265986323710906,3,0.4166666666666667,0.43478260869565216,0.43478260869565216,0.4615384615384615,0.5217391304347827,0.453901895206243,0.03681783292520406,4,RandomForestClassifier,,,entropy,,balanced,log2,,,,, -0.43100533485412595,0.00882325818435002,0.02878265380859375,0.0067685810194264935,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'sqrt'}",0.625,0.6666666666666666,0.625,0.5,0.8888888888888888,0.6611111111111111,0.1268687471852137,1,0.3333333333333333,0.4,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.3866666666666666,0.07774602526460402,1,0.43478260869565216,0.5,0.43478260869565216,0.4,0.6666666666666667,0.4872463768115942,0.09536364035910902,1,RandomForestClassifier,,,gini,,balanced_subsample,sqrt,,,,, -0.44112143516540525,0.005471214657963209,0.02859506607055664,0.004782291412047707,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'log2'}",0.625,0.5714285714285714,0.5555555555555556,0.5,0.8333333333333334,0.6170634920634921,0.11524345170987177,5,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.30666666666666664,0.03265986323710903,8,0.43478260869565216,0.36363636363636365,0.4166666666666667,0.3478260869565218,0.47619047619047616,0.40782044042913607,0.04697069536830602,8,RandomForestClassifier,,,gini,,balanced_subsample,log2,,,,, -0.43549389839172364,0.026346513812675942,0.019670867919921876,0.005232361536885076,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.6666666666666666,0.625,0.5555555555555556,0.5555555555555556,0.8571428571428571,0.651984126984127,0.11102320785896765,2,0.4,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.4,0.36,0.03265986323710906,3,0.5,0.43478260869565216,0.4166666666666667,0.4166666666666667,0.5454545454545455,0.4627140974967062,0.05149198013766222,3,RandomForestClassifier,,,entropy,,balanced_subsample,sqrt,,,,, -0.291563606262207,0.05572534929447159,0.013155841827392578,0.0003032446123161102,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'log2'}",0.6666666666666666,0.5714285714285714,0.42857142857142855,0.5,0.7777777777777778,0.5888888888888889,0.12299282938292393,8,0.4,0.26666666666666666,0.2,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.09428090415820635,5,0.5,0.36363636363636365,0.27272727272727276,0.4,0.5833333333333334,0.423939393939394,0.10795026573122314,7,RandomForestClassifier,,,entropy,,balanced_subsample,log2,,,,, -0.009323310852050782,0.0006396934497932786,0.0032564640045166016,0.00017227755003301068,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",1.0,0.5,0.6666666666666666,0.6666666666666666,0.625,0.6916666666666667,0.16583123951777,5,0.4,0.3333333333333333,0.4,0.26666666666666666,0.3333333333333333,0.3466666666666666,0.0498887651569859,62,0.5714285714285715,0.4,0.5,0.3809523809523809,0.43478260869565216,0.45743271221532095,0.0699540057452889,24,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,lbfgs -0.3626084327697754,0.06405868373628712,0.0077245235443115234,0.00546150150150526,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",1.0,0.4444444444444444,0.6666666666666666,0.5,0.5,0.6222222222222222,0.2030629653610785,35,0.26666666666666666,0.26666666666666666,0.4,0.2,0.26666666666666666,0.27999999999999997,0.06531972647421809,91,0.4210526315789474,0.33333333333333337,0.5,0.28571428571428575,0.3478260869565218,0.3775852675166177,0.07504518408452296,80,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,sgd -0.507984209060669,0.07003372775768413,0.003363037109375,8.582388003154448e-05,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.5,0.6666666666666666,0.6666666666666666,0.5555555555555556,0.6777777777777777,0.17356110390903676,17,0.3333333333333333,0.26666666666666666,0.4,0.26666666666666666,0.3333333333333333,0.31999999999999995,0.04988876515698589,85,0.5,0.3478260869565218,0.5,0.3809523809523809,0.4166666666666667,0.42908902691511386,0.061857658114559,52,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,adam -0.013044261932373047,0.004556003745343176,0.004124641418457031,0.0016556232818277661,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",1.0,0.5,0.6666666666666666,0.6666666666666666,0.625,0.6916666666666667,0.16583123951777,5,0.4,0.3333333333333333,0.4,0.26666666666666666,0.3333333333333333,0.3466666666666666,0.0498887651569859,62,0.5714285714285715,0.4,0.5,0.3809523809523809,0.43478260869565216,0.45743271221532095,0.0699540057452889,24,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,lbfgs -0.2622702598571777,0.29426115382286006,0.00545344352722168,0.004181274836102969,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.35294117647058826,0.08571428571428572,0.21666666666666667,0.0,0.0,0.13106442577030814,0.1363594065372056,98,0.8,0.8,0.8666666666666667,0.0,0.0,0.49333333333333335,0.4035398920112415,8,0.489795918367347,0.15483870967741936,0.3466666666666666,0.0,0.0,0.1982602589422866,0.19365804608244197,95,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,sgd -0.5278292655944824,0.06428674490299653,0.0076448917388916016,0.005009324476887359,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.5555555555555556,0.6666666666666666,0.6666666666666666,0.625,0.7027777777777777,0.1540602735984672,4,0.3333333333333333,0.3333333333333333,0.4,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.0421637021355784,78,0.5,0.4166666666666667,0.5,0.3809523809523809,0.43478260869565216,0.44648033126293996,0.0470070493974525,43,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,adam -0.01928119659423828,0.00557536194054713,0.007705020904541016,0.0054143841346299135,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",1.0,0.5,0.6666666666666666,0.6666666666666666,0.625,0.6916666666666667,0.16583123951777,5,0.4,0.3333333333333333,0.4,0.26666666666666666,0.3333333333333333,0.3466666666666666,0.0498887651569859,62,0.5714285714285715,0.4,0.5,0.3809523809523809,0.43478260869565216,0.45743271221532095,0.0699540057452889,24,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,lbfgs -0.5230259895324707,0.05979993136339857,0.0057789325714111325,0.004115747041945729,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.8571428571428571,0.4444444444444444,0.7,0.4,0.6666666666666666,0.6136507936507936,0.16960701839944656,39,0.4,0.26666666666666666,0.4666666666666667,0.13333333333333333,0.26666666666666666,0.30666666666666664,0.11623730516108464,87,0.5454545454545455,0.33333333333333337,0.56,0.2,0.3809523809523809,0.40394805194805194,0.13526739848041253,66,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,sgd -0.4936659336090088,0.046111762755181196,0.007829809188842773,0.005016328381041393,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.5454545454545454,0.6666666666666666,0.6666666666666666,0.5555555555555556,0.6868686868686869,0.16499003627551853,14,0.3333333333333333,0.4,0.4,0.26666666666666666,0.3333333333333333,0.3466666666666666,0.0498887651569859,62,0.5,0.4615384615384615,0.5,0.3809523809523809,0.4166666666666667,0.45183150183150184,0.0468936006447294,38,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,adam -0.03563017845153808,0.005799462293302777,0.005617952346801758,0.00424821159600772,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",1.0,0.5,0.6666666666666666,0.6666666666666666,0.625,0.6916666666666667,0.16583123951777,5,0.4,0.3333333333333333,0.4,0.26666666666666666,0.3333333333333333,0.3466666666666666,0.0498887651569859,62,0.5714285714285715,0.4,0.5,0.3809523809523809,0.43478260869565216,0.45743271221532095,0.0699540057452889,24,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,lbfgs -0.4367259979248047,0.07690250240192069,0.005356693267822265,0.003431840923225239,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.8333333333333334,0.5,0.6,0.75,0.5,0.6366666666666667,0.13432961119739922,30,0.3333333333333333,0.26666666666666666,0.4,0.2,0.26666666666666666,0.29333333333333333,0.06798692684790379,88,0.47619047619047616,0.3478260869565218,0.48,0.31578947368421056,0.3478260869565218,0.39352642475754607,0.07004441437681104,72,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,sgd -0.3342534065246582,0.02710631569486289,0.006973743438720703,0.00425922084926297,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.5,0.6666666666666666,0.6666666666666666,0.5555555555555556,0.6777777777777777,0.17356110390903676,17,0.3333333333333333,0.3333333333333333,0.4,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.0421637021355784,78,0.5,0.4,0.5,0.3809523809523809,0.4166666666666667,0.4395238095238095,0.050655566274179824,48,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,adam -0.031757259368896486,0.006825051632680205,0.007775211334228515,0.004996066495300618,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",1.0,0.5,0.6666666666666666,0.6666666666666666,0.625,0.6916666666666667,0.16583123951777,5,0.4,0.3333333333333333,0.4,0.26666666666666666,0.3333333333333333,0.3466666666666666,0.0498887651569859,62,0.5714285714285715,0.4,0.5,0.3809523809523809,0.43478260869565216,0.45743271221532095,0.0699540057452889,24,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,lbfgs -0.4864926815032959,0.2084471599260676,0.008063697814941406,0.00536549097054716,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.3076923076923077,0.09375,0.06818181818181818,0.13978494623655913,0.16923076923076924,0.15572796826829088,0.08370813937430799,97,0.5333333333333333,0.6,0.4,0.8666666666666667,0.7333333333333333,0.6266666666666667,0.16110727964792762,3,0.3902439024390244,0.16216216216216214,0.11650485436893203,0.24074074074074073,0.275,0.2369303319421719,0.09493307600697878,91,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,sgd -0.3562553882598877,0.025387471382452873,0.007739830017089844,0.0049662574217743905,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.5,0.6666666666666666,0.6666666666666666,0.5555555555555556,0.6777777777777777,0.17356110390903676,17,0.3333333333333333,0.3333333333333333,0.4,0.26666666666666666,0.3333333333333333,0.3333333333333333,0.0421637021355784,78,0.5,0.4,0.5,0.3809523809523809,0.4166666666666667,0.4395238095238095,0.050655566274179824,48,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,adam -0.02902984619140625,0.00625574083810723,0.01329817771911621,0.004781563277442582,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",1.0,0.5,0.6666666666666666,0.6666666666666666,0.625,0.6916666666666667,0.16583123951777,5,0.4,0.3333333333333333,0.4,0.26666666666666666,0.3333333333333333,0.3466666666666666,0.0498887651569859,62,0.5714285714285715,0.4,0.5,0.3809523809523809,0.43478260869565216,0.45743271221532095,0.0699540057452889,24,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,lbfgs -0.6474954605102539,0.038151589049437204,0.005408716201782226,0.003206286394018515,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.5,0.6666666666666666,0.42857142857142855,0.5,0.5523809523809523,0.09689042833036096,47,0.26666666666666666,0.26666666666666666,0.4,0.2,0.26666666666666666,0.27999999999999997,0.06531972647421809,91,0.3809523809523809,0.3478260869565218,0.5,0.27272727272727276,0.3478260869565218,0.3698663655185394,0.07411506414764375,81,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,sgd -0.32440185546875,0.09100144543376786,0.011948633193969726,0.004148410189193057,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.5,0.6666666666666666,0.5714285714285714,0.625,0.6726190476190477,0.1729266553134994,22,0.4,0.3333333333333333,0.4,0.26666666666666666,0.3333333333333333,0.3466666666666666,0.0498887651569859,62,0.5714285714285715,0.4,0.5,0.36363636363636365,0.43478260869565216,0.4539695087521175,0.07396804667500428,34,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,adam -0.06419153213500976,0.010621148905133826,0.011917400360107421,0.004126325843278518,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",1.0,0.5,0.6666666666666666,0.6666666666666666,0.625,0.6916666666666667,0.16583123951777,5,0.4,0.3333333333333333,0.4,0.26666666666666666,0.3333333333333333,0.3466666666666666,0.0498887651569859,62,0.5714285714285715,0.4,0.5,0.3809523809523809,0.43478260869565216,0.45743271221532095,0.0699540057452889,24,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,lbfgs -0.5226890087127686,0.05002994975990199,0.010166788101196289,0.005101765260140052,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.8,0.5,0.6,0.6,0.5714285714285714,0.6142857142857142,0.09979570969470276,38,0.26666666666666666,0.26666666666666666,0.4,0.2,0.26666666666666666,0.27999999999999997,0.06531972647421809,91,0.4,0.3478260869565218,0.48,0.3,0.36363636363636365,0.3782924901185771,0.06014707195798451,79,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,sgd -0.24609675407409667,0.03287142949200202,0.010660457611083984,0.005691441400336604,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.5,0.6666666666666666,0.6666666666666666,0.5555555555555556,0.6777777777777777,0.17356110390903676,17,0.4,0.3333333333333333,0.4,0.26666666666666666,0.3333333333333333,0.3466666666666666,0.0498887651569859,62,0.5714285714285715,0.4,0.5,0.3809523809523809,0.4166666666666667,0.4538095238095238,0.07148569144683892,35,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,adam -0.07915153503417968,0.014741400424228206,0.006081438064575196,0.004285138550022552,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",1.0,0.5,0.6666666666666666,0.6666666666666666,0.625,0.6916666666666667,0.16583123951777,5,0.4,0.3333333333333333,0.4,0.26666666666666666,0.3333333333333333,0.3466666666666666,0.0498887651569859,62,0.5714285714285715,0.4,0.5,0.3809523809523809,0.43478260869565216,0.45743271221532095,0.0699540057452889,24,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,lbfgs -1.6787927150726318,1.0024749233218158,0.008433341979980469,0.0053785054605817294,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.1038961038961039,0.4375,0.19672131147540983,0.0,0.24762348307430276,0.19199634264440962,92,0.2,0.5333333333333333,0.4666666666666667,0.8,0.0,0.4,0.2764858847110363,36,0.28571428571428575,0.17391304347826086,0.45161290322580644,0.31578947368421056,0.0,0.24540594122051274,0.15128464949971598,90,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,sgd -0.25792689323425294,0.016506087940405985,0.008193016052246094,0.005244485824791979,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.4444444444444444,0.6666666666666666,0.6666666666666666,0.625,0.6805555555555556,0.17959144305827351,16,0.4,0.26666666666666666,0.4,0.26666666666666666,0.3333333333333333,0.33333333333333337,0.059628479399994404,77,0.5714285714285715,0.33333333333333337,0.5,0.3809523809523809,0.43478260869565216,0.4440993788819876,0.08447610918674923,46,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,adam -0.07711901664733886,0.007327894959948247,0.008145523071289063,0.005048346555895698,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",1.0,0.5,0.6666666666666666,0.6666666666666666,0.625,0.6916666666666667,0.16583123951777,5,0.4,0.3333333333333333,0.4,0.26666666666666666,0.3333333333333333,0.3466666666666666,0.0498887651569859,62,0.5714285714285715,0.4,0.5,0.3809523809523809,0.43478260869565216,0.45743271221532095,0.0699540057452889,24,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,lbfgs -0.7817924499511719,0.04658485733798951,0.01159353256225586,0.006096108847514113,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",1.0,0.5,0.6666666666666666,0.5,0.5714285714285714,0.6476190476190476,0.1865062478815823,25,0.3333333333333333,0.26666666666666666,0.4,0.2,0.26666666666666666,0.29333333333333333,0.06798692684790379,88,0.5,0.3478260869565218,0.5,0.28571428571428575,0.36363636363636365,0.39943534726143426,0.08614413686151283,70,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,sgd -0.2659595966339111,0.03924028959646071,0.006875276565551758,0.004406032590267098,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.5,0.6666666666666666,0.6666666666666666,0.5555555555555556,0.6777777777777777,0.17356110390903676,17,0.4,0.3333333333333333,0.4,0.26666666666666666,0.3333333333333333,0.3466666666666666,0.0498887651569859,62,0.5714285714285715,0.4,0.5,0.3809523809523809,0.4166666666666667,0.4538095238095238,0.07148569144683892,35,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,adam -0.16818819046020508,0.019420638304396616,0.01028738021850586,0.007221155879186693,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.25,0.42105263157894735,0.3076923076923077,0.5454545454545454,0.5,0.40483989694516004,0.11180682012897071,86,0.13333333333333333,0.5333333333333333,0.26666666666666666,0.4,0.2,0.3066666666666667,0.14360439485692011,86,0.1739130434782609,0.47058823529411764,0.28571428571428575,0.4615384615384615,0.28571428571428575,0.3354936623478823,0.11419466197057365,86,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,lbfgs -0.9241628170013427,0.1789546098439236,0.008244800567626952,0.00567709519060775,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,sgd -0.834020471572876,0.18167512106685313,0.010581493377685547,0.005697990808527442,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.8571428571428571,0.5555555555555556,0.0,0.0,0.5555555555555556,0.39365079365079364,0.3397567045574835,88,0.4,0.3333333333333333,0.0,0.0,0.3333333333333333,0.21333333333333332,0.1758787461103056,98,0.5454545454545455,0.4166666666666667,0.0,0.0,0.4166666666666667,0.27575757575757576,0.2300137736922602,87,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,adam -0.17607536315917968,0.03781583705635462,0.010302209854125976,0.00547840365849621,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42857142857142855,0.4,0.4375,0.6,0.8888888888888888,0.5509920634920634,0.18288898601155176,48,0.2,0.5333333333333333,0.4666666666666667,0.6,0.5333333333333333,0.4666666666666667,0.1398411797560202,13,0.27272727272727276,0.4571428571428572,0.45161290322580644,0.6,0.6666666666666667,0.4896299399525207,0.13643388541043044,7,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,lbfgs -0.12971186637878418,0.09180304766561591,0.006299209594726562,0.003877219546426314,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.15384615384615385,0.0958904109589041,0.0,0.6666666666666666,0.1832806462943449,0.2487364379744964,95,0.0,0.5333333333333333,0.9333333333333333,0.0,0.13333333333333333,0.32,0.3636848452529562,84,0.0,0.23880597014925373,0.17391304347826086,0.0,0.2222222222222222,0.12698824716994736,0.10585525922097797,100,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,sgd -0.8221382617950439,0.1184029016394414,0.01232442855834961,0.004336798628966763,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.0,0.0,0.0,0.0,0.625,0.125,0.25,99,0.0,0.0,0.0,0.0,0.3333333333333333,0.06666666666666667,0.13333333333333333,103,0.0,0.0,0.0,0.0,0.43478260869565216,0.08695652173913043,0.17391304347826086,103,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,adam -0.14984817504882814,0.04533395014356215,0.008125829696655273,0.005427802002483332,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3,0.375,0.46153846153846156,0.4666666666666667,0.6923076923076923,0.45910256410256417,0.13178364713250668,73,0.2,0.6,0.4,0.4666666666666667,0.6,0.4533333333333334,0.1484737163421339,17,0.24,0.4615384615384615,0.42857142857142855,0.4666666666666667,0.6428571428571429,0.44792673992673987,0.12817369703670506,40,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,lbfgs -0.9286411285400391,0.1577336851194191,0.00998220443725586,0.005188071759074751,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,sgd -0.7610725402832031,0.12431312838936708,0.007758903503417969,0.004616796185442442,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.0,0.0,0.7142857142857143,0.5,0.5,0.34285714285714286,0.29067128499108297,91,0.0,0.0,0.3333333333333333,0.06666666666666667,0.3333333333333333,0.14666666666666667,0.15434449203720302,100,0.0,0.0,0.4545454545454545,0.11764705882352941,0.4,0.19443850267379678,0.19566335583732605,96,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,adam -0.14789104461669922,0.025008947163172587,0.008774280548095703,0.006391133303079802,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,0.2222222222222222,0.4,0.3333333333333333,0.6,0.4311111111111111,0.1491374376494446,80,0.4,0.26666666666666666,0.4,0.26666666666666666,0.6,0.3866666666666667,0.12220201853215573,42,0.48,0.2424242424242424,0.4000000000000001,0.2962962962962963,0.6,0.4037441077441078,0.12799569197706775,67,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,lbfgs -1.480492639541626,0.10858144239731975,0.00673060417175293,0.005927580192511916,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,1.0,0.75,1.0,1.0,0.75,0.3872983346207417,1,0.0,0.13333333333333333,0.2,0.06666666666666667,0.06666666666666667,0.09333333333333334,0.06798692684790379,101,0.0,0.23529411764705882,0.31578947368421056,0.125,0.125,0.1602167182662539,0.1076933883105345,97,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,sgd -0.7092442035675048,0.06631091627283495,0.005854225158691407,0.004063323914665851,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.7777777777777778,0.6363636363636364,0.6,0.6,0.5454545454545454,0.6319191919191919,0.07849622267203811,33,0.4666666666666667,0.4666666666666667,0.4,0.2,0.4,0.3866666666666667,0.09797958971132711,42,0.5833333333333334,0.5384615384615385,0.48,0.3,0.4615384615384615,0.4726666666666667,0.09650644410664577,15,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,adam -0.149851655960083,0.036982626047428614,0.008017206192016601,0.005257222219331539,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3333333333333333,0.3888888888888889,0.5,0.3076923076923077,0.6153846153846154,0.42905982905982915,0.11424252755711052,81,0.2,0.4666666666666667,0.4666666666666667,0.26666666666666666,0.5333333333333333,0.3866666666666666,0.12927146286443544,47,0.25,0.42424242424242425,0.4827586206896552,0.28571428571428575,0.5714285714285715,0.4028287804149874,0.12028770014449489,68,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,lbfgs -0.5455109596252441,0.46806303393332865,0.006214618682861328,0.00391766544431856,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,sgd -0.6960408687591553,0.06978906640436039,0.010817146301269532,0.005488999636784516,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.8571428571428571,0.6,0.6,0.6,0.5454545454545454,0.6405194805194805,0.11035262940530169,29,0.4,0.4,0.4,0.2,0.4,0.36000000000000004,0.08,57,0.5454545454545455,0.48,0.48,0.3,0.4615384615384615,0.4533986013986014,0.08183758780080895,37,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,adam -0.12821288108825685,0.00798512322264713,0.008227825164794922,0.005497378268026,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3076923076923077,0.3181818181818182,0.42857142857142855,0.4444444444444444,0.5714285714285714,0.4140637140637141,0.09633833602829506,84,0.26666666666666666,0.4666666666666667,0.4,0.26666666666666666,0.5333333333333333,0.3866666666666666,0.10666666666666667,47,0.28571428571428575,0.3783783783783784,0.4137931034482759,0.33333333333333337,0.5517241379310344,0.3925886477610615,0.09045328792187846,73,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,lbfgs -1.8470529556274413,0.20256674908898714,0.004011011123657227,0.00010746798842952873,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,1.0,0.6666666666666666,1.0,1.0,0.7333333333333333,0.38873012632302,2,0.0,0.13333333333333333,0.13333333333333333,0.06666666666666667,0.06666666666666667,0.07999999999999999,0.049888765156985884,102,0.0,0.23529411764705882,0.2222222222222222,0.125,0.125,0.1415032679738562,0.08471146747906787,99,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,sgd -0.7805844306945801,0.22233997662645613,0.0063625812530517575,0.004466179627211267,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.8571428571428571,0.6363636363636364,0.6666666666666666,0.6,0.5454545454545454,0.6611255411255411,0.10600259920939882,23,0.4,0.4666666666666667,0.4,0.2,0.4,0.37333333333333335,0.09043106644167025,52,0.5454545454545455,0.5384615384615385,0.5,0.3,0.4615384615384615,0.4690909090909091,0.08971938038127988,18,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,adam -0.9430954456329346,0.2774210699808143,0.010879802703857421,0.005608877191366615,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42857142857142855,0.2727272727272727,0.4117647058823529,0.4,0.4117647058823529,0.38496562261268136,0.05685301703502678,89,0.4,0.4,0.4666666666666667,0.26666666666666666,0.4666666666666667,0.4,0.07302967433402216,36,0.4137931034482759,0.3243243243243243,0.43749999999999994,0.32,0.43749999999999994,0.38662348555452003,0.053357102429112874,75,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,lbfgs -0.565608549118042,0.02742997090957209,0.011906099319458009,0.003953446274470439,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,sgd -6.5954560279846195,5.719367482739337,0.007476806640625,0.005685127512750099,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6363636363636364,0.26666666666666666,0.5454545454545454,0.5714285714285714,0.5,0.503982683982684,0.1265925222333726,55,0.4666666666666667,0.26666666666666666,0.4,0.26666666666666666,0.4666666666666667,0.37333333333333335,0.09043106644167025,52,0.5384615384615385,0.26666666666666666,0.4615384615384615,0.36363636363636365,0.4827586206896552,0.4226123301985371,0.09628195430342826,55,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,adam -1.011828565597534,0.280503824695489,0.009114360809326172,0.006099722619835225,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.45454545454545453,0.35,0.4666666666666667,0.5,0.5333333333333333,0.4609090909090908,0.06188350677997001,72,0.3333333333333333,0.4666666666666667,0.4666666666666667,0.2,0.5333333333333333,0.4,0.11925695879998878,36,0.3846153846153846,0.4,0.4666666666666667,0.28571428571428575,0.5333333333333333,0.4140659340659341,0.08310340618387992,59,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,lbfgs -1.10730881690979,0.5969535147664501,0.012824296951293945,0.0083490067213723,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.1,0.0,0.0,1.0,0.10067114093959731,0.24013422818791946,0.38257350689273856,93,1.0,0.0,0.0,0.06666666666666667,1.0,0.4133333333333333,0.4796294866294653,33,0.18181818181818182,0.0,0.0,0.125,0.18292682926829268,0.0979490022172949,0.08267410831572641,102,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,sgd -4.935209894180298,4.325971179387772,0.01618227958679199,0.007348524688866566,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.7,0.5625,0.46153846153846156,0.625,0.5384615384615384,0.5774999999999999,0.08057118576967424,46,0.4666666666666667,0.6,0.4,0.3333333333333333,0.4666666666666667,0.4533333333333333,0.08844332774281066,18,0.56,0.5806451612903225,0.42857142857142855,0.43478260869565216,0.5,0.5007998397114807,0.06237915079029657,6,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,adam -1.3079118251800537,0.3757459744260808,0.009850406646728515,0.005945736489558536,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5384615384615384,0.3684210526315789,0.4166666666666667,0.36363636363636365,0.5,0.43743712427922954,0.0703721933804905,77,0.4666666666666667,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.4,0.3866666666666666,0.07774602526460402,47,0.5,0.4117647058823529,0.3703703703703704,0.30769230769230765,0.4444444444444445,0.4068543656778951,0.06523408666242315,64,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,lbfgs -0.9274105072021485,0.09312584246718862,0.013305139541625977,0.007018813787416866,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,sgd -7.366676378250122,5.055860670517716,0.007905864715576172,0.004966997270746408,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5555555555555556,0.29411764705882354,0.5,0.5714285714285714,0.5714285714285714,0.4985060690943044,0.10551481932940004,59,0.3333333333333333,0.3333333333333333,0.4,0.26666666666666666,0.5333333333333333,0.37333333333333335,0.09043106644167025,52,0.4166666666666667,0.3125,0.4444444444444445,0.36363636363636365,0.5517241379310344,0.4177943225357018,0.08083152222707732,58,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,adam -0.19473748207092284,0.06655439715330279,0.009818172454833985,0.007041931519787325,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3157894736842105,0.3157894736842105,0.25,0.5555555555555556,0.6666666666666666,0.4207602339181286,0.16114374384281638,83,0.4,0.4,0.26666666666666666,0.6666666666666666,0.6666666666666666,0.48,0.15999999999999998,11,0.35294117647058826,0.35294117647058826,0.2580645161290323,0.606060606060606,0.6666666666666666,0.44733482835949634,0.15933857155609926,41,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,lbfgs -0.718670129776001,0.0972237037806424,0.008524608612060548,0.005356733449791215,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.38461538461538464,0.8,0.6,0.5714285714285714,0.6045421245421245,0.1353130807000229,42,0.4,0.3333333333333333,0.5333333333333333,0.2,0.26666666666666666,0.3466666666666666,0.11469767022723501,62,0.5,0.3571428571428571,0.64,0.3,0.36363636363636365,0.4321558441558442,0.12295450961765467,51,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,sgd -0.9874130249023437,0.14519233874050747,0.014759016036987305,0.0007606154660165125,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.8333333333333334,0.5384615384615384,0.5833333333333334,0.5454545454545454,0.5,0.6001165501165502,0.11956951380905158,44,0.3333333333333333,0.4666666666666667,0.4666666666666667,0.4,0.4,0.4133333333333333,0.049888765156985884,33,0.47619047619047616,0.5,0.5185185185185186,0.4615384615384615,0.4444444444444445,0.48013838013838017,0.02646929892699978,11,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,adam -0.19090619087219238,0.05042450385089998,0.010492372512817382,0.005711331029877675,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4,0.36363636363636365,0.3333333333333333,0.5333333333333333,0.5,0.4260606060606061,0.07765147819659135,82,0.13333333333333333,0.5333333333333333,0.4,0.5333333333333333,0.4,0.4,0.14605934866804432,36,0.2,0.43243243243243246,0.3636363636363636,0.5333333333333333,0.4444444444444445,0.3947693147693147,0.11134672227139121,71,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,lbfgs -0.18513088226318358,0.16126915351474644,0.009617996215820313,0.004955224744906861,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.1276595744680851,0.2,0.050724637681159424,0.13559322033898305,0.10588235294117647,0.1239719570858808,0.04821061951270896,100,0.8,0.9333333333333333,0.4666666666666667,0.5333333333333333,0.6,0.6666666666666667,0.17384539747207065,2,0.2201834862385321,0.3294117647058824,0.09150326797385622,0.21621621621621623,0.18,0.20746294702689738,0.07656475246237558,94,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,sgd -0.9721850395202637,0.14357207083721132,0.00788893699645996,0.005220334542350426,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.4666666666666667,0.6363636363636364,0.5714285714285714,0.7272727272727273,0.6303463203463204,0.10393292998141382,34,0.4,0.4666666666666667,0.4666666666666667,0.26666666666666666,0.5333333333333333,0.42666666666666664,0.09043106644167025,25,0.5217391304347827,0.4666666666666667,0.5384615384615385,0.36363636363636365,0.6153846153846153,0.5011776629167934,0.08362380903073205,5,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,adam -0.18611645698547363,0.10901666525946323,0.007977628707885742,0.0053745213110969236,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42857142857142855,0.2916666666666667,0.35,0.35714285714285715,0.6363636363636364,0.41274891774891775,0.11995354635174309,85,0.4,0.4666666666666667,0.4666666666666667,0.3333333333333333,0.4666666666666667,0.42666666666666664,0.05333333333333334,25,0.4137931034482759,0.35897435897435903,0.4,0.3448275862068965,0.5384615384615385,0.411211317418214,0.0684988724139798,62,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,lbfgs -0.794013261795044,0.05273142408847417,0.0036049365997314455,6.907087874397181e-05,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5555555555555556,0.5,0.5454545454545454,0.5714285714285714,0.5714285714285714,0.5487734487734487,0.026314902857269527,49,0.3333333333333333,0.4,0.4,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.059628479399994404,78,0.4166666666666667,0.4444444444444445,0.4615384615384615,0.36363636363636365,0.36363636363636365,0.40998445998446,0.04046294492876398,63,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,sgd -0.8883322715759278,0.10166257976044892,0.005737972259521484,0.003969886242322111,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.75,0.46153846153846156,0.5454545454545454,0.6666666666666666,0.6666666666666666,0.6180652680652681,0.10188613603650426,36,0.4,0.4,0.4,0.26666666666666666,0.4,0.37333333333333335,0.053333333333333344,52,0.5217391304347827,0.42857142857142855,0.4615384615384615,0.3809523809523809,0.5,0.45856028029941076,0.05027922892369263,23,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,adam -0.07934756278991699,0.005833535035057064,0.008029747009277343,0.005384003182415858,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.3333333333333333,0.7,0.2727272727272727,0.5714285714285714,0.4754978354978355,0.15590441355499343,68,0.3333333333333333,0.4,0.4666666666666667,0.2,0.5333333333333333,0.3866666666666667,0.11469767022723501,42,0.4,0.3636363636363636,0.56,0.23076923076923075,0.5517241379310344,0.42122594646732575,0.12355474682728408,57,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,lbfgs -0.7579998016357422,0.05780048831477559,0.012788343429565429,0.00449080022253858,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.8571428571428571,0.6,0.6666666666666666,0.5,0.6,0.6447619047619048,0.11878447106795324,27,0.4,0.4,0.4,0.3333333333333333,0.4,0.3866666666666667,0.026666666666666682,42,0.5454545454545455,0.48,0.5,0.4,0.48,0.48109090909090907,0.047070897819009194,9,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,sgd -4.825777387619018,0.20841035385553466,0.005683231353759766,0.004053997671463858,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.3333333333333333,0.35294117647058826,0.6666666666666666,0.4444444444444444,0.7,0.49947712418300655,0.15509152516555932,58,0.2,0.4,0.5333333333333333,0.26666666666666666,0.4666666666666667,0.37333333333333335,0.12364824660660938,52,0.25,0.37500000000000006,0.5925925925925926,0.33333333333333337,0.56,0.4221851851851852,0.13251448144069083,56,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,adam -0.10220909118652344,0.008122381626850115,0.012200546264648438,0.00707531140104152,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42857142857142855,0.25,0.4375,0.5,0.8333333333333334,0.48988095238095236,0.1908441386597214,64,0.4,0.3333333333333333,0.4666666666666667,0.4666666666666667,0.6666666666666666,0.4666666666666667,0.11155467020454339,13,0.4137931034482759,0.28571428571428575,0.45161290322580644,0.4827586206896552,0.7407407407407408,0.47492393076375283,0.14886277618361957,13,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,lbfgs -0.5672564506530762,0.22757911027085753,0.008832931518554688,0.005777605838373607,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.23636363636363636,0.05263157894736842,0.13402061855670103,0.14285714285714285,0.05343511450381679,0.1238616182457331,0.06805049632580012,101,0.8666666666666667,0.3333333333333333,0.8666666666666667,0.9333333333333333,0.4666666666666667,0.6933333333333334,0.2444040370643115,1,0.37142857142857144,0.09090909090909091,0.23214285714285715,0.24778761061946902,0.09589041095890412,0.2076317082117785,0.1050266558750712,93,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,sgd -4.858310317993164,0.24814339520315318,0.00602874755859375,0.003925875090585924,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.4444444444444444,0.35294117647058826,0.5333333333333333,0.46153846153846156,0.7272727272727273,0.503906028611911,0.1256023293154062,56,0.26666666666666666,0.4,0.5333333333333333,0.4,0.5333333333333333,0.42666666666666664,0.09977753031397177,25,0.33333333333333337,0.37500000000000006,0.5333333333333333,0.42857142857142855,0.6153846153846153,0.4571245421245421,0.10367064650374298,33,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,adam -0.09276466369628907,0.008586572929729157,0.005830812454223633,0.004086539690552871,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.35,0.46153846153846156,0.4166666666666667,0.5714285714285714,0.49326007326007326,0.11276206801675752,61,0.5333333333333333,0.4666666666666667,0.4,0.3333333333333333,0.5333333333333333,0.4533333333333333,0.077746025264604,18,0.5925925925925926,0.4,0.42857142857142855,0.3703703703703704,0.5517241379310344,0.46865170589308514,0.08745407780646917,19,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,lbfgs -0.9792245864868164,0.10290617674844506,0.009174537658691407,0.005907210892197383,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.75,0.6,0.7777777777777778,0.6,0.5,0.6455555555555555,0.10366136701947201,26,0.4,0.4,0.4666666666666667,0.2,0.26666666666666666,0.3466666666666666,0.09797958971132713,62,0.5217391304347827,0.48,0.5833333333333334,0.3,0.3478260869565218,0.4465797101449276,0.10649441037582137,42,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,sgd -5.048809385299682,0.34284581304396067,0.013508939743041992,0.007703493580843483,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.36363636363636365,0.4,0.6923076923076923,0.38461538461538464,0.6923076923076923,0.5065734265734265,0.1520901694039484,54,0.26666666666666666,0.4,0.6,0.3333333333333333,0.6,0.43999999999999995,0.13727506854649332,23,0.30769230769230765,0.4000000000000001,0.6428571428571429,0.3571428571428571,0.6428571428571429,0.4701098901098901,0.14404141416302066,17,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,adam -0.33243980407714846,0.05623282785926254,0.008545684814453124,0.004795140597510259,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4444444444444444,0.4,0.4117647058823529,0.3333333333333333,0.6428571428571429,0.4464799253034547,0.10462871111370825,75,0.26666666666666666,0.5333333333333333,0.4666666666666667,0.4,0.6,0.4533333333333333,0.11469767022723501,18,0.33333333333333337,0.4571428571428572,0.43749999999999994,0.3636363636363636,0.6206896551724138,0.44246044185699357,0.10012771135219606,47,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,lbfgs -1.0591493606567384,0.13579695734349734,0.009310436248779298,0.004428166944388104,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.7777777777777778,0.5,0.5555555555555556,0.5714285714285714,0.5454545454545454,0.59004329004329,0.09682571940342351,45,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.4,0.36,0.0679869268479038,59,0.5833333333333334,0.4,0.4166666666666667,0.36363636363636365,0.4615384615384615,0.4450349650349651,0.07597031631959124,45,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,sgd -5.6416250705719,0.3002526939114969,0.0060824394226074215,0.003927740911065481,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.45454545454545453,0.35294117647058826,0.42857142857142855,0.4,0.6923076923076923,0.46567315037903273,0.11822439646102498,71,0.3333333333333333,0.4,0.4,0.26666666666666666,0.6,0.4,0.11155467020454339,36,0.3846153846153846,0.37500000000000006,0.4137931034482759,0.32,0.6428571428571429,0.42725312618416067,0.11199809239085563,53,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,adam -0.3065910339355469,0.07137763882129548,0.010665178298950195,0.005453203202327658,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.375,0.3333333333333333,0.3333333333333333,0.4,0.5333333333333333,0.3949999999999999,0.07371114795831994,87,0.2,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.5333333333333333,0.3333333333333333,0.1115546702045434,78,0.26086956521739135,0.3333333333333333,0.3333333333333333,0.32,0.5333333333333333,0.35617391304347823,0.09254222286055308,84,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,lbfgs -1.5466694355010986,1.1574049657079963,0.01638307571411133,0.007166971265801086,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.375,0.09782608695652174,0.25,0.25,0.0,0.19456521739130433,0.13108533418853335,94,0.4,0.6,0.6666666666666666,0.4666666666666667,0.0,0.42666666666666664,0.233238075793812,25,0.38709677419354843,0.16822429906542058,0.36363636363636365,0.32558139534883723,0.0,0.248907766448834,0.14601547613204582,88,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,sgd -5.896697616577148,0.6002449837436246,0.00944819450378418,0.006405724435057614,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.4,0.3,0.5714285714285714,0.2727272727272727,0.7272727272727273,0.4542857142857143,0.17202258360369824,74,0.26666666666666666,0.4,0.5333333333333333,0.2,0.5333333333333333,0.3866666666666667,0.13597385369580758,42,0.32,0.34285714285714286,0.5517241379310344,0.23076923076923075,0.6153846153846153,0.41214702538840464,0.146271907640017,61,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,adam -0.3055253505706787,0.06186052673717401,0.010478019714355469,0.005181433614208086,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42857142857142855,0.3181818181818182,0.4666666666666667,0.6153846153846154,0.7142857142857143,0.5086180486180487,0.14009398714547763,53,0.4,0.4666666666666667,0.4666666666666667,0.5333333333333333,0.6666666666666666,0.5066666666666666,0.09043106644167022,7,0.4137931034482759,0.3783783783783784,0.4666666666666667,0.5714285714285715,0.689655172413793,0.5039843784671372,0.11342513641239214,4,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,lbfgs -1.6473126888275147,0.26265667868965153,0.009611129760742188,0.00566639306152046,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.6,0.6666666666666666,0.6,0.5454545454545454,0.6157575757575757,0.04609249294989465,37,0.4,0.4,0.4,0.2,0.4,0.36000000000000004,0.08,57,0.5,0.48,0.5,0.3,0.4615384615384615,0.4483076923076923,0.07552326339353635,39,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,sgd -5.764744997024536,0.33501196006904016,0.010148286819458008,0.005349389935159035,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.4444444444444444,0.35294117647058826,0.6666666666666666,0.42857142857142855,0.6923076923076923,0.5169862816921641,0.13647865446078203,52,0.26666666666666666,0.4,0.5333333333333333,0.4,0.6,0.44000000000000006,0.11623730516108462,21,0.33333333333333337,0.37500000000000006,0.5925925925925926,0.4137931034482759,0.6428571428571429,0.4715152344462689,0.1230926877730162,16,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,adam -0.42870702743530276,0.1512791094555326,0.010439682006835937,0.00783314594374264,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.2,0.5625,0.5,0.6923076923076923,0.49096153846153845,0.1615425823650215,63,0.4666666666666667,0.3333333333333333,0.6,0.4,0.6,0.48,0.10666666666666667,11,0.4827586206896552,0.25,0.5806451612903225,0.4444444444444445,0.6428571428571429,0.48014107385631305,0.13477655989121834,10,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,lbfgs -0.9897421836853028,0.2076868499898636,0.007654047012329102,0.005216862361082891,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.8333333333333334,0.5714285714285714,0.5,0.0,0.42857142857142855,0.4666666666666666,0.27046612992691293,70,0.3333333333333333,0.26666666666666666,0.06666666666666667,0.0,0.2,0.17333333333333334,0.12364824660660936,99,0.47619047619047616,0.36363636363636365,0.11764705882352941,0.0,0.27272727272727276,0.2460402342755284,0.17001810838877654,89,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,sgd -1.2169329643249511,0.15473107943270425,0.012602663040161133,0.004728909265870391,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.7,0.5714285714285714,0.6363636363636364,0.5555555555555556,0.5454545454545454,0.6017604617604617,0.058435707757661895,43,0.4666666666666667,0.5333333333333333,0.4666666666666667,0.3333333333333333,0.4,0.44000000000000006,0.0679869268479038,21,0.56,0.5517241379310344,0.5384615384615385,0.4166666666666667,0.4615384615384615,0.5056781609195402,0.05659894559736773,2,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,adam -0.2827630043029785,0.13927363716965566,0.005905675888061524,0.004009364239931577,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.45454545454545453,0.38461538461538464,0.2727272727272727,0.18181818181818182,0.6153846153846154,0.38181818181818183,0.1494999571083952,90,0.3333333333333333,0.6666666666666666,0.4,0.13333333333333333,0.5333333333333333,0.4133333333333333,0.18086213288334047,33,0.3846153846153846,0.4878048780487804,0.3243243243243243,0.15384615384615383,0.5714285714285715,0.3844038624526429,0.14313382859062745,76,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,lbfgs -0.2664623737335205,0.18651865779027502,0.007616186141967773,0.0051203069430256105,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0896551724137931,0.0,0.15,0.11290322580645161,0.0962962962962963,0.0897709389033082,0.04952586730290785,102,0.8666666666666667,0.0,0.2,0.9333333333333333,0.8666666666666667,0.5733333333333334,0.392371705854991,4,0.1625,0.0,0.17142857142857143,0.20143884892086333,0.1733333333333333,0.1417401507365536,0.07206206734051274,98,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,sgd -0.8098950386047363,0.1028004433300409,0.007708024978637695,0.005132091732968405,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",1.0,0.5,0.7,0.5714285714285714,0.5,0.6542857142857142,0.1876601356991203,24,0.3333333333333333,0.6,0.4666666666666667,0.26666666666666666,0.26666666666666666,0.3866666666666666,0.12927146286443544,47,0.5,0.5454545454545454,0.56,0.36363636363636365,0.3478260869565218,0.46338339920948624,0.0902376634986724,21,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,adam -0.1996143341064453,0.04754155380977685,0.005518865585327148,0.00419028769342594,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.2857142857142857,0.5,0.46153846153846156,0.7333333333333333,0.49611721611721615,0.14266514758609375,60,0.3333333333333333,0.4,0.4666666666666667,0.4,0.7333333333333333,0.4666666666666667,0.1398411797560202,13,0.4,0.3333333333333333,0.4827586206896552,0.42857142857142855,0.7333333333333333,0.4755993431855501,0.1375823883599853,12,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,lbfgs -0.8231220245361328,0.1807529735041061,0.0034702777862548827,0.00017431255659475998,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.7142857142857143,0.5454545454545454,0.6,0.6,0.6,0.611948051948052,0.05535819970808198,41,0.3333333333333333,0.4,0.2,0.2,0.2,0.26666666666666666,0.08432740427115679,96,0.4545454545454545,0.4615384615384615,0.3,0.3,0.3,0.36321678321678325,0.07745600515839342,83,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,sgd -0.8019815444946289,0.10057501182525631,0.009782648086547852,0.005141058774477775,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.8333333333333334,0.5,0.7142857142857143,0.5714285714285714,0.5555555555555556,0.634920634920635,0.12181958002761839,31,0.3333333333333333,0.5333333333333333,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.36,0.09043106644167025,59,0.47619047619047616,0.5161290322580646,0.4545454545454545,0.36363636363636365,0.4166666666666667,0.44543359865940513,0.052048400164734034,44,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,adam -0.10965189933776856,0.022215459148786622,0.011158037185668945,0.0039370798472961235,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.18181818181818182,0.28,0.5,0.42857142857142855,0.7692307692307693,0.431924075924076,0.20201745476292438,79,0.13333333333333333,0.4666666666666667,0.5333333333333333,0.2,0.6666666666666666,0.4,0.20221001184137466,36,0.15384615384615383,0.35000000000000003,0.5161290322580646,0.27272727272727276,0.7142857142857142,0.401397634623441,0.19572519434571645,69,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,lbfgs -0.8187037467956543,0.04544368743290471,0.009065723419189453,0.007167193394354759,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.75,0.5555555555555556,0.75,0.5,0.6666666666666666,0.6444444444444444,0.10153148268053924,28,0.2,0.3333333333333333,0.4,0.2,0.26666666666666666,0.27999999999999997,0.077746025264604,91,0.31578947368421056,0.4166666666666667,0.5217391304347827,0.28571428571428575,0.3809523809523809,0.38417238749046534,0.08289882519263626,77,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,sgd -3.4947229862213134,0.3270452819935205,0.006125020980834961,0.004164399208433879,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.25,0.5714285714285714,0.6363636363636364,0.6666666666666666,0.5248917748917749,0.14891397357541997,50,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.4666666666666667,0.5333333333333333,0.43999999999999995,0.09043106644167025,23,0.4,0.28571428571428575,0.5517241379310344,0.5384615384615385,0.5925925925925926,0.4736985109398903,0.11418195155242206,14,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,adam -0.1211937427520752,0.014715764977059701,0.005743694305419922,0.004042884567393457,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4,0.37037037037037035,0.5833333333333334,0.5,0.6111111111111112,0.49296296296296294,0.09575632081842111,62,0.4,0.6666666666666666,0.4666666666666667,0.4666666666666667,0.7333333333333333,0.5466666666666666,0.12927146286443542,5,0.4000000000000001,0.47619047619047616,0.5185185185185186,0.4827586206896552,0.6666666666666666,0.5088268564130634,0.08785818677820952,1,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,lbfgs -0.2380445957183838,0.16421266498572806,0.007559871673583985,0.005006239603289895,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.13157894736842105,0.08264462809917356,0.35294117647058826,0.2558139534883721,0.0,0.164595741085311,0.12545327167906997,96,0.6666666666666666,0.6666666666666666,0.4,0.7333333333333333,0.0,0.49333333333333335,0.27194770739161517,8,0.21978021978021978,0.14705882352941177,0.37500000000000006,0.3793103448275862,0.0,0.22422987762744356,0.1435519349738116,92,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,sgd -3.3571730613708497,0.41614853035985805,0.005899572372436523,0.004157911615861583,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.375,0.5,0.4,0.5625,0.4875,0.08803408430829504,65,0.2,0.4,0.4,0.13333333333333333,0.6,0.3466666666666667,0.1654623152798781,61,0.3,0.38709677419354843,0.4444444444444445,0.2,0.5806451612903225,0.38243727598566307,0.12902110664676178,78,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,adam -0.11768431663513183,0.02046549031234728,0.009863567352294923,0.00524653720591794,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6666666666666666,0.2692307692307692,0.46153846153846156,0.4166666666666667,0.5714285714285714,0.4771062271062271,0.13560041789215943,67,0.4,0.4666666666666667,0.4,0.3333333333333333,0.5333333333333333,0.42666666666666664,0.06798692684790379,25,0.5,0.3414634146341463,0.42857142857142855,0.3703703703703704,0.5517241379310344,0.4384258703013959,0.07843245475912657,50,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,lbfgs -0.9914828777313233,0.04740779118564137,0.007866334915161134,0.0050322837048083,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",1.0,0.6,0.5714285714285714,0.5,0.5,0.6342857142857143,0.18705014060951897,32,0.2,0.4,0.26666666666666666,0.2,0.2,0.2533333333333333,0.07774602526460402,97,0.33333333333333337,0.48,0.36363636363636365,0.28571428571428575,0.28571428571428575,0.3496796536796537,0.07159402377939808,85,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,sgd -3.565249490737915,0.2839870065194394,0.010349607467651368,0.0053139104862376454,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.8333333333333334,0.38095238095238093,0.5454545454545454,0.6666666666666666,0.6363636363636364,0.6125541125541125,0.14858010650848932,40,0.3333333333333333,0.5333333333333333,0.4,0.4,0.4666666666666667,0.42666666666666664,0.06798692684790379,25,0.47619047619047616,0.4444444444444444,0.4615384615384615,0.5,0.5384615384615385,0.4841269841269842,0.032717365096396285,8,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,adam -0.24851016998291015,0.023276449073183172,0.006010007858276367,0.004131703360367892,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4,0.2916666666666667,0.5714285714285714,0.5454545454545454,0.5882352941176471,0.47935701553348614,0.11508756439006575,66,0.26666666666666666,0.4666666666666667,0.5333333333333333,0.4,0.6666666666666666,0.4666666666666666,0.13333333333333333,16,0.32,0.35897435897435903,0.5517241379310344,0.4615384615384615,0.625,0.463447391688771,0.11435684670404249,20,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,lbfgs -1.4637844562530518,0.0940713628783447,0.009441232681274414,0.005513777787016464,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.5555555555555556,0.75,0.8,0.8,0.7144444444444444,0.09320096433560343,3,0.13333333333333333,0.3333333333333333,0.4,0.26666666666666666,0.26666666666666666,0.27999999999999997,0.08844332774281066,91,0.2222222222222222,0.4166666666666667,0.5217391304347827,0.4,0.4,0.3921256038647343,0.09632559509904345,74,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,sgd -2.7694259166717528,0.39430097273604764,0.013129377365112304,0.004796143120050885,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.3333333333333333,0.4375,0.5,0.25,0.6428571428571429,0.43273809523809526,0.13562549309188607,78,0.2,0.4666666666666667,0.26666666666666666,0.13333333333333333,0.6,0.3333333333333333,0.17384539747207062,78,0.25,0.45161290322580644,0.3478260869565218,0.1739130434782609,0.6206896551724138,0.3688083377666006,0.15674223797472983,82,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,adam -0.31641216278076173,0.08586958487842236,0.009475469589233398,0.006333783934015858,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4166666666666667,0.34782608695652173,0.5333333333333333,0.6,0.6,0.4995652173913044,0.10120425898838004,57,0.3333333333333333,0.5333333333333333,0.5333333333333333,0.6,0.6,0.52,0.09797958971132713,6,0.3703703703703704,0.4210526315789474,0.5333333333333333,0.6,0.6,0.5049512670565303,0.09383502943177463,3,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,lbfgs -0.9098355770111084,0.3822837997699034,0.010964536666870117,0.0059354041250851836,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.07857142857142857,0.07291666666666667,0.11428571428571428,0.0,0.07368421052631578,0.06789160401002506,0.037241234031500536,103,0.7333333333333333,0.4666666666666667,0.8,0.0,0.4666666666666667,0.49333333333333335,0.2815828277592384,8,0.14193548387096772,0.12612612612612614,0.19999999999999998,0.0,0.12727272727272726,0.11906686745396419,0.06537160508081134,101,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,sgd -2.8531026363372805,0.20814660698072524,0.005677366256713867,0.0018192546736802526,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.35,0.5,0.45454545454545453,0.5333333333333333,0.4675757575757576,0.0639070721120288,69,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.3866666666666666,0.09797958971132713,47,0.3478260869565218,0.4,0.4,0.3846153846153846,0.5333333333333333,0.4131549609810479,0.06304175819013026,60,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,adam -0.3607889175415039,0.14008175068526363,0.012914943695068359,0.004618792723990379,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3076923076923077,0.29411764705882354,0.46153846153846156,0.4375,0.6923076923076923,0.438631221719457,0.14346215214934666,76,0.26666666666666666,0.3333333333333333,0.4,0.4666666666666667,0.6,0.4133333333333334,0.11469767022723501,31,0.28571428571428575,0.3125,0.42857142857142855,0.45161290322580644,0.6428571428571429,0.42425115207373276,0.12667809025401575,54,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,lbfgs -1.8469350337982178,0.07614600785716477,0.010807228088378907,0.003285098062629586,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.8333333333333334,0.5555555555555556,0.6666666666666666,0.75,0.625,0.6861111111111111,0.09686442096757052,15,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.2,0.3333333333333333,0.29333333333333333,0.05333333333333332,88,0.47619047619047616,0.4166666666666667,0.3809523809523809,0.31578947368421056,0.43478260869565216,0.4048763212378773,0.054088683284537024,65,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,sgd -1.6259490489959716,0.37402328455870437,0.0034590244293212892,0.00023632847162107493,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.45454545454545453,0.42857142857142855,0.4,0.5833333333333334,0.75,0.5232900432900432,0.12953800244020275,51,0.3333333333333333,0.4,0.26666666666666666,0.4666666666666667,0.6,0.4133333333333334,0.11469767022723501,31,0.3846153846153846,0.4137931034482759,0.32,0.5185185185185186,0.6666666666666665,0.4607187346497691,0.12128550016292754,22,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,adam diff --git a/models/models.csv b/models/models.csv index 96dc125..9af5929 100644 --- a/models/models.csv +++ b/models/models.csv @@ -1,130 +1,6538 @@ -mean_fit_time,std_fit_time,mean_score_time,std_score_time,params,split0_test_precision,split1_test_precision,split2_test_precision,split3_test_precision,split4_test_precision,mean_test_precision,std_test_precision,rank_test_precision,split0_test_recall,split1_test_recall,split2_test_recall,split3_test_recall,split4_test_recall,mean_test_recall,std_test_recall,rank_test_recall,split0_test_f1,split1_test_f1,split2_test_f1,split3_test_f1,split4_test_f1,mean_test_f1,std_test_f1,rank_test_f1,classifier,param_gamma,param_kernel,param_criterion,param_splitter,param_class_weight,param_max_features,param_activation,param_hidden_layer_sizes,param_learning_rate,param_max_iter,param_solver -0.0014309406280517579,8.771385502315066e-05,0.003767251968383789,0.0002374627982662787,{},0.42857142857142855,0.4375,0.75,0.35,0.6923076923076923,0.5316758241758242,0.15872854195194258,1,0.4,0.4666666666666667,0.6,0.4666666666666667,0.6,0.5066666666666667,0.07999999999999999,1,0.4137931034482759,0.45161290322580644,0.6666666666666665,0.4,0.6428571428571429,0.5149859632395783,0.11561659545178514,1,GaussianNB,,,,,,,,,,, -0.013410377502441406,0.0038895336347533663,0.006577539443969727,0.0046554010772050045,"{'gamma': 'scale', 'kernel': 'linear'}",0.5,0.7142857142857143,1.0,0.75,0.7142857142857143,0.7357142857142858,0.1590789817951435,1,0.13333333333333333,0.3333333333333333,0.2,0.2,0.3333333333333333,0.24,0.07999999999999999,3,0.2105263157894737,0.4545454545454545,0.33333333333333337,0.31578947368421056,0.4545454545454545,0.35374800637958537,0.09240163726792185,1,SVC,scale,linear,,,,,,,,, -0.007567024230957032,0.00201509035866784,0.005216360092163086,0.0012099094702360562,"{'gamma': 'scale', 'kernel': 'poly'}",0.3333333333333333,0.6,1.0,0.3333333333333333,0.5714285714285714,0.5676190476190476,0.24404750290357283,3,0.13333333333333333,0.2,0.13333333333333333,0.2,0.26666666666666666,0.18666666666666668,0.049888765156985884,5,0.19047619047619044,0.3,0.23529411764705882,0.25,0.36363636363636365,0.2678813343519225,0.059285511595118995,5,SVC,scale,poly,,,,,,,,, -0.009118747711181641,0.003415319818458478,0.01780810356140137,0.005878203761039946,"{'gamma': 'scale', 'kernel': 'rbf'}",0.3333333333333333,0.75,1.0,0.0,0.5,0.5166666666666666,0.34318767136623335,6,0.06666666666666667,0.2,0.13333333333333333,0.0,0.13333333333333333,0.10666666666666666,0.0679869268479038,7,0.1111111111111111,0.31578947368421056,0.23529411764705882,0.0,0.2105263157894737,0.17454420364637083,0.10901828012637575,8,SVC,scale,rbf,,,,,,,,, -0.005979728698730469,0.002864937402763699,0.009497642517089844,0.006080379058094698,"{'gamma': 'scale', 'kernel': 'sigmoid'}",0.4,0.26666666666666666,1.0,0.3333333333333333,0.5454545454545454,0.509090909090909,0.26224992460788454,7,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.4,0.29333333333333333,0.053333333333333344,1,0.32,0.26666666666666666,0.4210526315789474,0.2962962962962963,0.4615384615384615,0.35311081121607435,0.07505924508078918,3,SVC,scale,sigmoid,,,,,,,,, -0.014951944351196289,0.010049275379925579,0.010760307312011719,0.005930325113236969,"{'gamma': 'auto', 'kernel': 'linear'}",0.5,0.7142857142857143,1.0,0.75,0.7142857142857143,0.7357142857142858,0.1590789817951435,1,0.13333333333333333,0.3333333333333333,0.2,0.2,0.3333333333333333,0.24,0.07999999999999999,3,0.2105263157894737,0.4545454545454545,0.33333333333333337,0.31578947368421056,0.4545454545454545,0.35374800637958537,0.09240163726792185,1,SVC,auto,linear,,,,,,,,, -0.005137157440185547,0.000312547657671865,0.015316009521484375,0.0018488860569328789,"{'gamma': 'auto', 'kernel': 'poly'}",0.3333333333333333,0.6,1.0,0.3333333333333333,0.5714285714285714,0.5676190476190476,0.24404750290357283,3,0.13333333333333333,0.2,0.13333333333333333,0.2,0.26666666666666666,0.18666666666666668,0.049888765156985884,5,0.19047619047619044,0.3,0.23529411764705882,0.25,0.36363636363636365,0.2678813343519225,0.059285511595118995,5,SVC,auto,poly,,,,,,,,, -0.005347394943237304,7.932879423658477e-05,0.01772475242614746,0.0033416905903552244,"{'gamma': 'auto', 'kernel': 'rbf'}",0.5,0.75,1.0,0.0,0.5,0.55,0.33166247903554,5,0.06666666666666667,0.2,0.13333333333333333,0.0,0.13333333333333333,0.10666666666666666,0.0679869268479038,7,0.11764705882352941,0.31578947368421056,0.23529411764705882,0.0,0.2105263157894737,0.17585139318885448,0.10828657455702378,7,SVC,auto,rbf,,,,,,,,, -0.003673839569091797,0.00014327440324428154,0.0039015293121337892,7.484025657166712e-05,"{'gamma': 'auto', 'kernel': 'sigmoid'}",0.36363636363636365,0.26666666666666666,1.0,0.36363636363636365,0.5454545454545454,0.5078787878787879,0.26206497907937154,8,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.4,0.29333333333333333,0.053333333333333344,1,0.30769230769230765,0.26666666666666666,0.4210526315789474,0.30769230769230765,0.4615384615384615,0.35292847503373814,0.07479405207340159,4,SVC,auto,sigmoid,,,,,,,,, -0.0027150630950927733,0.0007055931913522471,0.006283473968505859,0.0022068219824869662,"{'criterion': 'gini', 'splitter': 'best'}",0.3333333333333333,0.4444444444444444,0.5333333333333333,0.4,0.42105263157894735,0.4264327485380116,0.06503428816282626,2,0.3333333333333333,0.5333333333333333,0.5333333333333333,0.5333333333333333,0.5333333333333333,0.4933333333333333,0.08,1,0.3333333333333333,0.4848484848484848,0.5333333333333333,0.4571428571428572,0.47058823529411764,0.4558492487904253,0.06644365994648156,2,DecisionTreeClassifier,,,gini,best,,,,,,, -0.0018661022186279297,0.0014690417480036346,0.0035379409790039064,0.0002686332034485264,"{'criterion': 'gini', 'splitter': 'random'}",0.2,0.4444444444444444,0.45454545454545453,0.25,0.4666666666666667,0.36313131313131314,0.1141038643875689,4,0.26666666666666666,0.5333333333333333,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.3866666666666666,0.09797958971132713,4,0.2285714285714286,0.4848484848484848,0.3846153846153846,0.28571428571428575,0.4666666666666667,0.3700832500832501,0.09985420990623328,4,DecisionTreeClassifier,,,gini,random,,,,,,, -0.002201080322265625,7.900344179288637e-05,0.0035123825073242188,0.00018479756240858062,"{'criterion': 'entropy', 'splitter': 'best'}",0.23529411764705882,0.47058823529411764,0.5454545454545454,0.3157894736842105,0.5333333333333333,0.4200919410826531,0.12338436811428186,3,0.26666666666666666,0.5333333333333333,0.4,0.4,0.5333333333333333,0.42666666666666664,0.09977753031397177,3,0.25,0.5,0.4615384615384615,0.35294117647058826,0.5333333333333333,0.41956259426847664,0.10427446228651158,3,DecisionTreeClassifier,,,entropy,best,,,,,,, -0.0010622024536132812,2.475120176261585e-05,0.00341181755065918,9.872284332352268e-05,"{'criterion': 'entropy', 'splitter': 'random'}",0.47058823529411764,0.4375,0.6,0.45,0.42857142857142855,0.4773319327731092,0.06293510365515659,1,0.5333333333333333,0.4666666666666667,0.4,0.6,0.4,0.48,0.07774602526460399,2,0.5,0.45161290322580644,0.48,0.5142857142857143,0.4137931034482759,0.4719383441919593,0.035887990042695855,1,DecisionTreeClassifier,,,entropy,random,,,,,,, -0.2518955707550049,0.05716943392832697,0.026599550247192384,0.00390333545512048,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'sqrt'}",0.5454545454545454,0.5,0.7142857142857143,0.4,0.8571428571428571,0.6033766233766233,0.16254345397697206,7,0.4,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.4,0.3466666666666667,0.0498887651569859,3,0.4615384615384615,0.4,0.4545454545454545,0.32,0.5454545454545455,0.4363076923076924,0.07446874653158746,6,RandomForestClassifier,,,gini,,balanced,sqrt,,,,, -0.34371132850646974,0.050791376043295984,0.027193450927734376,0.00532300581904313,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'log2'}",0.5454545454545454,0.5,0.8333333333333334,0.5,0.7142857142857143,0.6186147186147186,0.13322787756343257,6,0.4,0.3333333333333333,0.3333333333333333,0.4,0.3333333333333333,0.36,0.03265986323710906,1,0.4615384615384615,0.4,0.47619047619047616,0.4444444444444445,0.4545454545454545,0.44734376734376735,0.025827600092513142,2,RandomForestClassifier,,,gini,,balanced,log2,,,,, -0.3727288246154785,0.03031534072438747,0.026321029663085936,0.0037617707062098625,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.6,0.45454545454545453,0.8,0.5555555555555556,0.75,0.6320202020202019,0.1268903989656357,5,0.4,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.4,0.3466666666666667,0.0498887651569859,3,0.48,0.3846153846153846,0.4,0.4166666666666667,0.5217391304347827,0.4406042363433668,0.051944893882242965,4,RandomForestClassifier,,,entropy,,balanced,sqrt,,,,, -0.3756412029266357,0.011375578551937972,0.02838597297668457,0.00493367470043015,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'log2'}",0.5454545454545454,0.45454545454545453,1.0,0.5,0.7142857142857143,0.6428571428571429,0.19900240321431642,4,0.4,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.31999999999999995,0.04988876515698589,8,0.4615384615384615,0.3846153846153846,0.4210526315789474,0.3478260869565218,0.4545454545454545,0.4139156038469539,0.04288586153306008,8,RandomForestClassifier,,,entropy,,balanced,log2,,,,, -0.4055354118347168,0.021674138418711433,0.02456965446472168,0.0036741386647616745,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'sqrt'}",0.6,0.5454545454545454,1.0,0.4444444444444444,0.7142857142857143,0.6608369408369409,0.19064537503625759,3,0.4,0.4,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.3466666666666666,0.0498887651569859,5,0.48,0.4615384615384615,0.5,0.33333333333333337,0.4545454545454545,0.44588344988344986,0.058446862086001,3,RandomForestClassifier,,,gini,,balanced_subsample,sqrt,,,,, -0.3828593254089355,0.00614570516580293,0.024838876724243165,0.004373295985485109,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'log2'}",0.5454545454545454,0.4444444444444444,0.6666666666666666,0.5,0.8333333333333334,0.5979797979797981,0.1385938095902155,8,0.4,0.26666666666666666,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.3466666666666666,0.07774602526460402,5,0.4615384615384615,0.33333333333333337,0.3809523809523809,0.4827586206896552,0.47619047619047616,0.42695465454086146,0.0593556222069118,7,RandomForestClassifier,,,gini,,balanced_subsample,log2,,,,, -0.3809805393218994,0.010355070894992274,0.02151346206665039,0.007062834582933525,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.6,0.5454545454545454,0.8,0.5454545454545454,0.8333333333333334,0.6648484848484849,0.1259906565836246,2,0.4,0.4,0.26666666666666666,0.4,0.3333333333333333,0.36,0.053333333333333344,1,0.48,0.4615384615384615,0.4,0.4615384615384615,0.47619047619047616,0.4558534798534798,0.02891676710995728,1,RandomForestClassifier,,,entropy,,balanced_subsample,sqrt,,,,, -0.2878610134124756,0.017216781861328703,0.012008190155029297,0.0010591765917863823,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'log2'}",0.6,0.5454545454545454,0.8,0.6,0.8571428571428571,0.6805194805194805,0.12383918755832264,1,0.4,0.4,0.26666666666666666,0.2,0.4,0.3333333333333333,0.08432740427115679,7,0.48,0.4615384615384615,0.4,0.3,0.5454545454545455,0.4373986013986014,0.08288634400074817,5,RandomForestClassifier,,,entropy,,balanced_subsample,log2,,,,, -0.0085601806640625,0.0009963373727282713,0.002940464019775391,4.886950475465252e-05,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,3,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,63,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,35,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,lbfgs -0.3177128791809082,0.08811210790998089,0.0035333156585693358,0.00047752262913897266,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.6666666666666666,0.7142857142857143,0.6666666666666666,0.75,0.6595238095238095,0.08571428571428572,29,0.2,0.4,0.3333333333333333,0.26666666666666666,0.4,0.32,0.07774602526460402,63,0.28571428571428575,0.5,0.4545454545454545,0.3809523809523809,0.5217391304347827,0.42859025032938075,0.08617731337455714,50,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,sgd -0.3980771541595459,0.05807813441167388,0.003406047821044922,0.00050954692443457,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.6666666666666666,1.0,0.5,0.7777777777777778,0.6888888888888889,0.187905939169864,20,0.13333333333333333,0.4,0.3333333333333333,0.2,0.4666666666666667,0.30666666666666664,0.12364824660660939,80,0.2105263157894737,0.5,0.5,0.28571428571428575,0.5833333333333334,0.41591478696741857,0.14234198986112687,62,MLPClassifier,,,,,,,identity,"(10,)",constant,10000,adam -0.018405055999755858,0.004331564623934776,0.007030677795410156,0.004920628511126134,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,3,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,63,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,35,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,lbfgs -0.80448317527771,1.3331382129218834,0.005522012710571289,0.004715047011652423,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.14516129032258066,0.08823529411764706,0.0625,0.3157894736842105,0.5238095238095238,0.22709911638679242,0.1726226421655894,93,0.6,0.8,0.2,0.4,0.7333333333333333,0.5466666666666666,0.22070593809662464,4,0.2337662337662338,0.15894039735099338,0.09523809523809523,0.35294117647058826,0.611111111111111,0.29039940278740434,0.18184839576934175,86,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,sgd -0.4356339931488037,0.05585727364336003,0.0072902202606201175,0.004988254593330345,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.4,0.6666666666666666,0.8333333333333334,0.5714285714285714,0.7,0.6342857142857143,0.14410250823569518,34,0.13333333333333333,0.4,0.3333333333333333,0.26666666666666666,0.4666666666666667,0.32,0.11469767022723504,63,0.2,0.5,0.47619047619047616,0.36363636363636365,0.56,0.419965367965368,0.1270702350054926,56,MLPClassifier,,,,,,,identity,"(10,)",invscaling,10000,adam -0.014704227447509766,0.004759471232972364,0.0072594165802001955,0.005132692630090295,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,3,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,63,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,35,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,lbfgs -0.5046287059783936,0.061013088397560346,0.005272340774536133,0.004034868693996535,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.4,0.6,1.0,0.5555555555555556,0.8571428571428571,0.6825396825396826,0.21634868229448925,22,0.13333333333333333,0.4,0.3333333333333333,0.3333333333333333,0.4,0.32,0.09797958971132713,63,0.2,0.48,0.5,0.4166666666666667,0.5454545454545455,0.42842424242424243,0.12148671926116508,51,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,sgd -0.47644891738891604,0.08016477711475509,0.007320594787597656,0.005030337176790039,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.4,0.6666666666666666,0.7142857142857143,0.6666666666666666,0.7,0.6295238095238094,0.11626851399643316,36,0.13333333333333333,0.4,0.3333333333333333,0.26666666666666666,0.4666666666666667,0.32,0.11469767022723504,63,0.2,0.5,0.4545454545454545,0.3809523809523809,0.56,0.4190995670995671,0.12418860743723567,57,MLPClassifier,,,,,,,identity,"(10,)",adaptive,10000,adam -0.026703739166259767,0.0040001559350094544,0.0031989574432373046,1.0643834249289343e-05,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,3,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,63,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,35,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,lbfgs -0.4125713348388672,0.047122493501641924,0.008138465881347656,0.005886201445051434,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.4,0.6666666666666666,0.6666666666666666,0.5,0.75,0.5966666666666667,0.12754084313139324,43,0.13333333333333333,0.4,0.26666666666666666,0.26666666666666666,0.4,0.29333333333333333,0.0997775303139718,88,0.2,0.5,0.3809523809523809,0.3478260869565218,0.5217391304347827,0.3901035196687371,0.11611687496478133,73,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,sgd -0.2910574436187744,0.04378837394774751,0.0031997203826904298,0.0001633680986788642,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.6666666666666666,0.8333333333333334,0.6666666666666666,0.7777777777777778,0.7088888888888889,0.08444444444444447,13,0.2,0.4,0.3333333333333333,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.09428090415820634,61,0.3,0.5,0.47619047619047616,0.3809523809523809,0.5833333333333334,0.4480952380952381,0.09819689600739696,20,MLPClassifier,,,,,,,identity,"(50,)",constant,10000,adam -0.030152320861816406,0.0058866081702739935,0.00537562370300293,0.00395680715961672,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,3,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,63,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,35,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,lbfgs -0.652178144454956,0.2773772471051924,0.009832954406738282,0.004876769938881729,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.15217391304347827,0.1,0.034482758620689655,0.09302325581395349,0.0,0.07593598549562428,0.05323141386310673,100,0.4666666666666667,0.06666666666666667,0.2,0.26666666666666666,0.0,0.2,0.16329931618554522,94,0.22950819672131148,0.08,0.0588235294117647,0.13793103448275862,0.0,0.10125255212316694,0.07784445219915893,100,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,sgd -0.311694860458374,0.019938649350163505,0.008004331588745117,0.005899370983604936,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7088888888888889,0.171327424599079,13,0.13333333333333333,0.4,0.3333333333333333,0.2,0.4666666666666667,0.30666666666666664,0.12364824660660939,80,0.2105263157894737,0.5,0.5,0.3,0.5833333333333334,0.41877192982456146,0.139820929315128,59,MLPClassifier,,,,,,,identity,"(50,)",invscaling,10000,adam -0.032560110092163086,0.007158972125443961,0.005606746673583985,0.00395959003126111,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,3,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,63,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,35,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,lbfgs -0.548391580581665,0.03229744421500788,0.007658243179321289,0.005045431163373871,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.6666666666666666,0.75,0.5714285714285714,0.7777777777777778,0.6531746031746032,0.10509806576029745,31,0.13333333333333333,0.4,0.2,0.26666666666666666,0.4666666666666667,0.29333333333333333,0.12364824660660939,88,0.2105263157894737,0.5,0.31578947368421056,0.36363636363636365,0.5833333333333334,0.39465709728867626,0.13250085423458755,70,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,sgd -0.3194925308227539,0.028204983194989885,0.011598157882690429,0.0040272881997961375,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7088888888888889,0.171327424599079,13,0.13333333333333333,0.4,0.3333333333333333,0.2,0.4666666666666667,0.30666666666666664,0.12364824660660939,80,0.2105263157894737,0.5,0.5,0.3,0.5833333333333334,0.41877192982456146,0.139820929315128,59,MLPClassifier,,,,,,,identity,"(50,)",adaptive,10000,adam -0.06370596885681153,0.005455902506256805,0.0034008026123046875,9.856271351487196e-05,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,3,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,63,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,35,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,lbfgs -0.5191910743713379,0.06180524703440315,0.011949920654296875,0.00403553410830365,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.4,0.6666666666666666,1.0,0.5,0.875,0.6883333333333332,0.22407835931011078,21,0.13333333333333333,0.4,0.26666666666666666,0.26666666666666666,0.4666666666666667,0.30666666666666664,0.11623730516108463,80,0.2,0.5,0.4210526315789474,0.3478260869565218,0.608695652173913,0.41551487414187643,0.13821407246497794,63,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,sgd -0.21169028282165528,0.04044928383649604,0.010738897323608398,0.005434595847363706,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7088888888888889,0.171327424599079,13,0.13333333333333333,0.4,0.3333333333333333,0.2,0.4666666666666667,0.30666666666666664,0.12364824660660939,80,0.2105263157894737,0.5,0.5,0.3,0.5833333333333334,0.41877192982456146,0.139820929315128,59,MLPClassifier,,,,,,,identity,"(100, 20)",constant,10000,adam -0.07354087829589843,0.009913950771627399,0.010216140747070312,0.005047850219826354,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,3,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,63,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,35,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,lbfgs -1.5206390857696532,0.9643399298039835,0.007685470581054688,0.005166438084730187,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.2,0.09523809523809523,0.1095890410958904,0.2916666666666667,0.12727272727272726,0.16475330605467592,0.0729788804861395,97,0.26666666666666666,0.13333333333333333,0.5333333333333333,0.4666666666666667,0.4666666666666667,0.37333333333333335,0.14966629547095767,48,0.2285714285714286,0.1111111111111111,0.18181818181818182,0.35897435897435903,0.19999999999999996,0.21609501609501608,0.08127206002892311,94,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,sgd -0.2413179874420166,0.022635439447727612,0.005919122695922851,0.004041516745814157,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,3,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,63,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,35,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,10000,adam -0.07267847061157226,0.007917579733880962,0.01024179458618164,0.0052354046105374235,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,3,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,63,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,35,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,lbfgs -0.7145802974700928,0.06893805882891774,0.0034241676330566406,0.00013379654705146136,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.4,0.6,0.8333333333333334,0.8,0.7,0.6666666666666667,0.15634719199411432,28,0.13333333333333333,0.4,0.3333333333333333,0.26666666666666666,0.4666666666666667,0.32,0.11469767022723504,63,0.2,0.48,0.47619047619047616,0.4,0.56,0.4232380952380952,0.12256014304059668,53,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,sgd -0.29239115715026853,0.073764908917918,0.010361862182617188,0.00570530785668512,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.6666666666666666,1.0,0.5,0.7777777777777778,0.7088888888888889,0.17132742459907896,13,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,63,0.3,0.5,0.5,0.28571428571428575,0.5833333333333334,0.43380952380952387,0.11912759218566725,46,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,10000,adam -0.1706099510192871,0.05394634082903207,0.009807443618774414,0.005131218157915079,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3333333333333333,0.34615384615384615,0.5714285714285714,0.3888888888888889,0.3684210526315789,0.4016451384872437,0.08699282974397238,79,0.3333333333333333,0.6,0.5333333333333333,0.4666666666666667,0.4666666666666667,0.4800000000000001,0.08844332774281065,9,0.3333333333333333,0.43902439024390244,0.5517241379310344,0.42424242424242425,0.4117647058823529,0.43201779832660947,0.07012555582453396,48,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,lbfgs -0.8531221866607666,0.17452068371869597,0.005548238754272461,0.004247119855255308,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,sgd -0.6431536674499512,0.05911922887088072,0.009637594223022461,0.005185623627110673,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.625,0.0,0.0,0.7,0.385,0.31606961258558214,87,0.2,0.3333333333333333,0.0,0.0,0.4666666666666667,0.2,0.1837873166945363,94,0.3,0.43478260869565216,0.0,0.0,0.56,0.2589565217391304,0.22686714881976763,90,MLPClassifier,,,,,,,logistic,"(10,)",constant,10000,adam -0.1708374500274658,0.07315443603007185,0.007598590850830078,0.005021274440735098,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35714285714285715,0.3125,0.4,0.46153846153846156,0.4,0.38623626373626374,0.04966440327379324,86,0.3333333333333333,0.3333333333333333,0.4,0.4,0.4,0.37333333333333335,0.03265986323710906,48,0.3448275862068965,0.3225806451612903,0.4000000000000001,0.42857142857142855,0.4000000000000001,0.3791959319879231,0.039217424823045466,77,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,lbfgs -0.11350688934326172,0.06710262000078747,0.005441188812255859,0.0042647625678947235,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.10067114093959731,0.0,0.0,0.020134228187919462,0.040268456375838924,102,0.0,0.0,1.0,0.0,0.0,0.2,0.4000000000000001,94,0.0,0.0,0.18292682926829268,0.0,0.0,0.036585365853658534,0.07317073170731707,102,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,sgd -0.9000923156738281,0.1624466795006958,0.006260490417480469,0.004947050013697236,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.0,0.0,0.0,1.0,0.0,0.2,0.4,96,0.0,0.0,0.0,0.2,0.0,0.04,0.08,103,0.0,0.0,0.0,0.33333333333333337,0.0,0.06666666666666668,0.13333333333333336,101,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,10000,adam -0.13476600646972656,0.03989550644058379,0.007716941833496094,0.004841031806875546,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35714285714285715,0.3684210526315789,0.6923076923076923,0.3157894736842105,0.3076923076923077,0.4082706766917294,0.14390820263618184,77,0.3333333333333333,0.4666666666666667,0.6,0.4,0.26666666666666666,0.4133333333333333,0.11469767022723501,33,0.3448275862068965,0.4117647058823529,0.6428571428571429,0.35294117647058826,0.28571428571428575,0.40762097942625325,0.12421542264121775,64,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,lbfgs -0.8788328170776367,0.12226297900921261,0.011949920654296875,0.0042136149611141805,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,sgd -0.7962179183959961,0.046683901898619436,0.005531120300292969,0.0040788221150739,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.5,0.0,0.75,0.0,0.35,0.3,90,0.13333333333333333,0.13333333333333333,0.0,0.2,0.0,0.09333333333333334,0.08,100,0.2105263157894737,0.2105263157894737,0.0,0.31578947368421056,0.0,0.1473684210526316,0.12631578947368421,98,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,10000,adam -0.12662978172302247,0.015939787626945427,0.0036719322204589845,0.00011773218553793714,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3,0.47058823529411764,0.5,0.3076923076923077,0.3888888888888889,0.3934338863750628,0.081745087400473,83,0.2,0.5333333333333333,0.3333333333333333,0.26666666666666666,0.4666666666666667,0.36,0.12364824660660938,51,0.24,0.5,0.4,0.28571428571428575,0.42424242424242425,0.36999134199134204,0.09460055163215765,79,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,lbfgs -1.4397684574127196,0.10302497581556684,0.005614948272705078,0.003988614047195272,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",1.0,0.5,1.0,1.0,1.0,0.9,0.20000000000000004,1,0.06666666666666667,0.06666666666666667,0.06666666666666667,0.2,0.06666666666666667,0.09333333333333334,0.053333333333333344,100,0.125,0.11764705882352941,0.125,0.33333333333333337,0.125,0.16519607843137257,0.08411684720127967,96,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,sgd -0.6411884307861329,0.07909465000767818,0.005584144592285156,0.0039963948004871925,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.6,1.0,0.45454545454545453,0.6363636363636364,0.6581818181818182,0.18196357822831716,30,0.2,0.4,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.3466666666666667,0.08844332774281068,54,0.3,0.48,0.5,0.3846153846153846,0.5384615384615385,0.44061538461538463,0.08667206780317468,30,MLPClassifier,,,,,,,logistic,"(50,)",constant,10000,adam -0.12225570678710937,0.01962979495151479,0.007835626602172852,0.005203725500131911,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5384615384615384,0.3157894736842105,0.7777777777777778,0.3125,0.3888888888888889,0.4666835357624831,0.17579834859259974,66,0.4666666666666667,0.4,0.4666666666666667,0.3333333333333333,0.4666666666666667,0.42666666666666664,0.05333333333333334,24,0.5,0.35294117647058826,0.5833333333333334,0.3225806451612903,0.42424242424242425,0.43661951584152725,0.09560559703023232,45,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,lbfgs -0.5961515426635742,0.5174777800769375,0.0056744575500488285,0.003984516286730777,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,sgd -0.5975232601165772,0.052963801468088885,0.005688285827636719,0.0042148793764923,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.6,1.0,0.4166666666666667,0.7272727272727273,0.6687878787878787,0.19295108026537172,25,0.2,0.4,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.36,0.1083205120618128,51,0.3,0.48,0.5,0.3703703703703704,0.6153846153846153,0.45315099715099716,0.10912681155943406,18,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,10000,adam -0.12115063667297363,0.014443307622067447,0.005595016479492188,0.00414856691769435,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.45454545454545453,0.42857142857142855,0.5,0.3157894736842105,0.3,0.39978127136021874,0.0785909748934004,80,0.3333333333333333,0.4,0.4,0.4,0.4,0.3866666666666666,0.026666666666666686,43,0.3846153846153846,0.4137931034482759,0.4444444444444445,0.35294117647058826,0.34285714285714286,0.38773025036716724,0.03776069371556087,74,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,lbfgs -1.554690408706665,0.1465175647812592,0.008189105987548828,0.005215727734286215,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.5,1.0,1.0,1.0,0.8,0.2449489742783178,2,0.06666666666666667,0.06666666666666667,0.06666666666666667,0.2,0.06666666666666667,0.09333333333333334,0.053333333333333344,100,0.11764705882352941,0.11764705882352941,0.125,0.33333333333333337,0.125,0.16372549019607843,0.0848676514474558,97,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,sgd -0.598857069015503,0.053112422840262394,0.00598454475402832,0.004326873561518768,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.6,1.0,0.5,0.6363636363636364,0.6672727272727272,0.17244953747460912,27,0.2,0.4,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.3466666666666667,0.08844332774281068,54,0.3,0.48,0.5,0.4,0.5384615384615385,0.4436923076923078,0.0848840490030249,27,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,10000,adam -1.0731215953826905,0.26435717589256064,0.010458564758300782,0.005072546396341631,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3333333333333333,0.3333333333333333,0.375,0.2857142857142857,0.4,0.3454761904761904,0.0392705598476556,91,0.26666666666666666,0.26666666666666666,0.2,0.4,0.4,0.30666666666666664,0.08,80,0.2962962962962963,0.2962962962962963,0.26086956521739135,0.3333333333333333,0.4000000000000001,0.3173590982286635,0.04725049295631705,85,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,lbfgs -0.5665925502777099,0.02843892532854414,0.015381956100463867,0.0010840807438924017,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,sgd -2.7140699863433837,0.989331494665636,0.008122873306274415,0.005326418950154391,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.5833333333333334,0.8,0.35714285714285715,0.6666666666666666,0.6147619047619047,0.1463261352885421,41,0.4,0.4666666666666667,0.26666666666666666,0.3333333333333333,0.5333333333333333,0.4,0.09428090415820634,36,0.5,0.5185185185185186,0.4,0.3448275862068965,0.5925925925925926,0.4711877394636016,0.08814087581528805,13,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,10000,adam -0.8720866680145264,0.26144578248597605,0.010194206237792968,0.0050121560942785566,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3333333333333333,0.4666666666666667,0.5833333333333334,0.15384615384615385,0.4375,0.3949358974358974,0.14447819233533662,82,0.2,0.4666666666666667,0.4666666666666667,0.13333333333333333,0.4666666666666667,0.3466666666666667,0.1484737163421339,54,0.25,0.4666666666666667,0.5185185185185186,0.14285714285714288,0.45161290322580644,0.36593104625362693,0.14420399189231525,80,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,lbfgs -1.052749252319336,0.8012364317001762,0.006214714050292969,0.0044845824679645525,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.1,0.0,0.0,0.0,0.02,0.04,103,0.0,1.0,0.0,0.0,0.0,0.2,0.4000000000000001,94,0.0,0.18181818181818182,0.0,0.0,0.0,0.03636363636363636,0.07272727272727272,103,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,sgd -3.714731979370117,3.5656185824291717,0.008272600173950196,0.005431306497462887,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.625,0.5384615384615384,0.5833333333333334,0.4,0.6875,0.5668589743589744,0.09680327693172673,48,0.3333333333333333,0.4666666666666667,0.4666666666666667,0.4,0.7333333333333333,0.48,0.13597385369580758,10,0.43478260869565216,0.5,0.5185185185185186,0.4000000000000001,0.7096774193548386,0.5125957093138018,0.10748730564897513,1,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,10000,adam -0.6423900604248047,0.12395894470167457,0.006523609161376953,0.00431863547115857,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4,0.4166666666666667,0.5714285714285714,0.1875,0.46153846153846156,0.40742673992673994,0.12516627564854851,78,0.5333333333333333,0.3333333333333333,0.26666666666666666,0.2,0.4,0.3466666666666667,0.11469767022723501,54,0.4571428571428572,0.3703703703703704,0.36363636363636365,0.19354838709677422,0.42857142857142855,0.3626538813635588,0.09157561601097172,82,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,lbfgs -0.8255281448364258,0.04103043698814004,0.005949974060058594,0.003984888752045149,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,0.0,0.0,0.0,0.0,0.0,0.0,0.0,104,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,sgd -3.9539444923400877,3.634097002306347,0.011850595474243164,0.004010439348535462,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.4117647058823529,0.5384615384615384,0.8,0.42857142857142855,0.6923076923076923,0.5742210730446023,0.1508676293884355,46,0.4666666666666667,0.4666666666666667,0.26666666666666666,0.4,0.6,0.44000000000000006,0.1083205120618128,16,0.43749999999999994,0.5,0.4,0.4137931034482759,0.6428571428571429,0.4788300492610837,0.08888780367063312,8,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,10000,adam -0.13250722885131835,0.028849209966231665,0.007701349258422851,0.005031854750750757,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35294117647058826,0.47058823529411764,0.5,0.26666666666666666,0.35294117647058826,0.38862745098039214,0.08549019607843138,85,0.4,0.5333333333333333,0.4,0.26666666666666666,0.4,0.4,0.08432740427115679,36,0.37500000000000006,0.5,0.4444444444444445,0.26666666666666666,0.37500000000000006,0.3922222222222222,0.07835893986514955,72,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,lbfgs -0.5805086612701416,0.07903268154151184,0.005966472625732422,0.004792208824345279,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.5555555555555556,0.5454545454545454,1.0,0.4444444444444444,0.6,0.6290909090909091,0.19231049953607077,37,0.3333333333333333,0.4,0.3333333333333333,0.26666666666666666,0.4,0.3466666666666667,0.0498887651569859,54,0.4166666666666667,0.4615384615384615,0.5,0.33333333333333337,0.48,0.43830769230769234,0.05928205128205127,33,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,sgd -0.927850341796875,0.16475411744305743,0.00955338478088379,0.005056986951916532,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6666666666666666,0.5833333333333334,0.7777777777777778,0.4,0.6666666666666666,0.6188888888888888,0.12568822882114908,40,0.26666666666666666,0.4666666666666667,0.4666666666666667,0.4,0.4,0.4,0.07302967433402216,36,0.3809523809523809,0.5185185185185186,0.5833333333333334,0.4000000000000001,0.5,0.4765608465608466,0.07577960939956252,10,MLPClassifier,,,,,,,tanh,"(10,)",constant,10000,adam -0.11367015838623047,0.02190449065375416,0.009430503845214844,0.004883165012893156,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42857142857142855,0.5,0.3333333333333333,0.23809523809523808,0.4666666666666667,0.39333333333333337,0.09559931498155891,84,0.6,0.5333333333333333,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.4533333333333333,0.10666666666666667,14,0.5,0.5161290322580646,0.3333333333333333,0.2777777777777778,0.4666666666666667,0.4187813620071685,0.09544570690481602,58,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,lbfgs -0.18724122047424316,0.12392766542685232,0.007571125030517578,0.005163143677015018,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.125,0.031746031746031744,0.07936507936507936,0.1111111111111111,0.030927835051546393,0.07563001145475372,0.03907516649826548,101,0.06666666666666667,0.13333333333333333,0.6666666666666666,1.0,0.2,0.4133333333333334,0.3612324582438418,31,0.08695652173913045,0.05128205128205127,0.14184397163120566,0.19999999999999998,0.053571428571428575,0.10673079464476318,0.056962414057776196,99,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,sgd -0.7507430076599121,0.10424057300075001,0.007642793655395508,0.005129579565564068,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5555555555555556,0.5555555555555556,0.625,0.42857142857142855,0.8,0.5929365079365079,0.12141985651888769,44,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.4,0.5333333333333333,0.3866666666666666,0.07774602526460402,43,0.4166666666666667,0.4166666666666667,0.43478260869565216,0.4137931034482759,0.64,0.46438180909545235,0.08812553365960281,15,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,10000,adam -0.10111727714538574,0.025598430449325422,0.009633350372314452,0.005146449670711232,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.28,0.46153846153846156,0.4444444444444444,0.21428571428571427,0.380053724053724,0.11194893227560362,89,0.6,0.4666666666666667,0.4,0.5333333333333333,0.2,0.44000000000000006,0.13727506854649332,16,0.5454545454545454,0.35000000000000003,0.42857142857142855,0.4848484848484848,0.20689655172413796,0.4031542021197194,0.11739830789756088,67,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,lbfgs -0.7142054080963135,0.03388962017435352,0.00952162742614746,0.005105234908412873,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.4444444444444444,0.5,0.8,0.5,0.6,0.5688888888888889,0.12598255807162995,47,0.26666666666666666,0.3333333333333333,0.5333333333333333,0.3333333333333333,0.4,0.37333333333333335,0.09043106644167025,48,0.33333333333333337,0.4,0.64,0.4,0.48,0.45066666666666666,0.10545983964418766,19,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,sgd -0.8200078487396241,0.14704399479834074,0.005588388442993164,0.0041713456737181775,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.6363636363636364,0.75,0.5454545454545454,0.6363636363636364,0.6336363636363636,0.06702657669515187,35,0.4,0.4666666666666667,0.4,0.4,0.4666666666666667,0.42666666666666664,0.03265986323710904,24,0.48,0.5384615384615385,0.5217391304347827,0.4615384615384615,0.5384615384615385,0.5080401337792642,0.03158240288072897,3,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,10000,adam -0.07650699615478515,0.006727120365904771,0.010120964050292969,0.005373347187135633,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4,0.5333333333333333,0.42857142857142855,0.36363636363636365,0.3333333333333333,0.41177489177489185,0.06880061398108184,75,0.4,0.5333333333333333,0.4,0.26666666666666666,0.3333333333333333,0.38666666666666666,0.08844332774281068,42,0.4000000000000001,0.5333333333333333,0.4137931034482759,0.30769230769230765,0.3333333333333333,0.39763041556145007,0.07861947256509876,69,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,lbfgs -0.6868247985839844,0.0398232957414991,0.010159635543823242,0.005056306980272194,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.2,0.6,0.7142857142857143,0.5,0.6666666666666666,0.5361904761904761,0.18283730051072697,51,0.06666666666666667,0.4,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.3333333333333333,0.1520233900132184,61,0.1,0.48,0.4545454545454545,0.4,0.5925925925925926,0.4054276094276094,0.1651180296712707,65,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,sgd -4.286694431304932,0.22492117348859264,0.00802764892578125,0.0050824690758932275,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5833333333333334,0.5714285714285714,0.5833333333333334,0.375,0.5,0.5226190476190476,0.08007224628952495,52,0.4666666666666667,0.5333333333333333,0.4666666666666667,0.4,0.4,0.4533333333333333,0.04988876515698587,14,0.5185185185185186,0.5517241379310344,0.5185185185185186,0.38709677419354843,0.4444444444444445,0.48406047872121294,0.05987399094524195,6,MLPClassifier,,,,,,,tanh,"(50,)",constant,10000,adam -0.11456875801086426,0.011100700649398169,0.006869602203369141,0.0045565644060830985,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.38461538461538464,0.5333333333333333,0.5714285714285714,0.35294117647058826,0.375,0.44346369316957557,0.09032861011067136,73,0.3333333333333333,0.5333333333333333,0.5333333333333333,0.4,0.4,0.43999999999999995,0.07999999999999999,21,0.3571428571428571,0.5333333333333333,0.5517241379310344,0.37500000000000006,0.38709677419354843,0.44085942052015464,0.08376008418401806,29,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,lbfgs -0.3153965950012207,0.13280548543265067,0.005461263656616211,0.003811941690587418,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.05405405405405406,0.09375,0.3333333333333333,0.09345794392523364,0.1891891891891892,0.15275690410036202,0.10067332537266126,98,0.13333333333333333,0.4,0.7333333333333333,0.6666666666666666,0.9333333333333333,0.5733333333333333,0.278408173570948,2,0.07692307692307693,0.1518987341772152,0.45833333333333326,0.16393442622950818,0.3146067415730337,0.23313926244723343,0.1364860059688157,92,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,sgd -4.481763076782227,0.2767036033813981,0.007768678665161133,0.00508208259473031,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5294117647058824,0.5384615384615384,0.6,0.4117647058823529,0.5,0.5159276018099547,0.061418835018075525,54,0.6,0.4666666666666667,0.4,0.4666666666666667,0.3333333333333333,0.4533333333333334,0.08844332774281066,13,0.5625,0.5,0.48,0.43749999999999994,0.4,0.476,0.05537598757584374,11,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,10000,adam -0.09238848686218262,0.00943259140201425,0.0059073448181152345,0.004222411429215988,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5,0.47058823529411764,0.4666666666666667,0.3333333333333333,0.5384615384615384,0.4618099547511312,0.06919657932626187,68,0.4,0.5333333333333333,0.4666666666666667,0.26666666666666666,0.4666666666666667,0.42666666666666664,0.09043106644167025,24,0.4444444444444445,0.5,0.4666666666666667,0.2962962962962963,0.5,0.4414814814814815,0.07559185765516399,28,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,lbfgs -0.9417719841003418,0.03702654052262641,0.005843496322631836,0.004015272262690412,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.5,0.5,1.0,0.45454545454545453,0.6666666666666666,0.6242424242424243,0.20132709384088596,38,0.2,0.3333333333333333,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.3466666666666667,0.10666666666666667,54,0.28571428571428575,0.4,0.5,0.3846153846153846,0.5925925925925926,0.43258445258445255,0.1049581677152594,47,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,sgd -4.1478053569793705,0.20471568132153792,0.0038494110107421876,0.0002598675280165601,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5555555555555556,0.5,0.6,0.29411764705882354,0.46153846153846156,0.4822423328305681,0.10523932651818746,64,0.3333333333333333,0.5333333333333333,0.4,0.3333333333333333,0.4,0.4,0.07302967433402216,36,0.4166666666666667,0.5161290322580646,0.48,0.3125,0.42857142857142855,0.430773425499232,0.0691394067906295,49,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,10000,adam -0.29514241218566895,0.07197733714024683,0.010245227813720703,0.005145193531648861,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3076923076923077,0.3888888888888889,0.45454545454545453,0.3333333333333333,0.4375,0.3843919968919969,0.057012312881012946,88,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.4,0.4666666666666667,0.3866666666666667,0.07774602526460402,41,0.28571428571428575,0.42424242424242425,0.3846153846153846,0.3636363636363636,0.45161290322580644,0.3819642722868529,0.05700065696419203,76,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,lbfgs -1.1581788063049316,0.07347729247922126,0.005940580368041992,0.004157036698942983,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6666666666666666,0.6,0.7142857142857143,0.5,0.7272727272727273,0.6416450216450217,0.08370481097596097,33,0.26666666666666666,0.4,0.3333333333333333,0.4,0.5333333333333333,0.3866666666666666,0.08844332774281066,43,0.3809523809523809,0.48,0.4545454545454545,0.4444444444444445,0.6153846153846153,0.47506537906537905,0.07736899109871115,12,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,sgd -5.473271608352661,0.3989479192950235,0.01172342300415039,0.005764809710985628,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.46153846153846156,0.5625,0.7,0.25,0.4,0.4748076923076924,0.15146767186862606,65,0.4,0.6,0.4666666666666667,0.26666666666666666,0.4,0.42666666666666664,0.10832051206181278,24,0.42857142857142855,0.5806451612903225,0.56,0.2580645161290323,0.4000000000000001,0.44545622119815664,0.11735701272768141,24,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,10000,adam -0.2703553676605225,0.04513499735868409,0.008573436737060547,0.0052828521213082996,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.42105263157894735,0.42105263157894735,0.4166666666666667,0.35294117647058826,0.5333333333333333,0.42900928792569665,0.05822168168396688,74,0.5333333333333333,0.5333333333333333,0.3333333333333333,0.4,0.5333333333333333,0.4666666666666666,0.08432740427115679,12,0.47058823529411764,0.47058823529411764,0.3703703703703704,0.37500000000000006,0.5333333333333333,0.44397603485838777,0.0625725697799148,26,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,lbfgs -2.4381263732910154,1.150356971402857,0.010786819458007812,0.007265079694951035,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.14285714285714285,0.25,0.16883116883116883,0.08547008547008547,0.4,0.20943167943167945,0.10900378029829956,95,0.4,0.13333333333333333,0.8666666666666667,0.6666666666666666,0.8,0.5733333333333333,0.2719477073916152,2,0.21052631578947364,0.1739130434782609,0.28260869565217395,0.15151515151515152,0.5333333333333333,0.27037930795367865,0.1387884620028167,88,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,sgd -6.068631219863891,0.40261370476319897,0.009173202514648437,0.0066312334089988975,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.5625,0.6363636363636364,0.3333333333333333,0.38461538461538464,0.48336247086247086,0.11154249565841425,62,0.3333333333333333,0.6,0.4666666666666667,0.4,0.3333333333333333,0.42666666666666664,0.09977753031397177,24,0.4,0.5806451612903225,0.5384615384615385,0.3636363636363636,0.3571428571428571,0.44797718410621634,0.09322474961124667,21,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,10000,adam -0.3452921867370605,0.033855003679737206,0.0046675682067871095,0.00045212575375100806,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4117647058823529,0.5,0.36363636363636365,0.2777777777777778,0.5,0.41063576945929886,0.08465624135179467,76,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.4,0.36,0.0679869268479038,51,0.43749999999999994,0.4,0.30769230769230765,0.303030303030303,0.4444444444444445,0.378533411033411,0.061646279080313324,78,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,lbfgs -1.6548688888549805,0.11493079701159796,0.007005882263183594,0.00516865292023005,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.4,0.5454545454545454,1.0,0.5384615384615384,0.7272727272727273,0.6422377622377622,0.20690113251176773,32,0.13333333333333333,0.4,0.4,0.4666666666666667,0.5333333333333333,0.3866666666666666,0.1359738536958076,43,0.2,0.4615384615384615,0.5714285714285715,0.5,0.6153846153846153,0.4696703296703297,0.14511753561377627,14,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,sgd -4.7510865211486815,0.1746176621077891,0.010174226760864259,0.005163742948305635,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.3125,0.5625,0.5833333333333334,0.35294117647058826,0.46153846153846156,0.45456259426847667,0.10843407468602492,70,0.3333333333333333,0.6,0.4666666666666667,0.4,0.4,0.43999999999999995,0.09043106644167025,21,0.3225806451612903,0.5806451612903225,0.5185185185185186,0.37500000000000006,0.42857142857142855,0.445063150708312,0.09376668790661762,25,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,10000,adam -0.2787971019744873,0.05265691896835373,0.009757232666015626,0.00682630919989031,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.25,0.6,0.8,0.3888888888888889,0.4666666666666667,0.5011111111111111,0.1875903074702692,57,0.3333333333333333,0.8,0.5333333333333333,0.4666666666666667,0.4666666666666667,0.52,0.15434449203720302,6,0.28571428571428575,0.6857142857142857,0.64,0.42424242424242425,0.4666666666666667,0.5004675324675325,0.14618987087212373,4,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,lbfgs -0.6210081577301025,0.05708822781940412,0.008044719696044922,0.0047335738968444655,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.4,0.6666666666666666,1.0,0.6666666666666666,0.6666666666666666,0.6799999999999999,0.19043809142780935,23,0.13333333333333333,0.4,0.13333333333333333,0.13333333333333333,0.13333333333333333,0.18666666666666665,0.10666666666666667,98,0.2,0.5,0.23529411764705882,0.2222222222222222,0.2222222222222222,0.27594771241830063,0.11259933743464709,87,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,sgd -0.7853002548217773,0.1346586450951931,0.007570409774780273,0.005111836345589555,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.6,0.7777777777777778,0.8333333333333334,0.42857142857142855,0.8333333333333334,0.6946031746031747,0.15819783755635916,18,0.2,0.4666666666666667,0.3333333333333333,0.2,0.3333333333333333,0.30666666666666664,0.09977753031397177,80,0.3,0.5833333333333334,0.47619047619047616,0.27272727272727276,0.47619047619047616,0.42168831168831167,0.11753086507242715,55,MLPClassifier,,,,,,,relu,"(10,)",constant,10000,adam -0.2654111862182617,0.10941133196836345,0.00552825927734375,0.004037959670077021,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3333333333333333,0.3333333333333333,0.5454545454545454,0.35294117647058826,0.42857142857142855,0.3987267634326458,0.08132486388316876,81,0.4666666666666667,0.26666666666666666,0.4,0.4,0.4,0.3866666666666666,0.06531972647421809,43,0.3888888888888889,0.2962962962962963,0.4615384615384615,0.37500000000000006,0.4137931034482759,0.3871033500343845,0.05412675678731643,75,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,lbfgs -0.4768816947937012,0.6286511667140063,0.005917787551879883,0.0043136720374434,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.15789473684210525,0.07142857142857142,0.2777777777777778,0.13725490196078433,0.10067114093959731,0.14900542578976722,0.07092782912555601,99,0.8,0.5333333333333333,0.3333333333333333,0.9333333333333333,1.0,0.72,0.2508651696296904,1,0.26373626373626374,0.12598425196850394,0.303030303030303,0.23931623931623935,0.18292682926829268,0.22299877746392052,0.06220679484247309,93,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,sgd -0.9053890228271484,0.149993591735567,0.005651950836181641,0.0042062857256542725,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.4444444444444444,0.5454545454545454,0.75,0.36363636363636365,0.8571428571428571,0.5921356421356421,0.18512358813900917,45,0.26666666666666666,0.4,0.2,0.26666666666666666,0.4,0.30666666666666664,0.08,80,0.33333333333333337,0.4615384615384615,0.31578947368421056,0.30769230769230765,0.5454545454545455,0.3927616243405717,0.09459239279875782,71,MLPClassifier,,,,,,,relu,"(10,)",invscaling,10000,adam -0.21146388053894044,0.07905171827221466,0.009781122207641602,0.005176272864810595,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4117647058823529,0.5,0.8,0.4666666666666667,0.26666666666666666,0.4890196078431373,0.17477881886772825,59,0.4666666666666667,0.6,0.26666666666666666,0.4666666666666667,0.26666666666666666,0.4133333333333333,0.12927146286443544,33,0.43749999999999994,0.5454545454545454,0.4,0.4666666666666667,0.26666666666666666,0.4232575757575757,0.0917397654945921,52,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,lbfgs -0.7887929439544678,0.1199980439377459,0.00765523910522461,0.005127452018212853,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.3333333333333333,0.5714285714285714,1.0,0.8,0.3333333333333333,0.6076190476190477,0.26181989967140695,42,0.06666666666666667,0.26666666666666666,0.13333333333333333,0.26666666666666666,0.06666666666666667,0.16,0.09043106644167025,99,0.1111111111111111,0.36363636363636365,0.23529411764705882,0.4,0.1111111111111111,0.24423054070112898,0.12169083755718672,91,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,sgd -0.8277528285980225,0.12223607232530422,0.009812498092651367,0.005022480857258465,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.4444444444444444,0.5384615384615384,0.7142857142857143,0.4444444444444444,0.6666666666666666,0.5616605616605617,0.1116585422170988,49,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.31999999999999995,0.07774602526460402,79,0.33333333333333337,0.5,0.4545454545454545,0.33333333333333337,0.3809523809523809,0.4004329004329004,0.06667228851317213,68,MLPClassifier,,,,,,,relu,"(10,)",adaptive,10000,adam -0.12334704399108887,0.017828765583498298,0.005658578872680664,0.004275022834917809,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35294117647058826,0.42857142857142855,0.7777777777777778,0.3333333333333333,0.4,0.45852474323062553,0.16313529684203343,69,0.4,0.6,0.4666666666666667,0.3333333333333333,0.4,0.44000000000000006,0.09043106644167023,16,0.37500000000000006,0.5,0.5833333333333334,0.3333333333333333,0.4000000000000001,0.43833333333333335,0.09092121131323905,32,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,lbfgs -0.8030182838439941,0.03894060836188073,0.007851028442382812,0.005139697833073888,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.3333333333333333,0.625,1.0,0.6666666666666666,0.8333333333333334,0.6916666666666667,0.22298480267099424,19,0.06666666666666667,0.3333333333333333,0.2,0.26666666666666666,0.3333333333333333,0.24,0.09977753031397177,92,0.1111111111111111,0.43478260869565216,0.33333333333333337,0.3809523809523809,0.47619047619047616,0.34727398205659077,0.12757640851524804,83,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,sgd -3.7732184410095213,0.45880884773125413,0.00820779800415039,0.00474942481013624,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.42857142857142855,0.7142857142857143,0.875,0.3333333333333333,0.45454545454545453,0.5611471861471862,0.20139235823383628,50,0.4,0.6666666666666666,0.4666666666666667,0.26666666666666666,0.3333333333333333,0.42666666666666664,0.13727506854649332,24,0.4137931034482759,0.689655172413793,0.608695652173913,0.2962962962962963,0.3846153846153846,0.4786111217895326,0.14679022178091317,9,MLPClassifier,,,,,,,relu,"(50,)",constant,10000,adam -0.1106180191040039,0.0058050411107707705,0.009978580474853515,0.005121109860244745,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.3684210526315789,0.5,0.7272727272727273,0.4117647058823529,0.4166666666666667,0.4848250304906651,0.12848690596865592,61,0.4666666666666667,0.6666666666666666,0.5333333333333333,0.4666666666666667,0.3333333333333333,0.49333333333333335,0.1083205120618128,8,0.4117647058823529,0.5714285714285715,0.6153846153846153,0.43749999999999994,0.3703703703703704,0.481289652613182,0.09503770072244776,7,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,lbfgs -0.19216542243957518,0.06073435110611241,0.006117773056030273,0.005187216625081461,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.26666666666666666,0.12727272727272726,0.5555555555555556,0.09401709401709402,0.05084745762711865,0.21887190022783246,0.18322203355221264,94,0.26666666666666666,0.4666666666666667,0.6666666666666666,0.7333333333333333,0.2,0.4666666666666667,0.21081851067789195,11,0.26666666666666666,0.19999999999999996,0.606060606060606,0.16666666666666669,0.08108108108108107,0.2640950040950041,0.181130689214729,89,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,sgd -3.546117067337036,0.20661586915115335,0.01029362678527832,0.005044021344398718,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.47058823529411764,0.5,0.5454545454545454,0.25,0.45454545454545453,0.44411764705882356,0.1018656924159079,72,0.5333333333333333,0.6,0.4,0.2,0.3333333333333333,0.4133333333333333,0.14236104336041747,33,0.5,0.5454545454545454,0.4615384615384615,0.22222222222222224,0.3846153846153846,0.4227661227661228,0.11330856099610102,54,MLPClassifier,,,,,,,relu,"(50,)",invscaling,10000,adam -0.12263078689575195,0.01533439042504736,0.005675077438354492,0.004229305928760889,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.47058823529411764,0.45454545454545453,0.6153846153846154,0.5,0.375,0.48310366104483754,0.07802864310317136,63,0.5333333333333333,0.6666666666666666,0.5333333333333333,0.6,0.4,0.5466666666666666,0.08844332774281065,4,0.5,0.5405405405405405,0.5714285714285715,0.5454545454545454,0.38709677419354843,0.5089040863234412,0.06505753849839573,2,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,lbfgs -0.98188796043396,0.08403111628659758,0.006445074081420898,0.004091419227540231,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.3333333333333333,0.5555555555555556,1.0,0.5,0.7142857142857143,0.6206349206349207,0.2253968253968254,39,0.06666666666666667,0.3333333333333333,0.26666666666666666,0.2,0.3333333333333333,0.24,0.09977753031397177,92,0.1111111111111111,0.4166666666666667,0.4210526315789474,0.28571428571428575,0.4545454545454545,0.33781802992329313,0.12718586815043348,84,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,sgd -3.685945987701416,0.430664395021707,0.004270029067993164,0.0004240043250166547,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.5625,0.6363636363636364,0.3333333333333333,0.5,0.506439393939394,0.1000717144137726,55,0.4666666666666667,0.6,0.4666666666666667,0.26666666666666666,0.3333333333333333,0.42666666666666664,0.11623730516108462,24,0.4827586206896552,0.5806451612903225,0.5384615384615385,0.2962962962962963,0.4,0.45963232334756254,0.10161461455117694,17,MLPClassifier,,,,,,,relu,"(50,)",adaptive,10000,adam -0.4139096260070801,0.1769917266604521,0.00666046142578125,0.004596383033185251,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'lbfgs'}",0.5333333333333333,0.5,0.7272727272727273,0.3076923076923077,0.25,0.46365967365967364,0.1706711197603142,67,0.5333333333333333,0.6666666666666666,0.5333333333333333,0.26666666666666666,0.2,0.44000000000000006,0.1768866554856213,16,0.5333333333333333,0.5714285714285715,0.6153846153846153,0.28571428571428575,0.22222222222222224,0.44561660561660565,0.15988611862553512,23,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,lbfgs -1.266937780380249,0.10424339630658491,0.0038227558135986326,0.000135755078348786,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'sgd'}",0.6,0.5555555555555556,1.0,0.5,0.7142857142857143,0.673968253968254,0.17758379439363864,24,0.2,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.3333333333333333,0.29333333333333333,0.05333333333333333,88,0.3,0.4166666666666667,0.5,0.3478260869565218,0.4545454545454545,0.40380764163372856,0.07197584444459396,66,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,sgd -2.6796660900115965,0.14026885372106665,0.011351537704467774,0.005485402457221732,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.5882352941176471,0.7142857142857143,0.375,0.4166666666666667,0.5188375350140056,0.12206474945076606,53,0.4666666666666667,0.6666666666666666,0.3333333333333333,0.4,0.3333333333333333,0.44000000000000006,0.12364824660660938,16,0.4827586206896552,0.625,0.4545454545454545,0.38709677419354843,0.3703703703703704,0.4639542439598057,0.09060118928123852,16,MLPClassifier,,,,,,,relu,"(100, 20)",constant,10000,adam -0.26940240859985354,0.03590839571176694,0.008065605163574218,0.005110044027483312,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'lbfgs'}",0.4090909090909091,0.5333333333333333,0.6428571428571429,0.5454545454545454,0.4,0.5061471861471861,0.09128079031337662,56,0.6,0.5333333333333333,0.6,0.4,0.4,0.5066666666666666,0.09043106644167022,7,0.4864864864864865,0.5333333333333333,0.6206896551724138,0.4615384615384615,0.4000000000000001,0.500409587306139,0.07394345157787646,5,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,lbfgs -0.46643905639648436,0.3511122423185876,0.009389686584472656,0.006023156096755044,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'sgd'}",0.25,0.5,0.13157894736842105,0.1875,0.3333333333333333,0.28048245614035083,0.12862996500743795,92,0.13333333333333333,0.2,1.0,0.2,0.13333333333333333,0.33333333333333337,0.33466401061363027,60,0.1739130434782609,0.28571428571428575,0.23255813953488372,0.19354838709677422,0.19047619047619044,0.215242009260079,0.04014531741443198,95,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,sgd -3.2172806739807127,0.23948559873803482,0.00902729034423828,0.005041918476581549,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 10000, 'solver': 'adam'}",0.42857142857142855,0.6153846153846154,0.6666666666666666,0.25,0.5,0.49212454212454215,0.14722996561693505,58,0.4,0.5333333333333333,0.5333333333333333,0.26666666666666666,0.3333333333333333,0.4133333333333334,0.10666666666666666,31,0.4137931034482759,0.5714285714285715,0.5925925925925926,0.2580645161290323,0.4,0.44717575671969445,0.1230348186470958,22,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,10000,adam -0.3448805332183838,0.04884807585658546,0.011209249496459961,0.007716259579053378,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'lbfgs'}",0.35294117647058826,0.5789473684210527,0.7272727272727273,0.25,0.3333333333333333,0.4484989210995403,0.17693380076100126,71,0.4,0.7333333333333333,0.5333333333333333,0.2,0.3333333333333333,0.43999999999999995,0.18184242262647804,21,0.37500000000000006,0.6470588235294117,0.6153846153846153,0.22222222222222224,0.3333333333333333,0.4385997988939166,0.16531984464722377,31,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,lbfgs -2.048098993301392,0.22947133462112307,0.006615877151489258,0.00241729787057158,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'sgd'}",0.4,0.5714285714285714,1.0,0.8,0.5714285714285714,0.6685714285714285,0.20886476437139503,26,0.13333333333333333,0.26666666666666666,0.3333333333333333,0.26666666666666666,0.26666666666666666,0.2533333333333333,0.06531972647421809,91,0.2,0.36363636363636365,0.5,0.4,0.36363636363636365,0.36545454545454553,0.09662058367699217,81,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,sgd -1.9799049854278565,0.520726103871611,0.0038610458374023437,0.0006311987968907929,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 10000, 'solver': 'adam'}",0.5,0.5333333333333333,0.6666666666666666,0.3333333333333333,0.4,0.48666666666666664,0.11469767022723501,60,0.4,0.5333333333333333,0.5333333333333333,0.26666666666666666,0.26666666666666666,0.4,0.11925695879998878,36,0.4444444444444445,0.5333333333333333,0.5925925925925926,0.2962962962962963,0.32,0.4373333333333333,0.1157847679224397,34,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,10000,adam +mean_fit_time,std_fit_time,mean_score_time,std_score_time,params,split0_test_precision,mean_test_precision,std_test_precision,rank_test_precision,split0_test_accuracy,mean_test_accuracy,std_test_accuracy,rank_test_accuracy,split0_test_recall,mean_test_recall,std_test_recall,rank_test_recall,split0_test_f1,mean_test_f1,std_test_f1,rank_test_f1,classifier,param_gamma,param_kernel,param_criterion,param_splitter,param_class_weight,param_max_features,param_activation,param_hidden_layer_sizes,param_learning_rate,param_max_iter,param_solver +27.966.251.373.291.000,0.0,0.0093278884887695,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8958333333333334,0.8958333333333334,0.0,19,0.942528735632184,0.942528735632184,0.0,1,1.0,1.0,0.0,1,0.945054945054945,0.945054945054945,0.0,1,MLPClassifier,,,,,,,logistic,"(60, 80, 100)",constant,500000.0,lbfgs +16.072.142.124.176.000,0.0,0.009261131286621,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.86,0.86,0.0,23,0.9195402298850576,0.9195402298850576,0.0,2,1.0,1.0,0.0,1,0.924731182795699,0.924731182795699,0.0,2,MLPClassifier,,,,,,,logistic,"(40, 80, 100)",adaptive,500000.0,lbfgs +48.868.231.773.376.400,0.0,0.009671926498413,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.86,0.86,0.0,23,0.9195402298850576,0.9195402298850576,0.0,2,1.0,1.0,0.0,1,0.924731182795699,0.924731182795699,0.0,2,MLPClassifier,,,,,,,tanh,"(40, 80, 100)",invscaling,500000.0,adam +0.7516348361968994,0.0,0.0111091136932373,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.86,0.86,0.0,23,0.9195402298850576,0.9195402298850576,0.0,2,1.0,1.0,0.0,1,0.924731182795699,0.924731182795699,0.0,2,MLPClassifier,,,,,,,tanh,"(60, 100, 80)",adaptive,500000.0,lbfgs +39.118.709.564.208.900,0.0,0.0097651481628417,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.86,0.86,0.0,23,0.9195402298850576,0.9195402298850576,0.0,2,1.0,1.0,0.0,1,0.924731182795699,0.924731182795699,0.0,2,MLPClassifier,,,,,,,tanh,"(100, 60, 20)",constant,500000.0,adam +418.645.977.973.938,0.0,0.012322187423706,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.86,0.86,0.0,23,0.9195402298850576,0.9195402298850576,0.0,2,1.0,1.0,0.0,1,0.924731182795699,0.924731182795699,0.0,2,MLPClassifier,,,,,,,tanh,"(100, 80, 80)",constant,500000.0,adam +0.23392176628112793,0.0,0.0081820487976074,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.86,0.86,0.0,23,0.9195402298850576,0.9195402298850576,0.0,2,1.0,1.0,0.0,1,0.924731182795699,0.924731182795699,0.0,2,MLPClassifier,,,,,,,relu,"(75, 30)",adaptive,500000.0,lbfgs +1.582.448.959.350.580,0.0,0.0098390579223632,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.875,0.875,0.0,21,0.9195402298850576,0.9195402298850576,0.0,2,0.9767441860465116,0.9767441860465116,0.0,1284,0.923076923076923,0.923076923076923,0.0,8,MLPClassifier,,,,,,,logistic,"(20, 40, 60)",adaptive,500000.0,lbfgs +11.819.729.804.992.600,0.0,0.0108318328857421,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,logistic,"(40, 60, 80)",adaptive,500000.0,lbfgs +0.980586051940918,0.0,0.0087358951568603,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,logistic,"(80, 40, 20)",constant,500000.0,lbfgs +0.04713082313537598,0.0,0.006890058517456,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,30,invscaling,500000.0,lbfgs +0.07621216773986816,0.0,0.0076799392700195,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,60,constant,500000.0,lbfgs +0.10435605049133301,0.0,0.0084688663482666,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,85,adaptive,500000.0,lbfgs +28.630.378.246.307.300,0.0,0.0075330734252929,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(30, 30)",constant,500000.0,adam +0.14487814903259277,0.0,0.0081620216369628,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(45, 45)",adaptive,500000.0,lbfgs +0.23510003089904785,0.0,0.0085618495941162,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(60, 60)",invscaling,500000.0,lbfgs +0.21465706825256348,0.0,0.0080068111419677,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(75, 45)",invscaling,500000.0,lbfgs +0.28040003776550293,0.0,0.009202241897583,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(75, 75)",adaptive,500000.0,lbfgs +4.099.940.061.569.210,0.0,0.008509874343872,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(90, 90)",invscaling,500000.0,adam +31.938.350.200.653.000,0.0,0.0089800357818603,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(20, 40, 60)",invscaling,500000.0,adam +0.4317011833190918,0.0,0.0095338821411132,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(20, 100, 20)",invscaling,500000.0,lbfgs +249.497.389.793.396,0.0,0.0084011554718017,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(40, 20, 100)",constant,500000.0,adam +4.438.045.978.546.140,0.0,0.0132639408111572,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(40, 80, 60)",invscaling,500000.0,adam +5.254.938.125.610.350,0.0,0.0093429088592529,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(40, 80, 100)",adaptive,500000.0,adam +0.18103694915771484,0.0,0.0110449790954589,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(60, 20, 40)",adaptive,500000.0,lbfgs +4.830.652.952.194.210,0.0,0.0127768516540527,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(60, 60, 80)",constant,500000.0,adam +0.6198129653930664,0.0,0.0089170932769775,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(60, 80, 80)",adaptive,500000.0,lbfgs +0.23506498336791992,0.0,0.0091378688812255,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(80, 20, 40)",adaptive,500000.0,lbfgs +28.523.850.440.979.000,0.0,0.0110211372375488,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(80, 40, 80)",constant,500000.0,adam +0.431196928024292,0.0,0.0091691017150878,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,tanh,"(80, 60, 60)",constant,500000.0,lbfgs +16.682.896.614.074.700,0.0,0.0079841613769531,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,relu,"(20, 20, 80)",constant,500000.0,adam +0.36043286323547363,0.0,0.0110068321228027,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,relu,"(20, 40, 100)",constant,500000.0,lbfgs +18.845.100.402.832.000,0.0,0.0094728469848632,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,relu,"(20, 60, 20)",adaptive,500000.0,adam +1.478.933.334.350.580,0.0,0.0100808143615722,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,relu,"(20, 60, 100)",adaptive,500000.0,adam +17.311.251.163.482.600,0.0,0.0086090564727783,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,relu,"(20, 100, 20)",constant,500000.0,adam +20.335.559.844.970.700,0.0,0.0088798999786376,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,relu,"(20, 100, 40)",adaptive,500000.0,adam +0.2689831256866455,0.0,0.0088889598846435,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,relu,"(40, 20, 80)",constant,500000.0,lbfgs +0.4325089454650879,0.0,0.0087521076202392,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,relu,"(40, 80, 60)",constant,500000.0,lbfgs +15.792.279.243.469.200,0.0,0.0098769664764404,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,relu,"(60, 20, 100)",constant,500000.0,adam +0.41115403175354004,0.0,0.0088400840759277,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,relu,"(80, 20, 60)",constant,500000.0,lbfgs +1.512.718.915.939.330,0.0,0.0098190307617187,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,relu,"(80, 60, 20)",adaptive,500000.0,adam +15.322.120.189.666.700,0.0,0.0092270374298095,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8431372549019608,0.8431372549019608,0.0,58,0.9080459770114944,0.9080459770114944,0.0,9,1.0,1.0,0.0,1,0.9148936170212766,0.9148936170212766,0.0,9,MLPClassifier,,,,,,,relu,"(100, 20, 60)",invscaling,500000.0,adam +38.328.850.269.317.600,0.0,0.0109248161315917,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,logistic,"(20, 60, 80)",invscaling,500000.0,lbfgs +12.435.250.282.287.500,0.0,0.0082578659057617,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,logistic,"(60, 20, 20)",adaptive,500000.0,lbfgs +0.1888728141784668,0.0,0.0075840950012207,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,tanh,"(15, 45)",constant,500000.0,lbfgs +0.3251767158508301,0.0,0.0085129737854003,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,tanh,"(45, 90)",invscaling,500000.0,lbfgs +0.206618070602417,0.0,0.0089099407196044,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,tanh,"(90, 30)",constant,500000.0,lbfgs +4.690.328.121.185.300,0.0,0.0088739395141601,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,tanh,"(20, 80, 100)",invscaling,500000.0,adam +0.6685800552368164,0.0,0.0093839168548583,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,tanh,"(20, 80, 100)",adaptive,500000.0,lbfgs +0.21514678001403809,0.0,0.0081610679626464,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,tanh,"(40, 40, 40)",adaptive,500000.0,lbfgs +4.289.309.978.485.100,0.0,0.0098879337310791,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,tanh,"(40, 60, 100)",adaptive,500000.0,adam +0.7073147296905518,0.0,0.0134673118591308,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,tanh,"(60, 80, 60)",constant,500000.0,lbfgs +0.42022013664245605,0.0,0.0126039981842041,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,tanh,"(100, 40, 60)",invscaling,500000.0,lbfgs +5.344.199.895.858.760,0.0,0.0105581283569335,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,tanh,"(100, 80, 100)",adaptive,500000.0,adam +0.18035507202148438,0.0,0.0073969364166259,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,relu,"(30, 30)",adaptive,500000.0,lbfgs +0.19378089904785156,0.0,0.0079548358917236,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,relu,"(20, 20, 40)",adaptive,500000.0,lbfgs +13.125.810.623.168.900,0.0,0.0083742141723632,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,relu,"(20, 40, 40)",adaptive,500000.0,adam +13.970.208.168.029.700,0.0,0.008862018585205,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,relu,"(40, 20, 100)",adaptive,500000.0,adam +0.6959109306335449,0.0,0.0107202529907226,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8571428571428571,0.8571428571428571,0.0,29,0.9080459770114944,0.9080459770114944,0.0,9,0.9767441860465116,0.9767441860465116,0.0,1284,0.9130434782608696,0.9130434782608696,0.0,43,MLPClassifier,,,,,,,relu,"(60, 80, 20)",invscaling,500000.0,lbfgs +1.507.451.057.434.080,0.0,0.0088779926300048,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8723404255319149,0.8723404255319149,0.0,22,0.9080459770114944,0.9080459770114944,0.0,9,0.9534883720930232,0.9534883720930232,0.0,2739,0.9111111111111112,0.9111111111111112,0.0,60,MLPClassifier,,,,,,,logistic,"(40, 80, 60)",adaptive,500000.0,lbfgs +0.10290098190307617,0.0,0.0075361728668212,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,logistic,35,adaptive,500000.0,lbfgs +0.43108510971069336,0.0,0.0079727172851562,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,logistic,"(15, 60)",invscaling,500000.0,lbfgs +0.5106251239776611,0.0,0.0082108974456787,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,logistic,"(45, 45)",constant,500000.0,lbfgs +12.484.221.458.435.000,0.0,0.0127880573272705,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,logistic,"(20, 20, 60)",adaptive,500000.0,lbfgs +23.949.341.773.986.800,0.0,0.0090317726135253,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,logistic,"(60, 60, 80)",adaptive,500000.0,lbfgs +1.917.909.860.610.960,0.0,0.0062379837036132,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,logistic,"(80, 40, 100)",invscaling,500000.0,lbfgs +33.603.971.004.486.000,0.0,0.0091099739074707,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,logistic,"(100, 100, 100)",constant,500000.0,lbfgs +4.494.448.900.222.770,0.0,0.0079131126403808,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,60,constant,500000.0,adam +37.452.399.730.682.300,0.0,0.0077650547027587,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(15, 15)",invscaling,500000.0,adam +3.995.784.044.265.740,0.0,0.0109899044036865,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(15, 45)",adaptive,500000.0,adam +3.080.427.885.055.540,0.0,0.0094220638275146,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(30, 30)",invscaling,500000.0,adam +3.423.466.920.852.660,0.0,0.0082588195800781,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(30, 60)",constant,500000.0,adam +0.3158690929412842,0.0,0.0089519023895263,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(60, 90)",invscaling,500000.0,lbfgs +0.33158016204833984,0.0,0.0104990005493164,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(75, 15)",constant,500000.0,lbfgs +0.23366284370422363,0.0,0.008491039276123,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(75, 45)",constant,500000.0,lbfgs +34.846.248.626.708.900,0.0,0.0089867115020751,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(90, 15)",adaptive,500000.0,adam +0.22727298736572266,0.0,0.0088021755218505,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(90, 45)",invscaling,500000.0,lbfgs +2.521.450.996.398.920,0.0,0.0086550712585449,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(20, 40, 20)",invscaling,500000.0,adam +24.927.380.084.991.400,0.0,0.009286880493164,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(20, 40, 40)",invscaling,500000.0,adam +3.408.931.255.340.570,0.0,0.0089919567108154,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(20, 60, 20)",adaptive,500000.0,adam +4.467.060.804.367.060,0.0,0.0093472003936767,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(20, 80, 60)",constant,500000.0,adam +45.638.909.339.904.700,0.0,0.0055651664733886,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(20, 80, 80)",constant,500000.0,adam +5.562.015.056.610.100,0.0,0.0097491741180419,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(20, 80, 100)",constant,500000.0,adam +0.22603106498718262,0.0,0.0082190036773681,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(40, 20, 60)",invscaling,500000.0,lbfgs +375.598.406.791.687,0.0,0.0142748355865478,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(40, 60, 60)",constant,500000.0,adam +34.211.621.284.484.800,0.0,0.0090110301971435,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(40, 60, 60)",invscaling,500000.0,adam +33.665.661.811.828.600,0.0,0.0111811161041259,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(40, 80, 20)",adaptive,500000.0,adam +50.822.741.985.321.000,0.0,0.0120928287506103,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(40, 100, 60)",constant,500000.0,adam +34.236.879.348.754.800,0.0,0.0125970840454101,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(60, 40, 20)",constant,500000.0,adam +32.124.650.478.363.000,0.0,0.012258768081665,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(60, 40, 40)",invscaling,500000.0,adam +0.37514805793762207,0.0,0.01314377784729,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(60, 40, 80)",constant,500000.0,lbfgs +3.827.353.000.640.860,0.0,0.0128130912780761,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(60, 60, 20)",constant,500000.0,adam +36.536.099.910.736.000,0.0,0.0122168064117431,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(60, 80, 60)",constant,500000.0,adam +38.559.510.707.855.200,0.0,0.01503586769104,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(60, 80, 80)",invscaling,500000.0,adam +39.124.062.061.309.800,0.0,0.0096147060394287,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(60, 100, 20)",invscaling,500000.0,adam +3.990.644.931.793.210,0.0,0.0140919685363769,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(60, 100, 40)",adaptive,500000.0,adam +4.507.822.751.998.900,0.0,0.0098180770874023,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(60, 100, 60)",constant,500000.0,adam +4.187.604.188.919.060,0.0,0.0126678943634033,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(60, 100, 60)",adaptive,500000.0,adam +4.964.807.987.213.130,0.0,0.0096361637115478,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(60, 100, 80)",constant,500000.0,adam +3.109.837.055.206.290,0.0,0.0089709758758544,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(80, 40, 40)",constant,500000.0,adam +0.3636500835418701,0.0,0.0109391212463378,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(80, 40, 80)",invscaling,500000.0,lbfgs +2.837.193.012.237.540,0.0,0.0092520713806152,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(80, 60, 20)",adaptive,500000.0,adam +31.129.281.520.843.500,0.0,0.0093228816986083,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(80, 60, 80)",constant,500000.0,adam +38.279.428.482.055.600,0.0,0.0098030567169189,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(80, 60, 100)",adaptive,500000.0,adam +35.612.449.645.996.000,0.0,0.0178449153900146,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(80, 80, 20)",adaptive,500000.0,adam +4.087.011.098.861.690,0.0,0.0101451873779296,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(80, 100, 60)",adaptive,500000.0,adam +4.288.832.902.908.320,0.0,0.0099909305572509,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(80, 100, 80)",constant,500000.0,adam +28.220.667.839.050.200,0.0,0.0097532272338867,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(100, 20, 100)",adaptive,500000.0,adam +4.033.191.204.071.040,0.0,0.0125267505645751,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(100, 40, 80)",invscaling,500000.0,adam +3.633.864.164.352.410,0.0,0.0092298984527587,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(100, 60, 40)",invscaling,500000.0,adam +3.428.745.985.031.120,0.0,0.010483980178833,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(100, 60, 80)",invscaling,500000.0,adam +4.357.624.053.955.070,0.0,0.0093898773193359,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(100, 80, 100)",constant,500000.0,adam +4.073.271.989.822.380,0.0,0.0098030567169189,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,tanh,"(100, 100, 40)",invscaling,500000.0,adam +0.2974681854248047,0.0,0.0076427459716796,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(30, 15)",adaptive,500000.0,lbfgs +0.16602396965026855,0.0,0.0077271461486816,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(30, 60)",constant,500000.0,lbfgs +0.1608283519744873,0.0,0.0078027248382568,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(45, 30)",adaptive,500000.0,lbfgs +22.292.160.987.854.000,0.0,0.0085940361022949,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(45, 75)",adaptive,500000.0,adam +0.17236709594726562,0.0,0.0078411102294921,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(60, 30)",adaptive,500000.0,lbfgs +0.2563509941101074,0.0,0.0081918239593505,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(60, 60)",constant,500000.0,lbfgs +1.931.657.075.881.950,0.0,0.0088546276092529,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(60, 60)",constant,500000.0,adam +2.043.945.074.081.420,0.0,0.0085790157318115,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(75, 60)",adaptive,500000.0,adam +0.42824506759643555,0.0,0.0092039108276367,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(75, 90)",adaptive,500000.0,lbfgs +2.084.462.881.088.250,0.0,0.0084190368652343,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(90, 15)",invscaling,500000.0,adam +0.26970601081848145,0.0,0.0077147483825683,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(20, 20, 20)",constant,500000.0,lbfgs +16.014.573.574.066.100,0.0,0.009711742401123,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(20, 40, 40)",constant,500000.0,adam +0.3090810775756836,0.0,0.0085208415985107,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(20, 40, 60)",adaptive,500000.0,lbfgs +17.424.061.298.370.300,0.0,0.0098319053649902,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(20, 40, 80)",adaptive,500000.0,adam +1.781.324.863.433.830,0.0,0.0091593265533447,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(20, 60, 40)",adaptive,500000.0,adam +0.5370640754699707,0.0,0.0086579322814941,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(20, 60, 80)",constant,500000.0,lbfgs +0.503715991973877,0.0,0.0110080242156982,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(20, 60, 100)",constant,500000.0,lbfgs +0.40869903564453125,0.0,0.0087859630584716,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(20, 80, 60)",invscaling,500000.0,lbfgs +16.135.458.946.228.000,0.0,0.0089640617370605,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(20, 80, 60)",invscaling,500000.0,adam +2.032.186.269.760.130,0.0,0.0089929103851318,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(20, 100, 40)",constant,500000.0,adam +12.999.587.059.020.900,0.0,0.0086660385131835,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(40, 40, 40)",invscaling,500000.0,adam +14.399.981.498.718.200,0.0,0.0085346698760986,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(40, 40, 100)",constant,500000.0,adam +16.510.872.840.881.300,0.0,0.0089316368103027,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(40, 60, 20)",adaptive,500000.0,adam +19.200.670.719.146.700,0.0,0.0109801292419433,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(40, 100, 40)",constant,500000.0,adam +0.8392460346221924,0.0,0.0116212368011474,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(40, 100, 80)",invscaling,500000.0,lbfgs +168.989.896.774.292,0.0,0.0112810134887695,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(60, 20, 40)",constant,500000.0,adam +2.073.180.913.925.170,0.0,0.0096271038055419,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(60, 20, 40)",adaptive,500000.0,adam +17.688.589.096.069.300,0.0,0.0107672214508056,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(60, 20, 60)",invscaling,500000.0,adam +1.427.990.198.135.370,0.0,0.0092909336090087,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(60, 20, 100)",invscaling,500000.0,adam +149.778.413.772.583,0.0,0.0087499618530273,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(60, 40, 80)",constant,500000.0,adam +18.032.710.552.215.500,0.0,0.0103249549865722,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(60, 80, 20)",invscaling,500000.0,adam +1.448.974.847.793.570,0.0,0.0121111869812011,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(60, 100, 20)",invscaling,500000.0,adam +1.583.932.876.586.910,0.0,0.0093569755554199,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(60, 100, 40)",adaptive,500000.0,adam +1.741.468.906.402.580,0.0,0.0097589492797851,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(60, 100, 100)",constant,500000.0,adam +0.3012409210205078,0.0,0.0096321105957031,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(80, 20, 60)",invscaling,500000.0,lbfgs +16.092.419.624.328.600,0.0,0.0100271701812744,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(80, 40, 40)",adaptive,500000.0,adam +180.325.710.773.468,0.0,0.0093610286712646,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(80, 40, 80)",adaptive,500000.0,sgd +133.040.189.743.042,0.0,0.0098631381988525,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(80, 60, 60)",adaptive,500000.0,adam +0.5400710105895996,0.0,0.0091860294342041,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(80, 60, 80)",adaptive,500000.0,lbfgs +0.6727778911590576,0.0,0.0094542503356933,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(80, 60, 100)",constant,500000.0,lbfgs +1.744.518.756.866.450,0.0,0.0095291137695312,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(80, 60, 100)",constant,500000.0,adam +16.747.207.641.601.500,0.0,0.0098521709442138,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(80, 80, 80)",invscaling,500000.0,adam +17.518.112.659.454.300,0.0,0.0093617439270019,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(80, 100, 20)",constant,500000.0,adam +13.690.688.610.076.900,0.0,0.0095460414886474,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(100, 20, 40)",invscaling,500000.0,adam +12.814.347.743.988.000,0.0,0.0092580318450927,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(100, 20, 60)",adaptive,500000.0,adam +11.273.598.670.959.400,0.0,0.0088839530944824,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(100, 40, 60)",constant,500000.0,adam +12.507.178.783.416.700,0.0,0.0089960098266601,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(100, 40, 80)",adaptive,500000.0,adam +15.660.970.211.029.000,0.0,0.0090179443359375,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(100, 60, 20)",invscaling,500000.0,adam +0.5092768669128418,0.0,0.0092482566833496,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(100, 60, 60)",invscaling,500000.0,lbfgs +1.753.242.015.838.620,0.0,0.0094580650329589,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(100, 60, 60)",adaptive,500000.0,adam +0.7971997261047363,0.0,0.0130951404571533,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(100, 60, 100)",constant,500000.0,lbfgs +1.707.366.704.940.790,0.0,0.0103421211242675,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(100, 60, 100)",constant,500000.0,adam +0.6960060596466064,0.0,0.0097930431365966,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(100, 60, 100)",invscaling,500000.0,lbfgs +18.340.539.932.250.900,0.0,0.0097160339355468,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(100, 80, 100)",adaptive,500000.0,adam +16.504.650.115.966.700,0.0,0.0080599784851074,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8269230769230769,0.8269230769230769,0.0,195,0.896551724137931,0.896551724137931,0.0,61,1.0,1.0,0.0,1,0.9052631578947368,0.9052631578947368,0.0,61,MLPClassifier,,,,,,,relu,"(100, 100, 100)",adaptive,500000.0,adam +1.075.848.913.192.740,0.0,0.0094740390777587,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,logistic,"(15, 60)",constant,500000.0,adam +0.4927940368652344,0.0,0.0090351104736328,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,logistic,"(20, 40, 20)",constant,500000.0,lbfgs +16.512.949.466.705.300,0.0,0.0097370147705078,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,logistic,"(20, 40, 100)",adaptive,500000.0,lbfgs +0.6637380123138428,0.0,0.0083959102630615,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,logistic,"(20, 80, 40)",invscaling,500000.0,lbfgs +28.579.039.573.669.400,0.0,0.0087668895721435,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,logistic,"(20, 100, 60)",adaptive,500000.0,lbfgs +2.857.348.918.914.790,0.0,0.0093259811401367,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,logistic,"(60, 60, 80)",invscaling,500000.0,lbfgs +11.170.742.511.749.200,0.0,0.0092427730560302,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,logistic,"(100, 20, 40)",adaptive,500000.0,lbfgs +0.12423896789550781,0.0,0.0089859962463378,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,10,invscaling,500000.0,lbfgs +0.04391813278198242,0.0,0.0074579715728759,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,20,invscaling,500000.0,lbfgs +0.0691061019897461,0.0,0.0067000389099121,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,25,adaptive,500000.0,lbfgs +0.13096404075622559,0.0,0.009610891342163,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,95,constant,500000.0,lbfgs +0.1851339340209961,0.0,0.0083222389221191,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(45, 15)",constant,500000.0,lbfgs +0.1359269618988037,0.0,0.00797700881958,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(45, 30)",adaptive,500000.0,lbfgs +0.15563273429870605,0.0,0.0079712867736816,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(45, 45)",invscaling,500000.0,lbfgs +0.2622509002685547,0.0,0.0104153156280517,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(45, 90)",constant,500000.0,lbfgs +4.706.776.142.120.360,0.0,0.0085971355438232,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(60, 90)",adaptive,500000.0,adam +0.30679988861083984,0.0,0.0090270042419433,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(75, 75)",constant,500000.0,lbfgs +0.24490690231323242,0.0,0.0119211673736572,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(90, 45)",constant,500000.0,lbfgs +0.23209285736083984,0.0,0.0128059387207031,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(90, 45)",adaptive,500000.0,lbfgs +3.605.999.708.175.650,0.0,0.0087323188781738,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(20, 60, 40)",invscaling,500000.0,adam +25.370.569.229.125.900,0.0,0.0084471702575683,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(40, 20, 40)",adaptive,500000.0,adam +0.2466421127319336,0.0,0.008495807647705,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(40, 20, 80)",adaptive,500000.0,lbfgs +0.237321138381958,0.0,0.0096938610076904,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(40, 40, 60)",constant,500000.0,lbfgs +0.5374283790588379,0.0,0.0093398094177246,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(40, 80, 80)",invscaling,500000.0,lbfgs +4.974.179.983.139.030,0.0,0.0086259841918945,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(40, 100, 100)",adaptive,500000.0,adam +0.34568095207214355,0.0,0.0124800205230712,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(60, 20, 100)",constant,500000.0,lbfgs +3.694.054.126.739.500,0.0,0.0127289295196533,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(60, 20, 100)",adaptive,500000.0,adam +0.6399638652801514,0.0,0.0140712261199951,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(60, 60, 80)",invscaling,500000.0,lbfgs +3.709.003.210.067.740,0.0,0.009354829788208,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(60, 80, 60)",invscaling,500000.0,adam +0.6155960559844971,0.0,0.0091121196746826,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(60, 80, 80)",constant,500000.0,lbfgs +0.5035042762756348,0.0,0.00950288772583,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(60, 100, 40)",constant,500000.0,lbfgs +25.379.252.433.776.800,0.0,0.0079338550567626,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(80, 20, 20)",constant,500000.0,adam +0.2610487937927246,0.0,0.0086750984191894,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(80, 20, 40)",invscaling,500000.0,lbfgs +2.866.111.993.789.670,0.0,0.0093071460723876,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(80, 20, 60)",invscaling,500000.0,adam +28.885.130.882.263.100,0.0,0.0114071369171142,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(80, 20, 80)",constant,500000.0,adam +3.555.701.971.054.070,0.0,0.0095770359039306,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(80, 60, 80)",adaptive,500000.0,adam +34.741.220.474.243.100,0.0,0.0102031230926513,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(80, 80, 20)",constant,500000.0,adam +409.440.279.006.958,0.0,0.0096099376678466,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(100, 40, 80)",constant,500000.0,adam +4.195.634.841.918.940,0.0,0.0140411853790283,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(100, 40, 80)",adaptive,500000.0,adam +33.614.559.173.583.900,0.0,0.0100131034851074,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(100, 80, 40)",constant,500000.0,adam +3.943.182.945.251.460,0.0,0.0099968910217285,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(100, 80, 60)",invscaling,500000.0,adam +47.115.159.034.729,0.0,0.0136020183563232,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,tanh,"(100, 100, 20)",adaptive,500000.0,adam +0.1096642017364502,0.0,0.0075418949127197,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,60,constant,500000.0,lbfgs +0.12819600105285645,0.0,0.0100839138031005,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(15, 30)",adaptive,500000.0,lbfgs +0.14861202239990234,0.0,0.0076708793640136,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(30, 45)",constant,500000.0,lbfgs +0.25237488746643066,0.0,0.0084650516510009,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(75, 45)",adaptive,500000.0,lbfgs +0.31261277198791504,0.0,0.0114171504974365,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(75, 60)",invscaling,500000.0,lbfgs +20.086.097.717.285.100,0.0,0.0097782611846923,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(20, 60, 80)",constant,500000.0,adam +0.46263885498046875,0.0,0.0093979835510253,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(20, 60, 80)",invscaling,500000.0,lbfgs +0.6426560878753662,0.0,0.0089080333709716,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(20, 60, 100)",invscaling,500000.0,lbfgs +0.3700230121612549,0.0,0.0099439620971679,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(20, 80, 40)",adaptive,500000.0,lbfgs +0.2442021369934082,0.0,0.008544921875,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(40, 20, 20)",invscaling,500000.0,lbfgs +17.188.239.097.595.200,0.0,0.0084290504455566,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(40, 20, 40)",constant,500000.0,adam +0.3289968967437744,0.0,0.0088300704956054,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(40, 60, 60)",invscaling,500000.0,lbfgs +0.4943842887878418,0.0,0.0105898380279541,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(40, 80, 40)",constant,500000.0,lbfgs +26.541.578.769.683.800,0.0,0.0089859962463378,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(40, 100, 60)",adaptive,500000.0,sgd +0.37877893447875977,0.0,0.0083990097045898,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(60, 20, 100)",constant,500000.0,lbfgs +0.31656408309936523,0.0,0.0099282264709472,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(60, 40, 80)",adaptive,500000.0,lbfgs +0.4962460994720459,0.0,0.0096907615661621,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(60, 60, 60)",constant,500000.0,lbfgs +0.47890305519104004,0.0,0.0090692043304443,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(60, 60, 80)",adaptive,500000.0,lbfgs +0.5786652565002441,0.0,0.009366750717163,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(60, 100, 40)",adaptive,500000.0,lbfgs +0.4761948585510254,0.0,0.0104901790618896,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(80, 40, 20)",invscaling,500000.0,lbfgs +0.7230737209320068,0.0,0.0098261833190917,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(80, 100, 80)",constant,500000.0,lbfgs +0.46953582763671875,0.0,0.0099833011627197,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(100, 40, 80)",invscaling,500000.0,lbfgs +0.6844198703765869,0.0,0.0093071460723876,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(100, 60, 100)",adaptive,500000.0,lbfgs +0.6604032516479492,0.0,0.0098688602447509,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.84,0.84,0.0,92,0.896551724137931,0.896551724137931,0.0,61,0.9767441860465116,0.9767441860465116,0.0,1284,0.9032258064516128,0.9032258064516128,0.0,169,MLPClassifier,,,,,,,relu,"(100, 80, 40)",adaptive,500000.0,lbfgs +13.555.550.575.256.300,0.0,0.0099208354949951,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8541666666666666,0.8541666666666666,0.0,47,0.896551724137931,0.896551724137931,0.0,61,0.9534883720930232,0.9534883720930232,0.0,2739,0.9010989010989012,0.9010989010989012,0.0,235,MLPClassifier,,,,,,,logistic,"(40, 40, 60)",constant,500000.0,lbfgs +0.1205446720123291,0.0,0.0082011222839355,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8541666666666666,0.8541666666666666,0.0,47,0.896551724137931,0.896551724137931,0.0,61,0.9534883720930232,0.9534883720930232,0.0,2739,0.9010989010989012,0.9010989010989012,0.0,235,MLPClassifier,,,,,,,tanh,95,adaptive,500000.0,lbfgs +0.16425180435180664,0.0,0.0080409049987792,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8541666666666666,0.8541666666666666,0.0,47,0.896551724137931,0.896551724137931,0.0,61,0.9534883720930232,0.9534883720930232,0.0,2739,0.9010989010989012,0.9010989010989012,0.0,235,MLPClassifier,,,,,,,tanh,"(20, 40, 40)",constant,500000.0,lbfgs +0.20769500732421875,0.0,0.0078780651092529,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8541666666666666,0.8541666666666666,0.0,47,0.896551724137931,0.896551724137931,0.0,61,0.9534883720930232,0.9534883720930232,0.0,2739,0.9010989010989012,0.9010989010989012,0.0,235,MLPClassifier,,,,,,,relu,"(15, 90)",constant,500000.0,lbfgs +0.40831613540649414,0.0,0.0091249942779541,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8541666666666666,0.8541666666666666,0.0,47,0.896551724137931,0.896551724137931,0.0,61,0.9534883720930232,0.9534883720930232,0.0,2739,0.9010989010989012,0.9010989010989012,0.0,235,MLPClassifier,,,,,,,relu,"(90, 75)",invscaling,500000.0,lbfgs +0.28679704666137695,0.0,0.0086357593536376,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8541666666666666,0.8541666666666666,0.0,47,0.896551724137931,0.896551724137931,0.0,61,0.9534883720930232,0.9534883720930232,0.0,2739,0.9010989010989012,0.9010989010989012,0.0,235,MLPClassifier,,,,,,,relu,"(40, 40, 80)",constant,500000.0,lbfgs +0.18306994438171387,0.0,0.0077641010284423,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,logistic,70,constant,500000.0,lbfgs +14.605.699.062.347.400,0.0,0.0105438232421875,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,logistic,"(15, 75)",invscaling,500000.0,adam +0.4655721187591553,0.0,0.0084407329559326,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,logistic,"(30, 90)",adaptive,500000.0,lbfgs +11.420.401.811.599.700,0.0,0.0087192058563232,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,logistic,"(20, 60, 20)",invscaling,500000.0,adam +1.196.617.841.720.580,0.0,0.0093181133270263,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,logistic,"(20, 80, 80)",adaptive,500000.0,lbfgs +13.401.987.552.642.800,0.0,0.0084049701690673,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,logistic,"(40, 20, 100)",adaptive,500000.0,lbfgs +4.582.935.810.089.110,0.0,0.0090579986572265,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,logistic,"(60, 80, 60)",adaptive,500000.0,lbfgs +26.533.689.498.901.300,0.0,0.0092082023620605,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,logistic,"(100, 20, 60)",adaptive,500000.0,lbfgs +17.554.709.911.346.400,0.0,0.0098271369934082,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,logistic,"(100, 20, 100)",adaptive,500000.0,lbfgs +198.698.091.506.958,0.0,0.0106689929962158,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,logistic,"(100, 40, 100)",adaptive,500000.0,lbfgs +2.849.059.820.175.170,0.0,0.0098590850830078,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,logistic,"(100, 60, 100)",constant,500000.0,lbfgs +0.04708504676818848,0.0,0.0071711540222167,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,35,invscaling,500000.0,lbfgs +0.08561825752258301,0.0,0.0088026523590087,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,60,adaptive,500000.0,lbfgs +0.08781123161315918,0.0,0.0075788497924804,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,65,constant,500000.0,lbfgs +0.09915900230407715,0.0,0.0094838142395019,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,70,constant,500000.0,lbfgs +4.655.611.276.626.580,0.0,0.0079479217529296,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,75,invscaling,500000.0,adam +0.09191131591796875,0.0,0.0104877948760986,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,80,constant,500000.0,lbfgs +61.392.951.011.657.700,0.0,0.0092179775238037,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,95,invscaling,500000.0,adam +0.13991618156433105,0.0,0.0082278251647949,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,100,invscaling,500000.0,lbfgs +4.199.474.811.553.950,0.0,0.016097068786621,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(15, 15)",constant,500000.0,adam +38.665.578.365.325.900,0.0,0.0155911445617675,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(15, 30)",constant,500000.0,adam +0.18324613571166992,0.0,0.0081396102905273,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(30, 75)",constant,500000.0,lbfgs +0.2071690559387207,0.0,0.0115039348602294,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(30, 75)",adaptive,500000.0,lbfgs +41.724.748.611.450.100,0.0,0.0079641342163085,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(30, 90)",invscaling,500000.0,adam +38.544.888.496.398.900,0.0,0.0081079006195068,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(30, 90)",adaptive,500000.0,adam +33.320.400.714.874.200,0.0,0.0083870887756347,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(45, 15)",constant,500000.0,adam +33.046.510.219.573.900,0.0,0.008066177368164,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(45, 30)",constant,500000.0,adam +33.860.878.944.396.900,0.0,0.0084121227264404,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(45, 45)",constant,500000.0,adam +0.23660993576049805,0.0,0.0083420276641845,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(45, 75)",constant,500000.0,lbfgs +45.714.192.390.441.800,0.0,0.0082907676696777,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(45, 75)",adaptive,500000.0,adam +4.758.545.875.549.310,0.0,0.0093691349029541,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(45, 90)",constant,500000.0,adam +3.918.292.999.267.570,0.0,0.0093109607696533,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(60, 45)",adaptive,500000.0,adam +0.20356082916259766,0.0,0.0084538459777832,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(60, 60)",constant,500000.0,lbfgs +0.25067710876464844,0.0,0.0085868835449218,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(75, 15)",adaptive,500000.0,lbfgs +0.4105720520019531,0.0,0.0088388919830322,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(75, 90)",adaptive,500000.0,lbfgs +4.349.191.188.812.250,0.0,0.0170669555664062,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(90, 45)",invscaling,500000.0,adam +4.060.529.947.280.880,0.0,0.0095660686492919,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(90, 60)",constant,500000.0,adam +0.27718186378479004,0.0,0.0096020698547363,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(90, 60)",invscaling,500000.0,lbfgs +4.078.668.832.778.930,0.0,0.0104072093963623,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(90, 60)",invscaling,500000.0,adam +4.359.249.830.245.970,0.0,0.0084559917449951,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(90, 75)",constant,500000.0,adam +0.21521401405334473,0.0,0.0079238414764404,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(20, 20, 60)",constant,500000.0,lbfgs +2.752.426.862.716.670,0.0,0.0096809864044189,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(20, 20, 80)",constant,500000.0,adam +25.882.411.003.112.700,0.0,0.0079588890075683,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(20, 40, 20)",adaptive,500000.0,adam +36.189.732.551.574.700,0.0,0.0105769634246826,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(20, 40, 80)",constant,500000.0,adam +0.3297262191772461,0.0,0.0084547996520996,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(20, 40, 100)",adaptive,500000.0,lbfgs +42.716.169.357.299.800,0.0,0.0101611614227294,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(20, 60, 80)",constant,500000.0,adam +0.3182201385498047,0.0,0.0088667869567871,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(20, 80, 40)",constant,500000.0,lbfgs +39.136.619.567.871.000,0.0,0.0093941688537597,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(20, 80, 60)",invscaling,500000.0,adam +4.659.857.273.101.800,0.0,0.0085508823394775,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(20, 100, 40)",invscaling,500000.0,adam +4.760.190.010.070.800,0.0,0.0098228454589843,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(20, 100, 60)",constant,500000.0,adam +5.557.225.942.611.690,0.0,0.0088472366333007,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(20, 100, 80)",adaptive,500000.0,adam +5.582.865.238.189.690,0.0,0.0086967945098876,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(20, 100, 100)",adaptive,500000.0,adam +33.624.160.289.764.400,0.0,0.011307954788208,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 20, 80)",invscaling,500000.0,adam +31.024.329.662.323,0.0,0.0121500492095947,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 20, 80)",adaptive,500000.0,adam +0.294525146484375,0.0,0.0088639259338378,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 20, 100)",adaptive,500000.0,lbfgs +0.19213509559631348,0.0,0.0085890293121337,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 40, 20)",constant,500000.0,lbfgs +2.489.626.169.204.710,0.0,0.0080490112304687,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 40, 20)",constant,500000.0,adam +0.2673919200897217,0.0,0.0084731578826904,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 40, 60)",invscaling,500000.0,lbfgs +291.385.817.527.771,0.0,0.0101230144500732,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 60, 20)",constant,500000.0,adam +2.978.893.995.285.030,0.0,0.0108590126037597,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 60, 40)",invscaling,500000.0,adam +3.488.809.823.989.860,0.0,0.0095272064208984,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 80, 20)",invscaling,500000.0,adam +30.943.121.910.095.200,0.0,0.0087506771087646,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 80, 40)",invscaling,500000.0,adam +0.5522260665893555,0.0,0.0093271732330322,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 100, 20)",invscaling,500000.0,lbfgs +3.481.034.994.125.360,0.0,0.0100107192993164,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 100, 40)",constant,500000.0,adam +0.5978031158447266,0.0,0.0095329284667968,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 100, 60)",constant,500000.0,lbfgs +4.358.068.943.023.680,0.0,0.0174291133880615,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 100, 60)",adaptive,500000.0,adam +4.415.115.833.282.470,0.0,0.0087649822235107,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 100, 80)",invscaling,500000.0,adam +5.271.126.985.549.920,0.0,0.0098330974578857,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(40, 100, 100)",invscaling,500000.0,adam +0.3175380229949951,0.0,0.0123260021209716,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(60, 40, 20)",constant,500000.0,lbfgs +3.757.852.077.484.130,0.0,0.0128779411315917,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(60, 40, 40)",adaptive,500000.0,adam +4.179.955.005.645.750,0.0,0.0129001140594482,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(60, 40, 80)",adaptive,500000.0,adam +4.607.544.898.986.810,0.0,0.0144150257110595,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(60, 40, 100)",invscaling,500000.0,adam +4.108.464.956.283.560,0.0,0.0129201412200927,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(60, 40, 100)",adaptive,500000.0,adam +5.091.849.088.668.820,0.0,0.0137221813201904,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(60, 60, 60)",adaptive,500000.0,adam +4.285.450.220.108.030,0.0,0.0090408325195312,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(60, 80, 80)",constant,500000.0,adam +4.075.679.063.796.990,0.0,0.0090830326080322,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(60, 80, 80)",adaptive,500000.0,adam +0.637721061706543,0.0,0.009735107421875,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(60, 80, 100)",constant,500000.0,lbfgs +0.6270081996917725,0.0,0.0120208263397216,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(60, 100, 80)",invscaling,500000.0,lbfgs +4.508.632.659.912.100,0.0,0.0092720985412597,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(60, 100, 100)",adaptive,500000.0,adam +3.369.357.109.069.820,0.0,0.0096888542175292,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 40, 80)",adaptive,500000.0,adam +0.4320368766784668,0.0,0.0093050003051757,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 60, 20)",invscaling,500000.0,lbfgs +31.080.880.165.100.000,0.0,0.0094900131225585,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 60, 40)",constant,500000.0,adam +3.113.596.200.942.990,0.0,0.0097129344940185,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 60, 40)",invscaling,500000.0,adam +0.4540889263153076,0.0,0.0096209049224853,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 60, 60)",invscaling,500000.0,lbfgs +33.350.229.263.305.600,0.0,0.0093729496002197,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 60, 60)",invscaling,500000.0,adam +3.633.754.253.387.450,0.0,0.0107998847961425,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 60, 60)",adaptive,500000.0,adam +3.592.491.865.158.080,0.0,0.0103120803833007,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 60, 80)",invscaling,500000.0,adam +36.058.712.005.615.200,0.0,0.0143139362335205,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 60, 100)",invscaling,500000.0,adam +3.500.669.240.951.530,0.0,0.0113039016723632,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 80, 40)",constant,500000.0,adam +3.996.757.984.161.370,0.0,0.00950288772583,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 80, 60)",constant,500000.0,adam +39.353.039.264.678.900,0.0,0.0097978115081787,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 80, 60)",adaptive,500000.0,adam +383.918.833.732.605,0.0,0.0108287334442138,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 80, 80)",invscaling,500000.0,adam +3.864.182.949.066.160,0.0,0.0098860263824462,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 100, 20)",constant,500000.0,adam +373.457.407.951.355,0.0,0.0095841884613037,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 100, 40)",invscaling,500000.0,adam +0.6372790336608887,0.0,0.0099139213562011,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 100, 60)",constant,500000.0,lbfgs +5.023.678.779.602.050,0.0,0.0135910511016845,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(80, 100, 80)",adaptive,500000.0,adam +0.3987271785736084,0.0,0.0088238716125488,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 20, 80)",invscaling,500000.0,lbfgs +0.37624216079711914,0.0,0.0093059539794921,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 40, 40)",adaptive,500000.0,lbfgs +30.194.222.927.093.500,0.0,0.0131137371063232,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 40, 40)",adaptive,500000.0,adam +3.205.242.156.982.420,0.0,0.0114359855651855,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 40, 60)",invscaling,500000.0,adam +3.402.595.043.182.370,0.0,0.0114748477935791,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 60, 20)",adaptive,500000.0,adam +38.724.617.958.068.800,0.0,0.0150051116943359,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 60, 80)",constant,500000.0,adam +3.857.318.878.173.820,0.0,0.0096051692962646,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 60, 100)",invscaling,500000.0,adam +415.328.311.920.166,0.0,0.0101230144500732,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 80, 60)",adaptive,500000.0,adam +0.7915668487548828,0.0,0.010026216506958,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 80, 80)",invscaling,500000.0,lbfgs +4.474.921.941.757.200,0.0,0.0099291801452636,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 80, 80)",adaptive,500000.0,adam +0.7563300132751465,0.0,0.0102319717407226,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 100, 40)",invscaling,500000.0,lbfgs +4.362.294.912.338.250,0.0,0.0102238655090332,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 100, 60)",adaptive,500000.0,adam +4.810.333.967.208.860,0.0,0.009106159210205,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 100, 80)",constant,500000.0,adam +4.612.116.813.659.660,0.0,0.0084471702575683,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 100, 80)",invscaling,500000.0,adam +4.221.453.666.687.010,0.0,0.0103161334991455,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 100, 80)",adaptive,500000.0,adam +4.650.532.960.891.720,0.0,0.010850191116333,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 100, 100)",invscaling,500000.0,adam +3.824.024.200.439.450,0.0,0.0082061290740966,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,tanh,"(100, 100, 100)",adaptive,500000.0,adam +28.698.368.072.509.700,0.0,0.00828218460083,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,25,adaptive,500000.0,adam +0.1670849323272705,0.0,0.0079791545867919,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,90,invscaling,500000.0,lbfgs +0.1043398380279541,0.0,0.0092551708221435,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(15, 15)",invscaling,500000.0,lbfgs +232.356.595.993.042,0.0,0.0078039169311523,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(15, 60)",invscaling,500000.0,adam +22.913.811.206.817.600,0.0,0.0093269348144531,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(15, 75)",adaptive,500000.0,adam +25.566.470.623.016.300,0.0,0.0106148719787597,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(15, 90)",adaptive,500000.0,adam +0.14031291007995605,0.0,0.0077459812164306,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(30, 45)",adaptive,500000.0,lbfgs +25.099.220.275.878.900,0.0,0.0094988346099853,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(30, 45)",adaptive,500000.0,adam +233.081.316.947.937,0.0,0.008105993270874,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(30, 60)",invscaling,500000.0,adam +23.099.358.081.817.600,0.0,0.0081579685211181,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(30, 60)",adaptive,500000.0,adam +22.801.358.699.798.500,0.0,0.0084989070892333,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(30, 75)",constant,500000.0,adam +24.826.650.619.506.800,0.0,0.0081188678741455,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(30, 75)",invscaling,500000.0,adam +2.017.712.116.241.450,0.0,0.0084328651428222,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(30, 75)",adaptive,500000.0,adam +22.808.592.319.488.500,0.0,0.0077250003814697,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(30, 90)",adaptive,500000.0,adam +19.650.769.233.703.600,0.0,0.0079870223999023,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(45, 45)",constant,500000.0,adam +0.28169918060302734,0.0,0.008408784866333,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(45, 75)",adaptive,500000.0,lbfgs +2.444.597.005.844.110,0.0,0.0090491771697998,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(45, 90)",invscaling,500000.0,adam +0.17208123207092285,0.0,0.0114057064056396,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 30)",constant,500000.0,lbfgs +20.102.057.456.970.200,0.0,0.0084941387176513,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 30)",constant,500000.0,adam +0.18280029296875,0.0,0.0080640316009521,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 45)",invscaling,500000.0,lbfgs +2.130.344.867.706.290,0.0,0.008498191833496,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 90)",constant,500000.0,adam +2.152.070.999.145.500,0.0,0.0082848072052001,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 90)",invscaling,500000.0,adam +0.38256192207336426,0.0,0.009023904800415,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 90)",adaptive,500000.0,lbfgs +22.826.437.950.134.200,0.0,0.0096650123596191,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(75, 30)",adaptive,500000.0,adam +2.026.435.136.795.040,0.0,0.0087828636169433,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(75, 45)",adaptive,500000.0,adam +22.858.989.238.739.000,0.0,0.0091290473937988,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(75, 75)",constant,500000.0,adam +18.700.451.850.891.100,0.0,0.009246826171875,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(90, 30)",invscaling,500000.0,adam +0.29056882858276367,0.0,0.01186203956604,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(90, 45)",adaptive,500000.0,lbfgs +2.305.535.078.048.700,0.0,0.0087950229644775,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(90, 75)",invscaling,500000.0,adam +17.790.861.129.760.700,0.0,0.0078969001770019,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(20, 20, 40)",invscaling,500000.0,adam +13.694.140.911.102.200,0.0,0.0078098773956298,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(20, 20, 60)",invscaling,500000.0,adam +13.359.830.379.486.000,0.0,0.0084791183471679,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(20, 20, 60)",adaptive,500000.0,adam +0.2149651050567627,0.0,0.0082869529724121,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(20, 20, 80)",invscaling,500000.0,lbfgs +12.941.272.258.758.500,0.0,0.0080797672271728,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(20, 40, 20)",adaptive,500000.0,adam +0.38474082946777344,0.0,0.0106391906738281,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(20, 40, 80)",invscaling,500000.0,lbfgs +18.088.293.075.561.500,0.0,0.0081977844238281,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(20, 60, 20)",constant,500000.0,adam +22.201.232.194.900.500,0.0,0.0086739063262939,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(20, 80, 100)",adaptive,500000.0,sgd +17.564.020.156.860.300,0.0,0.0089919567108154,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(20, 100, 40)",invscaling,500000.0,adam +19.319.629.669.189.400,0.0,0.0096819400787353,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(20, 100, 60)",invscaling,500000.0,adam +19.348.628.520.965.500,0.0,0.0097222328186035,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(20, 100, 100)",invscaling,500000.0,adam +24.044.349.193.573,0.0,0.0087149143218994,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(20, 100, 100)",adaptive,500000.0,adam +9.921.592.950.820.920,0.0,0.0088980197906494,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 20, 20)",constant,500000.0,sgd +14.987.819.194.793.700,0.0,0.0085101127624511,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 20, 20)",adaptive,500000.0,adam +12.114.969.730.377.100,0.0,0.008397102355957,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 20, 40)",adaptive,500000.0,sgd +13.830.950.260.162.300,0.0,0.010826826095581,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 20, 60)",invscaling,500000.0,adam +14.044.451.713.562.000,0.0,0.0086238384246826,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 60, 20)",invscaling,500000.0,adam +15.711.021.423.339.800,0.0,0.0095369815826416,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 60, 100)",constant,500000.0,adam +0.5362858772277832,0.0,0.0093722343444824,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 60, 100)",adaptive,500000.0,lbfgs +17.639.751.434.326.100,0.0,0.0135939121246337,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 60, 100)",adaptive,500000.0,adam +15.853.188.037.872.300,0.0,0.011526346206665,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 80, 20)",invscaling,500000.0,adam +22.246.387.243.270.800,0.0,0.011387825012207,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 80, 80)",constant,500000.0,sgd +17.508.759.498.596.100,0.0,0.0093250274658203,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 80, 100)",invscaling,500000.0,adam +23.632.607.460.021.900,0.0,0.0104150772094726,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 100, 20)",constant,500000.0,adam +2.679.978.847.503.660,0.0,0.0120620727539062,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 100, 20)",adaptive,500000.0,adam +23.207.884.073.257.400,0.0,0.0087459087371826,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 100, 40)",constant,500000.0,sgd +15.755.279.064.178.400,0.0,0.0095970630645751,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 100, 60)",constant,500000.0,adam +19.226.179.122.924.800,0.0,0.0100469589233398,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 100, 60)",invscaling,500000.0,adam +23.373.382.091.522.200,0.0,0.0108170509338378,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 100, 80)",constant,500000.0,adam +22.294.580.936.431.800,0.0,0.0108561515808105,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 100, 80)",adaptive,500000.0,adam +2.130.366.802.215.570,0.0,0.0109460353851318,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(40, 100, 100)",invscaling,500000.0,adam +16.683.778.762.817.300,0.0,0.0121998786926269,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 20, 20)",constant,500000.0,adam +16.637.632.846.832.200,0.0,0.0088210105895996,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 20, 20)",invscaling,500000.0,adam +0.420443058013916,0.0,0.0103490352630615,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 20, 20)",adaptive,500000.0,lbfgs +17.602.503.299.713.100,0.0,0.0128138065338134,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 20, 60)",constant,500000.0,adam +0.3574693202972412,0.0,0.0101749897003173,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 20, 60)",adaptive,500000.0,lbfgs +15.154.292.583.465.500,0.0,0.0093128681182861,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 40, 20)",invscaling,500000.0,adam +13.257.977.962.493.800,0.0,0.0137929916381835,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 40, 60)",constant,500000.0,adam +14.702.510.833.740.200,0.0,0.0093369483947753,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 40, 60)",adaptive,500000.0,adam +0.4930078983306885,0.0,0.009552001953125,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 40, 100)",invscaling,500000.0,lbfgs +1.476.473.093.032.830,0.0,0.0095880031585693,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 40, 100)",invscaling,500000.0,adam +15.056.638.717.651.300,0.0,0.0092718601226806,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 60, 20)",adaptive,500000.0,adam +16.008.460.521.697.900,0.0,0.0093870162963867,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 60, 60)",adaptive,500000.0,adam +17.117.359.638.214.100,0.0,0.0089428424835205,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 80, 60)",invscaling,500000.0,adam +0.5469949245452881,0.0,0.0094461441040039,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 100, 40)",invscaling,500000.0,lbfgs +16.095.678.806.304.900,0.0,0.0095188617706298,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 100, 60)",constant,500000.0,adam +15.718.679.428.100.500,0.0,0.0094897747039794,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 100, 60)",invscaling,500000.0,adam +19.677.698.612.213.100,0.0,0.0093069076538085,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(60, 100, 60)",adaptive,500000.0,adam +13.427.340.984.344.400,0.0,0.0088191032409667,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 20, 20)",invscaling,500000.0,adam +12.498.507.499.694.800,0.0,0.0091240406036376,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 20, 60)",invscaling,500000.0,adam +17.513.034.105.300.900,0.0,0.0089478492736816,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 40, 60)",adaptive,500000.0,sgd +15.600.409.507.751.400,0.0,0.0099959373474121,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 40, 80)",invscaling,500000.0,adam +14.925.172.328.948.900,0.0,0.0101649761199951,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 60, 60)",invscaling,500000.0,adam +16.387.016.773.223.800,0.0,0.0094091892242431,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 60, 100)",invscaling,500000.0,adam +15.936.028.957.366.900,0.0,0.0098850727081298,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 80, 20)",constant,500000.0,adam +15.360.381.603.240.900,0.0,0.0092840194702148,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 80, 20)",invscaling,500000.0,adam +1.498.180.866.241.450,0.0,0.0096209049224853,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 80, 20)",adaptive,500000.0,adam +15.617.642.402.648.900,0.0,0.0088119506835937,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 80, 40)",constant,500000.0,adam +0.49697089195251465,0.0,0.0095422267913818,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 80, 40)",adaptive,500000.0,lbfgs +0.5670297145843506,0.0,0.0105271339416503,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 80, 60)",constant,500000.0,lbfgs +16.055.059.432.983.300,0.0,0.0094671249389648,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 80, 60)",constant,500000.0,adam +16.426.191.329.956.000,0.0,0.0090270042419433,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 80, 60)",adaptive,500000.0,adam +0.6763362884521484,0.0,0.0098187923431396,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 80, 80)",invscaling,500000.0,lbfgs +0.9265148639678955,0.0,0.0098371505737304,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 80, 100)",adaptive,500000.0,lbfgs +18.336.131.572.723.300,0.0,0.0110769271850585,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 100, 40)",invscaling,500000.0,adam +24.365.823.984.146.100,0.0,0.009174108505249,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 100, 80)",constant,500000.0,sgd +1.600.403.070.449.820,0.0,0.0098717212677001,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 100, 80)",constant,500000.0,adam +16.729.731.559.753.400,0.0,0.0097620487213134,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(80, 100, 80)",adaptive,500000.0,adam +12.895.094.633.102.400,0.0,0.0094752311706542,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 20, 40)",adaptive,500000.0,sgd +0.45812106132507324,0.0,0.0094797611236572,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 20, 60)",invscaling,500000.0,lbfgs +0.34799718856811523,0.0,0.0094828605651855,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 20, 60)",adaptive,500000.0,lbfgs +13.974.840.641.021.700,0.0,0.0091550350189208,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 20, 80)",invscaling,500000.0,adam +14.017.128.944.396.900,0.0,0.0090680122375488,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 40, 20)",adaptive,500000.0,adam +0.4528930187225342,0.0,0.0081000328063964,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 40, 40)",adaptive,500000.0,lbfgs +12.785.489.559.173.500,0.0,0.0089361667633056,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 40, 60)",invscaling,500000.0,adam +1.482.545.804.977.410,0.0,0.0076758861541748,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 40, 60)",adaptive,500000.0,sgd +0.4863290786743164,0.0,0.0093419551849365,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 40, 80)",constant,500000.0,lbfgs +14.151.580.333.709.700,0.0,0.0089190006256103,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 40, 80)",invscaling,500000.0,adam +0.5012741088867188,0.0,0.0089478492736816,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 40, 100)",constant,500000.0,lbfgs +16.122.100.353.240.900,0.0,0.0089938640594482,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 40, 100)",invscaling,500000.0,adam +14.804.248.809.814.400,0.0,0.0095911026000976,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 60, 40)",adaptive,500000.0,adam +18.317.339.420.318.600,0.0,0.0094461441040039,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 60, 100)",adaptive,500000.0,adam +1.706.266.164.779.660,0.0,0.0095167160034179,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 80, 40)",constant,500000.0,adam +16.763.179.302.215.500,0.0,0.0109560489654541,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 80, 60)",constant,500000.0,adam +0.6852431297302246,0.0,0.0100610256195068,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 80, 60)",adaptive,500000.0,lbfgs +17.177.269.458.770.700,0.0,0.0095942020416259,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 80, 80)",adaptive,500000.0,adam +0.6925439834594727,0.0,0.0098578929901123,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 100, 40)",invscaling,500000.0,lbfgs +16.601.872.444.152.800,0.0,0.0097649097442626,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 100, 40)",invscaling,500000.0,adam +1.706.770.896.911.620,0.0,0.0103280544281005,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 100, 60)",invscaling,500000.0,adam +1.846.112.084.388.730,0.0,0.0042777061462402,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 100, 80)",constant,500000.0,sgd +19.794.530.868.530.200,0.0,0.0101881027221679,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 100, 80)",invscaling,500000.0,adam +0.9450907707214355,0.0,0.0103242397308349,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 100, 80)",adaptive,500000.0,lbfgs +1.882.906.198.501.580,0.0,0.0102820396423339,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8113207547169812,0.8113207547169812,0.0,551,0.8850574712643678,0.8850574712643678,0.0,241,1.0,1.0,0.0,1,0.8958333333333334,0.8958333333333334,0.0,241,MLPClassifier,,,,,,,relu,"(100, 100, 80)",adaptive,500000.0,adam +0.12412214279174805,0.0,0.0119078159332275,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,15,invscaling,500000.0,lbfgs +0.1180422306060791,0.0,0.0080599784851074,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,25,adaptive,500000.0,lbfgs +0.08961009979248047,0.0,0.0077390670776367,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,40,invscaling,500000.0,lbfgs +0.17858028411865234,0.0,0.0074648857116699,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,60,invscaling,500000.0,lbfgs +0.258821964263916,0.0,0.0080189704895019,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,90,constant,500000.0,lbfgs +0.42241811752319336,0.0,0.012596845626831,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(30, 30)",adaptive,500000.0,lbfgs +0.5124409198760986,0.0,0.0087168216705322,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(60, 45)",adaptive,500000.0,lbfgs +0.6764509677886963,0.0,0.0089659690856933,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(75, 15)",constant,500000.0,lbfgs +0.7682881355285645,0.0,0.0110328197479248,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(90, 75)",adaptive,500000.0,lbfgs +11.022.870.063.781.700,0.0,0.0090460777282714,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(20, 80, 20)",invscaling,500000.0,adam +0.68619704246521,0.0,0.0153682231903076,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(40, 20, 40)",invscaling,500000.0,lbfgs +38.400.230.407.714.800,0.0,0.0096569061279296,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(40, 80, 40)",adaptive,500000.0,lbfgs +16.290.979.385.375.900,0.0,0.0092291831970214,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(60, 40, 80)",adaptive,500000.0,lbfgs +13.282.649.517.059.300,0.0,0.0104517936706542,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(60, 60, 40)",adaptive,500000.0,lbfgs +32.236.831.188.201.900,0.0,0.0108001232147216,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(60, 100, 100)",invscaling,500000.0,lbfgs +24.500.198.364.257.800,0.0,0.0091612339019775,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(80, 20, 40)",invscaling,500000.0,lbfgs +13.077.690.601.348.800,0.0,0.0087339878082275,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(80, 20, 80)",adaptive,500000.0,lbfgs +14.113.378.524.780.200,0.0,0.0097091197967529,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(80, 60, 40)",invscaling,500000.0,lbfgs +19.342.153.072.357.100,0.0,0.0096068382263183,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(80, 60, 60)",invscaling,500000.0,lbfgs +15.655.243.396.759.000,0.0,0.0088686943054199,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(80, 60, 80)",adaptive,500000.0,lbfgs +3.275.973.081.588.740,0.0,0.0101149082183837,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(80, 100, 20)",adaptive,500000.0,lbfgs +4.005.704.164.505.000,0.0,0.0096268653869628,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(80, 100, 100)",adaptive,500000.0,lbfgs +16.724.841.594.696.000,0.0,0.0091497898101806,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(100, 20, 40)",invscaling,500000.0,lbfgs +0.8959317207336426,0.0,0.0095901489257812,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(100, 40, 20)",invscaling,500000.0,lbfgs +37.128.729.820.251.400,0.0,0.0110189914703369,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(100, 60, 40)",invscaling,500000.0,lbfgs +3.515.637.159.347.530,0.0,0.0106739997863769,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(100, 60, 60)",adaptive,500000.0,lbfgs +3.629.512.071.609.490,0.0,0.0096309185028076,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,logistic,"(100, 100, 40)",constant,500000.0,lbfgs +0.051583051681518555,0.0,0.0065939426422119,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,30,constant,500000.0,lbfgs +0.06119084358215332,0.0,0.0073599815368652,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,50,invscaling,500000.0,lbfgs +0.11267709732055664,0.0,0.0096349716186523,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,85,constant,500000.0,lbfgs +0.1363389492034912,0.0,0.0088911056518554,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,100,adaptive,500000.0,lbfgs +4.046.511.888.504.020,0.0,0.0076372623443603,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(15, 75)",adaptive,500000.0,adam +0.07240700721740723,0.0,0.0078070163726806,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(30, 15)",constant,500000.0,lbfgs +0.10965418815612793,0.0,0.0077691078186035,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(30, 30)",invscaling,500000.0,lbfgs +3.342.374.086.380.000,0.0,0.0084028244018554,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(30, 45)",invscaling,500000.0,adam +3.219.951.868.057.250,0.0,0.0081939697265625,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(45, 15)",invscaling,500000.0,adam +33.787.200.450.897.200,0.0,0.0084710121154785,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(45, 45)",invscaling,500000.0,adam +31.492.509.841.918.900,0.0,0.0099542140960693,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(45, 45)",adaptive,500000.0,adam +0.16274189949035645,0.0,0.0098319053649902,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(45, 60)",constant,500000.0,lbfgs +4.541.467.189.788.810,0.0,0.0095057487487792,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(45, 90)",invscaling,500000.0,adam +0.1680889129638672,0.0,0.0083470344543457,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 15)",constant,500000.0,lbfgs +35.175.108.909.606.900,0.0,0.0089590549468994,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 60)",invscaling,500000.0,adam +4.387.354.135.513.300,0.0,0.0084717273712158,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 75)",constant,500000.0,adam +0.16254591941833496,0.0,0.0088241100311279,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(75, 15)",invscaling,500000.0,lbfgs +33.886.561.393.737.700,0.0,0.0083537101745605,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(75, 15)",adaptive,500000.0,adam +33.805.019.855.499.200,0.0,0.0094151496887207,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(75, 30)",invscaling,500000.0,adam +3.996.156.930.923.460,0.0,0.0092608928680419,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(75, 60)",constant,500000.0,adam +47.599.568.367.004.300,0.0,0.0088362693786621,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(75, 75)",invscaling,500000.0,adam +0.353593111038208,0.0,0.0092329978942871,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(75, 90)",invscaling,500000.0,lbfgs +0.2652909755706787,0.0,0.0093560218811035,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(90, 15)",adaptive,500000.0,lbfgs +4.121.338.129.043.570,0.0,0.0083363056182861,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(90, 60)",adaptive,500000.0,adam +4.427.021.026.611.320,0.0,0.0081727504730224,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(90, 75)",invscaling,500000.0,adam +0.17461824417114258,0.0,0.0080199241638183,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(20, 20, 20)",adaptive,500000.0,lbfgs +26.089.119.911.193.800,0.0,0.0076019763946533,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(20, 20, 20)",adaptive,500000.0,adam +0.23211383819580078,0.0,0.0081982612609863,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(20, 20, 100)",constant,500000.0,lbfgs +0.2139911651611328,0.0,0.0080931186676025,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(20, 40, 20)",adaptive,500000.0,lbfgs +39.115.588.665.008.500,0.0,0.0095479488372802,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(20, 100, 40)",constant,500000.0,adam +232.285.213.470.459,0.0,0.0093629360198974,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 20, 20)",constant,500000.0,adam +23.795.218.467.712.400,0.0,0.0084578990936279,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 20, 40)",constant,500000.0,adam +21.917.810.440.063.400,0.0,0.0086579322814941,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 20, 40)",invscaling,500000.0,adam +0.21599411964416504,0.0,0.0086159706115722,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 20, 60)",adaptive,500000.0,lbfgs +0.2553737163543701,0.0,0.008836030960083,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 20, 100)",constant,500000.0,lbfgs +0.33655691146850586,0.0,0.0088930130004882,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 40, 80)",constant,500000.0,lbfgs +29.308.111.667.633.000,0.0,0.0087602138519287,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 40, 80)",constant,500000.0,adam +0.32715797424316406,0.0,0.0092029571533203,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 40, 100)",constant,500000.0,lbfgs +35.795.888.900.756.800,0.0,0.0092699527740478,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 40, 100)",adaptive,500000.0,adam +0.4403829574584961,0.0,0.0087389945983886,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 60, 20)",invscaling,500000.0,lbfgs +0.30808591842651367,0.0,0.0086572170257568,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 60, 40)",constant,500000.0,lbfgs +2.608.882.188.796.990,0.0,0.0095119476318359,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 60, 40)",adaptive,500000.0,adam +0.5001749992370605,0.0,0.0099530220031738,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 60, 100)",adaptive,500000.0,lbfgs +10.538.280.010.223.300,0.0,0.0093300342559814,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 80, 20)",constant,500000.0,lbfgs +0.3796229362487793,0.0,0.0087270736694335,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 80, 40)",adaptive,500000.0,lbfgs +3.630.218.029.022.210,0.0,0.0093979835510253,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 80, 40)",adaptive,500000.0,adam +3.744.478.940.963.740,0.0,0.0098438262939453,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 80, 80)",constant,500000.0,adam +0.5674829483032227,0.0,0.0099141597747802,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(40, 100, 80)",constant,500000.0,lbfgs +2.575.566.053.390.500,0.0,0.014528751373291,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 20, 20)",invscaling,500000.0,adam +225.156.307.220.459,0.0,0.012772798538208,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 20, 40)",invscaling,500000.0,adam +3.143.167.018.890.380,0.0,0.0141339302062988,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 20, 80)",constant,500000.0,adam +0.2860579490661621,0.0,0.0084929466247558,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 20, 80)",adaptive,500000.0,lbfgs +0.3671882152557373,0.0,0.0126769542694091,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 20, 100)",adaptive,500000.0,lbfgs +404.824.686.050.415,0.0,0.0123419761657714,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 60, 40)",invscaling,500000.0,adam +0.5498590469360352,0.0,0.019676923751831,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 60, 80)",constant,500000.0,lbfgs +5.792.562.007.904.050,0.0,0.0086488723754882,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 60, 100)",adaptive,500000.0,adam +44.491.050.243.377.600,0.0,0.0097088813781738,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 80, 20)",adaptive,500000.0,adam +4.244.440.078.735.350,0.0,0.0098340511322021,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 80, 40)",invscaling,500000.0,adam +0.6802082061767578,0.0,0.0089688301086425,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 80, 100)",adaptive,500000.0,lbfgs +0.5450010299682617,0.0,0.0087978839874267,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 100, 20)",invscaling,500000.0,lbfgs +4.027.066.946.029.660,0.0,0.0101699829101562,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 100, 60)",invscaling,500000.0,adam +0.658797025680542,0.0,0.0181379318237304,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 100, 80)",constant,500000.0,lbfgs +4.714.296.102.523.800,0.0,0.0089838504791259,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 100, 80)",adaptive,500000.0,adam +0.879805326461792,0.0,0.0097498893737792,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(60, 100, 100)",invscaling,500000.0,lbfgs +23.841.912.746.429.400,0.0,0.0095477104187011,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(80, 20, 60)",adaptive,500000.0,adam +3.163.788.080.215.450,0.0,0.0106968879699707,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(80, 40, 20)",constant,500000.0,adam +33.140.058.517.456.000,0.0,0.009207010269165,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(80, 40, 20)",invscaling,500000.0,adam +0.30783891677856445,0.0,0.0084118843078613,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(80, 40, 40)",invscaling,500000.0,lbfgs +32.168.681.621.551.500,0.0,0.0092799663543701,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(80, 40, 40)",invscaling,500000.0,adam +3.025.296.688.079.830,0.0,0.0143361091613769,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(80, 40, 40)",adaptive,500000.0,adam +33.546.738.624.572.700,0.0,0.0097322463989257,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(80, 40, 60)",constant,500000.0,adam +0.3840057849884033,0.0,0.0091762542724609,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(80, 40, 80)",adaptive,500000.0,lbfgs +30.013.060.569.763.100,0.0,0.0095210075378417,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(80, 60, 20)",invscaling,500000.0,adam +0.42716383934020996,0.0,0.0094420909881591,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(80, 60, 60)",adaptive,500000.0,lbfgs +0.49202895164489746,0.0,0.0101921558380126,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(80, 60, 80)",constant,500000.0,lbfgs +0.5760898590087891,0.0,0.0095500946044921,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(80, 60, 100)",constant,500000.0,lbfgs +3.738.994.836.807.250,0.0,0.0092968940734863,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(80, 80, 60)",invscaling,500000.0,adam +0.6399250030517578,0.0,0.0155131816864013,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(80, 80, 100)",adaptive,500000.0,lbfgs +25.488.760.471.343.900,0.0,0.0091428756713867,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 20, 20)",adaptive,500000.0,adam +26.225.759.983.062.700,0.0,0.0120961666107177,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 20, 40)",invscaling,500000.0,adam +0.3289310932159424,0.0,0.0127167701721191,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 20, 60)",invscaling,500000.0,lbfgs +0.33258914947509766,0.0,0.0100758075714111,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 20, 60)",adaptive,500000.0,lbfgs +26.350.221.633.911.100,0.0,0.0124099254608154,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 40, 20)",constant,500000.0,adam +0.3762030601501465,0.0,0.0157849788665771,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 40, 60)",adaptive,500000.0,lbfgs +0.666762113571167,0.0,0.0129981040954589,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 40, 80)",invscaling,500000.0,lbfgs +436.550.498.008.728,0.0,0.0099320411682128,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 40, 100)",constant,500000.0,adam +34.555.957.317.352.200,0.0,0.0100181102752685,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 60, 20)",invscaling,500000.0,adam +0.61407470703125,0.0,0.0098581314086914,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 60, 80)",constant,500000.0,lbfgs +3.595.986.843.109.130,0.0,0.0097510814666748,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 80, 20)",adaptive,500000.0,adam +360.974.383.354.187,0.0,0.0096721649169921,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 80, 40)",invscaling,500000.0,adam +3.882.927.894.592.280,0.0,0.0099439620971679,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 80, 80)",invscaling,500000.0,adam +0.7593810558319092,0.0,0.0118169784545898,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 80, 100)",constant,500000.0,lbfgs +0.7712409496307373,0.0,0.0102200508117675,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 80, 100)",invscaling,500000.0,lbfgs +0.7663750648498535,0.0,0.0100791454315185,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 100, 20)",adaptive,500000.0,lbfgs +4.014.591.932.296.750,0.0,0.0110249519348144,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 100, 40)",constant,500000.0,adam +10.046.980.381.011.900,0.0,0.0108129978179931,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 100, 80)",constant,500000.0,lbfgs +10.034.067.630.767.800,0.0,0.0101470947265625,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,tanh,"(100, 100, 100)",invscaling,500000.0,lbfgs +0.10458517074584961,0.0,0.0095889568328857,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,25,invscaling,500000.0,lbfgs +0.12503600120544434,0.0,0.0071699619293212,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,55,constant,500000.0,lbfgs +0.1408390998840332,0.0,0.0079247951507568,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,75,constant,500000.0,lbfgs +0.1438581943511963,0.0,0.0077519416809082,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,80,invscaling,500000.0,lbfgs +0.14445209503173828,0.0,0.0074670314788818,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(15, 30)",invscaling,500000.0,lbfgs +2.444.863.796.234.130,0.0,0.0076801776885986,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(15, 90)",invscaling,500000.0,adam +0.14795589447021484,0.0,0.0077812671661376,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(30, 15)",constant,500000.0,lbfgs +0.13897490501403809,0.0,0.0084011554718017,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(30, 60)",invscaling,500000.0,lbfgs +0.14699602127075195,0.0,0.0078561305999755,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(30, 60)",adaptive,500000.0,lbfgs +0.1729280948638916,0.0,0.0081908702850341,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(30, 75)",constant,500000.0,lbfgs +0.1750352382659912,0.0,0.0079007148742675,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(45, 60)",adaptive,500000.0,lbfgs +0.2726273536682129,0.0,0.0081958770751953,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(60, 75)",constant,500000.0,lbfgs +0.38401079177856445,0.0,0.0085623264312744,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(60, 90)",constant,500000.0,lbfgs +0.26567602157592773,0.0,0.0087230205535888,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(75, 15)",constant,500000.0,lbfgs +0.2226698398590088,0.0,0.0083611011505126,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(75, 45)",invscaling,500000.0,lbfgs +0.37900805473327637,0.0,0.0085492134094238,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(75, 75)",constant,500000.0,lbfgs +0.3426220417022705,0.0,0.0088071823120117,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(90, 60)",invscaling,500000.0,lbfgs +0.4016149044036865,0.0,0.0090320110321044,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(20, 40, 100)",invscaling,500000.0,lbfgs +0.5018339157104492,0.0,0.0109660625457763,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(20, 60, 20)",invscaling,500000.0,lbfgs +15.348.777.770.996.000,0.0,0.0098481178283691,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(20, 60, 60)",adaptive,500000.0,adam +0.4270031452178955,0.0,0.0093288421630859,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(20, 80, 40)",constant,500000.0,lbfgs +1.829.643.964.767.450,0.0,0.009390115737915,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(20, 80, 80)",constant,500000.0,adam +1.726.435.661.315.910,0.0,0.008763313293457,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(20, 100, 20)",adaptive,500000.0,adam +0.7932772636413574,0.0,0.0094621181488037,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(20, 100, 100)",constant,500000.0,lbfgs +0.7230141162872314,0.0,0.0096340179443359,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(20, 100, 100)",invscaling,500000.0,lbfgs +0.26476502418518066,0.0,0.0083379745483398,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(40, 20, 40)",invscaling,500000.0,lbfgs +0.2315518856048584,0.0,0.0084321498870849,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(40, 20, 60)",constant,500000.0,lbfgs +1.127.966.594.696.040,0.0,0.0087490081787109,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(40, 40, 20)",constant,500000.0,sgd +13.956.449.031.829.800,0.0,0.0087380409240722,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(40, 60, 40)",constant,500000.0,adam +16.453.781.127.929.600,0.0,0.0099170207977294,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(40, 80, 20)",constant,500000.0,adam +16.277.730.464.935.300,0.0,0.0112860202789306,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(40, 80, 60)",constant,500000.0,adam +2.532.618.999.481.200,0.0,0.0089352130889892,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(40, 100, 100)",adaptive,500000.0,adam +0.3850548267364502,0.0,0.0186443328857421,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(60, 20, 40)",adaptive,500000.0,lbfgs +0.29521727561950684,0.0,0.023749828338623,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(60, 20, 60)",constant,500000.0,lbfgs +17.278.101.444.244.300,0.0,0.0087289810180664,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(60, 20, 80)",adaptive,500000.0,adam +0.3818180561065674,0.0,0.0091629028320312,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(60, 20, 100)",adaptive,500000.0,lbfgs +0.3352987766265869,0.0,0.0088801383972167,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(60, 60, 20)",constant,500000.0,lbfgs +0.39400291442871094,0.0,0.0095181465148925,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(60, 60, 40)",invscaling,500000.0,lbfgs +189.591.383.934.021,0.0,0.0088131427764892,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(60, 60, 60)",invscaling,500000.0,adam +0.45171284675598145,0.0,0.0101230144500732,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(60, 60, 80)",invscaling,500000.0,lbfgs +0.695030927658081,0.0,0.0094518661499023,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(60, 100, 60)",invscaling,500000.0,lbfgs +0.29457592964172363,0.0,0.0088472366333007,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(80, 20, 60)",adaptive,500000.0,lbfgs +0.31833910942077637,0.0,0.0087699890136718,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(80, 20, 80)",constant,500000.0,lbfgs +0.3805429935455322,0.0,0.0095129013061523,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(80, 40, 40)",adaptive,500000.0,lbfgs +17.415.549.755.096.400,0.0,0.0091540813446044,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(80, 60, 40)",constant,500000.0,adam +0.5952649116516113,0.0,0.0094971656799316,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(80, 60, 60)",invscaling,500000.0,lbfgs +0.4919090270996094,0.0,0.0092110633850097,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(80, 60, 80)",invscaling,500000.0,lbfgs +0.6138119697570801,0.0,0.0094232559204101,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(80, 80, 80)",adaptive,500000.0,lbfgs +0.918536901473999,0.0,0.0099849700927734,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(80, 100, 60)",invscaling,500000.0,lbfgs +13.252.580.165.863.000,0.0,0.0086269378662109,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(100, 40, 40)",constant,500000.0,adam +0.5495648384094238,0.0,0.0095729827880859,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(100, 60, 40)",constant,500000.0,lbfgs +0.6929128170013428,0.0,0.0096280574798583,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(100, 80, 60)",constant,500000.0,lbfgs +16.813.828.945.159.900,0.0,0.0101230144500732,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(100, 80, 60)",invscaling,500000.0,adam +0.6910719871520996,0.0,0.0098559856414794,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8235294117647058,0.8235294117647058,0.0,304,0.8850574712643678,0.8850574712643678,0.0,241,0.9767441860465116,0.9767441860465116,0.0,1284,0.8936170212765957,0.8936170212765957,0.0,476,MLPClassifier,,,,,,,relu,"(100, 100, 20)",adaptive,500000.0,lbfgs +0.20798087120056152,0.0,0.0157029628753662,0.0,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'sqrt'}",0.8367346938775511,0.8367346938775511,0.0,1,0.8850574712643678,0.8850574712643678,0.0,1,0.9534883720930232,0.9534883720930232,0.0,4,0.8913043478260869,0.8913043478260869,0.0,1,RandomForestClassifier,,,gini,,balanced,sqrt,,,,, +14.851.210.117.340.000,0.0,0.0084760189056396,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,logistic,"(20, 40, 40)",adaptive,500000.0,lbfgs +12.801.620.960.235.500,0.0,0.0089368820190429,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,logistic,"(60, 40, 20)",adaptive,500000.0,lbfgs +2.568.333.148.956.290,0.0,0.0122208595275878,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,logistic,"(60, 60, 20)",constant,500000.0,lbfgs +1.657.679.796.218.870,0.0,0.0091981887817382,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,logistic,"(60, 60, 40)",constant,500000.0,lbfgs +34.559.149.742.126.400,0.0,0.009178876876831,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,logistic,"(80, 20, 100)",adaptive,500000.0,lbfgs +2.833.169.937.133.780,0.0,0.0088880062103271,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,logistic,"(100, 40, 20)",adaptive,500000.0,lbfgs +28.395.400.047.302.200,0.0,0.0086541175842285,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,logistic,"(100, 40, 40)",invscaling,500000.0,lbfgs +205.824.613.571.167,0.0,0.0090470314025878,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,logistic,"(100, 60, 80)",constant,500000.0,lbfgs +25.410.799.980.163.500,0.0,0.0095191001892089,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,logistic,"(100, 60, 100)",adaptive,500000.0,lbfgs +0.16286778450012207,0.0,0.0092003345489501,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,tanh,"(15, 60)",constant,500000.0,lbfgs +0.13674688339233398,0.0,0.0079960823059082,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,tanh,"(15, 60)",invscaling,500000.0,lbfgs +0.23328304290771484,0.0,0.0081470012664794,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,tanh,"(20, 40, 60)",constant,500000.0,lbfgs +0.3286468982696533,0.0,0.0083711147308349,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,tanh,"(20, 40, 80)",constant,500000.0,lbfgs +0.3136570453643799,0.0,0.0088918209075927,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,tanh,"(20, 60, 20)",invscaling,500000.0,lbfgs +0.3557412624359131,0.0,0.0136566162109375,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,tanh,"(20, 60, 60)",invscaling,500000.0,lbfgs +0.6122641563415527,0.0,0.0095398426055908,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,tanh,"(40, 80, 100)",adaptive,500000.0,lbfgs +0.24017119407653809,0.0,0.0087769031524658,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,tanh,"(60, 20, 60)",invscaling,500000.0,lbfgs +0.4861772060394287,0.0,0.0128419399261474,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,tanh,"(60, 40, 100)",invscaling,500000.0,lbfgs +0.602592945098877,0.0,0.009451150894165,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,tanh,"(60, 100, 60)",adaptive,500000.0,lbfgs +0.6891951560974121,0.0,0.011693000793457,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,tanh,"(80, 80, 20)",constant,500000.0,lbfgs +0.5337080955505371,0.0,0.0088629722595214,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,tanh,"(100, 20, 40)",invscaling,500000.0,lbfgs +0.485353946685791,0.0,0.009965181350708,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,tanh,"(100, 80, 40)",invscaling,500000.0,lbfgs +0.1346890926361084,0.0,0.0083110332489013,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,relu,65,adaptive,500000.0,lbfgs +0.0917818546295166,0.0,0.007397174835205,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,relu,70,invscaling,500000.0,lbfgs +0.23515892028808594,0.0,0.0106000900268554,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,relu,"(30, 75)",invscaling,500000.0,lbfgs +0.3084371089935303,0.0,0.0089547634124755,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,relu,"(75, 75)",adaptive,500000.0,lbfgs +0.24505400657653809,0.0,0.0097317695617675,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,relu,"(90, 30)",invscaling,500000.0,lbfgs +0.6404531002044678,0.0,0.0096771717071533,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,relu,"(60, 60, 100)",adaptive,500000.0,lbfgs +0.35630226135253906,0.0,0.0095367431640625,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,relu,"(80, 20, 40)",adaptive,500000.0,lbfgs +0.5529227256774902,0.0,0.0097842216491699,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8367346938775511,0.8367346938775511,0.0,158,0.8850574712643678,0.8850574712643678,0.0,241,0.9534883720930232,0.9534883720930232,0.0,2739,0.8913043478260869,0.8913043478260869,0.0,654,MLPClassifier,,,,,,,relu,"(80, 60, 60)",constant,500000.0,lbfgs +39.546.751.976.013.100,0.0,0.0099849700927734,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.851063829787234,0.851063829787234,0.0,53,0.8850574712643678,0.8850574712643678,0.0,241,0.9302325581395348,0.9302325581395348,0.0,3215,0.888888888888889,0.888888888888889,0.0,684,MLPClassifier,,,,,,,logistic,"(60, 20, 80)",invscaling,500000.0,lbfgs +17.085.521.221.160.800,0.0,0.0092811584472656,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.851063829787234,0.851063829787234,0.0,53,0.8850574712643678,0.8850574712643678,0.0,241,0.9302325581395348,0.9302325581395348,0.0,3215,0.888888888888889,0.888888888888889,0.0,684,MLPClassifier,,,,,,,logistic,"(80, 20, 20)",invscaling,500000.0,lbfgs +0.12069034576416016,0.0,0.0077698230743408,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,45,constant,500000.0,lbfgs +0.11044192314147949,0.0,0.0080361366271972,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,50,constant,500000.0,lbfgs +0.13463306427001953,0.0,0.0092520713806152,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,55,invscaling,500000.0,lbfgs +0.17793011665344238,0.0,0.0104949474334716,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,70,invscaling,500000.0,lbfgs +0.20094704627990723,0.0,0.007883071899414,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,85,constant,500000.0,lbfgs +0.4455831050872803,0.0,0.0078449249267578,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(15, 90)",constant,500000.0,lbfgs +0.5229787826538086,0.0,0.0081851482391357,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(30, 75)",invscaling,500000.0,lbfgs +0.3088338375091553,0.0,0.0079340934753417,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(45, 30)",constant,500000.0,lbfgs +0.5729317665100098,0.0,0.0117912292480468,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(60, 45)",constant,500000.0,lbfgs +10.624.771.118.164.000,0.0,0.0131430625915527,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(90, 75)",invscaling,500000.0,lbfgs +0.81998610496521,0.0,0.0101089477539062,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(20, 40, 80)",invscaling,500000.0,lbfgs +14.651.048.183.441.100,0.0,0.0091261863708496,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(20, 60, 100)",invscaling,500000.0,lbfgs +0.6430678367614746,0.0,0.010646104812622,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(40, 20, 60)",invscaling,500000.0,lbfgs +18.865.680.694.580.000,0.0,0.0080020427703857,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(40, 20, 100)",invscaling,500000.0,lbfgs +1.096.540.927.886.960,0.0,0.0091199874877929,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(40, 40, 80)",constant,500000.0,lbfgs +10.367.889.404.296.800,0.0,0.0091619491577148,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(40, 60, 100)",adaptive,500000.0,lbfgs +1.242.610.216.140.740,0.0,0.0087690353393554,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(40, 80, 20)",adaptive,500000.0,lbfgs +25.313.169.956.207.200,0.0,0.0114490985870361,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(40, 100, 60)",adaptive,500000.0,lbfgs +24.358.649.253.845.200,0.0,0.0093350410461425,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(40, 100, 100)",invscaling,500000.0,lbfgs +15.654.897.689.819.300,0.0,0.0083310604095458,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(60, 40, 60)",adaptive,500000.0,lbfgs +2.091.407.060.623.160,0.0,0.0093309879302978,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(60, 100, 80)",adaptive,500000.0,lbfgs +14.073.798.656.463.600,0.0,0.0092320442199707,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(80, 40, 100)",adaptive,500000.0,lbfgs +25.205.419.063.568.100,0.0,0.0098299980163574,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(80, 80, 80)",adaptive,500000.0,lbfgs +2.728.200.912.475.580,0.0,0.0097491741180419,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(80, 100, 60)",constant,500000.0,lbfgs +23.701.488.971.710.200,0.0,0.0103650093078613,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,logistic,"(80, 100, 80)",adaptive,500000.0,lbfgs +32.952.451.705.932.600,0.0,0.0072798728942871,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,25,invscaling,500000.0,adam +3.290.834.903.717.040,0.0,0.0071609020233154,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,30,invscaling,500000.0,adam +3.411.115.884.780.880,0.0,0.0089318752288818,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,45,constant,500000.0,adam +4.090.893.745.422.360,0.0,0.0082323551177978,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,60,adaptive,500000.0,adam +0.10123205184936523,0.0,0.0090489387512207,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,65,invscaling,500000.0,lbfgs +0.08687996864318848,0.0,0.0079989433288574,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,65,adaptive,500000.0,lbfgs +4.181.363.821.029.660,0.0,0.0083222389221191,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,70,adaptive,500000.0,adam +4.580.682.039.260.860,0.0,0.0110089778900146,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,75,constant,500000.0,adam +39.665.989.875.793.400,0.0,0.0087890625,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,75,adaptive,500000.0,adam +4.821.485.996.246.330,0.0,0.0082838535308837,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,80,constant,500000.0,adam +0.1232309341430664,0.0,0.0081329345703125,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,90,constant,500000.0,lbfgs +5.442.882.061.004.630,0.0,0.0108590126037597,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,90,constant,500000.0,adam +5.632.216.691.970.820,0.0,0.019468069076538,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,90,invscaling,500000.0,adam +5.915.045.738.220.210,0.0,0.0084321498870849,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,90,adaptive,500000.0,adam +0.12752914428710938,0.0,0.0090641975402832,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,100,constant,500000.0,lbfgs +59.148.852.825.164.700,0.0,0.0076327323913574,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,100,constant,500000.0,adam +4.612.030.982.971.190,0.0,0.0076448917388916,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(15, 60)",invscaling,500000.0,adam +0.1715688705444336,0.0,0.0077311992645263,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(15, 60)",adaptive,500000.0,lbfgs +0.2849860191345215,0.0,0.0124769210815429,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(15, 75)",constant,500000.0,lbfgs +0.15313506126403809,0.0,0.0077462196350097,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(30, 45)",adaptive,500000.0,lbfgs +4.386.622.190.475.460,0.0,0.0088257789611816,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(45, 75)",invscaling,500000.0,adam +0.1635890007019043,0.0,0.0082418918609619,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 15)",invscaling,500000.0,lbfgs +2.964.294.910.430.900,0.0,0.0083651542663574,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 30)",invscaling,500000.0,adam +3.481.076.955.795.280,0.0,0.01416015625,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 45)",invscaling,500000.0,adam +3.782.356.023.788.450,0.0,0.0088348388671875,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 60)",constant,500000.0,adam +0.2216188907623291,0.0,0.0087151527404785,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 60)",adaptive,500000.0,lbfgs +0.37163305282592773,0.0,0.0085079669952392,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 75)",constant,500000.0,lbfgs +0.16705894470214844,0.0,0.0101728439331054,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(75, 30)",constant,500000.0,lbfgs +0.2615690231323242,0.0,0.0101559162139892,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(75, 60)",constant,500000.0,lbfgs +4.396.262.168.884.270,0.0,0.0086910724639892,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(75, 75)",constant,500000.0,adam +4.305.896.759.033.200,0.0,0.0090398788452148,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(75, 90)",constant,500000.0,adam +4.486.133.813.858.030,0.0,0.0088870525360107,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(75, 90)",invscaling,500000.0,adam +36.013.240.814.208.900,0.0,0.0092279911041259,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(90, 30)",constant,500000.0,adam +3.300.791.025.161.740,0.0,0.0090749263763427,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(90, 30)",invscaling,500000.0,adam +3.705.275.774.002.070,0.0,0.0093030929565429,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(90, 45)",adaptive,500000.0,adam +0.3084878921508789,0.0,0.0091800689697265,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(90, 75)",adaptive,500000.0,lbfgs +2.762.579.917.907.710,0.0,0.0097241401672363,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(20, 20, 60)",constant,500000.0,adam +0.18659496307373047,0.0,0.0078909397125244,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(20, 20, 80)",invscaling,500000.0,lbfgs +3.093.146.324.157.710,0.0,0.0081207752227783,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(20, 20, 100)",adaptive,500000.0,adam +2.890.542.984.008.780,0.0,0.0086479187011718,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(20, 40, 100)",constant,500000.0,adam +0.23293375968933105,0.0,0.0082101821899414,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(20, 60, 40)",adaptive,500000.0,lbfgs +0.4376389980316162,0.0,0.008746862411499,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(20, 60, 80)",constant,500000.0,lbfgs +4.635.528.326.034.540,0.0,0.0089399814605712,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(20, 60, 100)",invscaling,500000.0,adam +0.4382660388946533,0.0,0.0089459419250488,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(20, 60, 100)",adaptive,500000.0,lbfgs +3.547.147.035.598.750,0.0,0.0094039440155029,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(20, 80, 20)",invscaling,500000.0,adam +54.768.548.011.779.700,0.0,0.0090999603271484,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(20, 80, 80)",adaptive,500000.0,adam +0.562528133392334,0.0,0.0098128318786621,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(20, 80, 100)",constant,500000.0,lbfgs +0.3698868751525879,0.0,0.0091452598571777,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(20, 100, 20)",constant,500000.0,lbfgs +38.994.569.778.442.300,0.0,0.0112648010253906,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(20, 100, 100)",invscaling,500000.0,adam +237.026.309.967.041,0.0,0.0087089538574218,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(40, 20, 60)",invscaling,500000.0,adam +23.445.582.389.831.500,0.0,0.0088667869567871,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(40, 40, 40)",adaptive,500000.0,adam +27.275.378.704.071.000,0.0,0.0092411041259765,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(40, 40, 60)",adaptive,500000.0,adam +26.099.541.187.286.300,0.0,0.0089669227600097,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(40, 60, 20)",invscaling,500000.0,adam +4.267.692.804.336.540,0.0,0.0086100101470947,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(40, 60, 80)",invscaling,500000.0,adam +0.4600958824157715,0.0,0.0120782852172851,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(40, 60, 100)",invscaling,500000.0,lbfgs +4.111.471.891.403.190,0.0,0.0094683170318603,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(40, 80, 60)",constant,500000.0,adam +0.6025211811065674,0.0,0.0097458362579345,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(40, 100, 60)",invscaling,500000.0,lbfgs +4.057.547.569.274.900,0.0,0.0095312595367431,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(40, 100, 60)",invscaling,500000.0,adam +52.193.217.277.526.800,0.0,0.0090889930725097,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(40, 100, 80)",adaptive,500000.0,adam +0.8799707889556885,0.0,0.0101311206817626,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(40, 100, 100)",constant,500000.0,lbfgs +2.427.456.855.773.920,0.0,0.0090501308441162,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 20, 40)",constant,500000.0,adam +2.506.168.842.315.670,0.0,0.0128760337829589,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 20, 60)",adaptive,500000.0,adam +35.360.381.603.240.900,0.0,0.0124328136444091,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 20, 100)",invscaling,500000.0,adam +0.2816948890686035,0.0,0.0122678279876708,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 40, 20)",adaptive,500000.0,lbfgs +3.836.245.059.967.040,0.0,0.0128920078277587,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 60, 20)",adaptive,500000.0,adam +5.090.270.042.419.430,0.0,0.0135836601257324,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 60, 60)",constant,500000.0,adam +4.575.192.928.314.200,0.0,0.0129311084747314,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 60, 80)",invscaling,500000.0,adam +543.159.294.128.418,0.0,0.0248661041259765,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 60, 100)",invscaling,500000.0,adam +0.5789120197296143,0.0,0.0137791633605957,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 80, 60)",invscaling,500000.0,lbfgs +4.319.920.063.018.790,0.0,0.0100679397583007,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(60, 80, 100)",constant,500000.0,adam +2.464.562.177.658.080,0.0,0.0093710422515869,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(80, 20, 60)",constant,500000.0,adam +0.36197710037231445,0.0,0.0107898712158203,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(80, 40, 40)",constant,500000.0,lbfgs +0.47885799407958984,0.0,0.0096819400787353,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(80, 60, 80)",adaptive,500000.0,lbfgs +0.5756199359893799,0.0,0.0107948780059814,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(80, 80, 80)",constant,500000.0,lbfgs +4.116.092.920.303.340,0.0,0.0115370750427246,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(80, 80, 100)",constant,500000.0,adam +3.882.667.064.666.740,0.0,0.0130486488342285,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(80, 100, 60)",constant,500000.0,adam +22.958.390.712.738.000,0.0,0.009200096130371,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(100, 20, 80)",invscaling,500000.0,adam +28.464.977.741.241.400,0.0,0.0093581676483154,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(100, 20, 100)",constant,500000.0,adam +2.851.430.892.944.330,0.0,0.0093460083007812,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(100, 40, 20)",invscaling,500000.0,adam +291.145.396.232.605,0.0,0.0093829631805419,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(100, 40, 20)",adaptive,500000.0,adam +2.935.723.066.329.950,0.0,0.0095927715301513,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(100, 60, 40)",constant,500000.0,adam +34.876.480.102.539.000,0.0,0.0098628997802734,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(100, 60, 60)",invscaling,500000.0,adam +37.625.019.550.323.400,0.0,0.0099890232086181,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(100, 60, 100)",constant,500000.0,adam +0.6130092144012451,0.0,0.0097408294677734,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(100, 60, 100)",adaptive,500000.0,lbfgs +3.874.924.898.147.580,0.0,0.0107431411743164,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(100, 80, 60)",constant,500000.0,adam +0.7862389087677002,0.0,0.0103342533111572,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(100, 80, 80)",adaptive,500000.0,lbfgs +4.688.071.012.496.940,0.0,0.0094661712646484,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(100, 100, 40)",adaptive,500000.0,adam +4.393.723.011.016.840,0.0,0.010840892791748,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(100, 100, 60)",invscaling,500000.0,adam +39.704.489.707.946.700,0.0,0.0083210468292236,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,tanh,"(100, 100, 100)",constant,500000.0,adam +0.07678890228271484,0.0,0.0070648193359375,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,35,constant,500000.0,lbfgs +31.000.750.064.849.800,0.0,0.0070588588714599,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,35,invscaling,500000.0,adam +27.431.018.352.508.500,0.0,0.0076749324798583,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,60,constant,500000.0,adam +33.622.260.093.688.900,0.0,0.0077648162841796,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,70,constant,500000.0,adam +0.14186906814575195,0.0,0.0079050064086914,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,85,adaptive,500000.0,lbfgs +0.21705412864685059,0.0,0.0077810287475585,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,95,invscaling,500000.0,lbfgs +29.242.279.529.571.500,0.0,0.0069990158081054,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(15, 15)",adaptive,500000.0,adam +24.349.489.212.036.100,0.0,0.0103209018707275,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(15, 30)",invscaling,500000.0,adam +22.891.438.007.354.700,0.0,0.0080361366271972,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(15, 45)",adaptive,500000.0,adam +0.343519926071167,0.0,0.0083868503570556,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(15, 75)",constant,500000.0,lbfgs +0.16497015953063965,0.0,0.0090620517730712,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(15, 75)",invscaling,500000.0,lbfgs +2.324.213.743.209.830,0.0,0.0079772472381591,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(15, 90)",constant,500000.0,adam +0.2049260139465332,0.0,0.0078480243682861,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(15, 90)",adaptive,500000.0,lbfgs +0.11009621620178223,0.0,0.0087718963623046,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(30, 30)",constant,500000.0,lbfgs +18.631.260.395.050.000,0.0,0.0099561214447021,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(30, 45)",invscaling,500000.0,adam +2.244.023.084.640.500,0.0,0.0085718631744384,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(30, 60)",constant,500000.0,adam +21.624.109.745.025.600,0.0,0.0114750862121582,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(30, 90)",constant,500000.0,adam +1.883.410.930.633.540,0.0,0.0081326961517333,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(45, 30)",invscaling,500000.0,adam +17.719.011.306.762.600,0.0,0.0080246925354003,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(45, 45)",adaptive,500000.0,adam +24.496.359.825.134.200,0.0,0.0078101158142089,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(45, 90)",adaptive,500000.0,adam +21.008.920.669.555.600,0.0,0.0079519748687744,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 15)",invscaling,500000.0,adam +0.17904996871948242,0.0,0.0084030628204345,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 15)",adaptive,500000.0,lbfgs +20.406.432.151.794.400,0.0,0.0089049339294433,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 15)",adaptive,500000.0,adam +2.179.323.196.411.130,0.0,0.0096869468688964,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 75)",constant,500000.0,adam +0.2984330654144287,0.0,0.0104372501373291,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(75, 15)",adaptive,500000.0,lbfgs +0.21985101699829102,0.0,0.0085351467132568,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(75, 30)",constant,500000.0,lbfgs +20.972.940.921.783.400,0.0,0.0083930492401123,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(75, 30)",constant,500000.0,adam +0.21158409118652344,0.0,0.0088739395141601,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(75, 30)",invscaling,500000.0,lbfgs +2.134.971.857.070.920,0.0,0.0085220336914062,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(75, 45)",invscaling,500000.0,adam +22.367.372.512.817.300,0.0,0.0088796615600585,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(75, 60)",invscaling,500000.0,adam +0.3077259063720703,0.0,0.0087621212005615,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(90, 45)",constant,500000.0,lbfgs +2.181.546.926.498.410,0.0,0.0094101428985595,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(90, 60)",invscaling,500000.0,adam +24.397.666.454.315.100,0.0,0.0091581344604492,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(90, 60)",adaptive,500000.0,adam +0.3907341957092285,0.0,0.0090711116790771,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(90, 75)",adaptive,500000.0,lbfgs +2.686.729.907.989.500,0.0,0.0088052749633789,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(90, 75)",adaptive,500000.0,adam +23.896.610.736.846.900,0.0,0.008897066116333,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(90, 90)",constant,500000.0,adam +26.190.710.067.749.000,0.0,0.0081839561462402,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(90, 90)",invscaling,500000.0,adam +2.258.404.016.494.750,0.0,0.007897138595581,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(90, 90)",adaptive,500000.0,adam +0.21094107627868652,0.0,0.009692907333374,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 20, 40)",constant,500000.0,lbfgs +0.3256981372833252,0.0,0.0081129074096679,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 20, 40)",invscaling,500000.0,lbfgs +0.3561263084411621,0.0,0.0079398155212402,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 20, 100)",adaptive,500000.0,lbfgs +0.3794701099395752,0.0,0.0093798637390136,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 40, 20)",constant,500000.0,lbfgs +14.144.458.770.751.900,0.0,0.0091660022735595,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 40, 20)",constant,500000.0,adam +18.044.979.572.296.100,0.0,0.0096392631530761,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 40, 100)",invscaling,500000.0,adam +0.361602783203125,0.0,0.0102720260620117,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 60, 60)",constant,500000.0,lbfgs +19.899.709.224.700.900,0.0,0.0110259056091308,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 60, 60)",invscaling,500000.0,adam +15.842.598.915.100.000,0.0,0.0088660717010498,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 60, 80)",constant,500000.0,sgd +19.609.851.837.158.200,0.0,0.0087149143218994,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 60, 100)",constant,500000.0,adam +0.5845401287078857,0.0,0.0088598728179931,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 60, 100)",adaptive,500000.0,lbfgs +1.446.209.192.276.000,0.0,0.0089068412780761,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 80, 20)",adaptive,500000.0,adam +0.4422760009765625,0.0,0.0089809894561767,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 80, 40)",invscaling,500000.0,lbfgs +17.675.580.978.393.500,0.0,0.0092608928680419,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 80, 40)",invscaling,500000.0,adam +0.5424618721008301,0.0,0.0097260475158691,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 80, 100)",invscaling,500000.0,lbfgs +1.698.783.016.204.830,0.0,0.0125041007995605,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 100, 40)",constant,500000.0,sgd +0.5709598064422607,0.0,0.0125601291656494,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 100, 60)",constant,500000.0,lbfgs +1.937.640.905.380.240,0.0,0.009275197982788,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 100, 60)",constant,500000.0,adam +25.436.580.181.121.800,0.0,0.0094900131225585,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(20, 100, 100)",constant,500000.0,adam +0.28664684295654297,0.0,0.009087324142456,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 20, 80)",invscaling,500000.0,lbfgs +1.628.262.996.673.580,0.0,0.0086660385131835,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 20, 80)",invscaling,500000.0,adam +12.905.521.392.822.200,0.0,0.0088489055633544,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 20, 100)",constant,500000.0,adam +1.299.379.825.592.040,0.0,0.0087060928344726,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 20, 100)",invscaling,500000.0,adam +0.32532310485839844,0.0,0.0088229179382324,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 40, 40)",adaptive,500000.0,lbfgs +1.413.949.966.430.660,0.0,0.0097641944885253,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 40, 60)",constant,500000.0,adam +12.177.741.527.557.300,0.0,0.008502721786499,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 40, 80)",constant,500000.0,adam +0.3339121341705322,0.0,0.0086441040039062,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 40, 100)",invscaling,500000.0,lbfgs +163.304.660.320.282,0.0,0.00974702835083,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 60, 40)",adaptive,500000.0,sgd +14.246.199.131.011.900,0.0,0.0088698863983154,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 60, 40)",adaptive,500000.0,adam +1.426.224.946.975.700,0.0,0.0087301731109619,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 60, 60)",adaptive,500000.0,adam +18.098.052.740.097.000,0.0,0.0134620666503906,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 60, 80)",constant,500000.0,sgd +21.333.326.816.558.800,0.0,0.0096170902252197,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 60, 80)",adaptive,500000.0,sgd +1.646.955.966.949.460,0.0,0.0107438564300537,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 60, 80)",adaptive,500000.0,adam +21.400.505.781.173.700,0.0,0.0092589855194091,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 60, 100)",adaptive,500000.0,sgd +15.911.556.959.152.200,0.0,0.0136699676513671,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 80, 40)",constant,500000.0,sgd +16.413.748.264.312.700,0.0,0.0089962482452392,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 80, 60)",adaptive,500000.0,adam +0.8393669128417969,0.0,0.0130801200866699,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 100, 20)",invscaling,500000.0,lbfgs +19.983.580.112.457.200,0.0,0.0129871368408203,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 100, 40)",invscaling,500000.0,adam +305.478.458.404.541,0.0,0.009167194366455,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 100, 80)",constant,500000.0,sgd +23.197.999.000.549.300,0.0,0.0233252048492431,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(40, 100, 100)",constant,500000.0,adam +18.245.158.195.495.600,0.0,0.0085570812225341,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 20, 40)",invscaling,500000.0,adam +0.5214271545410156,0.0,0.0115888118743896,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 20, 60)",invscaling,500000.0,lbfgs +2.212.545.156.478.880,0.0,0.0186309814453125,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 20, 80)",constant,500000.0,adam +13.973.829.746.246.300,0.0,0.0089600086212158,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 40, 20)",constant,500000.0,adam +1.294.538.974.761.960,0.0,0.0087471008300781,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 40, 80)",invscaling,500000.0,adam +15.787.360.668.182.300,0.0,0.0127050876617431,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 60, 20)",constant,500000.0,adam +1.645.517.611.503.600,0.0,0.0182747840881347,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 60, 40)",adaptive,500000.0,sgd +17.321.510.314.941.400,0.0,0.010944128036499,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 60, 40)",adaptive,500000.0,adam +13.559.858.798.980.700,0.0,0.0105490684509277,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 60, 80)",constant,500000.0,adam +15.766.451.358.795.100,0.0,0.0100870132446289,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 60, 100)",constant,500000.0,adam +15.567.030.906.677.200,0.0,0.0091269016265869,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 60, 100)",invscaling,500000.0,adam +0.5643749237060547,0.0,0.0093238353729248,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 80, 20)",adaptive,500000.0,lbfgs +1.738.245.964.050.290,0.0,0.0091619491577148,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 80, 20)",adaptive,500000.0,adam +1.554.414.987.564.080,0.0,0.0091860294342041,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 80, 40)",invscaling,500000.0,adam +17.559.640.407.562.200,0.0,0.0122179985046386,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 80, 60)",constant,500000.0,adam +24.132.153.272.628.700,0.0,0.0120019912719726,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 80, 100)",constant,500000.0,sgd +17.647.910.118.103.000,0.0,0.0098030567169189,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 80, 100)",constant,500000.0,adam +15.974.960.327.148.400,0.0,0.0095329284667968,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 80, 100)",invscaling,500000.0,adam +15.999.407.768.249.500,0.0,0.0097632408142089,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 80, 100)",adaptive,500000.0,adam +0.5259430408477783,0.0,0.0099120140075683,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 100, 20)",constant,500000.0,lbfgs +17.027.440.071.105.900,0.0,0.0095241069793701,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 100, 20)",constant,500000.0,adam +0.6308140754699707,0.0,0.0096261501312255,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 100, 40)",constant,500000.0,lbfgs +0.9912052154541016,0.0,0.0097010135650634,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 100, 80)",constant,500000.0,lbfgs +0.8306927680969238,0.0,0.00950288772583,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 100, 80)",adaptive,500000.0,lbfgs +1.646.925.926.208.490,0.0,0.0093789100646972,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(60, 100, 100)",adaptive,500000.0,adam +16.740.760.803.222.600,0.0,0.0092380046844482,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 20, 20)",adaptive,500000.0,adam +14.118.099.212.646.400,0.0,0.0089519023895263,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 20, 40)",adaptive,500000.0,adam +12.458.701.133.728.000,0.0,0.0089888572692871,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 20, 60)",constant,500000.0,adam +16.312.668.085.098.200,0.0,0.0113649368286132,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 20, 80)",constant,500000.0,sgd +13.473.069.667.816.100,0.0,0.0091829299926757,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 20, 80)",adaptive,500000.0,adam +1.638.481.855.392.450,0.0,0.0104651451110839,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 20, 100)",constant,500000.0,adam +17.554.499.864.578.200,0.0,0.0091810226440429,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 20, 100)",adaptive,500000.0,sgd +15.822.210.311.889.600,0.0,0.0103230476379394,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 40, 20)",constant,500000.0,adam +1.586.313.009.262.080,0.0,0.0099000930786132,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 40, 20)",adaptive,500000.0,adam +0.45455312728881836,0.0,0.010793924331665,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 40, 40)",constant,500000.0,lbfgs +1.480.294.942.855.830,0.0,0.0102119445800781,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 40, 40)",constant,500000.0,adam +0.5043489933013916,0.0,0.0110089778900146,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 40, 60)",constant,500000.0,lbfgs +15.684.311.389.923.000,0.0,0.0093958377838134,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 40, 60)",adaptive,500000.0,adam +14.950.017.929.077.100,0.0,0.0091309547424316,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 40, 80)",adaptive,500000.0,adam +0.643744945526123,0.0,0.0109481811523437,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 60, 20)",adaptive,500000.0,lbfgs +1.473.506.212.234.490,0.0,0.0126776695251464,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 60, 40)",invscaling,500000.0,adam +13.990.850.448.608.300,0.0,0.009761095046997,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 60, 40)",adaptive,500000.0,adam +14.075.758.457.183.800,0.0,0.010660171508789,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 60, 60)",constant,500000.0,adam +16.181.769.371.032.700,0.0,0.0099890232086181,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 60, 80)",adaptive,500000.0,adam +14.304.211.139.678.900,0.0,0.0094170570373535,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 60, 100)",adaptive,500000.0,adam +0.5383749008178711,0.0,0.00944185256958,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 80, 40)",invscaling,500000.0,lbfgs +1.679.905.891.418.450,0.0,0.0109870433807373,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 80, 40)",adaptive,500000.0,adam +17.281.198.501.586.900,0.0,0.0094180107116699,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 80, 60)",invscaling,500000.0,adam +2.114.361.596.107.480,0.0,0.0097181797027587,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 80, 60)",adaptive,500000.0,sgd +21.336.328.983.306.800,0.0,0.0094602108001708,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 80, 80)",adaptive,500000.0,sgd +15.925.791.263.580.300,0.0,0.0094389915466308,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 80, 80)",adaptive,500000.0,adam +17.994.680.404.663.000,0.0,0.0169968605041503,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 80, 100)",invscaling,500000.0,adam +17.334.070.205.688.400,0.0,0.0098717212677001,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 80, 100)",adaptive,500000.0,adam +0.6384437084197998,0.0,0.0094552040100097,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 100, 20)",adaptive,500000.0,lbfgs +16.312.239.170.074.400,0.0,0.0102949142456054,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 100, 40)",constant,500000.0,adam +1.761.199.951.171.870,0.0,0.0102560520172119,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 100, 60)",constant,500000.0,adam +1.587.144.374.847.410,0.0,0.0102436542510986,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 100, 60)",invscaling,500000.0,adam +0.7257602214813232,0.0,0.0097630023956298,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 100, 80)",invscaling,500000.0,lbfgs +17.891.240.119.934.000,0.0,0.0100760459899902,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(80, 100, 100)",constant,500000.0,adam +1.196.840.763.092.040,0.0,0.0087091922760009,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 20, 20)",constant,500000.0,sgd +15.481.898.784.637.400,0.0,0.0095570087432861,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 20, 20)",constant,500000.0,adam +0.5217268466949463,0.0,0.0146872997283935,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 20, 20)",invscaling,500000.0,lbfgs +0.2871689796447754,0.0,0.0095691680908203,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 20, 40)",constant,500000.0,lbfgs +13.373.441.696.166.900,0.0,0.0093312263488769,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 20, 40)",constant,500000.0,adam +14.393.904.685.974.100,0.0,0.0084390640258789,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 20, 60)",constant,500000.0,sgd +1.456.268.072.128.290,0.0,0.0095317363739013,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 20, 60)",constant,500000.0,adam +0.37140727043151855,0.0,0.009192943572998,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 20, 80)",invscaling,500000.0,lbfgs +0.5265471935272217,0.0,0.0091431140899658,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 20, 100)",invscaling,500000.0,lbfgs +15.964.019.298.553.400,0.0,0.009535789489746,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 40, 20)",constant,500000.0,adam +0.36570286750793457,0.0,0.0116462707519531,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 40, 80)",adaptive,500000.0,lbfgs +18.764.063.119.888.300,0.0,0.0122900009155273,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 40, 80)",adaptive,500000.0,sgd +15.793.430.805.206.200,0.0,0.0090911388397216,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 60, 20)",constant,500000.0,adam +17.303.913.116.455.000,0.0,0.0096418857574462,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 60, 40)",constant,500000.0,sgd +16.578.199.863.433.800,0.0,0.0095689296722412,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 60, 40)",invscaling,500000.0,adam +16.045.842.170.715.300,0.0,0.0096089839935302,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 60, 60)",constant,500000.0,adam +14.371.967.315.673.800,0.0,0.0095024108886718,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 60, 60)",invscaling,500000.0,adam +1.753.465.175.628.660,0.0,0.0113139152526855,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 60, 80)",adaptive,500000.0,adam +1.787.843.680.381.770,0.0,0.0094780921936035,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 80, 20)",constant,500000.0,sgd +1.600.268.840.789.790,0.0,0.009855031967163,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 80, 20)",constant,500000.0,adam +16.785.399.913.787.800,0.0,0.0098419189453125,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 80, 20)",adaptive,500000.0,adam +14.910.120.964.050.200,0.0,0.0096917152404785,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 80, 40)",adaptive,500000.0,adam +15.286.331.176.757.800,0.0,0.0102021694183349,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 80, 80)",constant,500000.0,adam +1.800.417.184.829.710,0.0,0.0097990036010742,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 80, 100)",invscaling,500000.0,adam +10.197.129.249.572.700,0.0,0.0089070796966552,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 80, 100)",adaptive,500000.0,lbfgs +17.767.307.758.331.200,0.0,0.0098879337310791,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 100, 20)",constant,500000.0,adam +17.148.067.951.202.300,0.0,0.0110030174255371,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 100, 20)",adaptive,500000.0,adam +21.030.603.885.650.600,0.0,0.0047752857208251,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 100, 40)",adaptive,500000.0,sgd +17.978.298.664.093.000,0.0,0.0092678070068359,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 100, 60)",constant,500000.0,adam +0.9784231185913086,0.0,0.0102300643920898,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 100, 60)",invscaling,500000.0,lbfgs +2.011.930.227.279.660,0.0,0.0100190639495849,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7962962962962963,0.7962962962962963,0.0,1204,0.8735632183908046,0.8735632183908046,0.0,686,1.0,1.0,0.0,1,0.8865979381443299,0.8865979381443299,0.0,686,MLPClassifier,,,,,,,relu,"(100, 100, 60)",adaptive,500000.0,adam +0.1926889419555664,0.0,0.0139381885528564,0.0,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.8076923076923077,0.8076923076923077,0.0,4,0.8735632183908046,0.8735632183908046,0.0,2,0.9767441860465116,0.9767441860465116,0.0,1,0.8842105263157894,0.8842105263157894,0.0,2,RandomForestClassifier,,,entropy,,balanced,sqrt,,,,, +0.16245460510253906,0.0,0.0149481296539306,0.0,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'sqrt'}",0.8076923076923077,0.8076923076923077,0.0,4,0.8735632183908046,0.8735632183908046,0.0,2,0.9767441860465116,0.9767441860465116,0.0,1,0.8842105263157894,0.8842105263157894,0.0,2,RandomForestClassifier,,,gini,,balanced_subsample,sqrt,,,,, +0.25373315811157227,0.0,0.0130708217620849,0.0,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.8076923076923077,0.8076923076923077,0.0,4,0.8735632183908046,0.8735632183908046,0.0,2,0.9767441860465116,0.9767441860465116,0.0,1,0.8842105263157894,0.8842105263157894,0.0,2,RandomForestClassifier,,,entropy,,balanced_subsample,sqrt,,,,, +0.10682272911071777,0.0,0.0076611042022705,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,30,constant,500000.0,lbfgs +0.13591814041137695,0.0,0.0093598365783691,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,55,constant,500000.0,lbfgs +0.239426851272583,0.0,0.0078890323638916,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,85,invscaling,500000.0,lbfgs +0.2977559566497803,0.0,0.00797700881958,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,95,adaptive,500000.0,lbfgs +0.2777390480041504,0.0,0.0081090927124023,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,100,constant,500000.0,lbfgs +0.25649404525756836,0.0,0.0078370571136474,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,100,adaptive,500000.0,lbfgs +0.17647600173950195,0.0,0.0103518962860107,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(15, 15)",invscaling,500000.0,lbfgs +0.26953887939453125,0.0,0.0087587833404541,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(45, 15)",constant,500000.0,lbfgs +0.5177547931671143,0.0,0.0085718631744384,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(45, 90)",constant,500000.0,lbfgs +0.3000199794769287,0.0,0.0084400177001953,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(60, 15)",adaptive,500000.0,lbfgs +0.5530281066894531,0.0,0.009429931640625,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(75, 30)",constant,500000.0,lbfgs +0.9379489421844482,0.0,0.0134360790252685,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(75, 90)",invscaling,500000.0,lbfgs +977.832.293.510.437,0.0,0.0112919807434082,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(20, 20, 20)",invscaling,500000.0,adam +0.6940557956695557,0.0,0.0103449821472167,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(20, 20, 80)",adaptive,500000.0,lbfgs +1.846.778.154.373.160,0.0,0.0092558860778808,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(20, 40, 100)",invscaling,500000.0,lbfgs +7.030.876.159.667.960,0.0,0.0086729526519775,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(20, 100, 20)",constant,500000.0,lbfgs +5.446.722.030.639.640,0.0,0.0094039440155029,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(20, 100, 40)",invscaling,500000.0,lbfgs +18.169.128.894.805.900,0.0,0.008430004119873,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(20, 100, 100)",adaptive,500000.0,lbfgs +0.8494620323181152,0.0,0.0084757804870605,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(40, 20, 80)",constant,500000.0,lbfgs +0.8539121150970459,0.0,0.0081667900085449,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(40, 40, 40)",constant,500000.0,lbfgs +11.612.660.884.857.100,0.0,0.00856614112854,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(40, 60, 40)",invscaling,500000.0,lbfgs +18.202.359.676.361.000,0.0,0.0094830989837646,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(40, 80, 100)",invscaling,500000.0,lbfgs +18.342.170.715.332.000,0.0,0.008713960647583,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(40, 100, 80)",constant,500000.0,lbfgs +2.198.483.943.939.200,0.0,0.0095338821411132,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(40, 100, 100)",constant,500000.0,lbfgs +2.033.109.188.079.830,0.0,0.0100100040435791,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(60, 20, 60)",invscaling,500000.0,lbfgs +11.858.561.038.970.900,0.0,0.0083229541778564,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(60, 40, 80)",constant,500000.0,lbfgs +12.686.312.198.638.900,0.0,0.0087947845458984,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(60, 40, 100)",adaptive,500000.0,lbfgs +18.654.580.116.271.900,0.0,0.0094709396362304,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(60, 60, 100)",invscaling,500000.0,lbfgs +16.279.139.518.737.700,0.0,0.0087060928344726,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(60, 80, 60)",constant,500000.0,lbfgs +27.872.331.142.425.500,0.0,0.010892629623413,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(60, 100, 60)",constant,500000.0,lbfgs +19.087.247.848.510.700,0.0,0.01007080078125,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(60, 100, 80)",invscaling,500000.0,lbfgs +16.476.411.819.458.000,0.0,0.0110011100769042,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(80, 80, 60)",invscaling,500000.0,lbfgs +11.522.178.649.902.300,0.0,0.0086908340454101,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(100, 20, 60)",invscaling,500000.0,lbfgs +29.084.908.962.249.700,0.0,0.0096931457519531,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(100, 40, 80)",constant,500000.0,lbfgs +1.474.430.799.484.250,0.0,0.0101971626281738,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(100, 40, 80)",invscaling,500000.0,lbfgs +16.135.830.879.211.400,0.0,0.0093679428100585,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(100, 60, 20)",constant,500000.0,lbfgs +4.776.843.786.239.620,0.0,0.0096850395202636,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(100, 60, 80)",adaptive,500000.0,lbfgs +4.334.815.979.003.900,0.0,0.0099198818206787,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,logistic,"(100, 80, 100)",adaptive,500000.0,lbfgs +29.077.279.567.718.500,0.0,0.0072748661041259,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,5,constant,500000.0,adam +0.055819034576416016,0.0,0.0066068172454833,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,25,constant,500000.0,lbfgs +33.325.350.284.576.400,0.0,0.0075128078460693,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,25,adaptive,500000.0,adam +0.06407880783081055,0.0,0.0074481964111328,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,50,adaptive,500000.0,lbfgs +0.08266496658325195,0.0,0.0076720714569091,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,55,constant,500000.0,lbfgs +4.550.972.938.537.590,0.0,0.0081820487976074,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,65,adaptive,500000.0,adam +0.0924067497253418,0.0,0.0078270435333251,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,70,invscaling,500000.0,lbfgs +49.671.783.447.265.600,0.0,0.010211706161499,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,70,invscaling,500000.0,adam +0.09425783157348633,0.0,0.0080132484436035,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,75,constant,500000.0,lbfgs +0.12239193916320801,0.0,0.0083980560302734,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,90,invscaling,500000.0,lbfgs +5.664.493.083.953.850,0.0,0.0094809532165527,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,100,adaptive,500000.0,adam +35.408.380.031.585.600,0.0,0.0086090564727783,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(15, 15)",adaptive,500000.0,adam +0.3427550792694092,0.0,0.0083599090576171,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(15, 30)",constant,500000.0,lbfgs +29.189.281.463.623.000,0.0,0.0078227519989013,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(30, 15)",constant,500000.0,adam +0.09052395820617676,0.0,0.0092241764068603,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(30, 30)",adaptive,500000.0,lbfgs +0.11588501930236816,0.0,0.0078320503234863,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(30, 45)",constant,500000.0,lbfgs +35.416.619.777.679.400,0.0,0.0081510543823242,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(30, 60)",adaptive,500000.0,adam +39.354.989.528.656.000,0.0,0.0088269710540771,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(30, 75)",invscaling,500000.0,adam +4.563.219.785.690.300,0.0,0.0094931125640869,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(30, 90)",constant,500000.0,adam +31.521.718.502.044.600,0.0,0.0079941749572753,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(45, 15)",adaptive,500000.0,adam +0.1188669204711914,0.0,0.0087349414825439,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(45, 30)",constant,500000.0,lbfgs +35.407.958.030.700.600,0.0,0.0133092403411865,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(45, 60)",constant,500000.0,adam +3.808.962.106.704.710,0.0,0.0084009170532226,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(45, 75)",constant,500000.0,adam +0.2882859706878662,0.0,0.0086886882781982,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(45, 90)",adaptive,500000.0,lbfgs +3.204.648.971.557.610,0.0,0.0126090049743652,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 15)",adaptive,500000.0,adam +33.097.448.348.999.000,0.0,0.0081760883331298,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 45)",constant,500000.0,adam +36.988.561.153.411.800,0.0,0.0084500312805175,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 60)",adaptive,500000.0,adam +4.138.878.107.070.920,0.0,0.0100448131561279,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 75)",invscaling,500000.0,adam +4.547.172.784.805.290,0.0,0.0100588798522949,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 75)",adaptive,500000.0,adam +0.32778215408325195,0.0,0.0090749263763427,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 90)",constant,500000.0,lbfgs +4.476.100.921.630.850,0.0,0.0088350772857666,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 90)",constant,500000.0,adam +4.478.523.015.975.950,0.0,0.0133538246154785,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 90)",invscaling,500000.0,adam +3.483.227.014.541.620,0.0,0.0088729858398437,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(75, 15)",constant,500000.0,adam +0.1889653205871582,0.0,0.0091426372528076,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(75, 30)",invscaling,500000.0,lbfgs +0.20075702667236328,0.0,0.0118017196655273,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(75, 30)",adaptive,500000.0,lbfgs +30.433.568.954.467.700,0.0,0.0092411041259765,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(75, 30)",adaptive,500000.0,adam +3.874.748.706.817.620,0.0,0.0091571807861328,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(75, 45)",adaptive,500000.0,adam +39.826.278.686.523.400,0.0,0.0092480182647705,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(75, 60)",invscaling,500000.0,adam +0.28694772720336914,0.0,0.0106091499328613,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(90, 15)",invscaling,500000.0,lbfgs +40.455.710.887.908.900,0.0,0.0096209049224853,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(90, 45)",constant,500000.0,adam +0.3458130359649658,0.0,0.0102620124816894,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(90, 75)",constant,500000.0,lbfgs +0.3231208324432373,0.0,0.0093281269073486,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(90, 75)",invscaling,500000.0,lbfgs +4.418.591.022.491.450,0.0,0.010002851486206,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(90, 75)",adaptive,500000.0,adam +0.4326050281524658,0.0,0.0092568397521972,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(90, 90)",constant,500000.0,lbfgs +4.839.890.003.204.340,0.0,0.0083110332489013,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(90, 90)",constant,500000.0,adam +0.3930490016937256,0.0,0.0165832042694091,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(90, 90)",invscaling,500000.0,lbfgs +0.4120211601257324,0.0,0.01021409034729,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(90, 90)",adaptive,500000.0,lbfgs +25.779.898.166.656.400,0.0,0.0080418586730957,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 20, 40)",constant,500000.0,adam +2.931.396.007.537.840,0.0,0.0080530643463134,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 20, 100)",constant,500000.0,adam +23.756.320.476.531.900,0.0,0.0086987018585205,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 40, 20)",constant,500000.0,adam +33.727.309.703.826.900,0.0,0.0096521377563476,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 40, 40)",constant,500000.0,adam +0.3736238479614258,0.0,0.0084559917449951,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 40, 100)",invscaling,500000.0,lbfgs +2.126.017.689.704.890,0.0,0.0088152885437011,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 40, 100)",adaptive,500000.0,sgd +0.34145092964172363,0.0,0.0084547996520996,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 60, 60)",constant,500000.0,lbfgs +38.597.500.324.249.200,0.0,0.0091278553009033,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 60, 60)",adaptive,500000.0,adam +3.676.860.809.326.170,0.0,0.0090270042419433,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 60, 80)",adaptive,500000.0,adam +47.042.810.916.900.600,0.0,0.0084009170532226,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 60, 100)",adaptive,500000.0,adam +0.3929100036621094,0.0,0.008958101272583,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 80, 20)",constant,500000.0,lbfgs +0.3900148868560791,0.0,0.0083751678466796,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 80, 60)",invscaling,500000.0,lbfgs +434.223.198.890.686,0.0,0.0092959403991699,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 80, 60)",adaptive,500000.0,adam +2.101.052.474.975.580,0.0,0.0082030296325683,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 100, 20)",adaptive,500000.0,sgd +0.5900061130523682,0.0,0.0095818042755126,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 100, 60)",adaptive,500000.0,lbfgs +5.723.217.010.498.040,0.0,0.0094251632690429,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(20, 100, 60)",adaptive,500000.0,adam +28.651.959.896.087.600,0.0,0.0090599060058593,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(40, 20, 80)",constant,500000.0,adam +3.146.555.185.317.990,0.0,0.0083990097045898,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(40, 40, 20)",invscaling,500000.0,adam +0.21460199356079102,0.0,0.0089740753173828,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(40, 40, 20)",adaptive,500000.0,lbfgs +3.876.006.841.659.540,0.0,0.0089662075042724,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(40, 40, 100)",constant,500000.0,adam +34.888.298.511.505.100,0.0,0.0095291137695312,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(40, 60, 40)",constant,500000.0,adam +4.187.836.170.196.530,0.0,0.0167980194091796,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(40, 60, 100)",invscaling,500000.0,adam +30.910.627.841.949.400,0.0,0.010477066040039,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(40, 80, 20)",constant,500000.0,adam +0.3839409351348877,0.0,0.0088779926300048,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(40, 80, 60)",adaptive,500000.0,lbfgs +4.257.605.075.836.180,0.0,0.0094127655029296,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(40, 80, 80)",adaptive,500000.0,adam +0.6526196002960205,0.0,0.0096631050109863,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(40, 80, 100)",invscaling,500000.0,lbfgs +0.4855029582977295,0.0,0.0092139244079589,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(40, 100, 20)",adaptive,500000.0,lbfgs +0.4654850959777832,0.0,0.0092439651489257,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(40, 100, 40)",adaptive,500000.0,lbfgs +3.624.472.141.265.860,0.0,0.0097248554229736,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(40, 100, 40)",adaptive,500000.0,adam +0.8821611404418945,0.0,0.0098929405212402,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(40, 100, 100)",invscaling,500000.0,lbfgs +0.2715950012207031,0.0,0.0132460594177246,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 20, 20)",invscaling,500000.0,lbfgs +25.817.859.172.821.000,0.0,0.0083110332489013,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 20, 20)",adaptive,500000.0,adam +28.845.272.064.208.900,0.0,0.015366792678833,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 20, 60)",constant,500000.0,adam +0.2890770435333252,0.0,0.0086028575897216,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 20, 80)",constant,500000.0,lbfgs +0.29482007026672363,0.0,0.0086667537689208,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 20, 80)",invscaling,500000.0,lbfgs +350.221.586.227.417,0.0,0.0128898620605468,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 20, 80)",invscaling,500000.0,adam +3.241.145.133.972.160,0.0,0.013772964477539,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 20, 80)",adaptive,500000.0,adam +372.367.000.579.834,0.0,0.0125799179077148,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 20, 100)",constant,500000.0,adam +3.328.636.884.689.330,0.0,0.0123810768127441,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 40, 20)",invscaling,500000.0,adam +34.097.511.768.341.000,0.0,0.0124869346618652,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 40, 40)",constant,500000.0,adam +340.742.564.201.355,0.0,0.0128340721130371,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 40, 60)",invscaling,500000.0,adam +4.180.917.978.286.740,0.0,0.0130572319030761,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 60, 20)",invscaling,500000.0,adam +0.36245226860046387,0.0,0.0115389823913574,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 60, 40)",constant,500000.0,lbfgs +39.915.928.840.637.200,0.0,0.0256121158599853,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 60, 40)",constant,500000.0,adam +0.4266021251678467,0.0,0.0138559341430664,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 60, 40)",invscaling,500000.0,lbfgs +0.37004518508911133,0.0,0.0123918056488037,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 60, 40)",adaptive,500000.0,lbfgs +38.826.301.097.869.800,0.0,0.0128130912780761,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 60, 60)",invscaling,500000.0,adam +0.5500009059906006,0.0,0.0142381191253662,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 60, 60)",adaptive,500000.0,lbfgs +38.378.188.610.076.900,0.0,0.0088109970092773,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 80, 40)",adaptive,500000.0,adam +37.344.822.883.605.900,0.0,0.0089709758758544,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 80, 60)",adaptive,500000.0,adam +35.603.280.067.443.800,0.0,0.0091979503631591,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 100, 20)",constant,500000.0,adam +4.147.367.238.998.410,0.0,0.0092847347259521,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 100, 20)",adaptive,500000.0,adam +526.092.791.557.312,0.0,0.0095171928405761,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 100, 100)",constant,500000.0,adam +49.634.411.334.991.400,0.0,0.0092859268188476,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(60, 100, 100)",invscaling,500000.0,adam +2.340.101.718.902.580,0.0,0.0089821815490722,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 20, 20)",adaptive,500000.0,adam +25.286.200.046.539.300,0.0,0.0088939666748046,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 20, 40)",constant,500000.0,adam +0.36461687088012695,0.0,0.009045124053955,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 20, 60)",invscaling,500000.0,lbfgs +2.785.353.183.746.330,0.0,0.0116517543792724,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 40, 20)",adaptive,500000.0,adam +0.3073279857635498,0.0,0.0111873149871826,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 40, 40)",adaptive,500000.0,lbfgs +31.386.401.653.289.700,0.0,0.0092689990997314,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 40, 60)",adaptive,500000.0,adam +0.42781710624694824,0.0,0.0092658996582031,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 40, 80)",constant,500000.0,lbfgs +3.122.976.064.682.000,0.0,0.0099942684173583,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 40, 80)",invscaling,500000.0,adam +31.262.998.580.932.600,0.0,0.0096068382263183,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 40, 100)",constant,500000.0,adam +3.530.766.010.284.420,0.0,0.0069231986999511,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 40, 100)",adaptive,500000.0,adam +32.081.568.241.119.300,0.0,0.0098459720611572,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 60, 40)",adaptive,500000.0,adam +3.150.485.038.757.320,0.0,0.009437084197998,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 60, 60)",constant,500000.0,adam +3.552.304.983.139.030,0.0,0.0101349353790283,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 60, 100)",constant,500000.0,adam +3.191.502.094.268.790,0.0,0.0133781433105468,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 80, 20)",invscaling,500000.0,adam +0.4629969596862793,0.0,0.0077271461486816,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 80, 40)",invscaling,500000.0,lbfgs +37.556.588.649.749.700,0.0,0.0098512172698974,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 80, 40)",adaptive,500000.0,adam +0.585076093673706,0.0,0.0141348838806152,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 80, 60)",constant,500000.0,lbfgs +0.49245405197143555,0.0,0.014204978942871,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 80, 60)",adaptive,500000.0,lbfgs +4.460.669.040.679.930,0.0,0.0101439952850341,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 80, 80)",constant,500000.0,adam +3.403.190.851.211.540,0.0,0.0136590003967285,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 80, 80)",adaptive,500000.0,adam +4.133.784.055.709.830,0.0,0.0102691650390625,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 80, 100)",invscaling,500000.0,adam +3.799.753.189.086.910,0.0,0.0087239742279052,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 80, 100)",adaptive,500000.0,adam +0.644568920135498,0.0,0.0113890171051025,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 100, 20)",invscaling,500000.0,lbfgs +0.6987910270690918,0.0,0.0099709033966064,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 100, 80)",invscaling,500000.0,lbfgs +47.864.320.278.167.700,0.0,0.0098028182983398,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 100, 80)",invscaling,500000.0,adam +0.8488500118255615,0.0,0.0088241100311279,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(80, 100, 100)",adaptive,500000.0,lbfgs +2.493.736.982.345.580,0.0,0.0180060863494873,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 20, 40)",constant,500000.0,adam +2.567.857.265.472.410,0.0,0.0098888874053955,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 20, 60)",invscaling,500000.0,adam +2.483.285.903.930.660,0.0,0.0095019340515136,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 20, 60)",adaptive,500000.0,adam +22.180.371.284.484.800,0.0,0.0092201232910156,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 20, 80)",constant,500000.0,adam +0.32018518447875977,0.0,0.009037971496582,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 20, 80)",adaptive,500000.0,lbfgs +0.2939000129699707,0.0,0.0095951557159423,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 40, 40)",invscaling,500000.0,lbfgs +2.902.729.034.423.820,0.0,0.0095360279083251,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 40, 40)",invscaling,500000.0,adam +0.38117384910583496,0.0,0.00897216796875,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 40, 60)",constant,500000.0,lbfgs +35.948.221.683.502.100,0.0,0.0184531211853027,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 40, 60)",adaptive,500000.0,adam +3.486.766.815.185.540,0.0,0.0093531608581542,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 60, 40)",adaptive,500000.0,adam +3.094.295.024.871.820,0.0,0.0098979473114013,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 60, 80)",adaptive,500000.0,adam +33.524.110.317.230.200,0.0,0.0128509998321533,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 80, 40)",adaptive,500000.0,adam +4.463.781.833.648.680,0.0,0.0104520320892333,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 80, 100)",invscaling,500000.0,adam +41.879.589.557.647.700,0.0,0.0118060111999511,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 100, 20)",invscaling,500000.0,adam +4.655.634.880.065.910,0.0,0.0103678703308105,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 100, 60)",constant,500000.0,adam +0.8082940578460693,0.0,0.0109298229217529,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,tanh,"(100, 100, 60)",invscaling,500000.0,lbfgs +0.1902179718017578,0.0,0.008631944656372,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,10,invscaling,500000.0,lbfgs +0.25810909271240234,0.0,0.0076711177825927,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,10,adaptive,500000.0,lbfgs +0.08861899375915527,0.0,0.0077559947967529,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,20,constant,500000.0,lbfgs +0.08466696739196777,0.0,0.0064198970794677,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,30,adaptive,500000.0,lbfgs +0.11355090141296387,0.0,0.0084989070892333,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,35,adaptive,500000.0,lbfgs +0.0950930118560791,0.0,0.007228136062622,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,45,invscaling,500000.0,lbfgs +0.11393117904663086,0.0,0.0093970298767089,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,50,invscaling,500000.0,lbfgs +0.11900997161865234,0.0,0.0076282024383544,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,70,constant,500000.0,lbfgs +30.205.111.503.601.000,0.0,0.0082697868347167,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,85,adaptive,500000.0,adam +0.1494748592376709,0.0,0.0080749988555908,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,90,adaptive,500000.0,lbfgs +0.13561487197875977,0.0,0.0078201293945312,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(15, 15)",adaptive,500000.0,lbfgs +19.601.459.503.173.800,0.0,0.0074810981750488,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(15, 45)",constant,500000.0,adam +0.09718704223632812,0.0,0.0074810981750488,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(15, 45)",invscaling,500000.0,lbfgs +0.12834882736206055,0.0,0.0071170330047607,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(15, 45)",adaptive,500000.0,lbfgs +0.18622303009033203,0.0,0.0081520080566406,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(15, 75)",adaptive,500000.0,lbfgs +2.103.034.019.470.210,0.0,0.0076580047607421,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(30, 15)",adaptive,500000.0,adam +20.542.750.358.581.500,0.0,0.0074880123138427,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(30, 30)",adaptive,500000.0,adam +0.19486689567565918,0.0,0.0080392360687255,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(30, 90)",constant,500000.0,lbfgs +0.2575240135192871,0.0,0.010387897491455,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(30, 90)",adaptive,500000.0,lbfgs +0.16025900840759277,0.0,0.0082919597625732,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(60, 15)",constant,500000.0,lbfgs +0.18631720542907715,0.0,0.0105650424957275,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(60, 45)",adaptive,500000.0,lbfgs +1.973.310.947.418.210,0.0,0.0146770477294921,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(60, 60)",invscaling,500000.0,adam +18.533.878.326.416.000,0.0,0.0085523128509521,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(60, 60)",adaptive,500000.0,adam +0.22548389434814453,0.0,0.0083038806915283,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(75, 15)",invscaling,500000.0,lbfgs +1.908.372.163.772.580,0.0,0.0086410045623779,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(75, 30)",invscaling,500000.0,adam +0.3518211841583252,0.0,0.0089340209960937,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(75, 75)",invscaling,500000.0,lbfgs +20.843.749.046.325.600,0.0,0.012347936630249,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(90, 15)",adaptive,500000.0,adam +0.3753678798675537,0.0,0.0084631443023681,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(90, 60)",constant,500000.0,lbfgs +26.905.269.622.802.700,0.0,0.0092251300811767,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(90, 60)",constant,500000.0,adam +10.356.564.998.626.700,0.0,0.0082387924194335,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 20, 20)",constant,500000.0,sgd +18.784.770.965.576.100,0.0,0.0081510543823242,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 20, 20)",adaptive,500000.0,adam +0.31747913360595703,0.0,0.0079712867736816,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 20, 80)",adaptive,500000.0,lbfgs +0.2584798336029053,0.0,0.0076892375946044,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 20, 100)",constant,500000.0,lbfgs +0.2576730251312256,0.0,0.0092580318450927,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 40, 20)",invscaling,500000.0,lbfgs +0.3152122497558594,0.0,0.0078680515289306,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 40, 40)",invscaling,500000.0,lbfgs +16.392.467.021.942.100,0.0,0.0083940029144287,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 40, 40)",invscaling,500000.0,adam +16.509.151.458.740.200,0.0,0.008336067199707,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 40, 60)",adaptive,500000.0,adam +0.31351613998413086,0.0,0.0092406272888183,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 40, 80)",constant,500000.0,lbfgs +1.799.846.887.588.500,0.0,0.0099880695343017,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 60, 40)",constant,500000.0,adam +1.735.414.981.842.040,0.0,0.0085630416870117,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 60, 60)",constant,500000.0,adam +0.4140431880950928,0.0,0.0102858543395996,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 60, 60)",invscaling,500000.0,lbfgs +2.252.662.181.854.240,0.0,0.0097510814666748,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 80, 20)",constant,500000.0,adam +0.5177121162414551,0.0,0.008934736251831,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 80, 80)",invscaling,500000.0,lbfgs +0.4878997802734375,0.0,0.0090160369873046,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 80, 100)",adaptive,500000.0,lbfgs +0.4671449661254883,0.0,0.0089819431304931,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 100, 40)",adaptive,500000.0,lbfgs +0.5577850341796875,0.0,0.0092279911041259,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(20, 100, 80)",adaptive,500000.0,lbfgs +1.249.333.381.652.830,0.0,0.0084800720214843,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 20, 40)",invscaling,500000.0,adam +11.864.919.662.475.500,0.0,0.0087389945983886,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 20, 60)",constant,500000.0,adam +0.3802919387817383,0.0,0.0098540782928466,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 20, 80)",adaptive,500000.0,lbfgs +0.34148097038269043,0.0,0.0128438472747802,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 40, 20)",constant,500000.0,lbfgs +1.442.277.193.069.450,0.0,0.0082817077636718,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 40, 20)",constant,500000.0,adam +15.703.630.447.387.600,0.0,0.0087099075317382,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 40, 20)",adaptive,500000.0,adam +0.2732388973236084,0.0,0.0086960792541503,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 40, 40)",constant,500000.0,lbfgs +0.28127098083496094,0.0,0.0085999965667724,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 40, 60)",invscaling,500000.0,lbfgs +13.292.269.706.726.000,0.0,0.0088460445404052,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 40, 80)",invscaling,500000.0,adam +0.29151201248168945,0.0,0.0085599422454833,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 40, 80)",adaptive,500000.0,lbfgs +0.39241600036621094,0.0,0.0089352130889892,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 60, 40)",constant,500000.0,lbfgs +0.34186220169067383,0.0,0.0084779262542724,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 60, 40)",adaptive,500000.0,lbfgs +0.4103841781616211,0.0,0.0103039741516113,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 60, 80)",constant,500000.0,lbfgs +17.145.929.336.547.800,0.0,0.0096271038055419,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 60, 80)",invscaling,500000.0,adam +0.6185908317565918,0.0,0.0095529556274414,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 60, 100)",invscaling,500000.0,lbfgs +16.921.360.492.706.200,0.0,0.0114741325378417,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 60, 100)",invscaling,500000.0,adam +1.608.371.901.512.140,0.0,0.0091679096221923,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 80, 20)",constant,500000.0,sgd +14.120.519.161.224.300,0.0,0.0086119174957275,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 80, 40)",constant,500000.0,adam +135.270.094.871.521,0.0,0.0105929374694824,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 80, 40)",invscaling,500000.0,adam +0.45888209342956543,0.0,0.0097489356994628,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 100, 20)",constant,500000.0,lbfgs +2.127.639.055.252.070,0.0,0.0181939601898193,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 100, 20)",invscaling,500000.0,adam +0.9884979724884033,0.0,0.008786916732788,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 100, 20)",adaptive,500000.0,lbfgs +0.6853370666503906,0.0,0.0099828243255615,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 100, 80)",adaptive,500000.0,lbfgs +0.7974698543548584,0.0,0.0093371868133544,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 100, 100)",constant,500000.0,lbfgs +0.811539888381958,0.0,0.0101540088653564,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(40, 100, 100)",adaptive,500000.0,lbfgs +0.4176650047302246,0.0,0.0096707344055175,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(60, 20, 20)",constant,500000.0,lbfgs +0.2735259532928467,0.0,0.0118288993835449,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(60, 20, 80)",constant,500000.0,lbfgs +0.3168020248413086,0.0,0.0089280605316162,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(60, 40, 20)",constant,500000.0,lbfgs +12.852.420.806.884.700,0.0,0.0088419914245605,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(60, 40, 40)",invscaling,500000.0,adam +0.505316972732544,0.0,0.0148210525512695,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(60, 40, 80)",constant,500000.0,lbfgs +0.32415103912353516,0.0,0.0097436904907226,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(60, 60, 20)",invscaling,500000.0,lbfgs +1.431.304.931.640.620,0.0,0.0092179775238037,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(60, 60, 20)",invscaling,500000.0,adam +0.4305288791656494,0.0,0.0097911357879638,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(60, 60, 40)",adaptive,500000.0,lbfgs +16.185.147.762.298.500,0.0,0.0137982368469238,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(60, 60, 80)",adaptive,500000.0,adam +13.195.178.508.758.500,0.0,0.0097110271453857,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 20, 20)",constant,500000.0,adam +19.427.790.641.784.600,0.0,0.0102288722991943,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 40, 20)",invscaling,500000.0,adam +14.316.395.998.001.000,0.0,0.0109791755676269,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 40, 40)",constant,500000.0,sgd +0.4652879238128662,0.0,0.0088679790496826,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 40, 40)",invscaling,500000.0,lbfgs +13.891.808.986.663.800,0.0,0.0115211009979248,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 40, 60)",invscaling,500000.0,adam +14.972.379.207.611.000,0.0,0.0091400146484375,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 40, 100)",invscaling,500000.0,adam +13.770.489.692.687.900,0.0,0.010897159576416,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 40, 100)",adaptive,500000.0,adam +16.439.650.058.746.300,0.0,0.0094478130340576,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 60, 20)",constant,500000.0,adam +0.3760247230529785,0.0,0.0109980106353759,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 60, 40)",constant,500000.0,lbfgs +0.674644947052002,0.0,0.0092592239379882,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 60, 100)",adaptive,500000.0,lbfgs +0.45467591285705566,0.0,0.0095753669738769,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 80, 20)",invscaling,500000.0,lbfgs +0.5625741481781006,0.0,0.0199298858642578,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 80, 60)",invscaling,500000.0,lbfgs +19.206.719.398.498.500,0.0,0.0096549987792968,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 100, 20)",invscaling,500000.0,adam +15.384.750.366.210.900,0.0,0.0108458995819091,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 100, 20)",adaptive,500000.0,adam +0.5934879779815674,0.0,0.0092880725860595,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 100, 40)",invscaling,500000.0,lbfgs +0.6665270328521729,0.0,0.0102119445800781,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 100, 60)",adaptive,500000.0,lbfgs +18.107.330.799.102.700,0.0,0.0098829269409179,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 100, 80)",invscaling,500000.0,adam +0.969703197479248,0.0,0.0100078582763671,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 100, 100)",constant,500000.0,lbfgs +0.87764573097229,0.0,0.0104141235351562,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(80, 100, 100)",invscaling,500000.0,lbfgs +0.5874741077423096,0.0,0.0140109062194824,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 20, 20)",constant,500000.0,lbfgs +0.3111612796783447,0.0,0.0088739395141601,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 20, 20)",adaptive,500000.0,lbfgs +16.420.249.938.964.800,0.0,0.009894847869873,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 20, 20)",adaptive,500000.0,adam +0.36679792404174805,0.0,0.0093300342559814,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 20, 40)",adaptive,500000.0,lbfgs +15.723.278.522.491.400,0.0,0.0094730854034423,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 20, 40)",adaptive,500000.0,adam +14.598.281.383.514.400,0.0,0.0094869136810302,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 20, 100)",constant,500000.0,adam +0.4099428653717041,0.0,0.0091228485107421,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 20, 100)",adaptive,500000.0,lbfgs +0.38092589378356934,0.0,0.0096919536590576,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 40, 20)",constant,500000.0,lbfgs +0.45118021965026855,0.0,0.0093700885772705,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 40, 60)",adaptive,500000.0,lbfgs +0.5483407974243164,0.0,0.009214162826538,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 40, 100)",invscaling,500000.0,lbfgs +1.408.646.821.975.700,0.0,0.0160162448883056,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 40, 100)",adaptive,500000.0,adam +0.40122270584106445,0.0,0.0094373226165771,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 60, 20)",adaptive,500000.0,lbfgs +0.5327310562133789,0.0,0.0093438625335693,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 60, 60)",constant,500000.0,lbfgs +0.7268719673156738,0.0,0.0099928379058837,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 60, 60)",adaptive,500000.0,lbfgs +0.5664777755737305,0.0,0.0093910694122314,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 60, 80)",constant,500000.0,lbfgs +15.459.098.815.917.900,0.0,0.0084590911865234,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 60, 80)",invscaling,500000.0,adam +0.5986850261688232,0.0,0.0093660354614257,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 60, 80)",adaptive,500000.0,lbfgs +1.676.011.085.510.250,0.0,0.0098769664764404,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 80, 20)",invscaling,500000.0,adam +0.8236699104309082,0.0,0.012977123260498,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 80, 40)",invscaling,500000.0,lbfgs +16.019.790.172.576.900,0.0,0.00962495803833,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 80, 40)",invscaling,500000.0,adam +0.7295281887054443,0.0,0.0115129947662353,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 80, 80)",constant,500000.0,lbfgs +0.8802790641784668,0.0,0.0157611370086669,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 80, 80)",adaptive,500000.0,lbfgs +0.5719521045684814,0.0,0.0100378990173339,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 100, 20)",invscaling,500000.0,lbfgs +18.723.559.379.577.600,0.0,0.0101001262664794,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 100, 80)",constant,500000.0,adam +1.112.334.966.659.540,0.0,0.0107150077819824,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 100, 80)",invscaling,500000.0,lbfgs +1.013.519.048.690.790,0.0,0.0120630264282226,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8076923076923077,0.8076923076923077,0.0,787,0.8735632183908046,0.8735632183908046,0.0,686,0.9767441860465116,0.9767441860465116,0.0,1284,0.8842105263157894,0.8842105263157894,0.0,968,MLPClassifier,,,,,,,relu,"(100, 100, 100)",adaptive,500000.0,lbfgs +0.18570494651794434,0.0,0.0171930789947509,0.0,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'log2'}",0.82,0.82,0.0,2,0.8735632183908046,0.8735632183908046,0.0,2,0.9534883720930232,0.9534883720930232,0.0,4,0.8817204301075269,0.8817204301075269,0.0,5,RandomForestClassifier,,,gini,,balanced,log2,,,,, +0.13170099258422852,0.0,0.0106329917907714,0.0,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'log2'}",0.82,0.82,0.0,2,0.8735632183908046,0.8735632183908046,0.0,2,0.9534883720930232,0.9534883720930232,0.0,4,0.8817204301075269,0.8817204301075269,0.0,5,RandomForestClassifier,,,entropy,,balanced,log2,,,,, +0.5891411304473877,0.0,0.0097749233245849,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(15, 30)",invscaling,500000.0,lbfgs +0.8390488624572754,0.0,0.0094420909881591,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(75, 45)",invscaling,500000.0,lbfgs +1.328.571.081.161.490,0.0,0.0095851421356201,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(20, 40, 20)",adaptive,500000.0,lbfgs +13.026.327.133.178.700,0.0,0.008760929107666,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(20, 40, 80)",constant,500000.0,lbfgs +2.068.058.967.590.330,0.0,0.008713960647583,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(20, 40, 100)",constant,500000.0,lbfgs +0.5985910892486572,0.0,0.0087249279022216,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(20, 60, 40)",adaptive,500000.0,lbfgs +31.453.821.659.088.100,0.0,0.0091257095336914,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(20, 60, 80)",constant,500000.0,lbfgs +0.9269800186157227,0.0,0.010038137435913,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(20, 80, 20)",adaptive,500000.0,lbfgs +0.9238300323486328,0.0,0.0090188980102539,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(40, 20, 80)",adaptive,500000.0,lbfgs +3.047.250.986.099.240,0.0,0.0089766979217529,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(80, 20, 100)",invscaling,500000.0,lbfgs +1.832.237.720.489.500,0.0,0.0134429931640625,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(80, 40, 60)",adaptive,500000.0,lbfgs +2.003.103.017.807.000,0.0,0.0091080665588378,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(80, 60, 100)",invscaling,500000.0,lbfgs +17.829.899.787.902.800,0.0,0.0090589523315429,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(80, 100, 40)",constant,500000.0,lbfgs +5.736.541.748.046.870,0.0,0.0092151165008544,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(80, 100, 60)",adaptive,500000.0,lbfgs +2.059.067.964.553.830,0.0,0.0089037418365478,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(100, 20, 100)",invscaling,500000.0,lbfgs +2.358.891.010.284.420,0.0,0.0084161758422851,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(100, 40, 20)",constant,500000.0,lbfgs +17.144.708.633.422.800,0.0,0.0094311237335205,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(100, 60, 40)",constant,500000.0,lbfgs +3.986.243.963.241.570,0.0,0.0090868473052978,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,logistic,"(100, 80, 20)",invscaling,500000.0,lbfgs +0.09065914154052734,0.0,0.0076768398284912,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,60,invscaling,500000.0,lbfgs +0.10038995742797852,0.0,0.0081920623779296,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,75,adaptive,500000.0,lbfgs +0.1862010955810547,0.0,0.0087461471557617,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,"(90, 30)",adaptive,500000.0,lbfgs +24.779.789.447.784.400,0.0,0.008120059967041,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,"(20, 20, 60)",adaptive,500000.0,adam +4.210.426.092.147.820,0.0,0.010880708694458,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,"(20, 60, 80)",invscaling,500000.0,adam +2.540.005.922.317.500,0.0,0.0084600448608398,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,"(40, 20, 60)",constant,500000.0,adam +0.22185111045837402,0.0,0.0094897747039794,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,"(40, 40, 60)",adaptive,500000.0,lbfgs +0.4576871395111084,0.0,0.0093336105346679,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,"(40, 60, 80)",constant,500000.0,lbfgs +11.078.240.871.429.400,0.0,0.0164520740509033,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,"(40, 100, 100)",adaptive,500000.0,lbfgs +0.264415979385376,0.0,0.0128169059753417,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,"(60, 40, 20)",invscaling,500000.0,lbfgs +0.4163670539855957,0.0,0.0126500129699707,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,"(60, 40, 100)",constant,500000.0,lbfgs +0.5532491207122803,0.0,0.0074570178985595,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,"(60, 80, 60)",adaptive,500000.0,lbfgs +0.6893482208251953,0.0,0.0089609622955322,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,"(60, 100, 20)",constant,500000.0,lbfgs +0.3109588623046875,0.0,0.0101282596588134,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,"(80, 20, 80)",constant,500000.0,lbfgs +0.3426811695098877,0.0,0.0142009258270263,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,"(80, 20, 100)",constant,500000.0,lbfgs +0.35894107818603516,0.0,0.0109479427337646,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,"(100, 40, 40)",constant,500000.0,lbfgs +0.43201589584350586,0.0,0.0154769420623779,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,tanh,"(100, 60, 40)",adaptive,500000.0,lbfgs +0.0782921314239502,0.0,0.0071690082550048,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,30,invscaling,500000.0,lbfgs +0.10047197341918945,0.0,0.0076100826263427,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,55,invscaling,500000.0,lbfgs +0.1339249610900879,0.0,0.0103890895843505,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,80,adaptive,500000.0,lbfgs +0.22910118103027344,0.0,0.0083730220794677,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(20, 20, 20)",adaptive,500000.0,lbfgs +17.292.232.513.427.700,0.0,0.0080039501190185,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(20, 20, 80)",invscaling,500000.0,adam +0.4140181541442871,0.0,0.0091419219970703,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(20, 40, 100)",adaptive,500000.0,lbfgs +0.6044139862060547,0.0,0.0099437236785888,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(20, 80, 80)",adaptive,500000.0,lbfgs +0.5924019813537598,0.0,0.009099006652832,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(20, 100, 60)",invscaling,500000.0,lbfgs +0.35776209831237793,0.0,0.0091190338134765,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(40, 80, 20)",constant,500000.0,lbfgs +2.179.213.047.027.580,0.0,0.009347915649414,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(40, 100, 40)",adaptive,500000.0,adam +0.40659308433532715,0.0,0.012253999710083,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(60, 20, 80)",adaptive,500000.0,lbfgs +0.31743502616882324,0.0,0.0127911567687988,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(60, 40, 40)",constant,500000.0,lbfgs +0.7230679988861084,0.0,0.009037971496582,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(60, 60, 60)",adaptive,500000.0,lbfgs +0.7985482215881348,0.0,0.0097429752349853,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(60, 100, 100)",constant,500000.0,lbfgs +0.3462691307067871,0.0,0.0103480815887451,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(80, 40, 20)",adaptive,500000.0,lbfgs +0.5107800960540771,0.0,0.0092568397521972,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(80, 80, 20)",adaptive,500000.0,lbfgs +0.815324068069458,0.0,0.0099139213562011,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(80, 100, 60)",constant,500000.0,lbfgs +0.4644749164581299,0.0,0.0089709758758544,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(100, 20, 100)",constant,500000.0,lbfgs +0.44988322257995605,0.0,0.0096209049224853,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(100, 40, 20)",adaptive,500000.0,lbfgs +0.9551377296447754,0.0,0.0097918510437011,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(100, 100, 80)",constant,500000.0,lbfgs +10.287.280.082.702.600,0.0,0.009843111038208,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.82,0.82,0.0,483,0.8735632183908046,0.8735632183908046,0.0,686,0.9534883720930232,0.9534883720930232,0.0,2739,0.8817204301075269,0.8817204301075269,0.0,1274,MLPClassifier,,,,,,,relu,"(100, 100, 100)",invscaling,500000.0,lbfgs +14.468.920.230.865.400,0.0,0.0088348388671875,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8333333333333334,0.8333333333333334,0.0,188,0.8735632183908046,0.8735632183908046,0.0,686,0.9302325581395348,0.9302325581395348,0.0,3215,0.8791208791208791,0.8791208791208791,0.0,1330,MLPClassifier,,,,,,,logistic,"(60, 80, 60)",invscaling,500000.0,lbfgs +34.479.050.636.291.500,0.0,0.0102748870849609,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8333333333333334,0.8333333333333334,0.0,188,0.8735632183908046,0.8735632183908046,0.0,686,0.9302325581395348,0.9302325581395348,0.0,3215,0.8791208791208791,0.8791208791208791,0.0,1330,MLPClassifier,,,,,,,logistic,"(60, 100, 80)",constant,500000.0,lbfgs +36.242.973.804.473.800,0.0,0.0123977661132812,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8333333333333334,0.8333333333333334,0.0,188,0.8735632183908046,0.8735632183908046,0.0,686,0.9302325581395348,0.9302325581395348,0.0,3215,0.8791208791208791,0.8791208791208791,0.0,1330,MLPClassifier,,,,,,,logistic,"(100, 100, 40)",invscaling,500000.0,lbfgs +0.3909449577331543,0.0,0.0105452537536621,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8333333333333334,0.8333333333333334,0.0,188,0.8735632183908046,0.8735632183908046,0.0,686,0.9302325581395348,0.9302325581395348,0.0,3215,0.8791208791208791,0.8791208791208791,0.0,1330,MLPClassifier,,,,,,,tanh,"(90, 15)",constant,500000.0,lbfgs +0.3463749885559082,0.0,0.0091040134429931,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8333333333333334,0.8333333333333334,0.0,188,0.8735632183908046,0.8735632183908046,0.0,686,0.9302325581395348,0.9302325581395348,0.0,3215,0.8791208791208791,0.8791208791208791,0.0,1330,MLPClassifier,,,,,,,tanh,"(20, 40, 100)",constant,500000.0,lbfgs +3.418.724.775.314.330,0.0,0.0093030929565429,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8478260869565217,0.8478260869565217,0.0,55,0.8735632183908046,0.8735632183908046,0.0,686,0.9069767441860463,0.9069767441860463,0.0,3336,0.8764044943820224,0.8764044943820224,0.0,1536,MLPClassifier,,,,,,,logistic,"(100, 40, 80)",adaptive,500000.0,lbfgs +0.08885669708251953,0.0,0.0123591423034667,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,40,constant,500000.0,lbfgs +0.11457610130310059,0.0,0.0075137615203857,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,50,adaptive,500000.0,lbfgs +0.15584492683410645,0.0,0.0112800598144531,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,60,constant,500000.0,lbfgs +0.14857912063598633,0.0,0.0077488422393798,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,60,adaptive,500000.0,lbfgs +0.17977285385131836,0.0,0.0114932060241699,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,85,adaptive,500000.0,lbfgs +0.22907233238220215,0.0,0.0078866481781005,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,90,adaptive,500000.0,lbfgs +0.451862096786499,0.0,0.0094971656799316,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(15, 75)",invscaling,500000.0,lbfgs +0.4677469730377197,0.0,0.0080869197845458,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(30, 30)",constant,500000.0,lbfgs +0.4245340824127197,0.0,0.0086588859558105,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(30, 45)",invscaling,500000.0,lbfgs +0.43045973777770996,0.0,0.0082321166992187,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(30, 75)",constant,500000.0,lbfgs +1.484.567.904.472.350,0.0,0.0091869831085205,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(30, 90)",adaptive,500000.0,adam +0.5541996955871582,0.0,0.0093331336975097,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(60, 15)",invscaling,500000.0,lbfgs +0.7997817993164062,0.0,0.009972333908081,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(60, 75)",constant,500000.0,lbfgs +0.7673699855804443,0.0,0.0092959403991699,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(60, 90)",constant,500000.0,lbfgs +1.287.487.268.447.870,0.0,0.0095686912536621,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(75, 60)",invscaling,500000.0,lbfgs +0.6825611591339111,0.0,0.012183666229248,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(90, 60)",constant,500000.0,lbfgs +16.848.622.798.919.600,0.0,0.0085611343383789,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(20, 80, 40)",constant,500000.0,adam +10.553.228.855.133.000,0.0,0.0109000205993652,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(40, 20, 60)",constant,500000.0,lbfgs +13.150.279.521.942.100,0.0,0.0083072185516357,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(60, 20, 20)",constant,500000.0,lbfgs +19.016.129.970.550.500,0.0,0.0114438533782958,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(60, 60, 20)",adaptive,500000.0,lbfgs +4.596.639.156.341.550,0.0,0.0098450183868408,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(60, 100, 40)",adaptive,500000.0,lbfgs +18.200.938.701.629.600,0.0,0.0085070133209228,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,logistic,"(80, 20, 20)",adaptive,500000.0,lbfgs +0.06357598304748535,0.0,0.0075247287750244,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,15,invscaling,500000.0,lbfgs +3.465.751.886.367.790,0.0,0.0073287487030029,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,20,invscaling,500000.0,adam +0.05320286750793457,0.0,0.0085837841033935,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,20,adaptive,500000.0,lbfgs +3.427.727.699.279.780,0.0,0.0071353912353515,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,35,invscaling,500000.0,adam +0.05852007865905762,0.0,0.0075340270996093,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,35,adaptive,500000.0,lbfgs +3.467.468.023.300.170,0.0,0.0076069831848144,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,40,invscaling,500000.0,adam +0.05594801902770996,0.0,0.0073728561401367,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,45,constant,500000.0,lbfgs +3.575.977.087.020.870,0.0,0.0078589916229248,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,45,adaptive,500000.0,adam +37.845.213.413.238.500,0.0,0.0076909065246582,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,50,invscaling,500000.0,adam +4.030.333.995.819.090,0.0,0.0105419158935546,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,55,invscaling,500000.0,adam +4.358.182.907.104.490,0.0,0.0077979564666748,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,65,invscaling,500000.0,adam +4.386.879.920.959.470,0.0,0.0085871219635009,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,70,constant,500000.0,adam +5.118.470.907.211.300,0.0,0.008131980895996,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,80,invscaling,500000.0,adam +0.08318400382995605,0.0,0.0101480484008789,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(15, 30)",adaptive,500000.0,lbfgs +3.753.653.049.468.990,0.0,0.0088388919830322,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(15, 30)",adaptive,500000.0,adam +35.615.720.748.901.300,0.0,0.0078001022338867,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(15, 45)",constant,500000.0,adam +4.325.010.061.264.030,0.0,0.0083699226379394,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(15, 90)",adaptive,500000.0,adam +0.12249994277954102,0.0,0.0081808567047119,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(30, 15)",adaptive,500000.0,lbfgs +36.542.491.912.841.700,0.0,0.0089616775512695,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(45, 60)",adaptive,500000.0,adam +0.24136114120483398,0.0,0.0083661079406738,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(45, 75)",invscaling,500000.0,lbfgs +0.2028810977935791,0.0,0.0098390579223632,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(60, 15)",adaptive,500000.0,lbfgs +36.654.610.633.850.000,0.0,0.0089738368988037,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(90, 15)",constant,500000.0,adam +3.753.671.884.536.740,0.0,0.0085608959197998,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(20, 20, 60)",invscaling,500000.0,adam +0.2788510322570801,0.0,0.0081758499145507,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(20, 20, 100)",adaptive,500000.0,lbfgs +32.263.550.758.361.800,0.0,0.0082879066467285,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(20, 40, 60)",constant,500000.0,adam +35.455.050.468.444.800,0.0,0.0104141235351562,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(20, 40, 80)",invscaling,500000.0,adam +4.062.299.013.137.810,0.0,0.0085110664367675,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(20, 40, 100)",adaptive,500000.0,adam +0.34711241722106934,0.0,0.0085408687591552,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(20, 60, 80)",invscaling,500000.0,lbfgs +4.046.828.985.214.230,0.0,0.0090980529785156,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(20, 60, 100)",constant,500000.0,adam +4.396.751.880.645.750,0.0,0.0094439983367919,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(20, 80, 80)",invscaling,500000.0,adam +3.589.650.869.369.500,0.0,0.0129692554473876,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(20, 100, 20)",adaptive,500000.0,adam +0.7364261150360107,0.0,0.009876012802124,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(20, 100, 100)",constant,500000.0,lbfgs +0.20427513122558594,0.0,0.0093259811401367,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(40, 40, 20)",invscaling,500000.0,lbfgs +2.703.019.618.988.030,0.0,0.0127930641174316,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(40, 40, 40)",constant,500000.0,adam +254.105.281.829.834,0.0,0.0092999935150146,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(40, 40, 40)",invscaling,500000.0,adam +26.305.558.681.488.000,0.0,0.0072641372680664,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(40, 40, 60)",invscaling,500000.0,adam +0.4353599548339844,0.0,0.0149159431457519,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(40, 60, 80)",adaptive,500000.0,lbfgs +4.317.126.989.364.620,0.0,0.0097479820251464,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(40, 60, 100)",constant,500000.0,adam +3.552.536.725.997.920,0.0,0.0114800930023193,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(40, 80, 40)",constant,500000.0,adam +42.717.649.936.676.000,0.0,0.0096898078918457,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(40, 80, 60)",adaptive,500000.0,adam +29.227.421.283.721.900,0.0,0.0155370235443115,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(60, 20, 60)",invscaling,500000.0,adam +33.852.617.740.631.100,0.0,0.0124669075012207,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(60, 40, 20)",adaptive,500000.0,adam +0.29293012619018555,0.0,0.0123209953308105,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(60, 40, 60)",constant,500000.0,lbfgs +35.523.409.843.444.800,0.0,0.0125949382781982,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(60, 40, 80)",constant,500000.0,adam +0.4610331058502197,0.0,0.0150468349456787,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(60, 40, 80)",invscaling,500000.0,lbfgs +4.509.310.245.513.910,0.0,0.0126018524169921,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(60, 40, 100)",constant,500000.0,adam +0.5415818691253662,0.0,0.0153892040252685,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(60, 60, 100)",constant,500000.0,lbfgs +0.5558598041534424,0.0,0.0149788856506347,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(60, 100, 60)",invscaling,500000.0,lbfgs +0.3759753704071045,0.0,0.0097239017486572,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(80, 60, 20)",adaptive,500000.0,lbfgs +0.4901127815246582,0.0,0.0101649761199951,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(80, 60, 80)",invscaling,500000.0,lbfgs +0.6228611469268799,0.0,0.0098390579223632,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(80, 80, 80)",adaptive,500000.0,lbfgs +4.777.568.101.882.930,0.0,0.010077953338623,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(80, 100, 100)",adaptive,500000.0,adam +24.350.171.089.172.300,0.0,0.0098359584808349,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(100, 20, 40)",adaptive,500000.0,adam +3.103.476.047.515.860,0.0,0.0098428726196289,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(100, 40, 40)",constant,500000.0,adam +0.4069502353668213,0.0,0.0105149745941162,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(100, 40, 80)",constant,500000.0,lbfgs +0.5584561824798584,0.0,0.0103578567504882,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(100, 40, 80)",adaptive,500000.0,lbfgs +39.181.947.708.129.800,0.0,0.0108659267425537,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(100, 40, 100)",invscaling,500000.0,adam +3.833.261.728.286.740,0.0,0.0097310543060302,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(100, 40, 100)",adaptive,500000.0,adam +0.6041438579559326,0.0,0.0120902061462402,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(100, 60, 100)",invscaling,500000.0,lbfgs +0.6192238330841064,0.0,0.0100069046020507,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,tanh,"(100, 80, 60)",invscaling,500000.0,lbfgs +3.205.087.900.161.740,0.0,0.0096058845520019,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,25,invscaling,500000.0,adam +2.989.470.958.709.710,0.0,0.009537935256958,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,35,adaptive,500000.0,adam +2.989.532.947.540.280,0.0,0.0083739757537841,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,40,adaptive,500000.0,adam +30.255.019.664.764.400,0.0,0.0074338912963867,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,50,constant,500000.0,adam +32.767.891.883.850.000,0.0,0.0076940059661865,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,60,adaptive,500000.0,adam +286.336.088.180.542,0.0,0.0079953670501708,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,75,adaptive,500000.0,adam +303.371.000.289.917,0.0,0.0078330039978027,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,80,constant,500000.0,adam +34.446.630.477.905.200,0.0,0.0078308582305908,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,80,adaptive,500000.0,adam +3.158.621.072.769.160,0.0,0.0075519084930419,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,95,constant,500000.0,adam +3.138.085.126.876.830,0.0,0.0075159072875976,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,95,invscaling,500000.0,adam +262.489.914.894.104,0.0,0.0070688724517822,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(15, 15)",constant,500000.0,adam +23.890.109.062.194.800,0.0,0.0076701641082763,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(15, 30)",constant,500000.0,adam +2.614.189.863.204.950,0.0,0.0079400539398193,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(15, 75)",invscaling,500000.0,adam +20.391.318.798.065.100,0.0,0.007706880569458,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(30, 15)",invscaling,500000.0,adam +2.088.101.863.861.080,0.0,0.0078089237213134,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(45, 15)",constant,500000.0,adam +19.327.211.380.004.800,0.0,0.0084900856018066,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(45, 15)",invscaling,500000.0,adam +18.727.810.382.843.000,0.0,0.0087430477142333,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(45, 15)",adaptive,500000.0,adam +19.614.038.467.407.200,0.0,0.0084881782531738,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(45, 60)",invscaling,500000.0,adam +2.012.010.097.503.660,0.0,0.0088899135589599,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(45, 75)",constant,500000.0,adam +2.629.236.936.569.210,0.0,0.0082108974456787,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(45, 90)",constant,500000.0,adam +0.31980299949645996,0.0,0.00826096534729,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(45, 90)",invscaling,500000.0,lbfgs +20.232.200.622.558.500,0.0,0.00856614112854,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 30)",adaptive,500000.0,adam +2.114.190.101.623.530,0.0,0.0088808536529541,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 45)",invscaling,500000.0,adam +2.327.444.076.538.080,0.0,0.009779930114746,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 75)",invscaling,500000.0,adam +0.270770788192749,0.0,0.0096321105957031,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 75)",adaptive,500000.0,lbfgs +23.168.601.989.746.000,0.0,0.0138659477233886,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 75)",adaptive,500000.0,adam +24.871.129.989.624.000,0.0,0.0086269378662109,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(75, 90)",constant,500000.0,adam +2.085.820.198.059.080,0.0,0.0096290111541748,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(90, 15)",constant,500000.0,adam +2.255.974.054.336.540,0.0,0.0115869045257568,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(90, 30)",constant,500000.0,adam +0.4771709442138672,0.0,0.0092899799346923,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(90, 90)",constant,500000.0,lbfgs +0.23060011863708496,0.0,0.0082049369812011,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(20, 40, 40)",adaptive,500000.0,lbfgs +14.759.318.828.582.700,0.0,0.008584976196289,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(20, 40, 60)",constant,500000.0,adam +15.327.590.703.964.200,0.0,0.0091452598571777,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(20, 40, 60)",adaptive,500000.0,sgd +1.674.528.193.473.810,0.0,0.0093359947204589,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(20, 40, 80)",constant,500000.0,sgd +16.503.081.321.716.300,0.0,0.008406639099121,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(20, 60, 40)",invscaling,500000.0,adam +15.111.531.019.210.800,0.0,0.0139920711517333,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(20, 80, 20)",constant,500000.0,sgd +14.035.467.863.082.800,0.0,0.0113191604614257,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(20, 80, 20)",adaptive,500000.0,sgd +0.4232058525085449,0.0,0.0124757289886474,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(20, 80, 60)",adaptive,500000.0,lbfgs +17.295.570.373.535.100,0.0,0.0089321136474609,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(20, 80, 80)",invscaling,500000.0,adam +1.668.954.849.243.160,0.0,0.0091552734375,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(20, 80, 100)",adaptive,500000.0,adam +23.534.891.605.377.100,0.0,0.0091300010681152,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(20, 100, 80)",constant,500000.0,adam +15.133.237.838.745.100,0.0,0.0098123550415039,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 20, 20)",invscaling,500000.0,adam +13.501.219.749.450.600,0.0,0.0126011371612548,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 20, 60)",adaptive,500000.0,adam +15.440.800.189.971.900,0.0,0.0086410045623779,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 20, 80)",adaptive,500000.0,adam +0.39768075942993164,0.0,0.0087213516235351,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 20, 100)",invscaling,500000.0,lbfgs +0.26991987228393555,0.0,0.0097389221191406,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 20, 100)",adaptive,500000.0,lbfgs +1.583.568.811.416.620,0.0,0.0085940361022949,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 40, 20)",invscaling,500000.0,adam +13.008.010.387.420.600,0.0,0.0086710453033447,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 40, 40)",constant,500000.0,adam +0.2776827812194824,0.0,0.011258840560913,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 40, 60)",constant,500000.0,lbfgs +17.238.690.853.118.800,0.0,0.0088808536529541,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 40, 100)",invscaling,500000.0,adam +0.2650916576385498,0.0,0.0084872245788574,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 60, 20)",adaptive,500000.0,lbfgs +14.130.432.605.743.400,0.0,0.0109088420867919,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 60, 60)",invscaling,500000.0,adam +14.617.269.039.154.000,0.0,0.0111422538757324,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 80, 20)",adaptive,500000.0,adam +0.44559812545776367,0.0,0.0101559162139892,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 80, 60)",adaptive,500000.0,lbfgs +15.300.168.991.088.800,0.0,0.0091781616210937,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 80, 80)",constant,500000.0,adam +2.803.939.723.968.500,0.0,0.0130417346954345,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 80, 100)",adaptive,500000.0,sgd +21.854.989.528.656.000,0.0,0.0126199722290039,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 80, 100)",adaptive,500000.0,adam +0.9913341999053955,0.0,0.03568696975708,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 100, 40)",constant,500000.0,lbfgs +27.037.054.777.145.300,0.0,0.0088782310485839,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(40, 100, 100)",constant,500000.0,sgd +15.698.011.875.152.500,0.0,0.0153100490570068,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 20, 40)",constant,500000.0,sgd +1.712.088.918.685.910,0.0,0.009589672088623,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 20, 60)",constant,500000.0,sgd +1.523.841.381.072.990,0.0,0.0090742111206054,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 20, 100)",adaptive,500000.0,sgd +11.795.560.121.536.200,0.0,0.0102527141571044,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 40, 20)",constant,500000.0,sgd +14.860.223.054.885.800,0.0,0.0101299285888671,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 40, 20)",adaptive,500000.0,sgd +1.315.835.952.758.780,0.0,0.0094330310821533,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 40, 40)",adaptive,500000.0,adam +18.865.153.074.264.500,0.0,0.013942003250122,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 40, 80)",constant,500000.0,sgd +15.709.409.713.745.100,0.0,0.0104479789733886,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 40, 80)",adaptive,500000.0,adam +15.720.510.482.788.000,0.0,0.0089468955993652,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 40, 100)",adaptive,500000.0,adam +16.117.181.777.954.100,0.0,0.0093441009521484,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 60, 40)",constant,500000.0,adam +14.159.798.622.131.300,0.0,0.011599063873291,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 60, 40)",invscaling,500000.0,adam +1.372.009.038.925.170,0.0,0.0096528530120849,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 60, 60)",constant,500000.0,adam +16.703.688.144.683.800,0.0,0.0094199180603027,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 60, 60)",adaptive,500000.0,sgd +14.759.669.303.894.000,0.0,0.0095970630645751,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 60, 80)",invscaling,500000.0,adam +1.501.424.789.428.710,0.0,0.0092658996582031,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 60, 100)",adaptive,500000.0,adam +15.143.191.814.422.600,0.0,0.0105741024017333,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 80, 60)",adaptive,500000.0,adam +15.904.202.461.242.600,0.0,0.0102877616882324,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 80, 80)",constant,500000.0,adam +18.477.777.004.241.900,0.0,0.0094611644744873,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 100, 20)",constant,500000.0,sgd +20.021.297.216.415.400,0.0,0.0069868564605712,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 100, 40)",constant,500000.0,sgd +19.409.527.778.625.400,0.0,0.0094661712646484,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 100, 80)",invscaling,500000.0,adam +2.445.324.683.189.390,0.0,0.0103421211242675,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 100, 80)",adaptive,500000.0,sgd +18.481.831.550.598.100,0.0,0.0101408958435058,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(60, 100, 100)",invscaling,500000.0,adam +11.500.828.981.399.500,0.0,0.0089108943939208,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 20, 20)",constant,500000.0,sgd +14.567.781.209.945.600,0.0,0.0103569030761718,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 20, 60)",constant,500000.0,sgd +14.817.447.900.772.000,0.0,0.0096790790557861,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 20, 60)",adaptive,500000.0,sgd +12.695.658.206.939.600,0.0,0.0090422630310058,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 20, 60)",adaptive,500000.0,adam +16.265.759.468.078.600,0.0,0.0115530490875244,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 20, 100)",invscaling,500000.0,adam +18.010.971.546.173.000,0.0,0.013617992401123,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 40, 40)",invscaling,500000.0,adam +1.518.141.269.683.830,0.0,0.0104618072509765,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 40, 60)",constant,500000.0,adam +14.529.500.007.629.300,0.0,0.0101430416107177,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 40, 80)",constant,500000.0,adam +15.874.319.076.538.000,0.0,0.0127210617065429,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 40, 100)",constant,500000.0,adam +18.447.481.155.395.500,0.0,0.0097467899322509,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 40, 100)",adaptive,500000.0,sgd +16.728.206.157.684.300,0.0,0.0098516941070556,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 60, 40)",constant,500000.0,sgd +1.941.454.005.241.390,0.0,0.0103659629821777,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 60, 80)",adaptive,500000.0,sgd +14.945.208.072.662.300,0.0,0.0096457004547119,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 80, 20)",constant,500000.0,sgd +19.787.376.165.390.000,0.0,0.0091838836669921,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 80, 40)",adaptive,500000.0,sgd +0.7636761665344238,0.0,0.0096290111541748,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 80, 80)",constant,500000.0,lbfgs +20.589.436.054.229.700,0.0,0.01015305519104,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 100, 20)",constant,500000.0,sgd +18.798.611.164.093.000,0.0,0.0098841190338134,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 100, 40)",adaptive,500000.0,adam +17.634.050.846.099.800,0.0,0.0103728771209716,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 100, 60)",adaptive,500000.0,adam +18.249.890.804.290.700,0.0,0.00962495803833,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(80, 100, 100)",adaptive,500000.0,adam +1.332.207.202.911.370,0.0,0.0095067024230957,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 20, 80)",adaptive,500000.0,adam +12.146.339.416.503.900,0.0,0.0092811584472656,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 20, 100)",invscaling,500000.0,adam +15.420.401.096.343.900,0.0,0.0092811584472656,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 20, 100)",adaptive,500000.0,adam +13.520.021.438.598.600,0.0,0.0090229511260986,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 40, 40)",adaptive,500000.0,adam +0.5120582580566406,0.0,0.009185791015625,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 40, 60)",constant,500000.0,lbfgs +14.544.193.744.659.400,0.0,0.0089726448059082,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 40, 60)",adaptive,500000.0,adam +18.411.138.772.964.400,0.0,0.0090160369873046,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 40, 80)",constant,500000.0,sgd +1.713.608.694.076.530,0.0,0.0094239711761474,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 60, 60)",adaptive,500000.0,sgd +13.692.708.015.441.800,0.0,0.0094790458679199,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 60, 80)",constant,500000.0,adam +22.413.018.941.879.200,0.0,0.0099909305572509,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 60, 80)",adaptive,500000.0,sgd +15.791.943.073.272.700,0.0,0.0106470584869384,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 60, 100)",invscaling,500000.0,adam +23.812.859.773.635.800,0.0,0.009829044342041,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 60, 100)",adaptive,500000.0,sgd +12.494.027.614.593.500,0.0,0.0097122192382812,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 80, 20)",constant,500000.0,lbfgs +19.791.325.092.315.600,0.0,0.0099880695343017,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 80, 40)",constant,500000.0,sgd +25.262.294.054.031.300,0.0,0.0099129676818847,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 80, 60)",adaptive,500000.0,sgd +2.296.640.396.118.160,0.0,0.0064077377319335,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 100, 40)",constant,500000.0,sgd +18.819.429.874.420.100,0.0,0.0102448463439941,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 100, 40)",adaptive,500000.0,adam +18.096.168.041.229.200,0.0,0.0099210739135742,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 100, 100)",constant,500000.0,adam +17.740.297.317.504.800,0.0,0.0154881477355957,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7818181818181819,0.7818181818181819,0.0,1967,0.8620689655172413,0.8620689655172413,0.0,1336,1.0,1.0,0.0,1,0.8775510204081634,0.8775510204081634,0.0,1335,MLPClassifier,,,,,,,relu,"(100, 100, 100)",invscaling,500000.0,adam +0.15807008743286133,0.0,0.0086688995361328,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,10,constant,500000.0,lbfgs +0.11759614944458008,0.0,0.0095260143280029,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,35,invscaling,500000.0,lbfgs +0.16231608390808105,0.0,0.008387804031372,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,65,adaptive,500000.0,lbfgs +0.18880414962768555,0.0,0.0077390670776367,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,75,constant,500000.0,lbfgs +0.23211002349853516,0.0,0.0104219913482666,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,75,invscaling,500000.0,lbfgs +0.17567110061645508,0.0,0.008821964263916,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,80,constant,500000.0,lbfgs +0.2188560962677002,0.0,0.0078241825103759,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,80,invscaling,500000.0,lbfgs +0.22971200942993164,0.0,0.0103552341461181,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,80,adaptive,500000.0,lbfgs +0.2550332546234131,0.0,0.0081598758697509,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,95,invscaling,500000.0,lbfgs +0.5654129981994629,0.0,0.0075240135192871,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(15, 15)",constant,500000.0,lbfgs +0.6122579574584961,0.0,0.0088911056518554,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(15, 75)",constant,500000.0,lbfgs +0.42456483840942383,0.0,0.0089538097381591,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(30, 15)",constant,500000.0,lbfgs +0.2512528896331787,0.0,0.0080358982086181,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(30, 15)",invscaling,500000.0,lbfgs +0.8031759262084961,0.0,0.009606122970581,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(30, 90)",invscaling,500000.0,lbfgs +0.870384931564331,0.0,0.0128772258758544,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(45, 75)",constant,500000.0,lbfgs +0.49483609199523926,0.0,0.0160470008850097,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(75, 45)",adaptive,500000.0,lbfgs +0.7629950046539307,0.0,0.0100669860839843,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(90, 30)",constant,500000.0,lbfgs +16.857.380.867.004.300,0.0,0.0111222267150878,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(90, 60)",adaptive,500000.0,lbfgs +12.116.773.128.509.500,0.0,0.0111458301544189,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(90, 75)",constant,500000.0,lbfgs +0.4984910488128662,0.0,0.0086491107940673,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(20, 20, 40)",adaptive,500000.0,lbfgs +0.8214170932769775,0.0,0.0119268894195556,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(20, 40, 60)",constant,500000.0,lbfgs +2.145.132.064.819.330,0.0,0.0086278915405273,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(20, 40, 80)",adaptive,500000.0,lbfgs +13.367.265.224.456.700,0.0,0.0085370540618896,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(20, 60, 40)",invscaling,500000.0,adam +16.676.161.289.215.000,0.0,0.0089681148529052,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(20, 60, 60)",adaptive,500000.0,lbfgs +0.8145601749420166,0.0,0.0084447860717773,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(20, 80, 40)",constant,500000.0,lbfgs +2.421.116.828.918.450,0.0,0.0087218284606933,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(20, 100, 20)",invscaling,500000.0,lbfgs +13.744.401.931.762.600,0.0,0.0093467235565185,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(20, 100, 80)",invscaling,500000.0,lbfgs +10.982.819.080.352.700,0.0,0.0078930854797363,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(40, 20, 40)",constant,500000.0,adam +14.753.520.488.739.000,0.0,0.0083410739898681,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(40, 20, 80)",invscaling,500000.0,lbfgs +3.725.800.037.384.030,0.0,0.008070945739746,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(40, 40, 20)",invscaling,500000.0,lbfgs +0.8274919986724854,0.0,0.0080540180206298,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(40, 60, 20)",adaptive,500000.0,lbfgs +1.481.550.693.511.960,0.0,0.0117361545562744,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(40, 80, 20)",invscaling,500000.0,lbfgs +16.829.743.385.314.900,0.0,0.0091986656188964,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(40, 100, 40)",invscaling,500000.0,lbfgs +12.325.279.712.677.000,0.0,0.0088040828704833,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(60, 20, 20)",invscaling,500000.0,lbfgs +16.338.448.524.475.000,0.0,0.0086138248443603,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(60, 20, 40)",invscaling,500000.0,lbfgs +12.863.898.277.282.700,0.0,0.00809907913208,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(60, 20, 60)",constant,500000.0,lbfgs +11.466.970.443.725.500,0.0,0.0083100795745849,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(60, 20, 80)",constant,500000.0,lbfgs +11.356.220.245.361.300,0.0,0.0108048915863037,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(60, 40, 40)",adaptive,500000.0,lbfgs +1.572.392.225.265.500,0.0,0.0095596313476562,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(60, 80, 20)",adaptive,500000.0,lbfgs +26.215.131.282.806.300,0.0,0.0096070766448974,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(60, 80, 80)",constant,500000.0,lbfgs +11.977.731.943.130.400,0.0,0.0127930641174316,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(60, 100, 20)",adaptive,500000.0,adam +11.552.867.889.404.200,0.0,0.0132100582122802,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(80, 20, 60)",invscaling,500000.0,lbfgs +1.424.652.099.609.370,0.0,0.0086860656738281,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(80, 40, 40)",constant,500000.0,lbfgs +21.505.179.405.212.400,0.0,0.0109062194824218,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(80, 80, 40)",invscaling,500000.0,lbfgs +17.336.478.233.337.400,0.0,0.0102033615112304,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(80, 80, 60)",constant,500000.0,lbfgs +0.8717670440673828,0.0,0.0088729858398437,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(100, 20, 40)",constant,500000.0,lbfgs +5.432.600.975.036.620,0.0,0.0099768638610839,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(100, 80, 60)",invscaling,500000.0,lbfgs +17.694.659.233.093.200,0.0,0.0138881206512451,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,logistic,"(100, 100, 20)",constant,500000.0,lbfgs +35.916.638.374.328.600,0.0,0.0080130100250244,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,15,adaptive,500000.0,adam +32.887.961.864.471.400,0.0,0.0079607963562011,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,20,adaptive,500000.0,adam +3.025.512.933.731.070,0.0,0.0087008476257324,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,25,constant,500000.0,adam +32.622.687.816.619.800,0.0,0.0071001052856445,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,30,constant,500000.0,adam +0.05577898025512695,0.0,0.0076611042022705,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,30,adaptive,500000.0,lbfgs +0.0567622184753418,0.0,0.0087308883666992,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,35,constant,500000.0,lbfgs +0.05916905403137207,0.0,0.0076899528503417,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,45,invscaling,500000.0,lbfgs +39.615.509.510.040.200,0.0,0.0078170299530029,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,45,invscaling,500000.0,adam +0.059710025787353516,0.0,0.007615327835083,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,45,adaptive,500000.0,lbfgs +0.07504081726074219,0.0,0.0078482627868652,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,55,invscaling,500000.0,lbfgs +4.504.373.073.577.880,0.0,0.0082502365112304,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,60,invscaling,500000.0,adam +4.166.089.057.922.360,0.0,0.0082149505615234,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,65,constant,500000.0,adam +0.08034014701843262,0.0,0.0079898834228515,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,70,adaptive,500000.0,lbfgs +0.10108804702758789,0.0,0.009207010269165,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,75,invscaling,500000.0,lbfgs +0.13240408897399902,0.0,0.0085890293121337,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,90,adaptive,500000.0,lbfgs +6.174.350.023.269.650,0.0,0.0078752040863037,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,95,constant,500000.0,adam +6.006.836.414.337.150,0.0,0.0090019702911376,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,100,invscaling,500000.0,adam +0.19460797309875488,0.0,0.0077259540557861,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(15, 75)",invscaling,500000.0,lbfgs +36.366.803.646.087.600,0.0,0.0076606273651123,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(15, 75)",invscaling,500000.0,adam +0.19304704666137695,0.0,0.0079140663146972,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(15, 75)",adaptive,500000.0,lbfgs +0.13800978660583496,0.0,0.0080659389495849,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(15, 90)",constant,500000.0,lbfgs +28.079.497.814.178.400,0.0,0.0077669620513916,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(30, 15)",invscaling,500000.0,adam +28.651.511.669.158.900,0.0,0.007800817489624,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(30, 15)",adaptive,500000.0,adam +0.10210394859313965,0.0,0.0077490806579589,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(30, 30)",constant,500000.0,lbfgs +3.742.621.898.651.120,0.0,0.0082061290740966,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(30, 45)",constant,500000.0,adam +3.367.283.821.105.950,0.0,0.0088071823120117,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(30, 45)",adaptive,500000.0,adam +4.372.967.004.776.000,0.0,0.0079360008239746,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(30, 75)",adaptive,500000.0,adam +0.243804931640625,0.0,0.0108029842376708,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(45, 15)",adaptive,500000.0,lbfgs +3.261.314.868.927.000,0.0,0.0081760883331298,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(45, 30)",invscaling,500000.0,adam +0.17139697074890137,0.0,0.0082349777221679,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(45, 60)",invscaling,500000.0,lbfgs +3.522.603.988.647.460,0.0,0.0095198154449462,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(45, 60)",invscaling,500000.0,adam +2.995.314.359.664.910,0.0,0.0082747936248779,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 15)",constant,500000.0,adam +3.070.786.952.972.410,0.0,0.0086250305175781,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 15)",invscaling,500000.0,adam +3.225.153.923.034.660,0.0,0.0100979804992675,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 30)",constant,500000.0,adam +0.23704004287719727,0.0,0.0085020065307617,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 75)",invscaling,500000.0,lbfgs +0.2612180709838867,0.0,0.0087130069732666,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 75)",adaptive,500000.0,lbfgs +3.520.040.988.922.110,0.0,0.0087971687316894,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(75, 30)",constant,500000.0,adam +34.538.140.296.936.000,0.0,0.0099849700927734,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(75, 45)",constant,500000.0,adam +36.857.337.951.660.100,0.0,0.0091099739074707,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(75, 45)",invscaling,500000.0,adam +0.2327737808227539,0.0,0.0088329315185546,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(75, 60)",adaptive,500000.0,lbfgs +4.284.265.995.025.630,0.0,0.0094339847564697,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(75, 60)",adaptive,500000.0,adam +0.26783299446105957,0.0,0.0089719295501708,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(75, 75)",invscaling,500000.0,lbfgs +4.304.075.002.670.280,0.0,0.0099689960479736,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(75, 75)",adaptive,500000.0,adam +0.37292003631591797,0.0,0.0101838111877441,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(75, 90)",constant,500000.0,lbfgs +4.678.525.924.682.610,0.0,0.0089311599731445,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(75, 90)",adaptive,500000.0,adam +3.926.516.056.060.790,0.0,0.0079548358917236,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(90, 90)",adaptive,500000.0,adam +25.092.432.498.931.800,0.0,0.0087690353393554,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 20, 20)",invscaling,500000.0,adam +0.1388700008392334,0.0,0.0082828998565673,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 20, 40)",constant,500000.0,lbfgs +31.281.509.399.414.000,0.0,0.0083370208740234,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 20, 40)",invscaling,500000.0,adam +0.2519209384918213,0.0,0.007828950881958,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 20, 60)",adaptive,500000.0,lbfgs +2.416.248.083.114.620,0.0,0.0100111961364746,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 20, 80)",invscaling,500000.0,adam +0.18192696571350098,0.0,0.0079951286315917,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 40, 40)",invscaling,500000.0,lbfgs +0.2601480484008789,0.0,0.0081369876861572,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 40, 60)",invscaling,500000.0,lbfgs +28.952.949.047.088.600,0.0,0.0089170932769775,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 40, 60)",adaptive,500000.0,adam +2.963.705.062.866.210,0.0,0.0098030567169189,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 60, 20)",invscaling,500000.0,adam +0.23954486846923828,0.0,0.0085060596466064,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 60, 20)",adaptive,500000.0,lbfgs +36.518.659.591.674.800,0.0,0.0084953308105468,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 60, 40)",constant,500000.0,adam +3.223.552.942.276.000,0.0,0.0093970298767089,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 60, 40)",adaptive,500000.0,adam +0.43616795539855957,0.0,0.0088880062103271,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 60, 100)",invscaling,500000.0,lbfgs +4.293.542.861.938.470,0.0,0.0089170932769775,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 80, 20)",constant,500000.0,adam +32.473.089.694.976.800,0.0,0.0096452236175537,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 80, 20)",adaptive,500000.0,adam +320.188.307.762.146,0.0,0.0078909397125244,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 80, 40)",constant,500000.0,adam +38.205.912.113.189.600,0.0,0.0094976425170898,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 80, 40)",adaptive,500000.0,adam +0.32153797149658203,0.0,0.0120019912719726,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 80, 60)",constant,500000.0,lbfgs +0.45760369300842285,0.0,0.0144178867340087,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 80, 80)",invscaling,500000.0,lbfgs +3.486.467.123.031.610,0.0,0.0093429088592529,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 80, 100)",adaptive,500000.0,adam +39.997.241.497.039.700,0.0,0.0092658996582031,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 100, 20)",invscaling,500000.0,adam +0.5166971683502197,0.0,0.0103721618652343,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 100, 60)",invscaling,500000.0,lbfgs +0.8438308238983154,0.0,0.0100159645080566,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(20, 100, 100)",invscaling,500000.0,lbfgs +0.20830202102661133,0.0,0.0097532272338867,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 20, 20)",constant,500000.0,lbfgs +0.24167704582214355,0.0,0.0081720352172851,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 20, 40)",invscaling,500000.0,lbfgs +0.23812413215637207,0.0,0.0081789493560791,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 20, 60)",constant,500000.0,lbfgs +0.22298479080200195,0.0,0.0082643032073974,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 20, 80)",invscaling,500000.0,lbfgs +3.515.122.890.472.410,0.0,0.0082828998565673,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 20, 100)",adaptive,500000.0,adam +23.045.380.115.509.000,0.0,0.0116529464721679,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 40, 20)",adaptive,500000.0,adam +0.20442533493041992,0.0,0.0086307525634765,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 40, 40)",constant,500000.0,lbfgs +0.3186519145965576,0.0,0.0085079669952392,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 40, 80)",invscaling,500000.0,lbfgs +33.051.650.524.139.400,0.0,0.0096766948699951,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 40, 80)",invscaling,500000.0,adam +31.972.951.889.038.000,0.0,0.00868821144104,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 40, 80)",adaptive,500000.0,adam +33.380.560.874.938.900,0.0,0.0092477798461914,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 40, 100)",invscaling,500000.0,adam +0.4810311794281006,0.0,0.0105619430541992,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 40, 100)",adaptive,500000.0,lbfgs +0.21984601020812988,0.0,0.0086770057678222,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 60, 20)",adaptive,500000.0,lbfgs +0.28975796699523926,0.0,0.0090150833129882,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 60, 40)",invscaling,500000.0,lbfgs +0.25313401222229004,0.0,0.0086948871612548,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 60, 40)",adaptive,500000.0,lbfgs +4.426.592.826.843.260,0.0,0.0096921920776367,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 80, 80)",invscaling,500000.0,adam +0.5285229682922363,0.0,0.0150070190429687,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 100, 20)",constant,500000.0,lbfgs +3.674.149.990.081.780,0.0,0.0085878372192382,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 100, 20)",constant,500000.0,adam +32.810.189.723.968.500,0.0,0.009598970413208,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 100, 20)",invscaling,500000.0,adam +0.4702427387237549,0.0,0.0098590850830078,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(40, 100, 60)",adaptive,500000.0,lbfgs +25.996.909.141.540.500,0.0,0.0095257759094238,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 20, 20)",constant,500000.0,adam +27.884.528.636.932.300,0.0,0.0124921798706054,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 20, 40)",adaptive,500000.0,adam +0.43485188484191895,0.0,0.0128211975097656,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 20, 100)",invscaling,500000.0,lbfgs +0.3112492561340332,0.0,0.0142838954925537,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 40, 40)",adaptive,500000.0,lbfgs +37.875.659.465.789.700,0.0,0.0132679939270019,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 40, 60)",constant,500000.0,adam +3.930.389.881.134.030,0.0,0.013315200805664,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 40, 60)",adaptive,500000.0,adam +0.4058980941772461,0.0,0.0127148628234863,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 40, 80)",adaptive,500000.0,lbfgs +0.46915102005004883,0.0,0.012347936630249,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 60, 20)",adaptive,500000.0,lbfgs +5.143.236.875.534.050,0.0,0.0126583576202392,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 60, 80)",adaptive,500000.0,adam +5.105.120.897.293.090,0.0,0.0155372619628906,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 60, 100)",constant,500000.0,adam +5.039.172.887.802.120,0.0,0.0092620849609375,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 80, 20)",constant,500000.0,adam +0.6028380393981934,0.0,0.0171179771423339,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 80, 20)",invscaling,500000.0,lbfgs +482.113.790.512.085,0.0,0.0082440376281738,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 80, 20)",invscaling,500000.0,adam +4.292.891.979.217.520,0.0,0.0085198879241943,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 80, 40)",constant,500000.0,adam +0.5190021991729736,0.0,0.0128707885742187,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 80, 40)",adaptive,500000.0,lbfgs +0.594994068145752,0.0,0.0090477466583251,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 80, 80)",invscaling,500000.0,lbfgs +41.119.091.510.772.700,0.0,0.0096666812896728,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 80, 100)",invscaling,500000.0,adam +4.080.679.178.237.910,0.0,0.0139427185058593,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 80, 100)",adaptive,500000.0,adam +0.5930020809173584,0.0,0.0097730159759521,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 100, 20)",adaptive,500000.0,lbfgs +42.018.959.522.247.300,0.0,0.010038137435913,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 100, 40)",constant,500000.0,adam +0.5364542007446289,0.0,0.0096368789672851,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 100, 40)",invscaling,500000.0,lbfgs +3.639.742.851.257.320,0.0,0.0096173286437988,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 100, 40)",invscaling,500000.0,adam +0.5496158599853516,0.0,0.0097410678863525,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 100, 40)",adaptive,500000.0,lbfgs +4.466.577.768.325.800,0.0,0.011174201965332,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(60, 100, 80)",invscaling,500000.0,adam +0.37029480934143066,0.0,0.0093350410461425,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 20, 20)",invscaling,500000.0,lbfgs +2.659.712.076.187.130,0.0,0.0089898109436035,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 20, 40)",invscaling,500000.0,adam +2.974.735.736.846.920,0.0,0.0105020999908447,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 20, 100)",adaptive,500000.0,adam +0.336946964263916,0.0,0.0089170932769775,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 40, 20)",adaptive,500000.0,lbfgs +0.41517210006713867,0.0,0.0130882263183593,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 40, 60)",adaptive,500000.0,lbfgs +0.4561178684234619,0.0,0.0092182159423828,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 40, 100)",constant,500000.0,lbfgs +0.4685788154602051,0.0,0.0115718841552734,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 40, 100)",invscaling,500000.0,lbfgs +3.315.086.841.583.250,0.0,0.0091509819030761,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 40, 100)",invscaling,500000.0,adam +0.45052409172058105,0.0,0.0094308853149414,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 40, 100)",adaptive,500000.0,lbfgs +0.412261962890625,0.0,0.0095319747924804,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 60, 40)",constant,500000.0,lbfgs +0.3972959518432617,0.0,0.0105810165405273,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 60, 40)",invscaling,500000.0,lbfgs +0.5980300903320312,0.0,0.0092859268188476,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 80, 20)",invscaling,500000.0,lbfgs +0.825676679611206,0.0,0.009761095046997,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 80, 20)",adaptive,500000.0,lbfgs +35.866.081.714.630.100,0.0,0.0095260143280029,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 80, 40)",invscaling,500000.0,adam +39.235.551.357.269.200,0.0,0.0104236602783203,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 100, 20)",adaptive,500000.0,adam +408.753.514.289.856,0.0,0.0099730491638183,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 100, 40)",constant,500000.0,adam +0.5740158557891846,0.0,0.0103130340576171,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 100, 40)",adaptive,500000.0,lbfgs +38.733.341.693.878.100,0.0,0.014564037322998,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 100, 40)",adaptive,500000.0,adam +418.352.484.703.064,0.0,0.0123040676116943,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 100, 60)",invscaling,500000.0,adam +0.7877848148345947,0.0,0.0101191997528076,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 100, 80)",adaptive,500000.0,lbfgs +49.366.209.506.988.500,0.0,0.0115401744842529,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 100, 100)",constant,500000.0,adam +5.376.224.040.985.100,0.0,0.0098888874053955,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(80, 100, 100)",invscaling,500000.0,adam +28.391.077.518.463.100,0.0,0.0089673995971679,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 20, 20)",constant,500000.0,adam +2.486.971.855.163.570,0.0,0.009861946105957,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 20, 20)",invscaling,500000.0,adam +25.567.216.873.168.900,0.0,0.0099372863769531,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 20, 60)",constant,500000.0,adam +0.32201600074768066,0.0,0.0091710090637207,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 20, 80)",constant,500000.0,lbfgs +26.737.589.836.120.600,0.0,0.0091872215270996,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 20, 100)",invscaling,500000.0,adam +0.41317296028137207,0.0,0.0098109245300292,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 20, 100)",adaptive,500000.0,lbfgs +3.599.135.160.446.160,0.0,0.0098888874053955,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 40, 60)",constant,500000.0,adam +0.48100805282592773,0.0,0.0095129013061523,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 60, 20)",invscaling,500000.0,lbfgs +32.795.908.451.080.300,0.0,0.0092489719390869,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 60, 60)",constant,500000.0,adam +3.908.371.925.354.000,0.0,0.0121338367462158,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 60, 100)",adaptive,500000.0,adam +3.498.884.916.305.540,0.0,0.0099482536315917,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 80, 20)",constant,500000.0,adam +4.038.959.980.010.980,0.0,0.0106890201568603,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 80, 20)",invscaling,500000.0,adam +0.6707091331481934,0.0,0.0098049640655517,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 80, 80)",constant,500000.0,lbfgs +0.8244102001190186,0.0,0.0100879669189453,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 80, 100)",adaptive,500000.0,lbfgs +4.594.383.716.583.250,0.0,0.0103421211242675,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 100, 20)",constant,500000.0,adam +0.989570140838623,0.0,0.0106849670410156,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 100, 100)",constant,500000.0,lbfgs +0.9803948402404785,0.0,0.0101971626281738,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,tanh,"(100, 100, 100)",adaptive,500000.0,lbfgs +0.10701799392700195,0.0,0.0076370239257812,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,20,invscaling,500000.0,lbfgs +31.126.887.798.309.300,0.0,0.0074663162231445,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,40,invscaling,500000.0,adam +0.08824801445007324,0.0,0.0074162483215332,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,50,constant,500000.0,lbfgs +0.10712504386901855,0.0,0.0094759464263916,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,70,adaptive,500000.0,lbfgs +0.13266873359680176,0.0,0.009361982345581,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,80,constant,500000.0,lbfgs +30.579.798.221.588.100,0.0,0.0081169605255126,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,85,constant,500000.0,adam +29.354.867.935.180.600,0.0,0.0072782039642333,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,100,constant,500000.0,adam +0.16957378387451172,0.0,0.0082721710205078,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(15, 30)",constant,500000.0,lbfgs +23.060.097.694.396.900,0.0,0.0076069831848144,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(15, 45)",invscaling,500000.0,adam +25.342.042.446.136.400,0.0,0.007840871810913,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(15, 60)",constant,500000.0,adam +0.22431397438049316,0.0,0.008713960647583,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(15, 60)",invscaling,500000.0,lbfgs +2.267.531.633.377.070,0.0,0.0080301761627197,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(30, 15)",constant,500000.0,adam +21.856.110.095.977.700,0.0,0.0078029632568359,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(30, 30)",constant,500000.0,adam +0.16089081764221191,0.0,0.0083382129669189,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(30, 45)",invscaling,500000.0,lbfgs +0.2242128849029541,0.0,0.0079760551452636,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(30, 90)",invscaling,500000.0,lbfgs +0.19327282905578613,0.0,0.0079941749572753,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(45, 30)",constant,500000.0,lbfgs +18.349.659.442.901.600,0.0,0.0080678462982177,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(45, 30)",constant,500000.0,adam +18.998.360.633.850.000,0.0,0.0079131126403808,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(45, 30)",adaptive,500000.0,adam +20.453.128.814.697.200,0.0,0.0083131790161132,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(45, 45)",invscaling,500000.0,adam +182.692.289.352.417,0.0,0.0081081390380859,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(45, 60)",constant,500000.0,adam +2.006.880.044.937.130,0.0,0.0083351135253906,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(45, 60)",adaptive,500000.0,adam +23.294.031.620.025.600,0.0,0.0090160369873046,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(45, 75)",invscaling,500000.0,adam +21.751.952.171.325.600,0.0,0.0079739093780517,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 15)",constant,500000.0,adam +0.18859219551086426,0.0,0.0089337825775146,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 15)",invscaling,500000.0,lbfgs +0.21473383903503418,0.0,0.0081291198730468,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 30)",invscaling,500000.0,lbfgs +2.114.711.046.218.870,0.0,0.0082459449768066,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 30)",invscaling,500000.0,adam +0.2002091407775879,0.0,0.0079150199890136,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 45)",constant,500000.0,lbfgs +0.26321983337402344,0.0,0.0118169784545898,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 75)",invscaling,500000.0,lbfgs +0.33946895599365234,0.0,0.0097808837890625,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 90)",invscaling,500000.0,lbfgs +22.703.847.885.131.800,0.0,0.0083279609680175,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 90)",adaptive,500000.0,adam +2.190.950.870.513.910,0.0,0.0083661079406738,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(75, 15)",constant,500000.0,adam +1.915.221.929.550.170,0.0,0.0089931488037109,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(75, 45)",constant,500000.0,adam +0.31948113441467285,0.0,0.0088808536529541,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(75, 60)",adaptive,500000.0,lbfgs +21.901.309.490.203.800,0.0,0.0108089447021484,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(75, 75)",adaptive,500000.0,adam +0.5111260414123535,0.0,0.0094940662384033,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(75, 90)",constant,500000.0,lbfgs +0.27849531173706055,0.0,0.0140259265899658,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(90, 30)",constant,500000.0,lbfgs +0.282742977142334,0.0,0.0095958709716796,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(90, 30)",adaptive,500000.0,lbfgs +22.037.408.351.898.100,0.0,0.008713960647583,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(90, 30)",adaptive,500000.0,adam +2.170.121.908.187.860,0.0,0.0087251663208007,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(90, 45)",constant,500000.0,adam +26.530.916.690.826.400,0.0,0.0101790428161621,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(90, 75)",constant,500000.0,adam +0.45304393768310547,0.0,0.0092020034790039,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(90, 90)",invscaling,500000.0,lbfgs +17.177.338.600.158.600,0.0,0.0079879760742187,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 20, 40)",constant,500000.0,adam +0.26355695724487305,0.0,0.0078358650207519,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 20, 60)",constant,500000.0,lbfgs +12.634.440.183.639.500,0.0,0.0111267566680908,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 20, 80)",adaptive,500000.0,sgd +155.893.874.168.396,0.0,0.0117712020874023,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 40, 60)",invscaling,500000.0,adam +0.3017997741699219,0.0,0.0096549987792968,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 60, 20)",constant,500000.0,lbfgs +19.466.898.441.314.600,0.0,0.0111100673675537,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 60, 20)",invscaling,500000.0,adam +0.3230283260345459,0.0,0.008427619934082,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 60, 20)",adaptive,500000.0,lbfgs +0.4695718288421631,0.0,0.0092871189117431,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 60, 80)",adaptive,500000.0,lbfgs +19.218.850.135.803.200,0.0,0.0096938610076904,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 60, 80)",adaptive,500000.0,sgd +20.062.379.837.036.100,0.0,0.0087380409240722,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 60, 100)",invscaling,500000.0,adam +16.562.912.464.141.800,0.0,0.0096907615661621,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 80, 20)",invscaling,500000.0,adam +0.46941494941711426,0.0,0.0088670253753662,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 80, 60)",constant,500000.0,lbfgs +19.070.689.678.192.100,0.0,0.014362096786499,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 80, 100)",constant,500000.0,adam +20.444.889.068.603.500,0.0,0.0087981224060058,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 100, 20)",invscaling,500000.0,adam +0.3324730396270752,0.0,0.0101878643035888,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 100, 20)",adaptive,500000.0,lbfgs +0.4985661506652832,0.0,0.0091469287872314,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(20, 100, 40)",invscaling,500000.0,lbfgs +15.519.731.044.769.200,0.0,0.0088229179382324,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 20, 20)",constant,500000.0,adam +0.2396259307861328,0.0,0.0085413455963134,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 20, 40)",constant,500000.0,lbfgs +0.21863579750061035,0.0,0.0084249973297119,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 20, 40)",adaptive,500000.0,lbfgs +12.353.021.144.866.900,0.0,0.0084149837493896,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 20, 60)",constant,500000.0,sgd +0.2705378532409668,0.0,0.0088162422180175,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 20, 60)",adaptive,500000.0,lbfgs +0.23381996154785156,0.0,0.0087459087371826,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 40, 20)",invscaling,500000.0,lbfgs +0.3271498680114746,0.0,0.0084431171417236,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 40, 20)",adaptive,500000.0,lbfgs +12.877.941.131.591.700,0.0,0.0086491107940673,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 40, 60)",invscaling,500000.0,adam +0.3322131633758545,0.0,0.008516788482666,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 40, 80)",invscaling,500000.0,lbfgs +13.951.900.005.340.500,0.0,0.0124309062957763,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 40, 80)",adaptive,500000.0,sgd +0.35993480682373047,0.0,0.0085880756378173,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 40, 100)",constant,500000.0,lbfgs +0.3695402145385742,0.0,0.010354995727539,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 40, 100)",adaptive,500000.0,lbfgs +14.816.300.868.988.000,0.0,0.0116961002349853,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 40, 100)",adaptive,500000.0,adam +18.069.980.144.500.700,0.0,0.0087559223175048,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 60, 20)",constant,500000.0,adam +14.645.193.099.975.500,0.0,0.0088927745819091,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 60, 20)",adaptive,500000.0,sgd +16.451.106.071.472.100,0.0,0.0109550952911376,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 60, 60)",constant,500000.0,sgd +0.4665348529815674,0.0,0.0090970993041992,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 60, 80)",adaptive,500000.0,lbfgs +0.6587271690368652,0.0,0.0087878704071044,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 60, 100)",constant,500000.0,lbfgs +0.5236332416534424,0.0,0.0097217559814453,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 80, 40)",invscaling,500000.0,lbfgs +180.613.112.449.646,0.0,0.0095589160919189,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 80, 60)",invscaling,500000.0,adam +0.506803035736084,0.0,0.0098278522491455,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 80, 80)",constant,500000.0,lbfgs +19.498.169.422.149.600,0.0,0.0099999904632568,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 80, 80)",invscaling,500000.0,adam +0.5898981094360352,0.0,0.0091609954833984,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 80, 80)",adaptive,500000.0,lbfgs +0.5950672626495361,0.0,0.0093507766723632,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 80, 100)",invscaling,500000.0,lbfgs +0.7127890586853027,0.0,0.0117518901824951,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 80, 100)",adaptive,500000.0,lbfgs +0.6546392440795898,0.0,0.0092139244079589,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 100, 40)",invscaling,500000.0,lbfgs +0.5331220626831055,0.0,0.00962495803833,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 100, 40)",adaptive,500000.0,lbfgs +0.7987504005432129,0.0,0.0116589069366455,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 100, 60)",adaptive,500000.0,lbfgs +19.375.219.345.092.700,0.0,0.00850510597229,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 100, 60)",adaptive,500000.0,adam +0.7389461994171143,0.0,0.0096776485443115,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(40, 100, 80)",constant,500000.0,lbfgs +1.725.203.037.261.960,0.0,0.009984016418457,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 20, 20)",adaptive,500000.0,adam +1.734.827.995.300.290,0.0,0.0102200508117675,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 20, 60)",adaptive,500000.0,adam +0.7129991054534912,0.0,0.0089578628540039,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 20, 80)",invscaling,500000.0,lbfgs +14.568.538.665.771.400,0.0,0.0110390186309814,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 40, 40)",constant,500000.0,adam +0.40798211097717285,0.0,0.0102839469909667,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 40, 40)",invscaling,500000.0,lbfgs +0.26911163330078125,0.0,0.0088012218475341,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 40, 40)",adaptive,500000.0,lbfgs +0.32624101638793945,0.0,0.0097279548645019,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 40, 60)",constant,500000.0,lbfgs +14.346.749.782.562.200,0.0,0.0097510814666748,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 40, 60)",invscaling,500000.0,adam +1.656.249.189.376.830,0.0,0.0093870162963867,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 40, 80)",adaptive,500000.0,sgd +19.327.807.188.034.000,0.0,0.009577989578247,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 40, 100)",constant,500000.0,sgd +15.253.219.604.492.100,0.0,0.009092092514038,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 40, 100)",constant,500000.0,adam +15.484.059.810.638.400,0.0,0.009814977645874,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 60, 20)",constant,500000.0,sgd +0.7219967842102051,0.0,0.0095360279083251,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 60, 20)",adaptive,500000.0,lbfgs +0.42818522453308105,0.0,0.0094377994537353,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 60, 40)",constant,500000.0,lbfgs +0.5678431987762451,0.0,0.00990891456604,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 60, 100)",constant,500000.0,lbfgs +0.5420258045196533,0.0,0.0092051029205322,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 60, 100)",invscaling,500000.0,lbfgs +0.37119197845458984,0.0,0.0093109607696533,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 80, 20)",constant,500000.0,lbfgs +15.628.080.368.041.900,0.0,0.0102021694183349,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 80, 40)",constant,500000.0,adam +0.5030059814453125,0.0,0.0091457366943359,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 80, 40)",invscaling,500000.0,lbfgs +0.5325009822845459,0.0,0.0090701580047607,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 80, 40)",adaptive,500000.0,lbfgs +17.089.378.833.770.700,0.0,0.0114350318908691,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 80, 40)",adaptive,500000.0,adam +0.470919132232666,0.0,0.0090179443359375,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 80, 60)",constant,500000.0,lbfgs +0.5468461513519287,0.0,0.0093400478363037,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 80, 80)",constant,500000.0,lbfgs +0.6561579704284668,0.0,0.0095531940460205,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 80, 100)",constant,500000.0,lbfgs +0.6762239933013916,0.0,0.0097620487213134,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 80, 100)",invscaling,500000.0,lbfgs +0.6833903789520264,0.0,0.0096046924591064,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 80, 100)",adaptive,500000.0,lbfgs +0.5243740081787109,0.0,0.0094478130340576,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 100, 20)",adaptive,500000.0,lbfgs +16.954.219.341.278.000,0.0,0.0091571807861328,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 100, 40)",constant,500000.0,adam +15.509.240.627.288.800,0.0,0.00980806350708,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 100, 40)",invscaling,500000.0,adam +2.241.476.082.801.810,0.0,0.0090091228485107,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 100, 40)",adaptive,500000.0,sgd +0.9440498352050781,0.0,0.0095407962799072,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 100, 80)",invscaling,500000.0,lbfgs +16.435.658.931.732.100,0.0,0.0097262859344482,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 100, 80)",adaptive,500000.0,adam +0.7973809242248535,0.0,0.0099551677703857,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(60, 100, 100)",invscaling,500000.0,lbfgs +0.46313023567199707,0.0,0.009207010269165,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 20, 20)",adaptive,500000.0,lbfgs +0.33190298080444336,0.0,0.0091710090637207,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 20, 40)",constant,500000.0,lbfgs +13.588.809.967.041.000,0.0,0.0093970298767089,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 20, 40)",constant,500000.0,adam +0.3303840160369873,0.0,0.0089111328125,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 20, 80)",invscaling,500000.0,lbfgs +0.397536039352417,0.0,0.01145601272583,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 20, 100)",constant,500000.0,lbfgs +0.44116687774658203,0.0,0.0091269016265869,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 40, 80)",constant,500000.0,lbfgs +0.38239169120788574,0.0,0.0094211101531982,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 60, 20)",constant,500000.0,lbfgs +0.4847700595855713,0.0,0.0099189281463623,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 60, 20)",invscaling,500000.0,lbfgs +14.906.258.583.068.800,0.0,0.0105400085449218,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 60, 20)",invscaling,500000.0,adam +0.47728586196899414,0.0,0.0104830265045166,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 60, 40)",invscaling,500000.0,lbfgs +0.4264979362487793,0.0,0.009592056274414,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 60, 40)",adaptive,500000.0,lbfgs +0.5866281986236572,0.0,0.0092830657958984,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 60, 80)",constant,500000.0,lbfgs +13.220.171.928.405.700,0.0,0.0098407268524169,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 60, 80)",constant,500000.0,adam +17.472.801.208.496.000,0.0,0.0093927383422851,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 60, 80)",invscaling,500000.0,adam +18.308.579.921.722.400,0.0,0.0094869136810302,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 80, 100)",constant,500000.0,adam +0.6820340156555176,0.0,0.0101139545440673,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 100, 20)",constant,500000.0,lbfgs +0.6508409976959229,0.0,0.0098509788513183,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 100, 40)",constant,500000.0,lbfgs +0.7816181182861328,0.0,0.0095229148864746,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 100, 80)",adaptive,500000.0,lbfgs +19.324.588.775.634.700,0.0,0.0100960731506347,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 100, 100)",invscaling,500000.0,adam +0.8096561431884766,0.0,0.0102338790893554,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(80, 100, 100)",adaptive,500000.0,lbfgs +15.690.789.222.717.200,0.0,0.0092968940734863,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 20, 20)",invscaling,500000.0,adam +0.31675171852111816,0.0,0.0094671249389648,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 20, 40)",invscaling,500000.0,lbfgs +0.44013404846191406,0.0,0.0096309185028076,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 20, 80)",adaptive,500000.0,lbfgs +14.222.191.095.352.100,0.0,0.0090727806091308,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 40, 20)",constant,500000.0,sgd +0.4003448486328125,0.0,0.0093059539794921,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 40, 20)",invscaling,500000.0,lbfgs +1.558.398.962.020.870,0.0,0.0115358829498291,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 40, 20)",invscaling,500000.0,adam +0.39661717414855957,0.0,0.0091650485992431,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 40, 40)",constant,500000.0,lbfgs +1.521.927.809.715.270,0.0,0.0123169422149658,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 40, 40)",constant,500000.0,sgd +13.217.241.764.068.600,0.0,0.0093169212341308,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 40, 40)",invscaling,500000.0,adam +12.550.311.088.562.000,0.0,0.0094180107116699,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 40, 80)",constant,500000.0,adam +0.5870070457458496,0.0,0.0092909336090087,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 40, 100)",adaptive,500000.0,lbfgs +18.474.185.943.603.500,0.0,0.0132300853729248,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 40, 100)",adaptive,500000.0,sgd +0.41191983222961426,0.0,0.0091598033905029,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 60, 20)",invscaling,500000.0,lbfgs +15.865.771.770.477.200,0.0,0.0095219612121582,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 60, 20)",adaptive,500000.0,adam +0.77988600730896,0.0,0.0097467899322509,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 80, 40)",constant,500000.0,lbfgs +16.099.200.248.718.200,0.0,0.0142269134521484,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 80, 60)",adaptive,500000.0,adam +0.8673388957977295,0.0,0.0097169876098632,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 80, 100)",constant,500000.0,lbfgs +26.264.276.027.679.400,0.0,0.0102889537811279,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 80, 100)",constant,500000.0,sgd +0.7658717632293701,0.0,0.0105142593383789,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 100, 20)",constant,500000.0,lbfgs +0.8918859958648682,0.0,0.0098061561584472,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 100, 40)",constant,500000.0,lbfgs +0.8570220470428467,0.0,0.0099339485168457,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 100, 60)",constant,500000.0,lbfgs +10.834.178.924.560.500,0.0,0.010498046875,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7924528301886793,0.7924528301886793,0.0,1488,0.8620689655172413,0.8620689655172413,0.0,1336,0.9767441860465116,0.9767441860465116,0.0,1284,0.875,0.875,0.0,1537,MLPClassifier,,,,,,,relu,"(100, 100, 100)",constant,500000.0,lbfgs +0.24046802520751953,0.0,0.0163218975067138,0.0,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'log2'}",0.803921568627451,0.803921568627451,0.0,7,0.8620689655172413,0.8620689655172413,0.0,7,0.9534883720930232,0.9534883720930232,0.0,4,0.8723404255319148,0.8723404255319148,0.0,7,RandomForestClassifier,,,gini,,balanced_subsample,log2,,,,, +0.22947192192077637,0.0,0.0138571262359619,0.0,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'log2'}",0.803921568627451,0.803921568627451,0.0,7,0.8620689655172413,0.8620689655172413,0.0,7,0.9534883720930232,0.9534883720930232,0.0,4,0.8723404255319148,0.8723404255319148,0.0,7,RandomForestClassifier,,,entropy,,balanced_subsample,log2,,,,, +0.126816987991333,0.0,0.0076479911804199,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,45,invscaling,500000.0,lbfgs +0.9703288078308105,0.0,0.0107800960540771,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(90, 60)",invscaling,500000.0,lbfgs +17.281.479.835.510.200,0.0,0.0106170177459716,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(90, 90)",constant,500000.0,lbfgs +21.319.868.564.605.700,0.0,0.0096921920776367,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(20, 100, 80)",adaptive,500000.0,lbfgs +0.9117040634155273,0.0,0.0082888603210449,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(40, 40, 40)",adaptive,500000.0,lbfgs +14.696.710.109.710.600,0.0,0.0089118480682373,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(40, 40, 100)",constant,500000.0,lbfgs +10.602.338.075.637.800,0.0,0.0089528560638427,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(40, 60, 20)",adaptive,500000.0,adam +18.043.458.461.761.400,0.0,0.0098681449890136,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(40, 100, 60)",invscaling,500000.0,lbfgs +0.7927300930023193,0.0,0.0087177753448486,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(60, 20, 100)",invscaling,500000.0,lbfgs +15.621.380.805.969.200,0.0,0.0085530281066894,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(60, 20, 100)",adaptive,500000.0,lbfgs +15.999.088.287.353.500,0.0,0.0093350410461425,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(60, 60, 100)",constant,500000.0,lbfgs +10.329.153.537.750.200,0.0,0.0091898441314697,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(80, 20, 20)",constant,500000.0,lbfgs +16.382.551.193.237.300,0.0,0.0085487365722656,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(80, 20, 40)",adaptive,500000.0,lbfgs +1.480.374.813.079.830,0.0,0.0103061199188232,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(80, 20, 80)",invscaling,500000.0,lbfgs +1.780.184.507.369.990,0.0,0.0096738338470458,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(80, 40, 20)",constant,500000.0,adam +24.304.370.880.126.900,0.0,0.008631944656372,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(100, 20, 20)",constant,500000.0,lbfgs +20.260.369.777.679.400,0.0,0.009300947189331,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(100, 40, 100)",invscaling,500000.0,lbfgs +12.249.667.644.500.700,0.0,0.0128619670867919,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(100, 60, 20)",adaptive,500000.0,lbfgs +6.055.168.628.692.620,0.0,0.0114171504974365,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,logistic,"(100, 80, 100)",invscaling,500000.0,lbfgs +0.4027283191680908,0.0,0.010854959487915,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,5,adaptive,500000.0,lbfgs +0.08737587928771973,0.0,0.0096800327301025,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,15,adaptive,500000.0,lbfgs +0.04514598846435547,0.0,0.0073089599609375,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,25,invscaling,500000.0,lbfgs +0.08721709251403809,0.0,0.0078721046447753,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,55,adaptive,500000.0,lbfgs +0.13541579246520996,0.0,0.008458137512207,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(60, 30)",invscaling,500000.0,lbfgs +0.15642380714416504,0.0,0.0134141445159912,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(20, 20, 20)",constant,500000.0,lbfgs +0.18912100791931152,0.0,0.0127832889556884,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(20, 20, 20)",invscaling,500000.0,lbfgs +0.3180232048034668,0.0,0.0092778205871582,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(20, 60, 80)",adaptive,500000.0,lbfgs +0.18339180946350098,0.0,0.008970022201538,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(40, 20, 20)",invscaling,500000.0,lbfgs +23.256.027.698.516.800,0.0,0.0081682205200195,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(40, 20, 20)",invscaling,500000.0,adam +0.3585660457611084,0.0,0.0090749263763427,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(40, 60, 60)",invscaling,500000.0,lbfgs +0.3693540096282959,0.0,0.0095419883728027,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(40, 80, 60)",constant,500000.0,lbfgs +0.6087329387664795,0.0,0.0093507766723632,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(40, 80, 100)",constant,500000.0,lbfgs +0.2968149185180664,0.0,0.0086050033569335,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(60, 20, 40)",constant,500000.0,lbfgs +0.3047001361846924,0.0,0.0094950199127197,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(60, 20, 60)",adaptive,500000.0,lbfgs +0.34043288230895996,0.0,0.0124058723449707,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(60, 40, 60)",invscaling,500000.0,lbfgs +0.6992969512939453,0.0,0.0149860382080078,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(60, 60, 100)",adaptive,500000.0,lbfgs +0.8435328006744385,0.0,0.0091419219970703,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(60, 80, 100)",invscaling,500000.0,lbfgs +0.29153013229370117,0.0,0.0087850093841552,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(80, 20, 80)",invscaling,500000.0,lbfgs +0.34786415100097656,0.0,0.0093820095062255,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(80, 40, 20)",invscaling,500000.0,lbfgs +0.41225290298461914,0.0,0.0126490592956542,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(80, 40, 60)",invscaling,500000.0,lbfgs +0.8741986751556396,0.0,0.013334035873413,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(100, 40, 100)",adaptive,500000.0,lbfgs +0.6696171760559082,0.0,0.0130658149719238,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(100, 60, 20)",constant,500000.0,lbfgs +0.6820549964904785,0.0,0.0096089839935302,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,tanh,"(100, 100, 40)",constant,500000.0,lbfgs +0.3168628215789795,0.0,0.0079538822174072,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,10,constant,500000.0,lbfgs +0.11397886276245117,0.0,0.0073988437652587,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,15,invscaling,500000.0,lbfgs +0.11230278015136719,0.0,0.0072529315948486,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,45,adaptive,500000.0,lbfgs +0.11328577995300293,0.0,0.0073752403259277,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,50,adaptive,500000.0,lbfgs +0.12279605865478516,0.0,0.0097270011901855,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,75,invscaling,500000.0,lbfgs +0.1335129737854004,0.0,0.0100531578063964,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,75,adaptive,500000.0,lbfgs +0.10833501815795898,0.0,0.0075807571411132,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,85,constant,500000.0,lbfgs +0.16095638275146484,0.0,0.0079958438873291,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,100,invscaling,500000.0,lbfgs +0.152238130569458,0.0,0.0094947814941406,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,100,adaptive,500000.0,lbfgs +0.2110309600830078,0.0,0.008254051208496,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(30, 75)",adaptive,500000.0,lbfgs +0.16327500343322754,0.0,0.0078809261322021,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(45, 30)",invscaling,500000.0,lbfgs +0.23570799827575684,0.0,0.0083479881286621,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(45, 90)",constant,500000.0,lbfgs +0.26763319969177246,0.0,0.0116481781005859,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(75, 45)",constant,500000.0,lbfgs +0.44374704360961914,0.0,0.0101337432861328,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(90, 75)",constant,500000.0,lbfgs +0.5588669776916504,0.0,0.0095908641815185,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(90, 90)",adaptive,500000.0,lbfgs +0.24028420448303223,0.0,0.0078327655792236,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(20, 40, 20)",adaptive,500000.0,lbfgs +0.31200289726257324,0.0,0.0087113380432128,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(20, 80, 20)",adaptive,500000.0,lbfgs +0.422076940536499,0.0,0.0097858905792236,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(20, 100, 20)",constant,500000.0,lbfgs +0.2658259868621826,0.0,0.008430004119873,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(40, 40, 40)",invscaling,500000.0,lbfgs +12.900.450.229.644.700,0.0,0.0083792209625244,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(40, 40, 60)",adaptive,500000.0,adam +0.322620153427124,0.0,0.0095067024230957,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(40, 60, 60)",constant,500000.0,lbfgs +0.39482998847961426,0.0,0.0087640285491943,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(40, 80, 20)",invscaling,500000.0,lbfgs +0.5507760047912598,0.0,0.0090339183807373,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(40, 80, 80)",invscaling,500000.0,lbfgs +0.8090808391571045,0.0,0.0084061622619628,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(40, 100, 60)",constant,500000.0,lbfgs +20.453.989.505.767.800,0.0,0.0093219280242919,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(40, 100, 80)",invscaling,500000.0,adam +0.806847095489502,0.0,0.0105650424957275,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(40, 100, 100)",invscaling,500000.0,lbfgs +0.3033320903778076,0.0,0.0136218070983886,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(60, 20, 40)",constant,500000.0,lbfgs +0.3851809501647949,0.0,0.009645938873291,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(60, 40, 60)",invscaling,500000.0,lbfgs +0.36003589630126953,0.0,0.0098400115966796,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(60, 40, 80)",invscaling,500000.0,lbfgs +0.48945188522338867,0.0,0.0093579292297363,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(60, 40, 100)",constant,500000.0,lbfgs +0.5609831809997559,0.0,0.0093109607696533,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(60, 40, 100)",adaptive,500000.0,lbfgs +0.6624419689178467,0.0,0.0093681812286376,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(60, 80, 40)",constant,500000.0,lbfgs +0.6119241714477539,0.0,0.0099127292633056,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(60, 100, 100)",adaptive,500000.0,lbfgs +0.34459686279296875,0.0,0.0094921588897705,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(80, 20, 40)",invscaling,500000.0,lbfgs +12.010.860.443.115.200,0.0,0.0091350078582763,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(80, 20, 80)",invscaling,500000.0,adam +0.7210299968719482,0.0,0.0095078945159912,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(80, 60, 100)",invscaling,500000.0,lbfgs +0.583076000213623,0.0,0.0091948509216308,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(80, 80, 20)",constant,500000.0,lbfgs +0.546917200088501,0.0,0.0073418617248535,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(80, 80, 40)",constant,500000.0,lbfgs +0.4203369617462158,0.0,0.009570837020874,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(100, 20, 60)",constant,500000.0,lbfgs +0.33513379096984863,0.0,0.0095691680908203,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(100, 20, 80)",constant,500000.0,lbfgs +16.035.020.351.409.900,0.0,0.0096540451049804,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(100, 100, 20)",invscaling,500000.0,adam +0.9729540348052979,0.0,0.0099978446960449,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.803921568627451,0.803921568627451,0.0,1093,0.8620689655172413,0.8620689655172413,0.0,1336,0.9534883720930232,0.9534883720930232,0.0,2739,0.8723404255319148,0.8723404255319148,0.0,1899,MLPClassifier,,,,,,,relu,"(100, 100, 40)",adaptive,500000.0,lbfgs +11.122.870.445.251.400,0.0,0.0092828273773193,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8163265306122449,0.8163265306122449,0.0,540,0.8620689655172413,0.8620689655172413,0.0,1336,0.9302325581395348,0.9302325581395348,0.0,3215,0.8695652173913043,0.8695652173913043,0.0,1984,MLPClassifier,,,,,,,logistic,"(15, 75)",adaptive,500000.0,lbfgs +0.5609650611877441,0.0,0.0089499950408935,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8163265306122449,0.8163265306122449,0.0,540,0.8620689655172413,0.8620689655172413,0.0,1336,0.9302325581395348,0.9302325581395348,0.0,3215,0.8695652173913043,0.8695652173913043,0.0,1984,MLPClassifier,,,,,,,logistic,"(75, 30)",invscaling,500000.0,lbfgs +19.864.280.223.846.400,0.0,0.0100231170654296,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8163265306122449,0.8163265306122449,0.0,540,0.8620689655172413,0.8620689655172413,0.0,1336,0.9302325581395348,0.9302325581395348,0.0,3215,0.8695652173913043,0.8695652173913043,0.0,1984,MLPClassifier,,,,,,,logistic,"(20, 80, 60)",invscaling,500000.0,lbfgs +30.494.039.058.685.300,0.0,0.0114061832427978,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8163265306122449,0.8163265306122449,0.0,540,0.8620689655172413,0.8620689655172413,0.0,1336,0.9302325581395348,0.9302325581395348,0.0,3215,0.8695652173913043,0.8695652173913043,0.0,1984,MLPClassifier,,,,,,,logistic,"(100, 20, 80)",adaptive,500000.0,lbfgs +14.534.778.594.970.700,0.0,0.0091900825500488,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8163265306122449,0.8163265306122449,0.0,540,0.8620689655172413,0.8620689655172413,0.0,1336,0.9302325581395348,0.9302325581395348,0.0,3215,0.8695652173913043,0.8695652173913043,0.0,1984,MLPClassifier,,,,,,,logistic,"(100, 20, 100)",constant,500000.0,lbfgs +20.550.169.944.763.100,0.0,0.0113611221313476,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8163265306122449,0.8163265306122449,0.0,540,0.8620689655172413,0.8620689655172413,0.0,1336,0.9302325581395348,0.9302325581395348,0.0,3215,0.8695652173913043,0.8695652173913043,0.0,1984,MLPClassifier,,,,,,,logistic,"(100, 80, 20)",constant,500000.0,lbfgs +0.441831111907959,0.0,0.0098829269409179,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8163265306122449,0.8163265306122449,0.0,540,0.8620689655172413,0.8620689655172413,0.0,1336,0.9302325581395348,0.9302325581395348,0.0,3215,0.8695652173913043,0.8695652173913043,0.0,1984,MLPClassifier,,,,,,,tanh,"(20, 100, 40)",invscaling,500000.0,lbfgs +0.5773589611053467,0.0,0.0075020790100097,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8163265306122449,0.8163265306122449,0.0,540,0.8620689655172413,0.8620689655172413,0.0,1336,0.9302325581395348,0.9302325581395348,0.0,3215,0.8695652173913043,0.8695652173913043,0.0,1984,MLPClassifier,,,,,,,relu,5,adaptive,500000.0,lbfgs +0.4307551383972168,0.0,0.011085033416748,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8163265306122449,0.8163265306122449,0.0,540,0.8620689655172413,0.8620689655172413,0.0,1336,0.9302325581395348,0.9302325581395348,0.0,3215,0.8695652173913043,0.8695652173913043,0.0,1984,MLPClassifier,,,,,,,relu,"(20, 40, 80)",adaptive,500000.0,lbfgs +0.0794980525970459,0.0,0.0073010921478271,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,logistic,20,adaptive,500000.0,lbfgs +0.4777700901031494,0.0,0.0091090202331542,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,logistic,"(45, 75)",adaptive,500000.0,lbfgs +10.012.540.817.260.700,0.0,0.0089828968048095,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,logistic,"(20, 60, 60)",invscaling,500000.0,lbfgs +20.857.207.775.115.900,0.0,0.0089771747589111,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,logistic,"(20, 100, 100)",constant,500000.0,lbfgs +18.617.000.579.833.900,0.0,0.0088558197021484,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,logistic,"(40, 20, 40)",adaptive,500000.0,lbfgs +0.47405004501342773,0.0,0.0091948509216308,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,logistic,"(40, 40, 40)",invscaling,500000.0,lbfgs +4.345.188.856.124.870,0.0,0.0087041854858398,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,logistic,"(40, 60, 60)",invscaling,500000.0,lbfgs +2.393.418.312.072.750,0.0,0.0087256431579589,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,logistic,"(40, 80, 60)",invscaling,500000.0,lbfgs +16.158.447.265.625,0.0,0.00968599319458,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,logistic,"(80, 60, 60)",adaptive,500000.0,lbfgs +12.569.961.547.851.500,0.0,0.0092277526855468,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,logistic,"(100, 60, 20)",invscaling,500000.0,lbfgs +3.310.415.744.781.490,0.0,0.0099072456359863,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,logistic,"(100, 100, 80)",invscaling,500000.0,lbfgs +0.053614139556884766,0.0,0.0074000358581542,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,tanh,40,invscaling,500000.0,lbfgs +5.215.651.035.308.830,0.0,0.0077669620513916,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,tanh,"(15, 90)",invscaling,500000.0,adam +0.18590593338012695,0.0,0.0080220699310302,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,tanh,"(30, 60)",adaptive,500000.0,lbfgs +222.444.224.357.605,0.0,0.00791597366333,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,tanh,"(20, 20, 20)",constant,500000.0,adam +0.17095017433166504,0.0,0.0076727867126464,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,tanh,"(20, 40, 20)",invscaling,500000.0,lbfgs +407.795.524.597.168,0.0,0.0083110332489013,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,tanh,"(20, 40, 80)",adaptive,500000.0,adam +4.041.300.058.364.860,0.0,0.0088639259338378,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,tanh,"(20, 60, 60)",constant,500000.0,adam +0.42508387565612793,0.0,0.0090579986572265,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,tanh,"(20, 100, 40)",constant,500000.0,lbfgs +6.194.411.039.352.410,0.0,0.0085833072662353,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,tanh,"(20, 100, 100)",constant,500000.0,adam +0.36864209175109863,0.0,0.0091710090637207,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,tanh,"(100, 40, 20)",constant,500000.0,lbfgs +0.6703281402587891,0.0,0.023108959197998,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,tanh,"(100, 40, 100)",invscaling,500000.0,lbfgs +2.828.406.810.760.490,0.0,0.0153660774230957,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,30,constant,500000.0,adam +32.833.290.100.097.600,0.0,0.0072720050811767,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,30,adaptive,500000.0,adam +0.16973209381103516,0.0,0.0075018405914306,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,40,invscaling,500000.0,lbfgs +2.953.436.851.501.460,0.0,0.0074901580810546,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,45,invscaling,500000.0,adam +3.151.534.080.505.370,0.0,0.0075938701629638,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,50,invscaling,500000.0,adam +32.946.431.636.810.300,0.0,0.00819993019104,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,70,adaptive,500000.0,adam +288.913.893.699.646,0.0,0.007843017578125,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,95,adaptive,500000.0,adam +20.955.519.676.208.400,0.0,0.0077178478240966,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(15, 30)",adaptive,500000.0,adam +0.2859981060028076,0.0,0.0071289539337158,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(15, 60)",adaptive,500000.0,lbfgs +24.284.110.069.274.900,0.0,0.0079028606414794,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(15, 75)",constant,500000.0,adam +0.18853282928466797,0.0,0.0076973438262939,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(45, 45)",constant,500000.0,lbfgs +2.105.966.091.156.000,0.0,0.008707046508789,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(75, 60)",constant,500000.0,adam +0.330214262008667,0.0,0.0095067024230957,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(90, 15)",constant,500000.0,lbfgs +1.809.865.951.538.080,0.0,0.0094950199127197,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(20, 20, 20)",constant,500000.0,adam +0.3137228488922119,0.0,0.0079612731933593,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(20, 20, 60)",invscaling,500000.0,lbfgs +18.788.630.962.371.800,0.0,0.0078959465026855,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(20, 20, 100)",invscaling,500000.0,adam +17.721.879.482.269.200,0.0,0.0083303451538085,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(20, 40, 20)",invscaling,500000.0,adam +19.576.210.975.646.900,0.0,0.0086369514465332,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(20, 40, 100)",adaptive,500000.0,adam +2.098.976.993.560.790,0.0,0.0093162059783935,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(20, 60, 100)",adaptive,500000.0,sgd +17.019.989.490.509.000,0.0,0.0088870525360107,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(20, 80, 60)",adaptive,500000.0,adam +1.988.092.303.276.060,0.0,0.0087099075317382,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(20, 100, 60)",constant,500000.0,sgd +1.980.121.684.074.400,0.0,0.0088260173797607,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(20, 100, 60)",adaptive,500000.0,sgd +0.18903279304504395,0.0,0.0091338157653808,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(40, 20, 20)",constant,500000.0,lbfgs +0.23839592933654785,0.0,0.0086410045623779,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(40, 20, 60)",invscaling,500000.0,lbfgs +14.387.111.902.236.900,0.0,0.0085399150848388,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(40, 20, 100)",adaptive,500000.0,sgd +12.549.584.150.314.300,0.0,0.0084869861602783,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(40, 40, 20)",adaptive,500000.0,sgd +12.218.377.828.598.000,0.0,0.0092520713806152,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(40, 40, 40)",constant,500000.0,sgd +0.34639883041381836,0.0,0.0088069438934326,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(40, 60, 20)",invscaling,500000.0,lbfgs +14.840.684.175.491.300,0.0,0.0121049880981445,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(40, 60, 40)",constant,500000.0,sgd +1.488.358.974.456.780,0.0,0.0089991092681884,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(40, 60, 60)",constant,500000.0,adam +1.594.973.087.310.790,0.0,0.0099489688873291,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(40, 60, 80)",constant,500000.0,adam +18.460.728.883.743.200,0.0,0.0106141567230224,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(40, 80, 40)",adaptive,500000.0,sgd +27.269.451.141.357.400,0.0,0.0094749927520751,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(40, 80, 80)",adaptive,500000.0,sgd +17.273.919.582.366.900,0.0,0.0142369270324707,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(40, 80, 100)",constant,500000.0,adam +20.090.203.285.217.200,0.0,0.0088927745819091,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(40, 100, 20)",adaptive,500000.0,sgd +14.104.043.960.571.200,0.0,0.0095179080963134,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(60, 20, 20)",constant,500000.0,sgd +1.630.159.854.888.910,0.0,0.00887131690979,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(60, 20, 80)",invscaling,500000.0,adam +14.885.048.866.271.900,0.0,0.0165789127349853,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(60, 20, 100)",adaptive,500000.0,adam +15.004.401.922.225.900,0.0,0.0089221000671386,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(60, 40, 60)",adaptive,500000.0,sgd +200.967.698.097.229,0.0,0.0094730854034423,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(60, 40, 100)",adaptive,500000.0,sgd +19.321.218.013.763.400,0.0,0.0098559856414794,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(60, 80, 60)",adaptive,500000.0,sgd +2.143.858.003.616.330,0.0,0.0064420700073242,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(60, 80, 80)",constant,500000.0,sgd +1.717.421.054.840.080,0.0,0.0091748237609863,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(60, 80, 80)",invscaling,500000.0,adam +1.907.916.808.128.350,0.0,0.0096681118011474,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(60, 100, 20)",adaptive,500000.0,sgd +21.185.287.952.423.000,0.0,0.0103051662445068,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(60, 100, 60)",constant,500000.0,sgd +22.416.398.525.238.000,0.0,0.0093822479248046,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(60, 100, 80)",constant,500000.0,adam +0.23679709434509277,0.0,0.0092909336090087,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(80, 20, 20)",invscaling,500000.0,lbfgs +1.179.660.177.230.830,0.0,0.009268045425415,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(80, 20, 40)",constant,500000.0,sgd +14.737.462.997.436.500,0.0,0.01033616065979,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(80, 20, 100)",constant,500000.0,sgd +0.6940329074859619,0.0,0.0098328590393066,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(80, 40, 20)",constant,500000.0,lbfgs +0.6105401515960693,0.0,0.0095400810241699,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(80, 60, 60)",adaptive,500000.0,lbfgs +21.985.082.149.505.600,0.0,0.0092260837554931,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(80, 60, 100)",constant,500000.0,sgd +2.357.787.275.314.330,0.0,0.0097458362579345,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(80, 60, 100)",adaptive,500000.0,sgd +16.767.488.956.451.400,0.0,0.0102620124816894,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(80, 80, 20)",adaptive,500000.0,sgd +20.416.111.707.687.300,0.0,0.0099689960479736,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(80, 100, 40)",adaptive,500000.0,sgd +24.046.383.142.471.300,0.0,0.0095510482788085,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(80, 100, 60)",adaptive,500000.0,sgd +24.904.253.005.981.400,0.0,0.009779930114746,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(80, 100, 100)",constant,500000.0,sgd +13.544.084.072.113.000,0.0,0.0094399452209472,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(100, 20, 80)",adaptive,500000.0,sgd +1.580.312.705.039.970,0.0,0.0092608928680419,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(100, 20, 100)",adaptive,500000.0,sgd +175.331.609.249.115,0.0,0.0112209320068359,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(100, 40, 100)",constant,500000.0,sgd +15.217.280.387.878.400,0.0,0.0091938972473144,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(100, 40, 100)",constant,500000.0,adam +17.520.262.956.619.200,0.0,0.0096521377563476,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(100, 60, 40)",adaptive,500000.0,sgd +17.931.398.153.305.000,0.0,0.0096242427825927,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(100, 60, 60)",constant,500000.0,sgd +19.324.383.974.075.300,0.0,0.0138120651245117,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(100, 80, 20)",adaptive,500000.0,sgd +21.132.401.943.206.700,0.0,0.0099260807037353,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(100, 80, 80)",constant,500000.0,sgd +2.127.822.971.343.990,0.0,0.0064711570739746,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(100, 100, 20)",adaptive,500000.0,sgd +14.769.221.067.428.500,0.0,0.0034120082855224,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7678571428571429,0.7678571428571429,0.0,2545,0.8505747126436781,0.8505747126436781,0.0,1993,1.0,1.0,0.0,1,0.8686868686868687,0.8686868686868687,0.0,1993,MLPClassifier,,,,,,,relu,"(100, 100, 100)",constant,500000.0,sgd +0.1635589599609375,0.0,0.0078170299530029,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,15,constant,500000.0,lbfgs +0.10294389724731445,0.0,0.0075430870056152,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,30,invscaling,500000.0,lbfgs +0.12390685081481934,0.0,0.0073320865631103,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,35,constant,500000.0,lbfgs +0.13145112991333008,0.0,0.0074448585510253,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,45,adaptive,500000.0,lbfgs +0.14710307121276855,0.0,0.0079679489135742,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,50,invscaling,500000.0,lbfgs +0.18094086647033691,0.0,0.0080559253692626,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,65,constant,500000.0,lbfgs +0.24232983589172363,0.0,0.0091588497161865,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,90,invscaling,500000.0,lbfgs +0.2197420597076416,0.0,0.0090188980102539,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,95,constant,500000.0,lbfgs +0.7175288200378418,0.0,0.0140259265899658,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(15, 45)",constant,500000.0,lbfgs +0.41490817070007324,0.0,0.0082349777221679,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(15, 90)",invscaling,500000.0,lbfgs +0.41839003562927246,0.0,0.0081269741058349,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(30, 60)",invscaling,500000.0,lbfgs +0.6417117118835449,0.0,0.0081312656402587,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(45, 45)",adaptive,500000.0,lbfgs +0.569037675857544,0.0,0.0084373950958251,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(45, 90)",adaptive,500000.0,lbfgs +0.6846389770507812,0.0,0.0091550350189208,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(60, 60)",constant,500000.0,lbfgs +0.46334218978881836,0.0,0.0120630264282226,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(60, 60)",invscaling,500000.0,lbfgs +0.671353816986084,0.0,0.0093028545379638,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(75, 60)",constant,500000.0,lbfgs +0.8173718452453613,0.0,0.009596824645996,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(75, 75)",adaptive,500000.0,lbfgs +0.7546930313110352,0.0,0.0105628967285156,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(90, 30)",adaptive,500000.0,lbfgs +0.8159518241882324,0.0,0.0097148418426513,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(90, 90)",adaptive,500000.0,lbfgs +16.333.730.220.794.600,0.0,0.0088810920715332,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(20, 40, 60)",invscaling,500000.0,lbfgs +5.212.722.063.064.570,0.0,0.0089118480682373,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(20, 60, 20)",constant,500000.0,lbfgs +22.522.690.296.173.000,0.0,0.0094258785247802,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(20, 60, 60)",constant,500000.0,lbfgs +2.330.482.006.072.990,0.0,0.0090179443359375,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(20, 80, 80)",invscaling,500000.0,lbfgs +2.047.185.182.571.410,0.0,0.0090429782867431,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(20, 80, 100)",invscaling,500000.0,lbfgs +15.699.419.975.280.700,0.0,0.0092599391937255,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(20, 100, 20)",adaptive,500000.0,lbfgs +0.8609728813171387,0.0,0.0101311206817626,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(40, 20, 20)",invscaling,500000.0,lbfgs +11.092.431.545.257.500,0.0,0.0135040283203125,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(40, 20, 40)",constant,500000.0,lbfgs +0.9124879837036133,0.0,0.0091981887817382,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(40, 20, 60)",adaptive,500000.0,lbfgs +0.8623132705688477,0.0,0.0170550346374511,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(40, 40, 20)",constant,500000.0,lbfgs +0.8259398937225342,0.0,0.0080320835113525,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(40, 40, 60)",invscaling,500000.0,lbfgs +0.9085438251495361,0.0,0.0129940509796142,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(40, 60, 40)",adaptive,500000.0,lbfgs +17.798.430.919.647.200,0.0,0.0089509487152099,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(40, 60, 100)",invscaling,500000.0,lbfgs +10.296.218.395.233.100,0.0,0.0096640586853027,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(40, 80, 40)",constant,500000.0,lbfgs +16.112.871.170.043.900,0.0,0.0101287364959716,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(40, 100, 80)",adaptive,500000.0,lbfgs +17.066.881.656.646.700,0.0,0.0086350440979003,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(60, 40, 100)",constant,500000.0,lbfgs +13.001.039.028.167.700,0.0,0.0099189281463623,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(60, 60, 60)",constant,500000.0,lbfgs +12.139.179.706.573.400,0.0,0.0090150833129882,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(60, 60, 60)",adaptive,500000.0,lbfgs +24.383.480.548.858.600,0.0,0.0091059207916259,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(60, 80, 20)",invscaling,500000.0,lbfgs +2.768.665.075.302.120,0.0,0.0102500915527343,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(60, 80, 40)",invscaling,500000.0,lbfgs +27.216.482.162.475.500,0.0,0.0097846984863281,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(60, 80, 80)",adaptive,500000.0,lbfgs +3.109.663.963.317.870,0.0,0.0095298290252685,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(60, 80, 100)",invscaling,500000.0,lbfgs +21.933.000.087.738.000,0.0,0.0092520713806152,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(60, 100, 20)",invscaling,500000.0,lbfgs +2.293.833.017.349.240,0.0,0.0097520351409912,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(60, 100, 60)",adaptive,500000.0,lbfgs +1.721.256.971.359.250,0.0,0.0087590217590332,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(80, 40, 60)",constant,500000.0,lbfgs +18.803.799.152.374.200,0.0,0.009253978729248,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(80, 40, 80)",adaptive,500000.0,lbfgs +3.353.685.140.609.740,0.0,0.0092730522155761,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(80, 40, 100)",constant,500000.0,lbfgs +12.721.798.419.952.300,0.0,0.0087480545043945,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(80, 60, 20)",adaptive,500000.0,lbfgs +3.714.711.904.525.750,0.0,0.0163142681121826,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(80, 80, 100)",adaptive,500000.0,lbfgs +31.827.688.217.163.000,0.0,0.0094711780548095,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(80, 100, 80)",constant,500000.0,lbfgs +4.050.010.681.152.340,0.0,0.0092160701751708,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(80, 100, 100)",constant,500000.0,lbfgs +20.126.640.796.661.300,0.0,0.0125818252563476,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(100, 60, 60)",constant,500000.0,lbfgs +195.831.298.828.125,0.0,0.00974702835083,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(100, 60, 60)",invscaling,500000.0,lbfgs +6.749.891.042.709.350,0.0,0.0102558135986328,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,logistic,"(100, 80, 60)",adaptive,500000.0,lbfgs +32.395.639.419.555.600,0.0,0.0071229934692382,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,10,adaptive,500000.0,adam +32.960.503.101.348.800,0.0,0.0073029994964599,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,15,constant,500000.0,adam +3.080.993.890.762.320,0.0,0.0072741508483886,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,20,constant,500000.0,adam +34.287.497.997.283.900,0.0,0.0073041915893554,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,30,adaptive,500000.0,adam +30.568.597.316.741.900,0.0,0.0096640586853027,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,35,constant,500000.0,adam +33.100.521.564.483.600,0.0,0.0074529647827148,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,40,constant,500000.0,adam +0.05240917205810547,0.0,0.007361888885498,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,40,adaptive,500000.0,lbfgs +34.187.581.539.154.000,0.0,0.0112919807434082,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,40,adaptive,500000.0,adam +36.234.049.797.058.100,0.0,0.0077030658721923,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,50,constant,500000.0,adam +428.242.826.461.792,0.0,0.0092127323150634,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,55,constant,500000.0,adam +3.711.134.910.583.490,0.0,0.0077910423278808,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,55,adaptive,500000.0,adam +0.09691095352172852,0.0,0.0079929828643798,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,80,invscaling,500000.0,lbfgs +4.539.554.834.365.840,0.0,0.00822114944458,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,80,adaptive,500000.0,adam +4.694.403.171.539.300,0.0,0.0085890293121337,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,85,constant,500000.0,adam +0.1104590892791748,0.0,0.0080528259277343,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,85,invscaling,500000.0,lbfgs +4.457.110.166.549.680,0.0,0.0085077285766601,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,85,invscaling,500000.0,adam +5.523.406.028.747.550,0.0,0.0143842697143554,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,85,adaptive,500000.0,adam +5.485.336.065.292.350,0.0,0.0083470344543457,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,95,adaptive,500000.0,adam +38.205.323.219.299.300,0.0,0.0079107284545898,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(15, 30)",invscaling,500000.0,adam +4.067.896.127.700.800,0.0,0.0093588829040527,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(15, 60)",constant,500000.0,adam +3.920.596.122.741.690,0.0,0.007667064666748,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(15, 75)",constant,500000.0,adam +0.1763913631439209,0.0,0.0077729225158691,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(15, 90)",invscaling,500000.0,lbfgs +35.090.830.326.080.300,0.0,0.0082559585571289,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(30, 30)",adaptive,500000.0,adam +0.1495351791381836,0.0,0.0078687667846679,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(30, 60)",constant,500000.0,lbfgs +3.527.202.844.619.750,0.0,0.0118982791900634,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(30, 60)",invscaling,500000.0,adam +42.262.022.495.269.700,0.0,0.0143518447875976,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(30, 75)",constant,500000.0,adam +32.306.559.085.845.900,0.0,0.0085980892181396,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(45, 30)",adaptive,500000.0,adam +0.22474026679992676,0.0,0.0090720653533935,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(45, 75)",adaptive,500000.0,lbfgs +33.143.951.892.852.700,0.0,0.0087418556213378,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(60, 30)",adaptive,500000.0,adam +0.1483447551727295,0.0,0.0084102153778076,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(60, 45)",constant,500000.0,lbfgs +0.29749298095703125,0.0,0.0090751647949218,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(60, 90)",adaptive,500000.0,lbfgs +38.900.227.546.691.800,0.0,0.0122210979461669,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(90, 15)",invscaling,500000.0,adam +3.593.297.004.699.700,0.0,0.009296178817749,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(90, 30)",adaptive,500000.0,adam +0.2812471389770508,0.0,0.0093870162963867,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(90, 60)",adaptive,500000.0,lbfgs +0.17101788520812988,0.0,0.0079450607299804,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 20, 40)",adaptive,500000.0,lbfgs +22.690.372.467.041.000,0.0,0.0078327655792236,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 20, 40)",adaptive,500000.0,adam +0.17112398147583008,0.0,0.007836103439331,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 20, 60)",invscaling,500000.0,lbfgs +0.19496703147888184,0.0,0.0079438686370849,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 20, 80)",adaptive,500000.0,lbfgs +0.1716301441192627,0.0,0.008044958114624,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 40, 20)",constant,500000.0,lbfgs +3.482.943.058.013.910,0.0,0.007840871810913,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 40, 40)",adaptive,500000.0,adam +0.31594395637512207,0.0,0.0086889266967773,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 40, 80)",invscaling,500000.0,lbfgs +0.32594990730285645,0.0,0.0095610618591308,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 40, 80)",adaptive,500000.0,lbfgs +37.927.658.557.891.800,0.0,0.00978684425354,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 40, 100)",invscaling,500000.0,adam +0.24007892608642578,0.0,0.0096480846405029,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 60, 20)",constant,500000.0,lbfgs +0.37790799140930176,0.0,0.0081117153167724,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 60, 40)",invscaling,500000.0,lbfgs +0.34407591819763184,0.0,0.0090150833129882,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 80, 20)",invscaling,500000.0,lbfgs +0.3641090393066406,0.0,0.0086441040039062,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 80, 40)",invscaling,500000.0,lbfgs +4.500.955.104.827.880,0.0,0.0093979835510253,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 80, 40)",invscaling,500000.0,adam +0.49321436882019043,0.0,0.0086448192596435,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 100, 40)",adaptive,500000.0,lbfgs +42.050.089.836.120.600,0.0,0.0143430233001708,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 100, 40)",adaptive,500000.0,adam +0.550645112991333,0.0,0.009415864944458,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(20, 100, 80)",adaptive,500000.0,lbfgs +2.279.705.047.607.420,0.0,0.0086300373077392,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 20, 20)",adaptive,500000.0,adam +0.15880703926086426,0.0,0.0084161758422851,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 20, 40)",constant,500000.0,lbfgs +0.21816182136535645,0.0,0.0082459449768066,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 20, 40)",adaptive,500000.0,lbfgs +2.656.083.345.413.200,0.0,0.0117819309234619,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 20, 60)",adaptive,500000.0,adam +30.334.150.791.168.200,0.0,0.0082149505615234,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 20, 100)",invscaling,500000.0,adam +0.35591697692871094,0.0,0.0116300582885742,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 40, 80)",adaptive,500000.0,lbfgs +31.906.509.399.414.000,0.0,0.008970022201538,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 60, 20)",adaptive,500000.0,adam +0.3799459934234619,0.0,0.0117878913879394,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 60, 60)",adaptive,500000.0,lbfgs +32.951.319.217.681.800,0.0,0.0092930793762207,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 60, 60)",adaptive,500000.0,adam +0.42427492141723633,0.0,0.0093128681182861,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 60, 80)",invscaling,500000.0,lbfgs +32.639.899.253.845.200,0.0,0.0090060234069824,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 60, 80)",adaptive,500000.0,adam +0.48178601264953613,0.0,0.0087299346923828,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 80, 80)",constant,500000.0,lbfgs +0.5392780303955078,0.0,0.0093891620635986,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 80, 80)",adaptive,500000.0,lbfgs +5.455.193.042.755.120,0.0,0.0116879940032958,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 80, 100)",constant,500000.0,adam +3.926.527.976.989.740,0.0,0.0095460414886474,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 100, 20)",adaptive,500000.0,adam +0.41454100608825684,0.0,0.0092182159423828,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 100, 40)",constant,500000.0,lbfgs +40.109.570.026.397.700,0.0,0.0100300312042236,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 100, 40)",invscaling,500000.0,adam +0.609299898147583,0.0,0.0097708702087402,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 100, 80)",invscaling,500000.0,lbfgs +5.281.315.088.272.090,0.0,0.0092229843139648,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(40, 100, 100)",constant,500000.0,adam +43.694.353.103.637.600,0.0,0.0125808715820312,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(60, 40, 80)",invscaling,500000.0,adam +46.641.809.940.338.100,0.0,0.015902042388916,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(60, 60, 40)",adaptive,500000.0,adam +0.5906410217285156,0.0,0.0183539390563964,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(60, 60, 80)",adaptive,500000.0,lbfgs +0.4770972728729248,0.0,0.0128867626190185,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(60, 80, 40)",invscaling,500000.0,lbfgs +20.716.381.072.998.000,0.0,0.0123162269592285,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(80, 20, 20)",invscaling,500000.0,adam +0.2618391513824463,0.0,0.0088398456573486,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(80, 20, 40)",constant,500000.0,lbfgs +2.515.866.994.857.780,0.0,0.0089778900146484,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(80, 20, 40)",adaptive,500000.0,adam +3.001.800.060.272.210,0.0,0.0089671611785888,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(80, 20, 80)",adaptive,500000.0,adam +29.384.288.787.841.700,0.0,0.0089328289031982,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(80, 20, 100)",constant,500000.0,adam +28.411.667.346.954.300,0.0,0.0080220699310302,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(80, 20, 100)",invscaling,500000.0,adam +0.35649895668029785,0.0,0.009537935256958,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(80, 20, 100)",adaptive,500000.0,lbfgs +31.079.978.942.871.000,0.0,0.008970022201538,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(80, 40, 60)",invscaling,500000.0,adam +34.942.028.522.491.400,0.0,0.0088603496551513,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(80, 60, 20)",constant,500000.0,adam +0.36336183547973633,0.0,0.0094871520996093,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(80, 60, 40)",adaptive,500000.0,lbfgs +0.5616297721862793,0.0,0.0099210739135742,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(80, 60, 100)",invscaling,500000.0,lbfgs +35.741.682.052.612.300,0.0,0.0099029541015625,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(80, 100, 20)",invscaling,500000.0,adam +0.5675048828125,0.0,0.0098190307617187,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(80, 100, 40)",constant,500000.0,lbfgs +0.6043829917907715,0.0,0.0104708671569824,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(80, 100, 60)",adaptive,500000.0,lbfgs +0.9214959144592285,0.0,0.0104250907897949,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(80, 100, 100)",constant,500000.0,lbfgs +0.3619229793548584,0.0,0.0104129314422607,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(100, 20, 60)",constant,500000.0,lbfgs +25.582.709.312.438.900,0.0,0.0094172954559326,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(100, 20, 80)",adaptive,500000.0,adam +0.6723320484161377,0.0,0.0094621181488037,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(100, 20, 100)",constant,500000.0,lbfgs +0.4042999744415283,0.0,0.0098171234130859,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(100, 60, 20)",adaptive,500000.0,lbfgs +31.630.160.808.563.200,0.0,0.011549949645996,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(100, 60, 60)",adaptive,500000.0,adam +0.626535177230835,0.0,0.0103249549865722,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(100, 80, 20)",constant,500000.0,lbfgs +0.8078429698944092,0.0,0.0097353458404541,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(100, 80, 20)",adaptive,500000.0,lbfgs +0.533308744430542,0.0,0.0097582340240478,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(100, 80, 40)",constant,500000.0,lbfgs +0.8031399250030518,0.0,0.0101771354675292,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,tanh,"(100, 100, 60)",constant,500000.0,lbfgs +30.337.369.441.986.000,0.0,0.0072479248046875,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,20,constant,500000.0,adam +2.872.032.880.783.080,0.0,0.0071732997894287,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,40,constant,500000.0,adam +0.10918879508972168,0.0,0.0092740058898925,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,40,adaptive,500000.0,lbfgs +0.10705900192260742,0.0,0.0140349864959716,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,45,constant,500000.0,lbfgs +2.942.092.180.252.070,0.0,0.0084939002990722,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,45,constant,500000.0,adam +3.010.903.835.296.630,0.0,0.0076830387115478,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,45,adaptive,500000.0,adam +30.115.039.348.602.200,0.0,0.008509874343872,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,50,adaptive,500000.0,adam +2.808.372.974.395.750,0.0,0.0075960159301757,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,55,invscaling,500000.0,adam +0.09851884841918945,0.0,0.0072860717773437,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,55,adaptive,500000.0,lbfgs +3.090.080.976.486.200,0.0,0.0077040195465087,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,55,adaptive,500000.0,adam +0.09907317161560059,0.0,0.0072808265686035,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,60,invscaling,500000.0,lbfgs +32.388.811.111.450.100,0.0,0.0122559070587158,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,60,invscaling,500000.0,adam +30.686.299.800.872.800,0.0,0.0087099075317382,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,65,constant,500000.0,adam +0.16080522537231445,0.0,0.0077996253967285,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,65,invscaling,500000.0,lbfgs +29.226.698.875.427.200,0.0,0.0077559947967529,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,65,invscaling,500000.0,adam +31.970.369.815.826.400,0.0,0.0078957080841064,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,65,adaptive,500000.0,adam +306.536.602.973.938,0.0,0.0072541236877441,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,70,invscaling,500000.0,adam +2.954.512.119.293.210,0.0,0.0076558589935302,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,75,constant,500000.0,adam +3.151.249.885.559.080,0.0,0.0081462860107421,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,75,invscaling,500000.0,adam +33.136.091.232.299.800,0.0,0.0104732513427734,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,80,invscaling,500000.0,adam +2.929.995.059.967.040,0.0,0.0080881118774414,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,85,invscaling,500000.0,adam +0.13745403289794922,0.0,0.0078098773956298,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,90,constant,500000.0,lbfgs +33.340.742.588.043.200,0.0,0.0076777935028076,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,90,constant,500000.0,adam +324.922.513.961.792,0.0,0.0079541206359863,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,90,invscaling,500000.0,adam +29.678.561.687.469.400,0.0,0.0074787139892578,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,100,invscaling,500000.0,adam +3.217.310.905.456.540,0.0,0.0077161788940429,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,100,adaptive,500000.0,adam +244.218.373.298.645,0.0,0.0073051452636718,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(15, 15)",invscaling,500000.0,adam +0.2540018558502197,0.0,0.0071549415588378,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(15, 60)",constant,500000.0,lbfgs +24.389.808.177.948,0.0,0.0077130794525146,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(15, 60)",adaptive,500000.0,adam +1.942.647.933.959.960,0.0,0.0086407661437988,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(30, 30)",invscaling,500000.0,adam +21.075.992.584.228.500,0.0,0.0080058574676513,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(30, 45)",constant,500000.0,adam +219.162.917.137.146,0.0,0.0076148509979248,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(30, 90)",invscaling,500000.0,adam +0.2244579792022705,0.0,0.0086252689361572,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(45, 15)",constant,500000.0,lbfgs +0.16135907173156738,0.0,0.008707046508789,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(45, 15)",adaptive,500000.0,lbfgs +0.19881486892700195,0.0,0.0079329013824462,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(45, 60)",constant,500000.0,lbfgs +0.18256616592407227,0.0,0.0077447891235351,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(45, 60)",invscaling,500000.0,lbfgs +0.2581961154937744,0.0,0.0101099014282226,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(45, 75)",invscaling,500000.0,lbfgs +0.3317880630493164,0.0,0.0092480182647705,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(45, 90)",adaptive,500000.0,lbfgs +1.940.208.911.895.750,0.0,0.0084280967712402,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 45)",constant,500000.0,adam +2.196.312.189.102.170,0.0,0.0083518028259277,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 45)",adaptive,500000.0,adam +256.364.107.131.958,0.0,0.0085408687591552,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(75, 15)",invscaling,500000.0,adam +19.530.699.253.082.200,0.0,0.0083529949188232,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(75, 15)",adaptive,500000.0,adam +23.541.371.822.357.100,0.0,0.0089168548583984,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(75, 75)",invscaling,500000.0,adam +21.632.909.774.780.200,0.0,0.0114979743957519,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(90, 45)",adaptive,500000.0,adam +0.43236613273620605,0.0,0.008908987045288,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(90, 60)",adaptive,500000.0,lbfgs +0.20154595375061035,0.0,0.0047910213470458,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 20, 20)",invscaling,500000.0,lbfgs +1.879.478.931.427.000,0.0,0.0078530311584472,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 20, 20)",invscaling,500000.0,adam +10.575.024.843.215.900,0.0,0.0082690715789794,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 20, 20)",adaptive,500000.0,sgd +0.2453937530517578,0.0,0.0086421966552734,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 20, 80)",constant,500000.0,lbfgs +14.085.736.989.974.900,0.0,0.0089290142059326,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 20, 80)",constant,500000.0,sgd +13.376.598.358.154.200,0.0,0.0080780982971191,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 20, 100)",constant,500000.0,adam +0.27851080894470215,0.0,0.0080509185791015,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 20, 100)",invscaling,500000.0,lbfgs +0.2213749885559082,0.0,0.0085389614105224,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 40, 60)",invscaling,500000.0,lbfgs +19.445.278.644.561.700,0.0,0.0104701519012451,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 40, 80)",invscaling,500000.0,adam +0.3515050411224365,0.0,0.0101130008697509,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 60, 40)",constant,500000.0,lbfgs +13.458.874.702.453.600,0.0,0.012679100036621,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 60, 40)",constant,500000.0,sgd +18.413.325.786.590.500,0.0,0.0088820457458496,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 60, 60)",adaptive,500000.0,sgd +18.209.609.985.351.500,0.0,0.0085911750793457,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 60, 80)",adaptive,500000.0,adam +16.287.960.052.490.200,0.0,0.0086977481842041,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 80, 40)",constant,500000.0,sgd +1.513.343.095.779.410,0.0,0.0112848281860351,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 80, 40)",adaptive,500000.0,adam +1.784.209.966.659.540,0.0,0.0088989734649658,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 80, 60)",constant,500000.0,adam +2.034.323.811.531.060,0.0,0.010962963104248,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 80, 80)",constant,500000.0,sgd +2.111.585.855.484.000,0.0,0.0093829631805419,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 80, 80)",adaptive,500000.0,adam +2.381.199.836.730.950,0.0,0.0093131065368652,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 80, 100)",invscaling,500000.0,adam +0.5111250877380371,0.0,0.0093309879302978,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 100, 40)",constant,500000.0,lbfgs +18.854.565.858.840.900,0.0,0.0100998878479003,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 100, 40)",adaptive,500000.0,sgd +19.331.669.807.434.000,0.0,0.0094008445739746,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(20, 100, 60)",adaptive,500000.0,adam +12.216.989.994.049.000,0.0,0.0083758831024169,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(40, 20, 40)",adaptive,500000.0,adam +13.970.959.186.553.900,0.0,0.0107851028442382,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(40, 20, 80)",constant,500000.0,adam +1.338.031.268.119.810,0.0,0.0091860294342041,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(40, 20, 100)",constant,500000.0,sgd +1.217.976.713.180.540,0.0,0.0090508460998535,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(40, 40, 60)",constant,500000.0,sgd +0.3629281520843506,0.0,0.0097608566284179,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(40, 60, 20)",constant,500000.0,lbfgs +0.34219908714294434,0.0,0.0087301731109619,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(40, 60, 60)",adaptive,500000.0,lbfgs +2.018.695.902.824.400,0.0,0.0088682174682617,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(40, 60, 100)",constant,500000.0,sgd +0.440166711807251,0.0,0.0087301731109619,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(40, 80, 40)",adaptive,500000.0,lbfgs +22.444.206.953.048.700,0.0,0.010542869567871,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(40, 80, 60)",constant,500000.0,sgd +0.49681568145751953,0.0,0.0119340419769287,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(40, 80, 60)",invscaling,500000.0,lbfgs +0.640474796295166,0.0,0.0092310905456542,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(40, 80, 100)",constant,500000.0,lbfgs +0.732123851776123,0.0,0.0109498500823974,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(40, 100, 60)",invscaling,500000.0,lbfgs +267.970.130.443.573,0.0,0.0191249847412109,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(40, 100, 80)",adaptive,500000.0,sgd +1.507.057.809.829.710,0.0,0.0096490383148193,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 20, 100)",constant,500000.0,sgd +0.4757709503173828,0.0,0.0115160942077636,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 20, 100)",invscaling,500000.0,lbfgs +14.072.761.535.644.500,0.0,0.0088996887207031,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 40, 20)",adaptive,500000.0,adam +0.5658290386199951,0.0,0.0091779232025146,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 60, 80)",constant,500000.0,lbfgs +193.147.189.617.157,0.0,0.0133402347564697,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 60, 80)",constant,500000.0,sgd +184.367.938.041.687,0.0,0.0095479488372802,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 60, 80)",adaptive,500000.0,sgd +21.699.466.943.740.800,0.0,0.0087208747863769,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 60, 100)",adaptive,500000.0,sgd +0.5051779747009277,0.0,0.010420799255371,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 80, 60)",invscaling,500000.0,lbfgs +0.5656719207763672,0.0,0.0124971866607666,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 80, 60)",adaptive,500000.0,lbfgs +0.646435022354126,0.0,0.009221076965332,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 80, 80)",adaptive,500000.0,lbfgs +14.513.647.556.304.900,0.0,0.0096421241760253,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 80, 80)",adaptive,500000.0,adam +0.726078987121582,0.0,0.0102529525756835,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 100, 60)",constant,500000.0,lbfgs +0.6755781173706055,0.0,0.0094950199127197,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 100, 60)",adaptive,500000.0,lbfgs +24.696.336.030.960.000,0.0,0.0100829601287841,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 100, 100)",constant,500000.0,sgd +27.596.081.972.122.100,0.0,0.0091540813446044,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(60, 100, 100)",adaptive,500000.0,sgd +14.645.559.787.750.200,0.0,0.0090548992156982,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 20, 40)",invscaling,500000.0,adam +11.760.358.810.424.800,0.0,0.0110549926757812,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 20, 80)",constant,500000.0,adam +0.48027610778808594,0.0,0.0093138217926025,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 20, 100)",adaptive,500000.0,lbfgs +1.894.407.033.920.280,0.0,0.0106689929962158,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 20, 100)",adaptive,500000.0,adam +14.831.640.005.111.600,0.0,0.0091140270233154,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 40, 20)",constant,500000.0,sgd +0.418684720993042,0.0,0.0175251960754394,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 40, 60)",adaptive,500000.0,lbfgs +0.6425180435180664,0.0,0.009066104888916,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 40, 100)",constant,500000.0,lbfgs +1.703.677.201.271.050,0.0,0.0090470314025878,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 40, 100)",constant,500000.0,sgd +17.528.568.983.078.000,0.0,0.0094461441040039,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 60, 20)",constant,500000.0,sgd +1.593.032.193.183.890,0.0,0.0050189495086669,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 60, 20)",adaptive,500000.0,sgd +1.732.898.211.479.180,0.0,0.0092668533325195,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 60, 60)",constant,500000.0,sgd +20.090.569.972.991.900,0.0,0.0091249942779541,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 60, 80)",constant,500000.0,sgd +18.900.309.085.845.900,0.0,0.0097899436950683,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 80, 40)",constant,500000.0,sgd +0.6105473041534424,0.0,0.0093038082122802,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 80, 60)",adaptive,500000.0,lbfgs +16.396.732.330.322.200,0.0,0.0094709396362304,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 80, 80)",constant,500000.0,adam +0.7902650833129883,0.0,0.0165469646453857,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 80, 100)",constant,500000.0,lbfgs +2.504.087.781.906.120,0.0,0.0096423625946044,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 80, 100)",adaptive,500000.0,sgd +0.871333122253418,0.0,0.0096766948699951,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 100, 20)",invscaling,500000.0,lbfgs +20.413.395.881.652.800,0.0,0.0093898773193359,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 100, 20)",adaptive,500000.0,sgd +20.414.225.339.889.500,0.0,0.0107548236846923,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 100, 40)",constant,500000.0,sgd +27.380.751.848.220.800,0.0,0.0102772712707519,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 100, 80)",adaptive,500000.0,sgd +25.338.746.786.117.500,0.0,0.0097200870513916,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(80, 100, 100)",adaptive,500000.0,sgd +12.593.388.080.596.900,0.0,0.0105762481689453,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 20, 20)",adaptive,500000.0,sgd +13.436.810.970.306.300,0.0,0.0088791847229003,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 20, 60)",adaptive,500000.0,sgd +13.403.780.460.357.600,0.0,0.009253978729248,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 20, 80)",constant,500000.0,adam +0.5943801403045654,0.0,0.0092430114746093,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 60, 20)",constant,500000.0,lbfgs +15.662.116.289.138.700,0.0,0.0098280906677246,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 60, 20)",constant,500000.0,sgd +1.667.494.773.864.740,0.0,0.0091912746429443,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 60, 40)",constant,500000.0,adam +0.4689218997955322,0.0,0.0098640918731689,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 60, 40)",invscaling,500000.0,lbfgs +200.172.598.361.969,0.0,0.0094470977783203,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 60, 80)",constant,500000.0,sgd +0.7120656967163086,0.0,0.0098092555999755,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 60, 80)",invscaling,500000.0,lbfgs +1.842.267.894.744.870,0.0,0.0095088481903076,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 60, 100)",constant,500000.0,sgd +2.092.960.786.819.450,0.0,0.0098700523376464,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 80, 40)",adaptive,500000.0,sgd +2.217.525.815.963.740,0.0,0.0100541114807128,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 80, 60)",constant,500000.0,sgd +1.701.164.960.861.200,0.0,0.0100421905517578,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 80, 80)",invscaling,500000.0,adam +2.514.472.723.007.200,0.0,0.0136318206787109,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 80, 80)",adaptive,500000.0,sgd +1.599.912.166.595.450,0.0,0.0095829963684082,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 80, 100)",constant,500000.0,adam +10.329.980.850.219.700,0.0,0.0097599029541015,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 100, 60)",adaptive,500000.0,lbfgs +13.766.430.854.797.300,0.0,0.0033161640167236,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.8505747126436781,0.8505747126436781,0.0,1993,0.9767441860465116,0.9767441860465116,0.0,1284,0.8659793814432991,0.8659793814432991,0.0,2082,MLPClassifier,,,,,,,relu,"(100, 100, 100)",adaptive,500000.0,sgd +0.0017027854919433594,0.0,0.0031139850616455,0.0,"{'criterion': 'gini', 'splitter': 'best'}",0.7884615384615384,0.7884615384615384,0.0,1,0.8505747126436781,0.8505747126436781,0.0,1,0.9534883720930232,0.9534883720930232,0.0,2,0.8631578947368421,0.8631578947368421,0.0,1,DecisionTreeClassifier,,,gini,best,,,,,,, +0.19721078872680664,0.0,0.0080389976501464,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,10,invscaling,500000.0,lbfgs +0.14470481872558594,0.0,0.0089802742004394,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,20,invscaling,500000.0,lbfgs +0.20726919174194336,0.0,0.0077786445617675,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,75,adaptive,500000.0,lbfgs +12.998.402.118.682.800,0.0,0.0088050365447998,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(15, 90)",adaptive,500000.0,lbfgs +0.464371919631958,0.0,0.008167028427124,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(45, 60)",constant,500000.0,lbfgs +0.45047879219055176,0.0,0.0105001926422119,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(75, 30)",adaptive,500000.0,lbfgs +0.6360392570495605,0.0,0.0107278823852539,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(75, 60)",adaptive,500000.0,lbfgs +0.6727139949798584,0.0,0.0131359100341796,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(90, 15)",invscaling,500000.0,lbfgs +0.9835741519927979,0.0,0.0086050033569335,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(20, 20, 40)",invscaling,500000.0,lbfgs +13.749.990.463.256.800,0.0,0.0093510150909423,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(20, 20, 60)",constant,500000.0,lbfgs +0.8126599788665771,0.0,0.01027512550354,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(20, 20, 80)",invscaling,500000.0,lbfgs +12.929.179.668.426.500,0.0,0.0084280967712402,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(20, 80, 40)",adaptive,500000.0,lbfgs +12.452.831.268.310.500,0.0,0.0081958770751953,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(40, 20, 100)",constant,500000.0,lbfgs +0.9365630149841309,0.0,0.0151350498199462,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(40, 40, 60)",adaptive,500000.0,lbfgs +23.246.397.972.106.900,0.0,0.0093011856079101,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(40, 60, 80)",constant,500000.0,lbfgs +14.025.371.074.676.500,0.0,0.0089337825775146,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(40, 80, 80)",constant,500000.0,lbfgs +24.316.940.307.617.100,0.0,0.0111000537872314,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(40, 100, 20)",invscaling,500000.0,lbfgs +23.658.719.062.805.100,0.0,0.0084350109100341,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(60, 20, 40)",adaptive,500000.0,lbfgs +0.8742480278015137,0.0,0.0085570812225341,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(60, 40, 20)",constant,500000.0,lbfgs +10.208.547.115.325.900,0.0,0.008120059967041,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(60, 40, 40)",invscaling,500000.0,lbfgs +27.141.592.502.593.900,0.0,0.0094327926635742,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(60, 60, 100)",adaptive,500000.0,lbfgs +2.075.187.921.524.040,0.0,0.0086362361907958,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(80, 40, 40)",adaptive,500000.0,lbfgs +2.127.535.104.751.580,0.0,0.0092430114746093,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(80, 60, 20)",invscaling,500000.0,lbfgs +11.135.308.742.523.100,0.0,0.0086441040039062,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(80, 60, 40)",adaptive,500000.0,lbfgs +2.254.606.246.948.240,0.0,0.0163736343383789,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(80, 60, 100)",constant,500000.0,lbfgs +329.205.584.526.062,0.0,0.0104792118072509,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(80, 80, 80)",invscaling,500000.0,lbfgs +34.689.583.778.381.300,0.0,0.0092968940734863,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(80, 80, 100)",constant,500000.0,lbfgs +4.891.748.905.181.880,0.0,0.0094580650329589,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(80, 100, 20)",invscaling,500000.0,lbfgs +30.448.391.437.530.500,0.0,0.0092439651489257,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(80, 100, 80)",invscaling,500000.0,lbfgs +26.026.511.192.321.700,0.0,0.0088820457458496,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(100, 40, 100)",constant,500000.0,lbfgs +2.643.336.057.662.960,0.0,0.0095069408416748,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(100, 60, 80)",invscaling,500000.0,lbfgs +29.143.412.113.189.600,0.0,0.0227761268615722,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(100, 80, 60)",constant,500000.0,lbfgs +3.965.880.870.819.090,0.0,0.0100760459899902,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(100, 80, 80)",constant,500000.0,lbfgs +3.711.337.089.538.570,0.0,0.0095119476318359,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(100, 80, 100)",constant,500000.0,lbfgs +34.344.398.975.372.300,0.0,0.0101842880249023,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(100, 100, 60)",constant,500000.0,lbfgs +5.241.857.051.849.360,0.0,0.0085780620574951,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,logistic,"(100, 100, 60)",adaptive,500000.0,lbfgs +0.0637369155883789,0.0,0.0079588890075683,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,40,constant,500000.0,lbfgs +502.677.321.434.021,0.0,0.0078058242797851,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(15, 60)",adaptive,500000.0,adam +0.22612309455871582,0.0,0.0084550380706787,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(15, 90)",adaptive,500000.0,lbfgs +0.1463639736175537,0.0,0.0086541175842285,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(45, 30)",invscaling,500000.0,lbfgs +33.002.729.415.893.500,0.0,0.0084540843963623,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(20, 20, 100)",invscaling,500000.0,adam +5.966.765.880.584.710,0.0,0.008584976196289,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(20, 100, 80)",invscaling,500000.0,adam +0.7699940204620361,0.0,0.0099241733551025,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(20, 100, 100)",adaptive,500000.0,lbfgs +0.3731091022491455,0.0,0.0115787982940673,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(40, 40, 100)",invscaling,500000.0,lbfgs +4.926.030.158.996.580,0.0,0.0092709064483642,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(40, 100, 80)",constant,500000.0,adam +0.3216571807861328,0.0,0.0124590396881103,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(60, 40, 40)",invscaling,500000.0,lbfgs +0.38970494270324707,0.0,0.0148673057556152,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(60, 60, 20)",constant,500000.0,lbfgs +0.7018859386444092,0.0,0.0190861225128173,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(60, 60, 100)",invscaling,500000.0,lbfgs +0.2218480110168457,0.0,0.0087168216705322,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(80, 20, 20)",adaptive,500000.0,lbfgs +0.6915929317474365,0.0,0.0098359584808349,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(80, 80, 100)",constant,500000.0,lbfgs +0.6311841011047363,0.0,0.010200023651123,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(80, 100, 40)",invscaling,500000.0,lbfgs +0.5525622367858887,0.0,0.0094518661499023,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(100, 20, 20)",constant,500000.0,lbfgs +0.45960307121276855,0.0,0.0098099708557128,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(100, 20, 20)",invscaling,500000.0,lbfgs +0.48615002632141113,0.0,0.0105080604553222,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(100, 60, 60)",invscaling,500000.0,lbfgs +0.49799299240112305,0.0,0.0117182731628417,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(100, 60, 60)",adaptive,500000.0,lbfgs +0.5492329597473145,0.0,0.0098090171813964,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(100, 60, 80)",invscaling,500000.0,lbfgs +0.7418491840362549,0.0,0.0120079517364501,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(100, 60, 100)",constant,500000.0,lbfgs +0.7340981960296631,0.0,0.0109698772430419,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,tanh,"(100, 100, 60)",adaptive,500000.0,lbfgs +0.1846766471862793,0.0,0.0075421333312988,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,15,constant,500000.0,lbfgs +0.0751039981842041,0.0,0.0070319175720214,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,30,constant,500000.0,lbfgs +0.15943312644958496,0.0,0.0080997943878173,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,85,invscaling,500000.0,lbfgs +0.12970614433288574,0.0,0.008105993270874,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,100,constant,500000.0,lbfgs +4.011.325.120.925.900,0.0,0.0077199935913085,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(30, 75)",constant,500000.0,sgd +0.27294087409973145,0.0,0.0088179111480712,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(45, 45)",invscaling,500000.0,lbfgs +0.2317819595336914,0.0,0.0080270767211914,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(45, 45)",adaptive,500000.0,lbfgs +0.2884337902069092,0.0,0.0086703300476074,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(60, 60)",invscaling,500000.0,lbfgs +0.26939892768859863,0.0,0.0082769393920898,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(60, 60)",adaptive,500000.0,lbfgs +0.38147783279418945,0.0,0.0088241100311279,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(75, 90)",invscaling,500000.0,lbfgs +2.601.189.136.505.120,0.0,0.009429931640625,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(75, 90)",invscaling,500000.0,adam +0.1753230094909668,0.0,0.0088710784912109,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(90, 15)",invscaling,500000.0,lbfgs +0.18219327926635742,0.0,0.008584976196289,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(90, 15)",adaptive,500000.0,lbfgs +0.4057478904724121,0.0,0.00840425491333,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(90, 45)",invscaling,500000.0,lbfgs +0.5490334033966064,0.0,0.0096528530120849,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(20, 20, 60)",adaptive,500000.0,lbfgs +1.602.741.003.036.490,0.0,0.0092849731445312,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(20, 20, 80)",adaptive,500000.0,adam +11.388.864.994.049.000,0.0,0.008711814880371,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(20, 40, 40)",constant,500000.0,sgd +0.32291626930236816,0.0,0.0109288692474365,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(20, 60, 60)",adaptive,500000.0,lbfgs +1.849.674.940.109.250,0.0,0.0091011524200439,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(20, 100, 80)",invscaling,500000.0,adam +14.569.851.160.049.400,0.0,0.0076570510864257,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(40, 20, 80)",adaptive,500000.0,sgd +0.5006201267242432,0.0,0.0087840557098388,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(60, 20, 20)",invscaling,500000.0,lbfgs +14.049.502.849.578.800,0.0,0.0099081993103027,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(60, 40, 60)",constant,500000.0,sgd +15.771.959.781.646.700,0.0,0.0094740390777587,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(60, 60, 40)",constant,500000.0,sgd +0.5405640602111816,0.0,0.0085928440093994,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(60, 60, 60)",invscaling,500000.0,lbfgs +0.6016960144042969,0.0,0.0094709396362304,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(60, 100, 20)",invscaling,500000.0,lbfgs +0.34131884574890137,0.0,0.0091521739959716,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(80, 20, 80)",adaptive,500000.0,lbfgs +0.5938980579376221,0.0,0.0142438411712646,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(80, 20, 100)",invscaling,500000.0,lbfgs +0.517916202545166,0.0,0.009063720703125,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(80, 40, 100)",adaptive,500000.0,lbfgs +1.524.780.035.018.920,0.0,0.0093131065368652,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(80, 80, 40)",invscaling,500000.0,adam +0.7771830558776855,0.0,0.0095508098602294,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(80, 100, 40)",adaptive,500000.0,lbfgs +2.340.205.216.407.770,0.0,0.0100090503692626,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(80, 100, 60)",constant,500000.0,sgd +14.778.140.783.309.900,0.0,0.0095419883728027,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(100, 40, 20)",adaptive,500000.0,sgd +0.4464709758758545,0.0,0.0122480392456054,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(100, 40, 40)",invscaling,500000.0,lbfgs +0.5353469848632812,0.0,0.0094640254974365,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(100, 40, 60)",invscaling,500000.0,lbfgs +0.5195217132568359,0.0,0.0098421573638916,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(100, 60, 40)",adaptive,500000.0,lbfgs +0.7448809146881104,0.0,0.0102100372314453,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(100, 80, 60)",invscaling,500000.0,lbfgs +0.7182919979095459,0.0,0.0101697444915771,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(100, 80, 80)",invscaling,500000.0,lbfgs +18.486.900.329.589.800,0.0,0.0102839469909667,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7884615384615384,0.7884615384615384,0.0,1850,0.8505747126436781,0.8505747126436781,0.0,1993,0.9534883720930232,0.9534883720930232,0.0,2739,0.8631578947368421,0.8631578947368421,0.0,2367,MLPClassifier,,,,,,,relu,"(100, 100, 40)",constant,500000.0,adam +0.11394000053405762,0.0,0.0077481269836425,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,logistic,20,constant,500000.0,lbfgs +0.6644690036773682,0.0,0.0105578899383544,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,logistic,"(20, 20, 20)",constant,500000.0,lbfgs +2.338.325.023.651.120,0.0,0.0098569393157958,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,logistic,"(20, 20, 100)",invscaling,500000.0,lbfgs +0.6129717826843262,0.0,0.0082290172576904,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,logistic,"(20, 40, 20)",invscaling,500000.0,lbfgs +15.987.319.946.289.000,0.0,0.0086841583251953,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,logistic,"(20, 100, 40)",constant,500000.0,lbfgs +2.225.694.179.534.910,0.0,0.0097248554229736,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,logistic,"(20, 100, 80)",constant,500000.0,lbfgs +18.802.080.154.418.900,0.0,0.0088222026824951,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,logistic,"(40, 80, 80)",invscaling,500000.0,lbfgs +25.512.871.742.248.500,0.0,0.0092816352844238,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,logistic,"(40, 100, 40)",adaptive,500000.0,lbfgs +17.903.838.157.653.800,0.0,0.0097301006317138,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,logistic,"(60, 100, 60)",invscaling,500000.0,lbfgs +0.9858849048614502,0.0,0.0111870765686035,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,logistic,"(80, 40, 20)",invscaling,500000.0,lbfgs +2.101.783.037.185.660,0.0,0.0092990398406982,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,logistic,"(80, 80, 20)",invscaling,500000.0,lbfgs +2.318.796.157.836.910,0.0,0.0127408504486083,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,logistic,"(80, 100, 60)",invscaling,500000.0,lbfgs +4.787.408.113.479.610,0.0,0.009185791015625,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,logistic,"(100, 40, 60)",adaptive,500000.0,lbfgs +26.350.090.503.692.600,0.0,0.0096797943115234,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,logistic,"(100, 100, 60)",invscaling,500000.0,lbfgs +493.463.397.026.062,0.0,0.0081450939178466,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,logistic,"(100, 100, 80)",adaptive,500000.0,lbfgs +0.8736069202423096,0.0,0.0095901489257812,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,tanh,"(20, 80, 100)",invscaling,500000.0,lbfgs +0.5623559951782227,0.0,0.009678840637207,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,tanh,"(40, 60, 100)",constant,500000.0,lbfgs +0.41660189628601074,0.0,0.0138189792633056,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,tanh,"(60, 60, 60)",invscaling,500000.0,lbfgs +0.6951780319213867,0.0,0.0096111297607421,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,tanh,"(80, 80, 80)",invscaling,500000.0,lbfgs +0.32628893852233887,0.0,0.0092411041259765,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,tanh,"(100, 40, 20)",invscaling,500000.0,lbfgs +0.6436290740966797,0.0,0.0110828876495361,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8,0.8,0.0,1178,0.8505747126436781,0.8505747126436781,0.0,1993,0.9302325581395348,0.9302325581395348,0.0,3215,0.8602150537634408,0.8602150537634408,0.0,2463,MLPClassifier,,,,,,,relu,"(60, 40, 20)",invscaling,500000.0,lbfgs +26.134.400.367.736.800,0.0,0.0106198787689208,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8125,0.8125,0.0,549,0.8505747126436781,0.8505747126436781,0.0,1993,0.9069767441860463,0.9069767441860463,0.0,3336,0.8571428571428572,0.8571428571428572,0.0,2521,MLPClassifier,,,,,,,logistic,"(80, 60, 100)",adaptive,500000.0,lbfgs +0.5538191795349121,0.0,0.0090670585632324,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8125,0.8125,0.0,549,0.8505747126436781,0.8505747126436781,0.0,1993,0.9069767441860463,0.9069767441860463,0.0,3336,0.8571428571428572,0.8571428571428572,0.0,2521,MLPClassifier,,,,,,,tanh,"(20, 80, 60)",adaptive,500000.0,lbfgs +10.494.351.387.023.900,0.0,0.0106430053710937,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.8260869565217391,0.8260869565217391,0.0,303,0.8505747126436781,0.8505747126436781,0.0,1993,0.8837209302325582,0.8837209302325582,0.0,3367,0.853932584269663,0.853932584269663,0.0,2725,MLPClassifier,,,,,,,logistic,"(90, 15)",constant,500000.0,lbfgs +0.15137672424316406,0.0,0.0091781616210937,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,logistic,55,adaptive,500000.0,lbfgs +0.6190042495727539,0.0,0.0086438655853271,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,logistic,"(45, 90)",invscaling,500000.0,lbfgs +0.5115010738372803,0.0,0.012772798538208,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,logistic,"(60, 30)",adaptive,500000.0,lbfgs +0.6727397441864014,0.0,0.0110692977905273,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,logistic,"(60, 60)",adaptive,500000.0,lbfgs +0.9665052890777588,0.0,0.0096867084503173,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,logistic,"(75, 90)",constant,500000.0,lbfgs +17.381.792.068.481.400,0.0,0.0088319778442382,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,logistic,"(60, 60, 60)",invscaling,500000.0,lbfgs +2.019.402.265.548.700,0.0,0.008427619934082,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,logistic,"(80, 40, 20)",adaptive,500000.0,lbfgs +0.1882469654083252,0.0,0.0119259357452392,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,tanh,"(15, 15)",adaptive,500000.0,lbfgs +0.11968994140625,0.0,0.0075328350067138,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,tanh,"(30, 45)",invscaling,500000.0,lbfgs +404.921.293.258.667,0.0,0.0092651844024658,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,tanh,"(20, 60, 60)",invscaling,500000.0,adam +541.438.627.243.042,0.0,0.0094289779663085,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,tanh,"(20, 100, 80)",constant,500000.0,adam +0.24524617195129395,0.0,0.0097088813781738,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,tanh,"(40, 60, 20)",constant,500000.0,lbfgs +0.26171016693115234,0.0,0.0091228485107421,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,tanh,"(80, 20, 60)",adaptive,500000.0,lbfgs +0.8130042552947998,0.0,0.0100538730621337,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,tanh,"(100, 100, 20)",constant,500000.0,lbfgs +28.400.180.339.813.200,0.0,0.0072340965270996,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,25,constant,500000.0,adam +31.549.489.498.138.400,0.0,0.0088992118835449,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,35,constant,500000.0,adam +1.949.735.164.642.330,0.0,0.0135748386383056,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(20, 20, 60)",constant,500000.0,adam +12.600.953.102.111.800,0.0,0.0093297958374023,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(20, 20, 100)",constant,500000.0,sgd +1.708.479.881.286.620,0.0,0.0088770389556884,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(20, 40, 60)",constant,500000.0,sgd +1.730.818.796.157.830,0.0,0.0086748600006103,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(20, 40, 100)",adaptive,500000.0,sgd +13.893.446.922.302.200,0.0,0.0104250907897949,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(20, 60, 40)",adaptive,500000.0,sgd +17.503.921.031.951.900,0.0,0.0103349685668945,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(20, 80, 40)",adaptive,500000.0,sgd +22.134.366.989.135.700,0.0,0.008652925491333,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(20, 100, 80)",constant,500000.0,sgd +2.429.719.090.461.730,0.0,0.0099892616271972,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(20, 100, 100)",adaptive,500000.0,sgd +11.458.695.888.519.200,0.0,0.0087571144104003,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(40, 20, 40)",constant,500000.0,sgd +13.978.514.909.744.200,0.0,0.0092501640319824,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(40, 40, 60)",adaptive,500000.0,sgd +18.663.259.744.644.100,0.0,0.012944221496582,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(40, 60, 60)",adaptive,500000.0,sgd +1.665.564.775.466.910,0.0,0.0114581584930419,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(40, 80, 40)",adaptive,500000.0,adam +14.986.041.069.030.700,0.0,0.0117077827453613,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(60, 20, 80)",constant,500000.0,sgd +19.722.925.901.412.900,0.0,0.0091183185577392,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(60, 60, 100)",constant,500000.0,sgd +1.375.537.109.375,0.0,0.0096240043640136,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(80, 20, 20)",adaptive,500000.0,sgd +14.957.365.036.010.700,0.0,0.0103969573974609,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(80, 40, 20)",adaptive,500000.0,sgd +15.618.528.127.670.200,0.0,0.0105121135711669,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(80, 40, 60)",constant,500000.0,sgd +1.735.443.925.857.540,0.0,0.009509801864624,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(80, 60, 60)",adaptive,500000.0,sgd +21.253.392.934.799.100,0.0,0.0102870464324951,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(80, 80, 80)",constant,500000.0,sgd +223.032.488.822.937,0.0,0.0103328227996826,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(80, 80, 100)",constant,500000.0,sgd +15.132.123.708.724.900,0.0,0.0093393325805664,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7543859649122807,0.7543859649122807,0.0,2917,0.8390804597701149,0.8390804597701149,0.0,2487,1.0,1.0,0.0,1,0.86,0.86,0.0,2484,MLPClassifier,,,,,,,relu,"(100, 20, 80)",constant,500000.0,sgd +0.169478178024292,0.0,0.011962890625,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,70,adaptive,500000.0,lbfgs +0.5589299201965332,0.0,0.0077991485595703,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(15, 60)",adaptive,500000.0,lbfgs +0.3782329559326172,0.0,0.0087108612060546,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(30, 15)",adaptive,500000.0,lbfgs +0.5551409721374512,0.0,0.0119690895080566,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(30, 60)",adaptive,500000.0,lbfgs +0.5571660995483398,0.0,0.0086259841918945,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(45, 75)",invscaling,500000.0,lbfgs +0.32354211807250977,0.0,0.0096070766448974,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(60, 15)",constant,500000.0,lbfgs +0.6087837219238281,0.0,0.0086920261383056,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(60, 45)",invscaling,500000.0,lbfgs +0.6500952243804932,0.0,0.0093040466308593,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(60, 75)",adaptive,500000.0,lbfgs +11.249.721.050.262.400,0.0,0.0055017471313476,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(75, 75)",invscaling,500000.0,lbfgs +12.142.467.498.779.200,0.0,0.0128200054168701,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(90, 15)",adaptive,500000.0,lbfgs +0.7297210693359375,0.0,0.0136289596557617,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(90, 45)",invscaling,500000.0,lbfgs +0.8572087287902832,0.0,0.0097160339355468,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(90, 45)",adaptive,500000.0,lbfgs +13.468.098.640.441.800,0.0,0.0091142654418945,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(90, 90)",invscaling,500000.0,lbfgs +0.8629670143127441,0.0,0.0087368488311767,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(20, 20, 20)",invscaling,500000.0,lbfgs +0.7338471412658691,0.0,0.0124158859252929,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(20, 40, 40)",constant,500000.0,lbfgs +14.924.792.766.571.000,0.0,0.0095012187957763,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(20, 60, 80)",constant,500000.0,adam +2.669.459.819.793.700,0.0,0.0085589885711669,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(20, 80, 20)",constant,500000.0,lbfgs +2.318.640.947.341.910,0.0,0.0092997550964355,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(20, 80, 80)",constant,500000.0,lbfgs +1.858.232.021.331.780,0.0,0.0094408988952636,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(20, 80, 100)",constant,500000.0,lbfgs +1.397.928.237.915.030,0.0,0.0085618495941162,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(20, 100, 60)",constant,500000.0,lbfgs +17.222.655.057.907.100,0.0,0.0079700946807861,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(20, 100, 80)",constant,500000.0,adam +13.110.830.783.843.900,0.0,0.0086269378662109,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(40, 40, 80)",adaptive,500000.0,lbfgs +19.921.190.738.677.900,0.0,0.0085029602050781,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(40, 40, 100)",invscaling,500000.0,lbfgs +13.349.170.684.814.400,0.0,0.0106217861175537,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(40, 60, 60)",constant,500000.0,lbfgs +0.9153780937194824,0.0,0.0096778869628906,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(40, 60, 60)",adaptive,500000.0,lbfgs +2.271.181.106.567.380,0.0,0.0090317726135253,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(40, 60, 80)",invscaling,500000.0,lbfgs +16.257.328.987.121.500,0.0,0.0098860263824462,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(40, 60, 100)",constant,500000.0,lbfgs +4.919.454.097.747.800,0.0,0.0096919536590576,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(40, 80, 60)",constant,500000.0,lbfgs +14.778.821.468.353.200,0.0,0.0088770389556884,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(40, 80, 80)",adaptive,500000.0,lbfgs +14.426.369.667.053.200,0.0,0.0127890110015869,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(60, 20, 60)",adaptive,500000.0,lbfgs +12.845.649.719.238.200,0.0,0.0096831321716308,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(60, 20, 80)",adaptive,500000.0,lbfgs +2.705.141.067.504.880,0.0,0.0079190731048583,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(60, 20, 100)",constant,500000.0,lbfgs +17.138.948.440.551.700,0.0,0.0084578990936279,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(60, 40, 20)",invscaling,500000.0,lbfgs +2.009.845.018.386.840,0.0,0.0093917846679687,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(60, 40, 60)",invscaling,500000.0,lbfgs +12.265.689.373.016.300,0.0,0.0088379383087158,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(60, 60, 40)",invscaling,500000.0,lbfgs +22.892.491.817.474.300,0.0,0.0130610466003417,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(80, 60, 80)",constant,500000.0,lbfgs +22.540.669.441.223.100,0.0,0.0127038955688476,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(80, 80, 20)",constant,500000.0,lbfgs +19.194.388.389.587.400,0.0,0.009451150894165,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(80, 80, 40)",constant,500000.0,lbfgs +14.442.269.802.093.500,0.0,0.0087230205535888,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(100, 20, 20)",invscaling,500000.0,lbfgs +1.191.678.762.435.910,0.0,0.0092620849609375,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(100, 40, 40)",constant,500000.0,lbfgs +13.971.881.866.455.000,0.0,0.0109639167785644,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(100, 40, 40)",adaptive,500000.0,lbfgs +6.154.489.040.374.750,0.0,0.0088641643524169,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(100, 60, 40)",adaptive,500000.0,lbfgs +15.383.129.119.873.000,0.0,0.0107920169830322,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(100, 80, 40)",constant,500000.0,lbfgs +2.390.187.978.744.500,0.0,0.0291438102722167,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(100, 80, 40)",adaptive,500000.0,lbfgs +40.358.967.781.066.800,0.0,0.0099940299987792,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(100, 80, 80)",adaptive,500000.0,lbfgs +4.037.312.984.466.550,0.0,0.0096359252929687,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(100, 100, 20)",adaptive,500000.0,lbfgs +33.463.897.705.078.100,0.0,0.0094101428985595,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,logistic,"(100, 100, 40)",adaptive,500000.0,lbfgs +288.614.821.434.021,0.0,0.0071499347686767,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,10,constant,500000.0,adam +31.676.220.893.859.800,0.0,0.007063865661621,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,15,invscaling,500000.0,adam +36.960.668.563.842.700,0.0,0.0079050064086914,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,50,adaptive,500000.0,adam +0.3106076717376709,0.0,0.0111811161041259,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(15, 15)",invscaling,500000.0,lbfgs +0.13309311866760254,0.0,0.008035659790039,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(45, 45)",constant,500000.0,lbfgs +0.19020986557006836,0.0,0.0083208084106445,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(45, 60)",adaptive,500000.0,lbfgs +4.219.934.940.338.130,0.0,0.0104191303253173,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(45, 90)",adaptive,500000.0,adam +0.14133882522583008,0.0,0.0084242820739746,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(60, 30)",adaptive,500000.0,lbfgs +0.1761770248413086,0.0,0.0086350440979003,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(60, 45)",invscaling,500000.0,lbfgs +32.525.858.879.089.300,0.0,0.0157670974731445,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(75, 15)",invscaling,500000.0,adam +0.22375798225402832,0.0,0.0091819763183593,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(75, 45)",adaptive,500000.0,lbfgs +0.2902059555053711,0.0,0.009078025817871,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(90, 60)",constant,500000.0,lbfgs +0.24037814140319824,0.0,0.010171890258789,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(20, 20, 40)",invscaling,500000.0,lbfgs +31.414.268.016.815.100,0.0,0.0077459812164306,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(20, 20, 80)",adaptive,500000.0,adam +0.285876989364624,0.0,0.0133230686187744,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(20, 80, 40)",adaptive,500000.0,lbfgs +35.696.208.477.020.200,0.0,0.0086042881011962,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(20, 100, 20)",constant,500000.0,adam +0.9180469512939453,0.0,0.0092401504516601,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(20, 100, 20)",adaptive,500000.0,lbfgs +0.5626130104064941,0.0,0.0089571475982666,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(20, 100, 60)",constant,500000.0,lbfgs +26.579.411.029.815.600,0.0,0.0122990608215332,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(40, 40, 60)",constant,500000.0,adam +0.30168604850769043,0.0,0.011855125427246,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(40, 60, 60)",constant,500000.0,lbfgs +0.38863396644592285,0.0,0.0088140964508056,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(40, 80, 60)",invscaling,500000.0,lbfgs +0.30219602584838867,0.0,0.0103752613067626,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(60, 20, 20)",constant,500000.0,lbfgs +0.44335317611694336,0.0,0.0132467746734619,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(60, 80, 20)",constant,500000.0,lbfgs +0.4893152713775635,0.0,0.0137720108032226,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(60, 80, 40)",constant,500000.0,lbfgs +0.7566468715667725,0.0,0.010571002960205,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(60, 100, 100)",adaptive,500000.0,lbfgs +2.755.369.186.401.360,0.0,0.0094079971313476,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(80, 20, 80)",invscaling,500000.0,adam +0.3330268859863281,0.0,0.0090711116790771,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(80, 20, 80)",adaptive,500000.0,lbfgs +0.41640615463256836,0.0,0.0098848342895507,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(80, 20, 100)",invscaling,500000.0,lbfgs +0.508718729019165,0.0,0.0132253170013427,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(80, 80, 60)",invscaling,500000.0,lbfgs +0.8450150489807129,0.0,0.0101349353790283,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(80, 100, 20)",adaptive,500000.0,lbfgs +0.8070108890533447,0.0,0.0102350711822509,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(80, 100, 80)",constant,500000.0,lbfgs +0.7296111583709717,0.0,0.0130448341369628,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(100, 40, 100)",constant,500000.0,lbfgs +0.5778341293334961,0.0,0.0117261409759521,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(100, 80, 60)",constant,500000.0,lbfgs +0.6491227149963379,0.0,0.0098862648010253,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(100, 80, 60)",adaptive,500000.0,lbfgs +0.8678810596466064,0.0,0.0133709907531738,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,tanh,"(100, 100, 80)",invscaling,500000.0,lbfgs +0.1258831024169922,0.0,0.0101709365844726,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,20,adaptive,500000.0,lbfgs +34.069.623.947.143.500,0.0,0.0073118209838867,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,20,adaptive,500000.0,adam +2.750.791.311.264.030,0.0,0.0072896480560302,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,30,invscaling,500000.0,adam +30.938.711.166.381.800,0.0,0.0082406997680664,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,90,adaptive,500000.0,adam +0.10558390617370605,0.0,0.0073378086090087,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(30, 30)",invscaling,500000.0,lbfgs +0.22485613822937012,0.0,0.0079281330108642,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(45, 75)",constant,500000.0,lbfgs +0.29009485244750977,0.0,0.0086560249328613,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(75, 60)",constant,500000.0,lbfgs +18.190.228.939.056.300,0.0,0.0080161094665527,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(20, 20, 100)",adaptive,500000.0,adam +0.327955961227417,0.0,0.0084121227264404,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(20, 40, 60)",constant,500000.0,lbfgs +14.989.758.968.353.200,0.0,0.0092329978942871,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(20, 40, 80)",adaptive,500000.0,sgd +18.746.390.342.712.400,0.0,0.0093250274658203,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(20, 80, 40)",constant,500000.0,adam +0.6563887596130371,0.0,0.0091180801391601,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(20, 100, 80)",invscaling,500000.0,lbfgs +1.179.781.699.180.600,0.0,0.0086731910705566,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(20, 100, 80)",adaptive,500000.0,sgd +18.321.630.954.742.400,0.0,0.009333848953247,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(20, 100, 80)",adaptive,500000.0,adam +0.20268702507019043,0.0,0.0086588859558105,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(40, 20, 20)",adaptive,500000.0,lbfgs +9.507.930.278.778.070,0.0,0.0134477615356445,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(40, 20, 20)",adaptive,500000.0,sgd +14.805.309.772.491.400,0.0,0.0085020065307617,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(40, 40, 40)",adaptive,500000.0,adam +15.708.520.412.445.000,0.0,0.0087881088256835,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(40, 40, 80)",adaptive,500000.0,adam +0.3313579559326172,0.0,0.0086829662322998,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(40, 60, 40)",invscaling,500000.0,lbfgs +12.893.807.888.031.000,0.0,0.008894920349121,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(40, 60, 40)",invscaling,500000.0,adam +0.43564581871032715,0.0,0.0085792541503906,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(40, 60, 80)",invscaling,500000.0,lbfgs +22.382.493.019.104.000,0.0,0.0167207717895507,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(40, 80, 60)",adaptive,500000.0,sgd +16.964.941.024.780.200,0.0,0.0097239017486572,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(40, 80, 80)",adaptive,500000.0,adam +25.767.185.926.437.300,0.0,0.0115389823913574,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(40, 80, 100)",constant,500000.0,sgd +14.410.630.941.390.900,0.0,0.0088379383087158,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(60, 20, 40)",adaptive,500000.0,sgd +13.588.326.930.999.700,0.0,0.0087852478027343,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(60, 40, 40)",constant,500000.0,sgd +0.37435293197631836,0.0,0.0112130641937255,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(60, 40, 60)",adaptive,500000.0,lbfgs +1.651.305.079.460.140,0.0,0.0095062255859375,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(60, 80, 20)",constant,500000.0,sgd +14.734.950.065.612.700,0.0,0.008699893951416,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(60, 80, 20)",constant,500000.0,adam +16.739.660.024.642.900,0.0,0.0093719959259033,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(60, 80, 20)",adaptive,500000.0,sgd +1.867.542.576.789.850,0.0,0.0099010467529296,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(60, 80, 40)",adaptive,500000.0,sgd +1.909.336.805.343.620,0.0,0.0100421905517578,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(60, 100, 20)",adaptive,500000.0,adam +23.468.383.073.806.700,0.0,0.0094208717346191,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(60, 100, 80)",constant,500000.0,sgd +15.463.439.226.150.500,0.0,0.0090880393981933,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(80, 40, 80)",constant,500000.0,sgd +0.5005090236663818,0.0,0.0114359855651855,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(80, 40, 100)",invscaling,500000.0,lbfgs +19.933.547.973.632.800,0.0,0.0093481540679931,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(80, 80, 60)",constant,500000.0,sgd +0.7299561500549316,0.0,0.0096907615661621,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(80, 80, 100)",invscaling,500000.0,lbfgs +15.811.239.957.809.400,0.0,0.0094897747039794,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(100, 20, 100)",constant,500000.0,sgd +1.349.279.499.053.950,0.0,0.0145139694213867,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(100, 40, 40)",adaptive,500000.0,sgd +17.235.498.905.181.800,0.0,0.0110771656036376,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(100, 40, 60)",constant,500000.0,sgd +15.157.842.874.526.900,0.0,0.0098481178283691,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(100, 60, 20)",adaptive,500000.0,sgd +0.5142850875854492,0.0,0.0099949836730957,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(100, 80, 20)",adaptive,500000.0,lbfgs +25.455.695.152.282.700,0.0,0.0100398063659667,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(100, 80, 100)",adaptive,500000.0,sgd +20.588.584.423.065.100,0.0,0.0096607208251953,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(100, 100, 20)",constant,500000.0,sgd +16.380.386.114.120.400,0.0,0.0038058757781982,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7636363636363637,0.7636363636363637,0.0,2642,0.8390804597701149,0.8390804597701149,0.0,2487,0.9767441860465116,0.9767441860465116,0.0,1284,0.8571428571428571,0.8571428571428571,0.0,2523,MLPClassifier,,,,,,,relu,"(100, 100, 80)",adaptive,500000.0,sgd +0.25872802734375,0.0,0.0089869499206542,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,100,invscaling,500000.0,lbfgs +0.6314249038696289,0.0,0.0098450183868408,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(15, 60)",constant,500000.0,lbfgs +0.7730000019073486,0.0,0.0082218647003173,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(45, 15)",invscaling,500000.0,lbfgs +0.35231804847717285,0.0,0.0090110301971435,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(45, 30)",adaptive,500000.0,lbfgs +0.5251719951629639,0.0,0.0091121196746826,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(60, 30)",invscaling,500000.0,lbfgs +0.8112330436706543,0.0,0.0092608928680419,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(60, 90)",invscaling,500000.0,lbfgs +0.738476037979126,0.0,0.0108811855316162,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(75, 15)",invscaling,500000.0,lbfgs +0.4402322769165039,0.0,0.0114638805389404,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(75, 15)",adaptive,500000.0,lbfgs +0.9198307991027832,0.0,0.0120601654052734,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(75, 75)",constant,500000.0,lbfgs +0.9130990505218506,0.0,0.008131980895996,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(20, 20, 80)",constant,500000.0,lbfgs +11.631.832.122.802.700,0.0,0.0094850063323974,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(20, 20, 100)",constant,500000.0,lbfgs +0.8930470943450928,0.0,0.0103640556335449,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(20, 60, 20)",invscaling,500000.0,lbfgs +25.394.110.679.626.400,0.0,0.0090830326080322,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(20, 80, 60)",adaptive,500000.0,lbfgs +18.669.359.683.990.400,0.0,0.0086200237274169,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(20, 100, 100)",invscaling,500000.0,lbfgs +0.7899458408355713,0.0,0.0083320140838623,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(40, 20, 20)",constant,500000.0,lbfgs +1.225.146.770.477.290,0.0,0.0089461803436279,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(40, 80, 40)",invscaling,500000.0,lbfgs +4.347.529.172.897.330,0.0,0.0107557773590087,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(40, 100, 60)",constant,500000.0,lbfgs +14.718.239.307.403.500,0.0,0.008631944656372,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(60, 40, 80)",invscaling,500000.0,lbfgs +2.224.909.782.409.660,0.0,0.0092790126800537,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(60, 60, 80)",constant,500000.0,lbfgs +23.378.870.487.213.100,0.0,0.0092196464538574,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(60, 80, 80)",invscaling,500000.0,lbfgs +22.411.320.209.503.100,0.0,0.0114340782165527,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(60, 80, 100)",adaptive,500000.0,lbfgs +33.948.519.229.888.900,0.0,0.009814977645874,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(60, 100, 20)",constant,500000.0,lbfgs +23.886.220.455.169.600,0.0,0.0090560913085937,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(60, 100, 20)",adaptive,500000.0,lbfgs +23.586.108.684.539.700,0.0,0.0098240375518798,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(60, 100, 40)",constant,500000.0,lbfgs +2.017.825.126.647.940,0.0,0.0090870857238769,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(80, 80, 40)",adaptive,500000.0,lbfgs +7.985.985.040.664.670,0.0,0.0095999240875244,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(80, 80, 100)",invscaling,500000.0,lbfgs +17.621.650.695.800.700,0.0,0.0093250274658203,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(80, 100, 20)",constant,500000.0,lbfgs +21.577.069.759.368.800,0.0,0.0105412006378173,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(100, 20, 20)",adaptive,500000.0,lbfgs +10.926.110.744.476.300,0.0,0.008882999420166,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(100, 20, 80)",constant,500000.0,lbfgs +1.669.464.111.328.120,0.0,0.0095458030700683,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(100, 40, 60)",invscaling,500000.0,lbfgs +1.792.004.108.428.950,0.0,0.0091719627380371,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,logistic,"(100, 80, 40)",invscaling,500000.0,lbfgs +0.06465601921081543,0.0,0.0070128440856933,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,tanh,20,constant,500000.0,lbfgs +0.3121788501739502,0.0,0.0080211162567138,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,tanh,"(15, 15)",constant,500000.0,lbfgs +0.3574199676513672,0.0,0.0083169937133789,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,tanh,"(15, 30)",invscaling,500000.0,lbfgs +0.10256004333496094,0.0,0.0086121559143066,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,tanh,"(15, 45)",invscaling,500000.0,lbfgs +0.1536870002746582,0.0,0.0093600749969482,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,tanh,"(15, 45)",adaptive,500000.0,lbfgs +0.15648794174194336,0.0,0.0097219944000244,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,tanh,"(30, 75)",invscaling,500000.0,lbfgs +0.21190309524536133,0.0,0.0081348419189453,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,tanh,"(20, 20, 80)",constant,500000.0,lbfgs +33.717.081.546.783.400,0.0,0.0094289779663085,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,tanh,"(40, 60, 80)",constant,500000.0,adam +0.19881820678710938,0.0,0.0085067749023437,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,tanh,"(60, 20, 40)",invscaling,500000.0,lbfgs +0.43714189529418945,0.0,0.0126941204071044,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,tanh,"(60, 60, 60)",constant,500000.0,lbfgs +0.31070899963378906,0.0,0.0111618041992187,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,tanh,"(80, 40, 60)",constant,500000.0,lbfgs +0.5810811519622803,0.0,0.0099058151245117,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,tanh,"(80, 100, 20)",constant,500000.0,lbfgs +0.8139688968658447,0.0,0.0105054378509521,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,tanh,"(80, 100, 100)",invscaling,500000.0,lbfgs +0.48883795738220215,0.0,0.009833812713623,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,tanh,"(100, 60, 60)",constant,500000.0,lbfgs +0.14960408210754395,0.0,0.0076580047607421,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,15,adaptive,500000.0,lbfgs +32.449.660.301.208.400,0.0,0.0070548057556152,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,20,invscaling,500000.0,adam +0.13669514656066895,0.0,0.0086588859558105,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,25,constant,500000.0,lbfgs +0.11303520202636719,0.0,0.0073626041412353,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,60,adaptive,500000.0,lbfgs +0.11356306076049805,0.0,0.0079989433288574,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,65,constant,500000.0,lbfgs +0.20004606246948242,0.0,0.0082299709320068,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,95,constant,500000.0,lbfgs +0.16830897331237793,0.0,0.0102488994598388,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(15, 15)",constant,500000.0,lbfgs +0.3997519016265869,0.0,0.0075483322143554,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(30, 15)",invscaling,500000.0,lbfgs +2.661.224.842.071.530,0.0,0.009796142578125,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(75, 90)",adaptive,500000.0,adam +2.349.231.243.133.540,0.0,0.0089249610900878,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(90, 45)",invscaling,500000.0,adam +5.960.049.152.374.260,0.0,0.0079298019409179,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(90, 90)",constant,500000.0,sgd +10.998.840.093.612.600,0.0,0.0096278190612792,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(20, 40, 20)",adaptive,500000.0,sgd +15.823.051.929.473.800,0.0,0.0090527534484863,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(20, 40, 100)",constant,500000.0,adam +1.399.035.906.791.680,0.0,0.009598970413208,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(20, 60, 20)",adaptive,500000.0,sgd +19.455.020.427.703.800,0.0,0.0117239952087402,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(20, 60, 80)",invscaling,500000.0,adam +0.3941378593444824,0.0,0.0085523128509521,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(20, 80, 20)",invscaling,500000.0,lbfgs +2.058.101.797.103.880,0.0,0.0100331306457519,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(20, 80, 60)",constant,500000.0,sgd +0.699699878692627,0.0,0.0094189643859863,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(20, 100, 100)",adaptive,500000.0,lbfgs +0.40052199363708496,0.0,0.0089471340179443,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(40, 20, 100)",constant,500000.0,lbfgs +23.857.408.046.722.400,0.0,0.0091640949249267,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(40, 100, 40)",adaptive,500000.0,sgd +14.035.149.097.442.600,0.0,0.019407033920288,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(60, 20, 20)",adaptive,500000.0,sgd +1.669.039.487.838.740,0.0,0.0145220756530761,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(60, 20, 60)",adaptive,500000.0,sgd +0.6358640193939209,0.0,0.0095081329345703,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(60, 80, 80)",invscaling,500000.0,lbfgs +24.718.737.840.652.400,0.0,0.0124671459197998,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(60, 80, 100)",adaptive,500000.0,sgd +14.322.520.017.623.900,0.0,0.0106339454650878,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(80, 20, 80)",adaptive,500000.0,sgd +0.46672821044921875,0.0,0.0089409351348876,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(80, 40, 60)",invscaling,500000.0,lbfgs +0.44098496437072754,0.0,0.009444236755371,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(80, 40, 80)",adaptive,500000.0,lbfgs +12.234.924.077.987.600,0.0,0.0126960277557373,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(100, 20, 40)",constant,500000.0,sgd +2.169.677.424.430.840,0.0,0.0063591003417968,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(100, 100, 60)",constant,500000.0,sgd +20.587.101.221.084.500,0.0,0.0040750503540039,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7735849056603774,0.7735849056603774,0.0,2455,0.8390804597701149,0.8390804597701149,0.0,2487,0.9534883720930232,0.9534883720930232,0.0,2739,0.8541666666666667,0.8541666666666667,0.0,2650,MLPClassifier,,,,,,,relu,"(100, 100, 60)",adaptive,500000.0,sgd +0.0011529922485351562,0.0,0.0041191577911376,0.0,"{'criterion': 'gini', 'splitter': 'random'}",0.7843137254901961,0.7843137254901961,0.0,2,0.8390804597701149,0.8390804597701149,0.0,2,0.9302325581395348,0.9302325581395348,0.0,4,0.851063829787234,0.851063829787234,0.0,2,DecisionTreeClassifier,,,gini,random,,,,,,, +0.08821702003479004,0.0,0.0084218978881835,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,logistic,25,invscaling,500000.0,lbfgs +0.08572816848754883,0.0,0.0075058937072753,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,logistic,30,adaptive,500000.0,lbfgs +0.5200128555297852,0.0,0.0091831684112548,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,logistic,"(15, 30)",constant,500000.0,lbfgs +0.8459491729736328,0.0,0.0090279579162597,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,logistic,"(30, 90)",constant,500000.0,lbfgs +12.701.592.445.373.500,0.0,0.0108630657196044,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,logistic,"(75, 90)",adaptive,500000.0,lbfgs +15.480.577.945.709.200,0.0,0.0091550350189208,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,logistic,"(20, 40, 40)",invscaling,500000.0,lbfgs +17.208.001.613.616.900,0.0,0.0088560581207275,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,logistic,"(20, 60, 100)",constant,500000.0,lbfgs +27.028.322.219.848.600,0.0,0.0124287605285644,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,logistic,"(20, 80, 100)",adaptive,500000.0,lbfgs +12.257.039.546.966.500,0.0,0.009913682937622,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,logistic,"(20, 100, 60)",invscaling,500000.0,lbfgs +0.10925889015197754,0.0,0.0080311298370361,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,tanh,"(30, 15)",invscaling,500000.0,lbfgs +0.5073661804199219,0.0,0.0093660354614257,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,tanh,"(40, 80, 20)",invscaling,500000.0,lbfgs +0.2683699131011963,0.0,0.0127761363983154,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,tanh,"(60, 40, 40)",constant,500000.0,lbfgs +0.6013281345367432,0.0,0.0101041793823242,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,tanh,"(80, 100, 60)",invscaling,500000.0,lbfgs +0.4730219841003418,0.0,0.0097982883453369,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,tanh,"(100, 40, 20)",adaptive,500000.0,lbfgs +0.12288808822631836,0.0,0.006943941116333,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,relu,"(15, 45)",constant,500000.0,lbfgs +4.176.198.720.932.000,0.0,0.0073070526123046,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,relu,"(60, 60)",constant,500000.0,sgd +0.33057308197021484,0.0,0.0094301700592041,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,relu,"(20, 60, 40)",invscaling,500000.0,lbfgs +21.509.080.171.585.000,0.0,0.0088171958923339,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,relu,"(20, 100, 100)",constant,500000.0,sgd +0.719027042388916,0.0,0.011509895324707,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,relu,"(40, 80, 20)",adaptive,500000.0,lbfgs +0.28678011894226074,0.0,0.0112428665161132,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,relu,"(60, 40, 20)",adaptive,500000.0,lbfgs +0.5502579212188721,0.0,0.0097789764404296,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7843137254901961,0.7843137254901961,0.0,1946,0.8390804597701149,0.8390804597701149,0.0,2487,0.9302325581395348,0.9302325581395348,0.0,3215,0.851063829787234,0.851063829787234,0.0,2732,MLPClassifier,,,,,,,relu,"(80, 40, 80)",invscaling,500000.0,lbfgs +0.4533119201660156,0.0,0.0084571838378906,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7959183673469388,0.7959183673469388,0.0,1486,0.8390804597701149,0.8390804597701149,0.0,2487,0.9069767441860463,0.9069767441860463,0.0,3336,0.8478260869565216,0.8478260869565216,0.0,2813,MLPClassifier,,,,,,,logistic,"(45, 60)",invscaling,500000.0,lbfgs +137.678.861.618.042,0.0,0.0091898441314697,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7959183673469388,0.7959183673469388,0.0,1486,0.8390804597701149,0.8390804597701149,0.0,2487,0.9069767441860463,0.9069767441860463,0.0,3336,0.8478260869565216,0.8478260869565216,0.0,2813,MLPClassifier,,,,,,,logistic,"(20, 60, 100)",invscaling,500000.0,adam +3.311.034.917.831.420,0.0,0.0094718933105468,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7413793103448276,0.7413793103448276,0.0,3423,0.8275862068965517,0.8275862068965517,0.0,2749,1.0,1.0,0.0,1,0.8514851485148515,0.8514851485148515,0.0,2726,MLPClassifier,,,,,,,logistic,"(60, 100, 100)",constant,500000.0,lbfgs +11.822.569.370.269.700,0.0,0.0083661079406738,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7413793103448276,0.7413793103448276,0.0,3423,0.8275862068965517,0.8275862068965517,0.0,2749,1.0,1.0,0.0,1,0.8514851485148515,0.8514851485148515,0.0,2726,MLPClassifier,,,,,,,logistic,"(80, 20, 60)",constant,500000.0,lbfgs +0.3094041347503662,0.0,0.0121219158172607,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7413793103448276,0.7413793103448276,0.0,3423,0.8275862068965517,0.8275862068965517,0.0,2749,1.0,1.0,0.0,1,0.8514851485148515,0.8514851485148515,0.0,2726,MLPClassifier,,,,,,,tanh,"(20, 60, 60)",adaptive,500000.0,lbfgs +0.5505759716033936,0.0,0.0099070072174072,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7413793103448276,0.7413793103448276,0.0,3423,0.8275862068965517,0.8275862068965517,0.0,2749,1.0,1.0,0.0,1,0.8514851485148515,0.8514851485148515,0.0,2726,MLPClassifier,,,,,,,tanh,"(100, 80, 40)",adaptive,500000.0,lbfgs +3.245.408.058.166.500,0.0,0.007087230682373,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7413793103448276,0.7413793103448276,0.0,3423,0.8275862068965517,0.8275862068965517,0.0,2749,1.0,1.0,0.0,1,0.8514851485148515,0.8514851485148515,0.0,2726,MLPClassifier,,,,,,,relu,15,constant,500000.0,adam +1.819.662.094.116.210,0.0,0.009498119354248,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7413793103448276,0.7413793103448276,0.0,3423,0.8275862068965517,0.8275862068965517,0.0,2749,1.0,1.0,0.0,1,0.8514851485148515,0.8514851485148515,0.0,2726,MLPClassifier,,,,,,,relu,"(60, 80, 40)",constant,500000.0,sgd +0.16155314445495605,0.0,0.0073230266571044,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,65,invscaling,500000.0,lbfgs +0.4602499008178711,0.0,0.0082080364227294,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(30, 60)",constant,500000.0,lbfgs +0.6920640468597412,0.0,0.0080821514129638,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(45, 45)",invscaling,500000.0,lbfgs +0.5369138717651367,0.0,0.0083189010620117,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(45, 60)",adaptive,500000.0,lbfgs +0.9261198043823242,0.0,0.0093400478363037,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(60, 90)",adaptive,500000.0,lbfgs +0.617901086807251,0.0,0.0102081298828125,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(90, 45)",constant,500000.0,lbfgs +0.942255973815918,0.0,0.0087392330169677,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(20, 60, 40)",invscaling,500000.0,lbfgs +14.953.753.232.955.900,0.0,0.0084328651428222,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(20, 60, 40)",adaptive,500000.0,adam +0.7995808124542236,0.0,0.0116221904754638,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(40, 60, 20)",constant,500000.0,lbfgs +16.089.153.289.794.900,0.0,0.0108239650726318,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(40, 100, 40)",constant,500000.0,lbfgs +37.359.533.309.936.500,0.0,0.0090587139129638,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(60, 100, 40)",invscaling,500000.0,lbfgs +3.043.114.185.333.250,0.0,0.0100200176239013,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(60, 100, 100)",adaptive,500000.0,lbfgs +20.392.849.445.343.000,0.0,0.0082471370697021,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(80, 20, 80)",constant,500000.0,lbfgs +12.305.541.038.513.100,0.0,0.0091211795806884,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(80, 40, 40)",invscaling,500000.0,lbfgs +1.611.262.321.472.160,0.0,0.0127968788146972,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(80, 40, 80)",invscaling,500000.0,lbfgs +13.808.679.580.688.400,0.0,0.0087649822235107,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(80, 60, 20)",constant,500000.0,lbfgs +20.108.108.520.507.800,0.0,0.011660099029541,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(80, 100, 40)",adaptive,500000.0,lbfgs +30.225.558.280.944.800,0.0,0.0112330913543701,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,logistic,"(100, 80, 20)",adaptive,500000.0,lbfgs +0.18594121932983398,0.0,0.0094740390777587,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,5,constant,500000.0,lbfgs +0.7804539203643799,0.0,0.0075249671936035,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,5,invscaling,500000.0,lbfgs +3.208.454.132.080.070,0.0,0.0071818828582763,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,10,invscaling,500000.0,adam +35.687.057.971.954.300,0.0,0.0077102184295654,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,35,adaptive,500000.0,adam +0.09303689002990723,0.0,0.0081751346588134,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,80,adaptive,500000.0,lbfgs +0.13365387916564941,0.0,0.0102431774139404,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,95,invscaling,500000.0,lbfgs +3.332.252.025.604.240,0.0,0.0087580680847167,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(15, 45)",invscaling,500000.0,adam +4.551.542.043.685.910,0.0,0.0119380950927734,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(15, 90)",constant,500000.0,adam +0.2611420154571533,0.0,0.0081298351287841,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(30, 90)",constant,500000.0,lbfgs +0.2442491054534912,0.0,0.0088748931884765,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(30, 90)",invscaling,500000.0,lbfgs +0.2682058811187744,0.0,0.0087261199951171,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(30, 90)",adaptive,500000.0,lbfgs +0.16636085510253906,0.0,0.0083069801330566,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(60, 30)",constant,500000.0,lbfgs +3.307.682.991.027.830,0.0,0.0083789825439453,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(20, 60, 20)",constant,500000.0,adam +0.5643188953399658,0.0,0.0091311931610107,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(20, 60, 100)",constant,500000.0,lbfgs +41.939.661.502.838.100,0.0,0.0097720623016357,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(20, 100, 60)",invscaling,500000.0,adam +0.5930602550506592,0.0,0.009523868560791,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(20, 100, 80)",constant,500000.0,lbfgs +0.18787407875061035,0.0,0.0126581192016601,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(40, 20, 80)",constant,500000.0,lbfgs +0.4757559299468994,0.0,0.009706974029541,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(40, 80, 40)",invscaling,500000.0,lbfgs +0.5973391532897949,0.0,0.0106420516967773,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(40, 100, 80)",adaptive,500000.0,lbfgs +0.4695549011230469,0.0,0.0092709064483642,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(60, 20, 60)",constant,500000.0,lbfgs +0.5542409420013428,0.0,0.0096449851989746,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(60, 100, 60)",constant,500000.0,lbfgs +0.4108772277832031,0.0,0.0092859268188476,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(80, 60, 20)",constant,500000.0,lbfgs +0.5329091548919678,0.0,0.0092411041259765,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(80, 60, 100)",adaptive,500000.0,lbfgs +0.6805570125579834,0.0,0.0095269680023193,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(80, 80, 100)",invscaling,500000.0,lbfgs +0.4168839454650879,0.0,0.0097017288208007,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(100, 60, 40)",invscaling,500000.0,lbfgs +0.7406420707702637,0.0,0.0102143287658691,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,tanh,"(100, 100, 20)",invscaling,500000.0,lbfgs +0.10563874244689941,0.0,0.0069761276245117,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,40,constant,500000.0,lbfgs +0.3978850841522217,0.0,0.00785493850708,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,"(15, 90)",invscaling,500000.0,lbfgs +0.25534892082214355,0.0,0.0079500675201416,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,"(20, 40, 40)",constant,500000.0,lbfgs +0.3241438865661621,0.0,0.0106050968170166,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,"(20, 60, 40)",adaptive,500000.0,lbfgs +1.385.404.086.112.970,0.0,0.0092170238494873,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,"(20, 100, 20)",constant,500000.0,sgd +0.49468326568603516,0.0,0.0088880062103271,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,"(20, 100, 60)",adaptive,500000.0,lbfgs +0.7798881530761719,0.0,0.0118541717529296,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,"(20, 100, 80)",constant,500000.0,lbfgs +1.415.076.994.895.930,0.0,0.008556842803955,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,"(40, 20, 60)",adaptive,500000.0,sgd +0.5369141101837158,0.0,0.0084691047668457,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,"(40, 40, 60)",adaptive,500000.0,lbfgs +15.199.219.226.837.100,0.0,0.0110297203063964,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,"(40, 80, 20)",adaptive,500000.0,sgd +0.3520348072052002,0.0,0.0106902122497558,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,"(60, 20, 40)",invscaling,500000.0,lbfgs +1.467.433.214.187.620,0.0,0.0087838172912597,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,"(60, 60, 20)",adaptive,500000.0,sgd +18.840.993.881.225.500,0.0,0.0093312263488769,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,"(60, 60, 60)",constant,500000.0,sgd +1.971.344.518.661.490,0.0,0.012233018875122,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,"(60, 80, 60)",constant,500000.0,sgd +21.537.333.011.627.100,0.0,0.0098049640655517,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,"(60, 80, 80)",adaptive,500000.0,sgd +16.053.010.940.551.700,0.0,0.0098590850830078,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.8275862068965517,0.8275862068965517,0.0,2749,0.9767441860465116,0.9767441860465116,0.0,1284,0.8484848484848485,0.8484848484848485,0.0,2753,MLPClassifier,,,,,,,relu,"(80, 60, 40)",adaptive,500000.0,sgd +0.13289618492126465,0.0,0.0073230266571044,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,25,constant,500000.0,lbfgs +0.13309502601623535,0.0,0.0148637294769287,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,40,adaptive,500000.0,lbfgs +0.25336503982543945,0.0,0.007502794265747,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(15, 45)",invscaling,500000.0,lbfgs +0.3635239601135254,0.0,0.0111050605773925,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(30, 45)",adaptive,500000.0,lbfgs +0.2947530746459961,0.0,0.0079820156097412,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(45, 30)",invscaling,500000.0,lbfgs +0.33480286598205566,0.0,0.0082790851593017,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(60, 30)",constant,500000.0,lbfgs +0.6879177093505859,0.0,0.0108883380889892,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(90, 30)",invscaling,500000.0,lbfgs +0.9322071075439453,0.0,0.0102410316467285,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(20, 20, 20)",adaptive,500000.0,lbfgs +0.6257851123809814,0.0,0.0128567218780517,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(20, 20, 40)",constant,500000.0,lbfgs +1.190.699.577.331.540,0.0,0.0080921649932861,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(20, 20, 60)",invscaling,500000.0,lbfgs +2.598.424.196.243.280,0.0,0.0098328590393066,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(20, 60, 100)",adaptive,500000.0,lbfgs +12.737.369.537.353.500,0.0,0.0087051391601562,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(40, 40, 20)",adaptive,500000.0,lbfgs +20.769.188.165.664.600,0.0,0.0102388858795166,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(40, 80, 20)",invscaling,500000.0,adam +2.886.458.158.493.040,0.0,0.0092499256134033,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(40, 100, 20)",adaptive,500000.0,lbfgs +3.316.293.239.593.500,0.0,0.0100517272949218,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(40, 100, 80)",invscaling,500000.0,lbfgs +2.221.982.955.932.610,0.0,0.0106480121612548,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(60, 20, 40)",constant,500000.0,lbfgs +13.250.501.155.853.200,0.0,0.0085737705230712,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(60, 40, 40)",constant,500000.0,lbfgs +18.109.188.079.833.900,0.0,0.0083479881286621,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(60, 80, 20)",constant,500000.0,lbfgs +1.400.871.992.111.200,0.0,0.0112810134887695,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(80, 60, 40)",constant,500000.0,lbfgs +24.748.218.059.539.700,0.0,0.0091242790222167,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(80, 60, 60)",constant,500000.0,lbfgs +31.708.061.695.098.800,0.0,0.0115249156951904,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(80, 80, 20)",adaptive,500000.0,lbfgs +20.188.188.552.856.400,0.0,0.0092661380767822,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(80, 80, 60)",adaptive,500000.0,lbfgs +265.531.325.340.271,0.0,0.0099000930786132,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,logistic,"(100, 100, 20)",invscaling,500000.0,lbfgs +1.979.403.018.951.410,0.0,0.006915807723999,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,5,invscaling,500000.0,adam +0.3546428680419922,0.0,0.0082271099090576,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,"(45, 15)",invscaling,500000.0,lbfgs +0.1871318817138672,0.0,0.0080997943878173,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,"(60, 45)",adaptive,500000.0,lbfgs +0.21542096138000488,0.0,0.0083541870117187,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,"(75, 60)",invscaling,500000.0,lbfgs +0.2083570957183838,0.0,0.0089757442474365,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,"(20, 20, 100)",invscaling,500000.0,lbfgs +0.571868896484375,0.0,0.0119800567626953,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,"(20, 80, 80)",constant,500000.0,lbfgs +0.4175071716308594,0.0,0.0094568729400634,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,"(40, 80, 20)",adaptive,500000.0,lbfgs +0.4903402328491211,0.0,0.0095958709716796,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,"(40, 80, 40)",constant,500000.0,lbfgs +0.31316399574279785,0.0,0.0091140270233154,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,"(60, 20, 20)",adaptive,500000.0,lbfgs +0.3777730464935303,0.0,0.0123212337493896,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,"(60, 40, 60)",adaptive,500000.0,lbfgs +0.477078914642334,0.0,0.0128602981567382,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,"(60, 40, 100)",adaptive,500000.0,lbfgs +0.42262721061706543,0.0,0.0094027519226074,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,"(80, 20, 20)",constant,500000.0,lbfgs +0.2721579074859619,0.0,0.0092790126800537,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,"(80, 20, 60)",constant,500000.0,lbfgs +0.32858896255493164,0.0,0.0097770690917968,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,"(80, 40, 20)",constant,500000.0,lbfgs +0.5036869049072266,0.0,0.0107738971710205,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,"(80, 80, 40)",adaptive,500000.0,lbfgs +0.35257506370544434,0.0,0.009253978729248,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,tanh,"(100, 20, 100)",invscaling,500000.0,lbfgs +29.884.729.385.375.900,0.0,0.0093069076538085,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,55,constant,500000.0,adam +0.11915111541748047,0.0,0.0097758769989013,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,95,adaptive,500000.0,lbfgs +0.15395808219909668,0.0,0.0080828666687011,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(45, 15)",invscaling,500000.0,lbfgs +65.595.598.220.825.100,0.0,0.0088770389556884,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(75, 45)",adaptive,500000.0,sgd +5.912.209.987.640.380,0.0,0.0079090595245361,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(90, 75)",constant,500000.0,sgd +1.436.384.916.305.540,0.0,0.0084631443023681,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(20, 20, 40)",adaptive,500000.0,adam +2.080.153.226.852.410,0.0,0.0122377872467041,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(20, 40, 80)",constant,500000.0,adam +0.6594960689544678,0.0,0.0095407962799072,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(20, 80, 100)",constant,500000.0,lbfgs +13.622.452.020.645.100,0.0,0.008519172668457,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(40, 40, 40)",adaptive,500000.0,sgd +17.833.264.350.891.100,0.0,0.0100748538970947,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(40, 40, 100)",constant,500000.0,sgd +18.620.598.077.774.000,0.0,0.0087637901306152,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(40, 40, 100)",adaptive,500000.0,sgd +21.796.226.024.627.600,0.0,0.0160520076751709,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(40, 100, 20)",constant,500000.0,sgd +26.841.965.913.772.500,0.0,0.0142242908477783,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(40, 100, 60)",constant,500000.0,sgd +15.205.202.102.661.100,0.0,0.0078978538513183,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(60, 20, 80)",adaptive,500000.0,sgd +21.823.374.032.974.200,0.0,0.009099006652832,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(60, 100, 60)",adaptive,500000.0,sgd +0.48130106925964355,0.0,0.0095758438110351,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(80, 20, 20)",constant,500000.0,lbfgs +16.350.155.115.127.500,0.0,0.0091199874877929,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(80, 40, 40)",adaptive,500000.0,sgd +0.8062319755554199,0.0,0.0098209381103515,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(100, 80, 20)",invscaling,500000.0,lbfgs +0.8491547107696533,0.0,0.0102231502532958,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7592592592592593,0.7592592592592593,0.0,2821,0.8275862068965517,0.8275862068965517,0.0,2749,0.9534883720930232,0.9534883720930232,0.0,2739,0.845360824742268,0.845360824742268,0.0,2815,MLPClassifier,,,,,,,relu,"(100, 80, 100)",invscaling,500000.0,lbfgs +0.28305721282958984,0.0,0.0100626945495605,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7692307692307693,0.7692307692307693,0.0,2531,0.8275862068965517,0.8275862068965517,0.0,2749,0.9302325581395348,0.9302325581395348,0.0,3215,0.8421052631578948,0.8421052631578948,0.0,2875,MLPClassifier,,,,,,,logistic,5,invscaling,500000.0,lbfgs +12.140.800.952.911.300,0.0,0.0085129737854003,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7692307692307693,0.7692307692307693,0.0,2531,0.8275862068965517,0.8275862068965517,0.0,2749,0.9302325581395348,0.9302325581395348,0.0,3215,0.8421052631578948,0.8421052631578948,0.0,2875,MLPClassifier,,,,,,,logistic,"(40, 80, 20)",constant,500000.0,lbfgs +0.9105470180511475,0.0,0.0103859901428222,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7692307692307693,0.7692307692307693,0.0,2531,0.8275862068965517,0.8275862068965517,0.0,2749,0.9302325581395348,0.9302325581395348,0.0,3215,0.8421052631578948,0.8421052631578948,0.0,2875,MLPClassifier,,,,,,,logistic,"(60, 40, 60)",constant,500000.0,lbfgs +0.7965619564056396,0.0,0.0089328289031982,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7692307692307693,0.7692307692307693,0.0,2531,0.8275862068965517,0.8275862068965517,0.0,2749,0.9302325581395348,0.9302325581395348,0.0,3215,0.8421052631578948,0.8421052631578948,0.0,2875,MLPClassifier,,,,,,,logistic,"(60, 60, 20)",invscaling,500000.0,lbfgs +37.899.091.243.743.800,0.0,0.0093269348144531,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7692307692307693,0.7692307692307693,0.0,2531,0.8275862068965517,0.8275862068965517,0.0,2749,0.9302325581395348,0.9302325581395348,0.0,3215,0.8421052631578948,0.8421052631578948,0.0,2875,MLPClassifier,,,,,,,logistic,"(80, 20, 100)",constant,500000.0,lbfgs +2.064.541.816.711.420,0.0,0.0098512172698974,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7692307692307693,0.7692307692307693,0.0,2531,0.8275862068965517,0.8275862068965517,0.0,2749,0.9302325581395348,0.9302325581395348,0.0,3215,0.8421052631578948,0.8421052631578948,0.0,2875,MLPClassifier,,,,,,,logistic,"(80, 60, 80)",invscaling,500000.0,lbfgs +3.247.725.009.918.210,0.0,0.009113073348999,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7692307692307693,0.7692307692307693,0.0,2531,0.8275862068965517,0.8275862068965517,0.0,2749,0.9302325581395348,0.9302325581395348,0.0,3215,0.8421052631578948,0.8421052631578948,0.0,2875,MLPClassifier,,,,,,,logistic,"(80, 100, 100)",invscaling,500000.0,lbfgs +4.662.409.782.409.660,0.0,0.0080692768096923,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7692307692307693,0.7692307692307693,0.0,2531,0.8275862068965517,0.8275862068965517,0.0,2749,0.9302325581395348,0.9302325581395348,0.0,3215,0.8421052631578948,0.8421052631578948,0.0,2875,MLPClassifier,,,,,,,logistic,"(100, 100, 100)",invscaling,500000.0,lbfgs +0.25576305389404297,0.0,0.0088477134704589,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7692307692307693,0.7692307692307693,0.0,2531,0.8275862068965517,0.8275862068965517,0.0,2749,0.9302325581395348,0.9302325581395348,0.0,3215,0.8421052631578948,0.8421052631578948,0.0,2875,MLPClassifier,,,,,,,tanh,"(90, 30)",invscaling,500000.0,lbfgs +0.4852488040924072,0.0,0.0099811553955078,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7692307692307693,0.7692307692307693,0.0,2531,0.8275862068965517,0.8275862068965517,0.0,2749,0.9302325581395348,0.9302325581395348,0.0,3215,0.8421052631578948,0.8421052631578948,0.0,2875,MLPClassifier,,,,,,,tanh,"(80, 80, 40)",constant,500000.0,lbfgs +0.41785192489624023,0.0,0.0100781917572021,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7692307692307693,0.7692307692307693,0.0,2531,0.8275862068965517,0.8275862068965517,0.0,2749,0.9302325581395348,0.9302325581395348,0.0,3215,0.8421052631578948,0.8421052631578948,0.0,2875,MLPClassifier,,,,,,,tanh,"(100, 60, 40)",constant,500000.0,lbfgs +32.083.590.030.670.100,0.0,0.0065028667449951,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7692307692307693,0.7692307692307693,0.0,2531,0.8275862068965517,0.8275862068965517,0.0,2749,0.9302325581395348,0.9302325581395348,0.0,3215,0.8421052631578948,0.8421052631578948,0.0,2875,MLPClassifier,,,,,,,relu,15,adaptive,500000.0,adam +443.254.280.090.332,0.0,0.0088770389556884,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7692307692307693,0.7692307692307693,0.0,2531,0.8275862068965517,0.8275862068965517,0.0,2749,0.9302325581395348,0.9302325581395348,0.0,3215,0.8421052631578948,0.8421052631578948,0.0,2875,MLPClassifier,,,,,,,relu,"(75, 60)",constant,500000.0,sgd +0.6668908596038818,0.0,0.0088560581207275,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.78,0.78,0.0,2168,0.8275862068965517,0.8275862068965517,0.0,2749,0.9069767441860463,0.9069767441860463,0.0,3336,0.8387096774193548,0.8387096774193548,0.0,2911,MLPClassifier,,,,,,,logistic,"(75, 45)",constant,500000.0,lbfgs +0.7804911136627197,0.0,0.0115189552307128,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7288135593220338,0.7288135593220338,0.0,4622,0.8160919540229885,0.8160919540229885,0.0,2887,1.0,1.0,0.0,1,0.8431372549019608,0.8431372549019608,0.0,2873,MLPClassifier,,,,,,,tanh,"(60, 100, 100)",constant,500000.0,lbfgs +0.6931102275848389,0.0,0.0148289203643798,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7288135593220338,0.7288135593220338,0.0,4622,0.8160919540229885,0.8160919540229885,0.0,2887,1.0,1.0,0.0,1,0.8431372549019608,0.8431372549019608,0.0,2873,MLPClassifier,,,,,,,tanh,"(100, 100, 40)",adaptive,500000.0,lbfgs +0.001219034194946289,0.0,0.0041480064392089,0.0,"{'criterion': 'entropy', 'splitter': 'random'}",0.7368421052631579,0.7368421052631579,0.0,4,0.8160919540229885,0.8160919540229885,0.0,3,0.9767441860465116,0.9767441860465116,0.0,1,0.8399999999999999,0.8399999999999999,0.0,3,DecisionTreeClassifier,,,entropy,random,,,,,,, +0.13333988189697266,0.0,0.0078420639038085,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,logistic,15,adaptive,500000.0,lbfgs +0.30082201957702637,0.0,0.0104050636291503,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,logistic,"(30, 45)",constant,500000.0,lbfgs +0.6370859146118164,0.0,0.0092091560363769,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,logistic,"(60, 75)",invscaling,500000.0,lbfgs +0.7705638408660889,0.0,0.0087471008300781,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,logistic,"(20, 60, 20)",adaptive,500000.0,lbfgs +25.395.848.751.068.100,0.0,0.0105669498443603,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,logistic,"(40, 80, 100)",constant,500000.0,lbfgs +2.204.617.977.142.330,0.0,0.008699893951416,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,logistic,"(40, 100, 20)",constant,500000.0,lbfgs +2.623.371.124.267.570,0.0,0.0103380680084228,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,logistic,"(40, 100, 100)",adaptive,500000.0,lbfgs +28.049.111.366.271.900,0.0,0.0091228485107421,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,logistic,"(60, 80, 40)",adaptive,500000.0,lbfgs +35.157.108.306.884.700,0.0,0.0089731216430664,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,logistic,"(100, 40, 60)",constant,500000.0,lbfgs +4.640.748.023.986.810,0.0,0.0098228454589843,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,logistic,"(100, 80, 80)",invscaling,500000.0,lbfgs +0.08828186988830566,0.0,0.0072770118713378,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,tanh,15,constant,500000.0,lbfgs +0.06678915023803711,0.0,0.0097239017486572,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,tanh,50,constant,500000.0,lbfgs +0.14612698554992676,0.0,0.0080389976501464,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,tanh,"(30, 60)",invscaling,500000.0,lbfgs +0.35909295082092285,0.0,0.0107820034027099,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,tanh,"(20, 80, 20)",adaptive,500000.0,lbfgs +0.5323491096496582,0.0,0.0092389583587646,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,tanh,"(20, 80, 80)",adaptive,500000.0,lbfgs +0.6445858478546143,0.0,0.0107152462005615,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,tanh,"(20, 100, 80)",invscaling,500000.0,lbfgs +0.1890411376953125,0.0,0.0085220336914062,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,tanh,"(40, 40, 40)",invscaling,500000.0,lbfgs +0.43277788162231445,0.0,0.0090599060058593,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,tanh,"(40, 100, 40)",invscaling,500000.0,lbfgs +0.5275859832763672,0.0,0.0165309906005859,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,tanh,"(100, 80, 20)",invscaling,500000.0,lbfgs +12.522.846.937.179.500,0.0,0.0111970901489257,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,relu,"(20, 20, 60)",constant,500000.0,sgd +0.4400339126586914,0.0,0.009902000427246,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,relu,"(20, 80, 80)",constant,500000.0,lbfgs +16.551.514.148.712.100,0.0,0.0088918209075927,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,relu,"(40, 40, 80)",constant,500000.0,sgd +2.998.601.794.242.850,0.0,0.009484052658081,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7368421052631579,0.7368421052631579,0.0,3650,0.8160919540229885,0.8160919540229885,0.0,2887,0.9767441860465116,0.9767441860465116,0.0,1284,0.8399999999999999,0.8399999999999999,0.0,2888,MLPClassifier,,,,,,,relu,"(40, 100, 100)",adaptive,500000.0,sgd +0.0023038387298583984,0.0,0.0041570663452148,0.0,"{'criterion': 'entropy', 'splitter': 'best'}",0.7454545454545455,0.7454545454545455,0.0,3,0.8160919540229885,0.8160919540229885,0.0,3,0.9534883720930232,0.9534883720930232,0.0,2,0.8367346938775511,0.8367346938775511,0.0,4,DecisionTreeClassifier,,,entropy,best,,,,,,, +0.14829516410827637,0.0,0.0074520111083984,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,logistic,10,adaptive,500000.0,lbfgs +0.3586721420288086,0.0,0.0079638957977294,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,logistic,"(15, 15)",adaptive,500000.0,lbfgs +12.512.731.552.124.000,0.0,0.0092716217041015,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,logistic,"(15, 30)",adaptive,500000.0,lbfgs +0.9684641361236572,0.0,0.0091540813446044,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,logistic,"(20, 60, 80)",adaptive,500000.0,lbfgs +17.298.471.927.642.800,0.0,0.0117778778076171,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,logistic,"(20, 100, 40)",adaptive,500000.0,lbfgs +25.949.063.301.086.400,0.0,0.0079269409179687,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,logistic,"(40, 20, 20)",adaptive,500000.0,lbfgs +2.250.562.906.265.250,0.0,0.008894920349121,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,logistic,"(60, 80, 40)",constant,500000.0,lbfgs +12.164.208.889.007.500,0.0,0.0083832740783691,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,logistic,"(80, 20, 60)",adaptive,500000.0,lbfgs +1.941.678.762.435.910,0.0,0.0107560157775878,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,logistic,"(80, 80, 80)",constant,500000.0,lbfgs +21.961.312.294.006.300,0.0,0.0094006061553955,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,logistic,"(100, 20, 60)",constant,500000.0,lbfgs +0.15287303924560547,0.0,0.0071380138397216,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,tanh,10,adaptive,500000.0,lbfgs +0.2336440086364746,0.0,0.0085120201110839,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,tanh,"(20, 40, 60)",adaptive,500000.0,lbfgs +0.17625188827514648,0.0,0.0085530281066894,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,tanh,"(40, 20, 20)",adaptive,500000.0,lbfgs +0.39894914627075195,0.0,0.0179331302642822,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,tanh,"(60, 80, 20)",adaptive,500000.0,lbfgs +0.26891589164733887,0.0,0.0095791816711425,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,tanh,"(100, 20, 20)",adaptive,500000.0,lbfgs +0.2671821117401123,0.0,0.0095911026000976,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,tanh,"(100, 20, 40)",constant,500000.0,lbfgs +0.7405638694763184,0.0,0.0100810527801513,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,tanh,"(100, 60, 80)",adaptive,500000.0,lbfgs +0.8348486423492432,0.0,0.0142152309417724,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,tanh,"(100, 100, 80)",adaptive,500000.0,lbfgs +0.10507917404174805,0.0,0.0088090896606445,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,relu,35,invscaling,500000.0,lbfgs +33.724.400.997.161.800,0.0,0.0082581043243408,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,relu,"(60, 15)",constant,500000.0,sgd +50.660.481.452.941.800,0.0,0.0085020065307617,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,relu,"(60, 75)",constant,500000.0,sgd +4.144.567.012.786.860,0.0,0.0083861351013183,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,relu,"(75, 15)",adaptive,500000.0,sgd +4.417.115.926.742.550,0.0,0.0088958740234375,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,relu,"(90, 30)",constant,500000.0,sgd +0.36279821395874023,0.0,0.0086269378662109,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,relu,"(20, 80, 20)",constant,500000.0,lbfgs +0.45888304710388184,0.0,0.0108001232147216,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,relu,"(20, 100, 20)",invscaling,500000.0,lbfgs +13.093.292.236.328.100,0.0,0.0089128017425537,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,relu,"(40, 20, 80)",constant,500000.0,sgd +13.312.909.126.281.700,0.0,0.0149188041687011,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,relu,"(60, 40, 40)",adaptive,500000.0,sgd +12.764.919.996.261.500,0.0,0.0134379863739013,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7454545454545455,0.7454545454545455,0.0,3138,0.8160919540229885,0.8160919540229885,0.0,2887,0.9534883720930232,0.9534883720930232,0.0,2739,0.8367346938775511,0.8367346938775511,0.0,2912,MLPClassifier,,,,,,,relu,"(80, 20, 40)",adaptive,500000.0,sgd +0.3785688877105713,0.0,0.0087630748748779,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7547169811320755,0.7547169811320755,0.0,2907,0.8160919540229885,0.8160919540229885,0.0,2887,0.9302325581395348,0.9302325581395348,0.0,3215,0.8333333333333334,0.8333333333333334,0.0,2940,MLPClassifier,,,,,,,logistic,"(30, 75)",adaptive,500000.0,lbfgs +15.010.721.683.502.100,0.0,0.0089428424835205,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7547169811320755,0.7547169811320755,0.0,2907,0.8160919540229885,0.8160919540229885,0.0,2887,0.9302325581395348,0.9302325581395348,0.0,3215,0.8333333333333334,0.8333333333333334,0.0,2940,MLPClassifier,,,,,,,logistic,"(20, 80, 60)",constant,500000.0,lbfgs +1.598.134.994.506.830,0.0,0.0088238716125488,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7547169811320755,0.7547169811320755,0.0,2907,0.8160919540229885,0.8160919540229885,0.0,2887,0.9302325581395348,0.9302325581395348,0.0,3215,0.8333333333333334,0.8333333333333334,0.0,2940,MLPClassifier,,,,,,,logistic,"(40, 40, 100)",adaptive,500000.0,lbfgs +35.663.280.487.060.500,0.0,0.0090630054473876,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7547169811320755,0.7547169811320755,0.0,2907,0.8160919540229885,0.8160919540229885,0.0,2887,0.9302325581395348,0.9302325581395348,0.0,3215,0.8333333333333334,0.8333333333333334,0.0,2940,MLPClassifier,,,,,,,logistic,"(60, 40, 100)",invscaling,500000.0,lbfgs +11.807.241.439.819.300,0.0,0.0101127624511718,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7547169811320755,0.7547169811320755,0.0,2907,0.8160919540229885,0.8160919540229885,0.0,2887,0.9302325581395348,0.9302325581395348,0.0,3215,0.8333333333333334,0.8333333333333334,0.0,2940,MLPClassifier,,,,,,,logistic,"(100, 20, 80)",invscaling,500000.0,lbfgs +32.592.899.799.346.900,0.0,0.0110459327697753,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7547169811320755,0.7547169811320755,0.0,2907,0.8160919540229885,0.8160919540229885,0.0,2887,0.9302325581395348,0.9302325581395348,0.0,3215,0.8333333333333334,0.8333333333333334,0.0,2940,MLPClassifier,,,,,,,logistic,"(100, 60, 100)",invscaling,500000.0,lbfgs +0.319490909576416,0.0,0.0089912414550781,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7547169811320755,0.7547169811320755,0.0,2907,0.8160919540229885,0.8160919540229885,0.0,2887,0.9302325581395348,0.9302325581395348,0.0,3215,0.8333333333333334,0.8333333333333334,0.0,2940,MLPClassifier,,,,,,,tanh,"(100, 20, 40)",adaptive,500000.0,lbfgs +490.149.998.664.856,0.0,0.0090668201446533,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7547169811320755,0.7547169811320755,0.0,2907,0.8160919540229885,0.8160919540229885,0.0,2887,0.9302325581395348,0.9302325581395348,0.0,3215,0.8333333333333334,0.8333333333333334,0.0,2940,MLPClassifier,,,,,,,relu,"(60, 30)",constant,500000.0,sgd +3.606.779.098.510.740,0.0,0.0083868503570556,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7547169811320755,0.7547169811320755,0.0,2907,0.8160919540229885,0.8160919540229885,0.0,2887,0.9302325581395348,0.9302325581395348,0.0,3215,0.8333333333333334,0.8333333333333334,0.0,2940,MLPClassifier,,,,,,,relu,"(60, 45)",constant,500000.0,sgd +6.635.804.891.586.300,0.0,0.0090360641479492,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7547169811320755,0.7547169811320755,0.0,2907,0.8160919540229885,0.8160919540229885,0.0,2887,0.9302325581395348,0.9302325581395348,0.0,3215,0.8333333333333334,0.8333333333333334,0.0,2940,MLPClassifier,,,,,,,relu,"(75, 90)",adaptive,500000.0,sgd +2.701.693.058.013.910,0.0,0.0096619129180908,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7647058823529411,0.7647058823529411,0.0,2637,0.8160919540229885,0.8160919540229885,0.0,2887,0.9069767441860463,0.9069767441860463,0.0,3336,0.8297872340425532,0.8297872340425532,0.0,2953,MLPClassifier,,,,,,,logistic,"(80, 100, 40)",invscaling,500000.0,lbfgs +3.955.773.115.158.080,0.0,0.0090110301971435,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7647058823529411,0.7647058823529411,0.0,2637,0.8160919540229885,0.8160919540229885,0.0,2887,0.9069767441860463,0.9069767441860463,0.0,3336,0.8297872340425532,0.8297872340425532,0.0,2953,MLPClassifier,,,,,,,logistic,"(100, 100, 100)",adaptive,500000.0,lbfgs +0.17839717864990234,0.0,0.0079519748687744,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7241379310344828,0.7241379310344828,0.0,4681,0.8045977011494253,0.8045977011494253,0.0,2952,0.9767441860465116,0.9767441860465116,0.0,1284,0.8316831683168318,0.8316831683168318,0.0,2950,MLPClassifier,,,,,,,tanh,10,constant,500000.0,lbfgs +0.20963001251220703,0.0,0.0105359554290771,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7241379310344828,0.7241379310344828,0.0,4681,0.8045977011494253,0.8045977011494253,0.0,2952,0.9767441860465116,0.9767441860465116,0.0,1284,0.8316831683168318,0.8316831683168318,0.0,2950,MLPClassifier,,,,,,,tanh,"(20, 40, 40)",adaptive,500000.0,lbfgs +0.20206117630004883,0.0,0.0085318088531494,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7241379310344828,0.7241379310344828,0.0,4681,0.8045977011494253,0.8045977011494253,0.0,2952,0.9767441860465116,0.9767441860465116,0.0,1284,0.8316831683168318,0.8316831683168318,0.0,2950,MLPClassifier,,,,,,,tanh,"(20, 60, 40)",constant,500000.0,lbfgs +0.43166589736938477,0.0,0.0076289176940917,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7321428571428571,0.7321428571428571,0.0,3854,0.8045977011494253,0.8045977011494253,0.0,2952,0.9534883720930232,0.9534883720930232,0.0,2739,0.8282828282828282,0.8282828282828282,0.0,2955,MLPClassifier,,,,,,,logistic,5,adaptive,500000.0,lbfgs +0.9012129306793213,0.0,0.0101203918457031,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7321428571428571,0.7321428571428571,0.0,3854,0.8045977011494253,0.8045977011494253,0.0,2952,0.9534883720930232,0.9534883720930232,0.0,2739,0.8282828282828282,0.8282828282828282,0.0,2955,MLPClassifier,,,,,,,logistic,"(40, 40, 80)",invscaling,500000.0,lbfgs +11.535.990.238.189.600,0.0,0.008509874343872,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7321428571428571,0.7321428571428571,0.0,3854,0.8045977011494253,0.8045977011494253,0.0,2952,0.9534883720930232,0.9534883720930232,0.0,2739,0.8282828282828282,0.8282828282828282,0.0,2955,MLPClassifier,,,,,,,logistic,"(40, 60, 40)",constant,500000.0,lbfgs +29.871.649.742.126.400,0.0,0.0104091167449951,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7321428571428571,0.7321428571428571,0.0,3854,0.8045977011494253,0.8045977011494253,0.0,2952,0.9534883720930232,0.9534883720930232,0.0,2739,0.8282828282828282,0.8282828282828282,0.0,2955,MLPClassifier,,,,,,,logistic,"(100, 100, 80)",constant,500000.0,lbfgs +0.3256211280822754,0.0,0.0086781978607177,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7321428571428571,0.7321428571428571,0.0,3854,0.8045977011494253,0.8045977011494253,0.0,2952,0.9534883720930232,0.9534883720930232,0.0,2739,0.8282828282828282,0.8282828282828282,0.0,2955,MLPClassifier,,,,,,,tanh,"(40, 20, 100)",invscaling,500000.0,lbfgs +0.09296989440917969,0.0,0.0072309970855712,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7321428571428571,0.7321428571428571,0.0,3854,0.8045977011494253,0.8045977011494253,0.0,2952,0.9534883720930232,0.9534883720930232,0.0,2739,0.8282828282828282,0.8282828282828282,0.0,2955,MLPClassifier,,,,,,,relu,25,adaptive,500000.0,lbfgs +585.508.918.762.207,0.0,0.0096259117126464,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7321428571428571,0.7321428571428571,0.0,3854,0.8045977011494253,0.8045977011494253,0.0,2952,0.9534883720930232,0.9534883720930232,0.0,2739,0.8282828282828282,0.8282828282828282,0.0,2955,MLPClassifier,,,,,,,relu,"(75, 60)",adaptive,500000.0,sgd +6.078.080.892.562.860,0.0,0.0090129375457763,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7321428571428571,0.7321428571428571,0.0,3854,0.8045977011494253,0.8045977011494253,0.0,2952,0.9534883720930232,0.9534883720930232,0.0,2739,0.8282828282828282,0.8282828282828282,0.0,2955,MLPClassifier,,,,,,,relu,"(90, 75)",adaptive,500000.0,sgd +1.123.487.949.371.330,0.0,0.0085949897766113,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7407407407407407,0.7407407407407407,0.0,3429,0.8045977011494253,0.8045977011494253,0.0,2952,0.9302325581395348,0.9302325581395348,0.0,3215,0.8247422680412371,0.8247422680412371,0.0,2964,MLPClassifier,,,,,,,logistic,"(20, 20, 100)",adaptive,500000.0,lbfgs +21.971.688.270.568.800,0.0,0.0090658664703369,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7407407407407407,0.7407407407407407,0.0,3429,0.8045977011494253,0.8045977011494253,0.0,2952,0.9302325581395348,0.9302325581395348,0.0,3215,0.8247422680412371,0.8247422680412371,0.0,2964,MLPClassifier,,,,,,,logistic,"(80, 40, 80)",constant,500000.0,lbfgs +0.3244447708129883,0.0,0.0124480724334716,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7407407407407407,0.7407407407407407,0.0,3429,0.8045977011494253,0.8045977011494253,0.0,2952,0.9302325581395348,0.9302325581395348,0.0,3215,0.8247422680412371,0.8247422680412371,0.0,2964,MLPClassifier,,,,,,,tanh,"(60, 60, 20)",invscaling,500000.0,lbfgs +419.612.717.628.479,0.0,0.0084578990936279,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7407407407407407,0.7407407407407407,0.0,3429,0.8045977011494253,0.8045977011494253,0.0,2952,0.9302325581395348,0.9302325581395348,0.0,3215,0.8247422680412371,0.8247422680412371,0.0,2964,MLPClassifier,,,,,,,relu,"(30, 90)",constant,500000.0,sgd +2.672.758.102.416.990,0.0,0.008944034576416,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7407407407407407,0.7407407407407407,0.0,3429,0.8045977011494253,0.8045977011494253,0.0,2952,0.9302325581395348,0.9302325581395348,0.0,3215,0.8247422680412371,0.8247422680412371,0.0,2964,MLPClassifier,,,,,,,relu,"(45, 30)",constant,500000.0,sgd +34.984.488.487.243.600,0.0,0.008124828338623,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7407407407407407,0.7407407407407407,0.0,3429,0.8045977011494253,0.8045977011494253,0.0,2952,0.9302325581395348,0.9302325581395348,0.0,3215,0.8247422680412371,0.8247422680412371,0.0,2964,MLPClassifier,,,,,,,relu,"(45, 30)",adaptive,500000.0,sgd +4.647.192.001.342.770,0.0,0.0081851482391357,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7407407407407407,0.7407407407407407,0.0,3429,0.8045977011494253,0.8045977011494253,0.0,2952,0.9302325581395348,0.9302325581395348,0.0,3215,0.8247422680412371,0.8247422680412371,0.0,2964,MLPClassifier,,,,,,,relu,"(45, 90)",constant,500000.0,sgd +4.659.442.901.611.320,0.0,0.0092890262603759,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7407407407407407,0.7407407407407407,0.0,3429,0.8045977011494253,0.8045977011494253,0.0,2952,0.9302325581395348,0.9302325581395348,0.0,3215,0.8247422680412371,0.8247422680412371,0.0,2964,MLPClassifier,,,,,,,relu,"(90, 30)",adaptive,500000.0,sgd +8.973.596.811.294.550,0.0,0.0097951889038085,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7407407407407407,0.7407407407407407,0.0,3429,0.8045977011494253,0.8045977011494253,0.0,2952,0.9302325581395348,0.9302325581395348,0.0,3215,0.8247422680412371,0.8247422680412371,0.0,2964,MLPClassifier,,,,,,,relu,"(20, 20, 100)",adaptive,500000.0,sgd +0.2918252944946289,0.0,0.0124697685241699,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.75,0.75,0.0,2954,0.8045977011494253,0.8045977011494253,0.0,2952,0.9069767441860463,0.9069767441860463,0.0,3336,0.8210526315789475,0.8210526315789475,0.0,2973,MLPClassifier,,,,,,,logistic,5,constant,500000.0,lbfgs +31.068.150.997.161.800,0.0,0.0075798034667968,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.8045977011494253,0.8045977011494253,0.0,2952,0.9069767441860463,0.9069767441860463,0.0,3336,0.8210526315789475,0.8210526315789475,0.0,2973,MLPClassifier,,,,,,,relu,15,invscaling,500000.0,adam +4.003.223.180.770.870,0.0,0.0074598789215087,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.8045977011494253,0.8045977011494253,0.0,2952,0.9069767441860463,0.9069767441860463,0.0,3336,0.8210526315789475,0.8210526315789475,0.0,2973,MLPClassifier,,,,,,,relu,"(15, 75)",adaptive,500000.0,sgd +2.577.834.367.752.070,0.0,0.0079607963562011,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.8045977011494253,0.8045977011494253,0.0,2952,0.9069767441860463,0.9069767441860463,0.0,3336,0.8210526315789475,0.8210526315789475,0.0,2973,MLPClassifier,,,,,,,relu,"(45, 15)",adaptive,500000.0,sgd +0.5819401741027832,0.0,0.0106739997863769,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,identity,"(40, 40, 100)",invscaling,500000.0,adam +0.3663790225982666,0.0,0.0114710330963134,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,identity,"(40, 80, 60)",constant,500000.0,adam +0.5169117450714111,0.0,0.0121679306030273,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,identity,"(40, 100, 60)",invscaling,500000.0,adam +0.6664788722991943,0.0,0.0132820606231689,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,identity,"(60, 100, 100)",invscaling,500000.0,adam +0.7215511798858643,0.0,0.0101499557495117,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,identity,"(100, 80, 60)",invscaling,500000.0,adam +1.814.971.923.828.120,0.0,0.0102159976959228,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(20, 20, 40)",invscaling,500000.0,adam +1.895.432.949.066.160,0.0,0.0110931396484375,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(20, 20, 60)",constant,500000.0,adam +2.336.638.927.459.710,0.0,0.0097153186798095,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(20, 80, 80)",constant,500000.0,adam +22.074.830.532.073.900,0.0,0.0097808837890625,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(40, 60, 40)",invscaling,500000.0,adam +1.948.322.057.723.990,0.0,0.0089077949523925,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(40, 80, 20)",constant,500000.0,adam +17.216.870.784.759.500,0.0,0.0088810920715332,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(40, 80, 20)",adaptive,500000.0,adam +16.097.900.867.462.100,0.0,0.0086369514465332,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(60, 40, 40)",adaptive,500000.0,adam +14.927.990.436.553.900,0.0,0.009009838104248,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(60, 60, 20)",invscaling,500000.0,adam +19.319.250.583.648.600,0.0,0.0085968971252441,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(60, 80, 40)",invscaling,500000.0,adam +12.899.119.853.973.300,0.0,0.0088980197906494,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(80, 20, 40)",invscaling,500000.0,adam +1.585.470.199.584.960,0.0,0.0097129344940185,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(100, 20, 60)",adaptive,500000.0,adam +17.931.740.283.966.000,0.0,0.0114612579345703,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(100, 20, 80)",constant,500000.0,adam +17.977.399.826.049.800,0.0,0.0101191997528076,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(100, 40, 40)",constant,500000.0,adam +17.633.719.444.274.900,0.0,0.0088660717010498,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(100, 40, 40)",invscaling,500000.0,adam +22.567.551.136.016.800,0.0,0.0091388225555419,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(100, 60, 20)",adaptive,500000.0,adam +20.633.318.424.224.800,0.0,0.0105001926422119,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(100, 80, 20)",constant,500000.0,adam +19.519.610.404.968.200,0.0,0.0096700191497802,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(100, 80, 20)",adaptive,500000.0,adam +2.495.398.759.841.910,0.0,0.0112671852111816,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(100, 80, 40)",adaptive,500000.0,adam +28.071.038.722.991.900,0.0,0.0094058513641357,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,logistic,"(100, 100, 40)",constant,500000.0,adam +31.421.282.291.412.300,0.0,0.0081608295440673,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.76,0.76,0.0,2795,0.8045977011494253,0.8045977011494253,0.0,2952,0.8837209302325582,0.8837209302325582,0.0,3367,0.8172043010752689,0.8172043010752689,0.0,2982,MLPClassifier,,,,,,,relu,"(60, 15)",adaptive,500000.0,sgd +13.130.850.076.675.400,0.0,0.0100359916687011,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7049180327868853,0.7049180327868853,0.0,5209,0.7931034482758621,0.7931034482758621,0.0,3001,1.0,1.0,0.0,1,0.8269230769230769,0.8269230769230769,0.0,2963,MLPClassifier,,,,,,,logistic,"(80, 100, 20)",invscaling,500000.0,adam +0.34218406677246094,0.0,0.0077028274536132,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7192982456140351,0.7192982456140351,0.0,4855,0.7931034482758621,0.7931034482758621,0.0,3001,0.9534883720930232,0.9534883720930232,0.0,2739,0.8200000000000001,0.8200000000000001,0.0,2977,MLPClassifier,,,,,,,logistic,"(30, 30)",invscaling,500000.0,lbfgs +0.8372848033905029,0.0,0.0085749626159667,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7192982456140351,0.7192982456140351,0.0,4855,0.7931034482758621,0.7931034482758621,0.0,3001,0.9534883720930232,0.9534883720930232,0.0,2739,0.8200000000000001,0.8200000000000001,0.0,2977,MLPClassifier,,,,,,,logistic,"(45, 15)",adaptive,500000.0,lbfgs +11.062.636.375.427.200,0.0,0.0091311931610107,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7192982456140351,0.7192982456140351,0.0,4855,0.7931034482758621,0.7931034482758621,0.0,3001,0.9534883720930232,0.9534883720930232,0.0,2739,0.8200000000000001,0.8200000000000001,0.0,2977,MLPClassifier,,,,,,,logistic,"(80, 40, 60)",invscaling,500000.0,lbfgs +5.206.041.097.640.990,0.0,0.0082199573516845,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7192982456140351,0.7192982456140351,0.0,4855,0.7931034482758621,0.7931034482758621,0.0,3001,0.9534883720930232,0.9534883720930232,0.0,2739,0.8200000000000001,0.8200000000000001,0.0,2977,MLPClassifier,,,,,,,relu,"(45, 45)",adaptive,500000.0,sgd +7.798.753.023.147.580,0.0,0.0094790458679199,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7192982456140351,0.7192982456140351,0.0,4855,0.7931034482758621,0.7931034482758621,0.0,3001,0.9534883720930232,0.9534883720930232,0.0,2739,0.8200000000000001,0.8200000000000001,0.0,2977,MLPClassifier,,,,,,,relu,"(20, 60, 60)",constant,500000.0,sgd +26.720.399.856.567.300,0.0,0.0084578990936279,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.7931034482758621,0.7931034482758621,0.0,3001,0.9302325581395348,0.9302325581395348,0.0,3215,0.8163265306122448,0.8163265306122448,0.0,3007,MLPClassifier,,,,,,,relu,"(45, 15)",constant,500000.0,sgd +4.762.563.943.862.910,0.0,0.0108718872070312,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.7931034482758621,0.7931034482758621,0.0,3001,0.9302325581395348,0.9302325581395348,0.0,3215,0.8163265306122448,0.8163265306122448,0.0,3007,MLPClassifier,,,,,,,relu,"(75, 30)",constant,500000.0,sgd +445.868.706.703.186,0.0,0.012967824935913,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.7931034482758621,0.7931034482758621,0.0,3001,0.9302325581395348,0.9302325581395348,0.0,3215,0.8163265306122448,0.8163265306122448,0.0,3007,MLPClassifier,,,,,,,relu,"(75, 45)",constant,500000.0,sgd +40.691.821.575.164.700,0.0,0.0125238895416259,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.7931034482758621,0.7931034482758621,0.0,3001,0.9302325581395348,0.9302325581395348,0.0,3215,0.8163265306122448,0.8163265306122448,0.0,3007,MLPClassifier,,,,,,,relu,"(90, 15)",adaptive,500000.0,sgd +58.279.218.673.706.000,0.0,0.0088701248168945,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.7931034482758621,0.7931034482758621,0.0,3001,0.9302325581395348,0.9302325581395348,0.0,3215,0.8163265306122448,0.8163265306122448,0.0,3007,MLPClassifier,,,,,,,relu,"(20, 80, 80)",adaptive,500000.0,sgd +0.37428879737854004,0.0,0.0075290203094482,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7358490566037735,0.7358490566037735,0.0,3673,0.7931034482758621,0.7931034482758621,0.0,3001,0.9069767441860463,0.9069767441860463,0.0,3336,0.8124999999999999,0.8124999999999999,0.0,3013,MLPClassifier,,,,,,,logistic,"(15, 45)",adaptive,500000.0,lbfgs +18.639.180.660.247.800,0.0,0.0070230960845947,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7358490566037735,0.7358490566037735,0.0,3673,0.7931034482758621,0.7931034482758621,0.0,3001,0.9069767441860463,0.9069767441860463,0.0,3336,0.8124999999999999,0.8124999999999999,0.0,3013,MLPClassifier,,,,,,,relu,"(15, 15)",constant,500000.0,sgd +4.820.691.108.703.610,0.0,0.009246826171875,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7358490566037735,0.7358490566037735,0.0,3673,0.7931034482758621,0.7931034482758621,0.0,3001,0.9069767441860463,0.9069767441860463,0.0,3336,0.8124999999999999,0.8124999999999999,0.0,3013,MLPClassifier,,,,,,,relu,"(90, 45)",constant,500000.0,sgd +0.4308900833129883,0.0,0.0095367431640625,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,identity,"(20, 20, 100)",invscaling,500000.0,adam +0.4566950798034668,0.0,0.0110421180725097,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,identity,"(20, 100, 60)",adaptive,500000.0,adam +0.5200800895690918,0.0,0.0089478492736816,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,identity,"(60, 20, 20)",adaptive,500000.0,adam +0.36540699005126953,0.0,0.0101189613342285,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,identity,"(60, 20, 80)",invscaling,500000.0,adam +0.3862299919128418,0.0,0.011016845703125,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,identity,"(100, 60, 20)",adaptive,500000.0,adam +0.5367488861083984,0.0,0.0103001594543457,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,identity,"(100, 80, 40)",invscaling,500000.0,adam +0.5913281440734863,0.0,0.0120561122894287,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,identity,"(100, 100, 20)",invscaling,500000.0,adam +0.8749959468841553,0.0,0.0130469799041748,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,identity,"(100, 100, 80)",invscaling,500000.0,adam +14.248.700.141.906.700,0.0,0.0137138366699218,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(45, 15)",constant,500000.0,adam +15.309.240.818.023.600,0.0,0.0082278251647949,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(45, 15)",adaptive,500000.0,adam +20.022.318.363.189.600,0.0,0.0134661197662353,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(90, 15)",constant,500000.0,adam +3.527.179.002.761.840,0.0,0.009078025817871,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(20, 20, 80)",constant,500000.0,adam +22.611.188.888.549.800,0.0,0.0086150169372558,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(20, 20, 100)",constant,500000.0,adam +2.022.991.180.419.920,0.0,0.0094037055969238,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(20, 20, 100)",adaptive,500000.0,adam +15.580.260.753.631.500,0.0,0.0108680725097656,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(20, 40, 20)",adaptive,500000.0,adam +2.257.627.010.345.450,0.0,0.0097467899322509,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(20, 40, 100)",constant,500000.0,adam +19.895.589.351.654.000,0.0,0.0101771354675292,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(20, 60, 20)",constant,500000.0,adam +16.818.201.541.900.600,0.0,0.0119287967681884,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(20, 60, 20)",adaptive,500000.0,adam +21.930.949.687.957.700,0.0,0.00860595703125,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(20, 60, 60)",invscaling,500000.0,adam +2.510.094.165.802.000,0.0,0.008836030960083,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(20, 60, 100)",adaptive,500000.0,adam +29.834.177.494.049.000,0.0,0.0087921619415283,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(20, 80, 80)",adaptive,500000.0,adam +19.203.581.809.997.500,0.0,0.0108759403228759,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(20, 100, 20)",invscaling,500000.0,adam +2.699.946.165.084.830,0.0,0.0093507766723632,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(20, 100, 60)",constant,500000.0,adam +12.947.051.525.115.900,0.0,0.0144879817962646,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(40, 20, 20)",constant,500000.0,adam +16.163.058.280.944.800,0.0,0.0147619247436523,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(40, 20, 20)",invscaling,500000.0,adam +15.470.240.116.119.300,0.0,0.0095880031585693,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(40, 20, 60)",constant,500000.0,adam +1.801.609.992.980.950,0.0,0.0085148811340332,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(40, 20, 80)",constant,500000.0,adam +16.322.617.530.822.700,0.0,0.0083272457122802,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(40, 40, 40)",constant,500000.0,adam +1.550.631.046.295.160,0.0,0.0105259418487548,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(40, 40, 40)",adaptive,500000.0,adam +20.538.759.231.567.300,0.0,0.0097861289978027,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(40, 100, 20)",invscaling,500000.0,adam +21.350.157.260.894.700,0.0,0.0090281963348388,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(40, 100, 40)",invscaling,500000.0,adam +13.923.640.251.159.600,0.0,0.0094940662384033,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(60, 20, 40)",invscaling,500000.0,adam +14.152.708.053.588.800,0.0,0.0087769031524658,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(60, 20, 40)",adaptive,500000.0,adam +14.709.827.899.932.800,0.0,0.0086102485656738,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(60, 20, 60)",constant,500000.0,adam +21.850.318.908.691.400,0.0,0.0097379684448242,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(60, 80, 60)",invscaling,500000.0,adam +25.030.529.499.053.900,0.0,0.0096819400787353,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(60, 100, 60)",invscaling,500000.0,adam +15.702.338.218.688.900,0.0,0.0095350742340087,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(80, 20, 60)",adaptive,500000.0,adam +1.826.249.122.619.620,0.0,0.0094759464263916,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(80, 80, 40)",invscaling,500000.0,adam +27.349.119.186.401.300,0.0,0.0114181041717529,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(80, 80, 100)",constant,500000.0,adam +20.434.670.448.303.200,0.0,0.0103108882904052,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(80, 100, 40)",constant,500000.0,adam +18.256.299.495.697.000,0.0,0.0097777843475341,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,logistic,"(100, 40, 80)",adaptive,500000.0,adam +2.640.878.200.531.000,0.0,0.0083520412445068,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7450980392156863,0.7450980392156863,0.0,3166,0.7931034482758621,0.7931034482758621,0.0,3001,0.8837209302325582,0.8837209302325582,0.0,3367,0.8085106382978724,0.8085106382978724,0.0,3018,MLPClassifier,,,,,,,relu,"(20, 20, 40)",adaptive,500000.0,sgd +0.38510799407958984,0.0,0.0062060356140136,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7551020408163265,0.7551020408163265,0.0,2906,0.7931034482758621,0.7931034482758621,0.0,3001,0.8604651162790697,0.8604651162790697,0.0,3618,0.8043478260869564,0.8043478260869564,0.0,3064,MLPClassifier,,,,,,,identity,"(100, 80, 40)",adaptive,500000.0,adam +0.5371377468109131,0.0,0.0093250274658203,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7659574468085106,0.7659574468085106,0.0,2635,0.7931034482758621,0.7931034482758621,0.0,3001,0.8372093023255814,0.8372093023255814,0.0,3657,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,identity,"(75, 60)",invscaling,500000.0,adam +0.37313413619995117,0.0,0.0089938640594482,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7659574468085106,0.7659574468085106,0.0,2635,0.7931034482758621,0.7931034482758621,0.0,3001,0.8372093023255814,0.8372093023255814,0.0,3657,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,identity,"(40, 40, 40)",invscaling,500000.0,adam +63.744.072.914.123.500,0.0,0.0122239589691162,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.7816091954022989,0.7816091954022989,0.0,3060,0.9767441860465116,0.9767441860465116,0.0,1284,0.8155339805825242,0.8155339805825242,0.0,3012,MLPClassifier,,,,,,,relu,"(20, 80, 100)",constant,500000.0,sgd +2.187.652.111.053.460,0.0,0.0087738037109375,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7068965517241379,0.7068965517241379,0.0,5201,0.7816091954022989,0.7816091954022989,0.0,3060,0.9534883720930232,0.9534883720930232,0.0,2739,0.8118811881188119,0.8118811881188119,0.0,3016,MLPClassifier,,,,,,,logistic,"(20, 60, 40)",constant,500000.0,lbfgs +11.372.411.251.068.100,0.0,0.0089061260223388,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7068965517241379,0.7068965517241379,0.0,5201,0.7816091954022989,0.7816091954022989,0.0,3060,0.9534883720930232,0.9534883720930232,0.0,2739,0.8118811881188119,0.8118811881188119,0.0,3016,MLPClassifier,,,,,,,logistic,"(80, 20, 40)",constant,500000.0,lbfgs +16.602.518.558.502.100,0.0,0.0073239803314208,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7816091954022989,0.7816091954022989,0.0,3060,0.9302325581395348,0.9302325581395348,0.0,3215,0.8080808080808081,0.8080808080808081,0.0,3060,MLPClassifier,,,,,,,relu,10,constant,500000.0,adam +6.370.473.146.438.590,0.0,0.0084729194641113,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7816091954022989,0.7816091954022989,0.0,3060,0.9302325581395348,0.9302325581395348,0.0,3215,0.8080808080808081,0.8080808080808081,0.0,3060,MLPClassifier,,,,,,,relu,"(90, 90)",adaptive,500000.0,sgd +13.312.650.680.541.900,0.0,0.0097012519836425,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7816091954022989,0.7816091954022989,0.0,3060,0.9302325581395348,0.9302325581395348,0.0,3215,0.8080808080808081,0.8080808080808081,0.0,3060,MLPClassifier,,,,,,,relu,"(40, 60, 20)",constant,500000.0,sgd +5.638.817.071.914.670,0.0,0.0044541358947753,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7222222222222222,0.7222222222222222,0.0,4712,0.7816091954022989,0.7816091954022989,0.0,3060,0.9069767441860463,0.9069767441860463,0.0,3336,0.8041237113402061,0.8041237113402061,0.0,3065,MLPClassifier,,,,,,,tanh,"(20, 20, 40)",adaptive,500000.0,sgd +5.272.600.889.205.930,0.0,0.0088121891021728,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7222222222222222,0.7222222222222222,0.0,4712,0.7816091954022989,0.7816091954022989,0.0,3060,0.9069767441860463,0.9069767441860463,0.0,3336,0.8041237113402061,0.8041237113402061,0.0,3065,MLPClassifier,,,,,,,relu,"(60, 30)",adaptive,500000.0,sgd +6.079.612.970.352.170,0.0,0.0080230236053466,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7222222222222222,0.7222222222222222,0.0,4712,0.7816091954022989,0.7816091954022989,0.0,3060,0.9069767441860463,0.9069767441860463,0.0,3336,0.8041237113402061,0.8041237113402061,0.0,3065,MLPClassifier,,,,,,,relu,"(90, 60)",adaptive,500000.0,sgd +0.36273884773254395,0.0,0.0081620216369628,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,identity,"(45, 45)",constant,500000.0,adam +0.516899824142456,0.0,0.0116889476776123,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,identity,"(20, 40, 100)",adaptive,500000.0,adam +0.5594768524169922,0.0,0.0133421421051025,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,identity,"(20, 100, 100)",constant,500000.0,adam +0.4877817630767822,0.0,0.0097641944885253,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,identity,"(60, 60, 20)",invscaling,500000.0,adam +0.578955888748169,0.0,0.0099170207977294,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,identity,"(60, 100, 60)",invscaling,500000.0,adam +0.5589251518249512,0.0,0.0110478401184082,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,identity,"(80, 20, 80)",invscaling,500000.0,adam +2.211.069.107.055.660,0.0,0.0099430084228515,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(90, 15)",adaptive,500000.0,adam +16.759.610.176.086.400,0.0,0.0093889236450195,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(20, 20, 20)",constant,500000.0,adam +203.206.205.368.042,0.0,0.0096490383148193,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(20, 20, 20)",adaptive,500000.0,adam +184.932.279.586.792,0.0,0.010270357131958,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(20, 20, 40)",adaptive,500000.0,adam +15.837.199.687.957.700,0.0,0.008476972579956,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(20, 40, 20)",constant,500000.0,adam +1.508.146.047.592.160,0.0,0.0090138912200927,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(20, 40, 20)",invscaling,500000.0,adam +2.051.805.257.797.240,0.0,0.0103130340576171,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(20, 40, 40)",constant,500000.0,adam +17.647.900.581.359.800,0.0,0.0148468017578125,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(20, 80, 20)",constant,500000.0,adam +1.840.376.853.942.870,0.0,0.0090181827545166,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(20, 80, 20)",adaptive,500000.0,adam +22.300.209.999.084.400,0.0,0.0090868473052978,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(20, 80, 40)",invscaling,500000.0,adam +19.800.100.326.538.000,0.0,0.0085759162902832,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(20, 100, 20)",constant,500000.0,adam +224.897.837.638.855,0.0,0.0097217559814453,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(20, 100, 40)",constant,500000.0,adam +1.608.422.040.939.330,0.0,0.0080597400665283,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(40, 20, 40)",invscaling,500000.0,adam +15.325.250.625.610.300,0.0,0.0186686515808105,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(40, 20, 60)",invscaling,500000.0,adam +17.263.448.238.372.800,0.0,0.0085411071777343,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(40, 20, 100)",constant,500000.0,adam +17.621.288.299.560.500,0.0,0.008174180984497,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(40, 20, 100)",adaptive,500000.0,adam +1.920.565.128.326.410,0.0,0.0116031169891357,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(40, 40, 60)",invscaling,500000.0,adam +21.126.909.255.981.400,0.0,0.0094480514526367,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(40, 40, 80)",invscaling,500000.0,adam +2.136.550.188.064.570,0.0,0.0111188888549804,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(40, 60, 20)",constant,500000.0,adam +19.603.667.259.216.300,0.0,0.0089561939239501,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(40, 60, 60)",adaptive,500000.0,adam +2.016.187.906.265.250,0.0,0.0095660686492919,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(40, 80, 40)",constant,500000.0,adam +2.187.854.051.589.960,0.0,0.0095441341400146,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(40, 80, 60)",invscaling,500000.0,adam +19.349.610.805.511.400,0.0,0.0092508792877197,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(40, 100, 20)",adaptive,500000.0,adam +2.321.715.831.756.590,0.0,0.009249210357666,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(40, 100, 40)",constant,500000.0,adam +27.219.557.762.145.900,0.0,0.0100820064544677,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(40, 100, 80)",constant,500000.0,adam +2.726.627.826.690.670,0.0,0.0088982582092285,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(40, 100, 80)",adaptive,500000.0,adam +1.424.083.948.135.370,0.0,0.0087761878967285,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 20, 20)",constant,500000.0,adam +14.560.120.105.743.400,0.0,0.0088582038879394,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 20, 20)",invscaling,500000.0,adam +1.509.892.225.265.500,0.0,0.0084438323974609,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 20, 60)",invscaling,500000.0,adam +16.285.321.712.493.800,0.0,0.0083310604095458,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 20, 60)",adaptive,500000.0,adam +2.038.222.074.508.660,0.0,0.0102479457855224,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 20, 100)",adaptive,500000.0,adam +15.385.351.181.030.200,0.0,0.0082919597625732,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 40, 40)",constant,500000.0,adam +17.434.160.709.381.100,0.0,0.009078025817871,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 40, 40)",invscaling,500000.0,adam +1.793.976.068.496.700,0.0,0.0112378597259521,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 40, 60)",constant,500000.0,adam +18.515.050.411.224.300,0.0,0.0089318752288818,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 40, 60)",adaptive,500000.0,adam +17.593.610.286.712.600,0.0,0.0102589130401611,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 40, 80)",constant,500000.0,adam +18.390.519.618.988.000,0.0,0.0090711116790771,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 60, 20)",constant,500000.0,adam +22.297.122.478.485.100,0.0,0.0094590187072753,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 60, 100)",invscaling,500000.0,adam +229.897.403.717.041,0.0,0.0092630386352539,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 60, 100)",adaptive,500000.0,adam +19.167.060.852.050.700,0.0,0.0094408988952636,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 80, 20)",invscaling,500000.0,adam +20.192.320.346.832.200,0.0,0.0086650848388671,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 80, 20)",adaptive,500000.0,adam +19.636.061.191.558.800,0.0,0.0105059146881103,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 80, 40)",adaptive,500000.0,adam +21.024.999.618.530.200,0.0,0.0132780075073242,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(60, 80, 80)",constant,500000.0,adam +1.686.894.178.390.500,0.0,0.0101909637451171,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 20, 20)",constant,500000.0,adam +1.683.182.954.788.200,0.0,0.0093100070953369,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 20, 20)",invscaling,500000.0,adam +15.932.271.480.560.300,0.0,0.0088639259338378,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 20, 20)",adaptive,500000.0,adam +19.209.880.828.857.400,0.0,0.0089609622955322,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 20, 100)",constant,500000.0,adam +20.129.148.960.113.500,0.0,0.0092010498046875,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 20, 100)",invscaling,500000.0,adam +2.127.619.981.765.740,0.0,0.008584976196289,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 20, 100)",adaptive,500000.0,adam +17.382.609.844.207.700,0.0,0.0093193054199218,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 40, 60)",adaptive,500000.0,adam +2.003.113.269.805.900,0.0,0.0111627578735351,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 40, 80)",invscaling,500000.0,adam +2.003.013.849.258.420,0.0,0.0092761516571044,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 60, 40)",adaptive,500000.0,adam +19.666.881.561.279.200,0.0,0.010981798171997,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 60, 60)",constant,500000.0,adam +19.632.389.545.440.600,0.0,0.0094630718231201,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 60, 80)",constant,500000.0,adam +21.374.101.638.793.900,0.0,0.0094320774078369,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 60, 80)",invscaling,500000.0,adam +22.750.587.463.378.900,0.0,0.0095801353454589,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 60, 100)",invscaling,500000.0,adam +2.424.814.224.243.160,0.0,0.0089819431304931,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 60, 100)",adaptive,500000.0,adam +23.821.358.680.725.000,0.0,0.0094301700592041,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 80, 40)",constant,500000.0,adam +2.038.228.988.647.460,0.0,0.010728120803833,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 80, 60)",adaptive,500000.0,adam +27.204.551.696.777.300,0.0,0.0099921226501464,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 100, 80)",constant,500000.0,adam +31.925.899.982.452.300,0.0,0.0123429298400878,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(80, 100, 100)",constant,500000.0,adam +17.079.987.525.939.900,0.0,0.0105302333831787,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 20, 40)",adaptive,500000.0,adam +17.155.630.588.531.400,0.0,0.0109608173370361,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 20, 100)",constant,500000.0,adam +16.439.690.589.904.700,0.0,0.0106770992279052,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 40, 20)",constant,500000.0,adam +19.008.941.650.390.600,0.0,0.0090768337249755,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 40, 60)",invscaling,500000.0,adam +19.364.337.921.142.500,0.0,0.0091392993927001,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 40, 80)",invscaling,500000.0,adam +20.251.317.024.230.900,0.0,0.0098311901092529,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 40, 100)",constant,500000.0,adam +1.901.663.064.956.660,0.0,0.0096008777618408,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 40, 100)",invscaling,500000.0,adam +19.840.171.337.127.600,0.0,0.0089979171752929,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 60, 20)",invscaling,500000.0,adam +21.364.729.404.449.400,0.0,0.0095202922821044,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 60, 40)",constant,500000.0,adam +19.765.682.220.458.900,0.0,0.0103719234466552,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 60, 60)",constant,500000.0,adam +20.561.470.985.412.500,0.0,0.0095999240875244,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 60, 60)",invscaling,500000.0,adam +20.414.857.864.379.800,0.0,0.0096139907836914,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 60, 80)",constant,500000.0,adam +2.030.303.955.078.120,0.0,0.0096282958984375,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 80, 40)",constant,500000.0,adam +22.776.291.370.391.800,0.0,0.0096120834350585,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 80, 40)",invscaling,500000.0,adam +25.791.821.479.797.300,0.0,0.0135209560394287,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 80, 60)",invscaling,500000.0,adam +37.139.501.571.655.200,0.0,0.0118379592895507,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 80, 80)",constant,500000.0,adam +3.363.767.147.064.200,0.0,0.0115637779235839,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 80, 100)",constant,500000.0,adam +2.930.877.923.965.450,0.0,0.0100042819976806,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 80, 100)",adaptive,500000.0,adam +256.294.584.274.292,0.0,0.0103590488433837,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 100, 20)",constant,500000.0,adam +2.542.965.888.977.050,0.0,0.0092499256134033,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 100, 20)",invscaling,500000.0,adam +25.539.021.492.004.300,0.0,0.009974718093872,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 100, 20)",adaptive,500000.0,adam +26.572.251.319.885.200,0.0,0.0095000267028808,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 100, 80)",invscaling,500000.0,adam +28.098.948.001.861.500,0.0,0.0108332633972167,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 100, 80)",adaptive,500000.0,adam +26.377.227.306.365.900,0.0,0.0079941749572753,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(100, 100, 100)",adaptive,500000.0,adam +10.857.250.690.460.200,0.0,0.0114541053771972,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,tanh,5,adaptive,500000.0,adam +3.462.923.049.926.750,0.0,0.0087921619415283,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,tanh,"(40, 40, 60)",constant,500000.0,sgd +2.949.735.164.642.330,0.0,0.012394905090332,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,tanh,"(60, 40, 60)",adaptive,500000.0,sgd +26.434.860.229.492.100,0.0,0.0128660202026367,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,tanh,"(60, 40, 100)",constant,500000.0,sgd +4.072.218.179.702.750,0.0,0.009660005569458,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,tanh,"(80, 60, 80)",adaptive,500000.0,sgd +27.916.316.986.083.900,0.0,0.0103070735931396,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,tanh,"(80, 80, 20)",constant,500000.0,sgd +3.365.701.913.833.610,0.0,0.0082080364227294,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,relu,"(45, 60)",adaptive,500000.0,sgd +33.310.649.394.989.000,0.0,0.0108819007873535,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,relu,"(60, 60)",adaptive,500000.0,sgd +6.068.721.055.984.490,0.0,0.0080299377441406,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,relu,"(60, 75)",adaptive,500000.0,sgd +446.219.801.902.771,0.0,0.0095429420471191,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,relu,"(75, 15)",constant,500000.0,sgd +37.766.618.728.637.600,0.0,0.0083603858947753,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,relu,"(90, 15)",constant,500000.0,sgd +5.883.779.048.919.670,0.0,0.0089039802551269,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.7816091954022989,0.7816091954022989,0.0,3060,0.8837209302325582,0.8837209302325582,0.0,3367,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,relu,"(90, 60)",constant,500000.0,sgd +0.5456559658050537,0.0,0.0115129947662353,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.74,0.74,0.0,3440,0.7816091954022989,0.7816091954022989,0.0,3060,0.8604651162790697,0.8604651162790697,0.0,3618,0.7956989247311828,0.7956989247311828,0.0,3178,MLPClassifier,,,,,,,identity,"(40, 20, 100)",invscaling,500000.0,adam +11.024.019.718.170.100,0.0,0.0082719326019287,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.74,0.74,0.0,3440,0.7816091954022989,0.7816091954022989,0.0,3060,0.8604651162790697,0.8604651162790697,0.0,3618,0.7956989247311828,0.7956989247311828,0.0,3178,MLPClassifier,,,,,,,tanh,"(20, 20, 80)",adaptive,500000.0,sgd +2.821.477.174.758.910,0.0,0.0096650123596191,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.74,0.74,0.0,3440,0.7816091954022989,0.7816091954022989,0.0,3060,0.8604651162790697,0.8604651162790697,0.0,3618,0.7956989247311828,0.7956989247311828,0.0,3178,MLPClassifier,,,,,,,tanh,"(40, 40, 20)",adaptive,500000.0,sgd +18.907.039.165.496.800,0.0,0.0127549171447753,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.74,0.74,0.0,3440,0.7816091954022989,0.7816091954022989,0.0,3060,0.8604651162790697,0.8604651162790697,0.0,3618,0.7956989247311828,0.7956989247311828,0.0,3178,MLPClassifier,,,,,,,tanh,"(40, 60, 40)",constant,500000.0,sgd +0.8879778385162354,0.0,0.0164589881896972,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.74,0.74,0.0,3440,0.7816091954022989,0.7816091954022989,0.0,3060,0.8604651162790697,0.8604651162790697,0.0,3618,0.7956989247311828,0.7956989247311828,0.0,3178,MLPClassifier,,,,,,,relu,5,invscaling,500000.0,adam +345.556.902.885.437,0.0,0.0137968063354492,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.74,0.74,0.0,3440,0.7816091954022989,0.7816091954022989,0.0,3060,0.8604651162790697,0.8604651162790697,0.0,3618,0.7956989247311828,0.7956989247311828,0.0,3178,MLPClassifier,,,,,,,relu,"(30, 60)",adaptive,500000.0,sgd +3.551.949.977.874.750,0.0,0.0115032196044921,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.74,0.74,0.0,3440,0.7816091954022989,0.7816091954022989,0.0,3060,0.8604651162790697,0.8604651162790697,0.0,3618,0.7956989247311828,0.7956989247311828,0.0,3178,MLPClassifier,,,,,,,relu,"(45, 45)",constant,500000.0,sgd +33.596.038.818.359.300,0.0,0.0077879428863525,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.74,0.74,0.0,3440,0.7816091954022989,0.7816091954022989,0.0,3060,0.8604651162790697,0.8604651162790697,0.0,3618,0.7956989247311828,0.7956989247311828,0.0,3178,MLPClassifier,,,,,,,relu,"(45, 75)",adaptive,500000.0,sgd +0.3006429672241211,0.0,0.0110290050506591,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,45,invscaling,500000.0,adam +0.47008490562438965,0.0,0.009779930114746,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,60,invscaling,500000.0,adam +0.5183420181274414,0.0,0.0055909156799316,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(30, 45)",constant,500000.0,adam +0.5331528186798096,0.0,0.017787218093872,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(30, 75)",invscaling,500000.0,adam +0.27950191497802734,0.0,0.0093989372253417,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(75, 15)",adaptive,500000.0,adam +0.36986279487609863,0.0,0.0104739665985107,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(75, 30)",adaptive,500000.0,adam +0.5485389232635498,0.0,0.010545015335083,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(20, 20, 20)",invscaling,500000.0,adam +0.45057201385498047,0.0,0.0101351737976074,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(20, 20, 60)",adaptive,500000.0,adam +0.548598051071167,0.0,0.0102920532226562,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(20, 40, 80)",constant,500000.0,adam +0.4890589714050293,0.0,0.0112190246582031,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(20, 40, 80)",invscaling,500000.0,adam +0.5506432056427002,0.0,0.0091941356658935,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(20, 40, 100)",constant,500000.0,adam +0.3232848644256592,0.0,0.0145750045776367,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(20, 60, 20)",adaptive,500000.0,adam +0.47094202041625977,0.0,0.0121557712554931,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(20, 60, 40)",invscaling,500000.0,adam +0.5895090103149414,0.0,0.0109801292419433,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(20, 60, 100)",constant,500000.0,adam +0.37949180603027344,0.0,0.0111103057861328,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(20, 80, 60)",invscaling,500000.0,adam +0.6075320243835449,0.0,0.0101082324981689,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(20, 80, 100)",invscaling,500000.0,adam +0.5357499122619629,0.0,0.0168192386627197,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(20, 100, 40)",adaptive,500000.0,adam +0.8407578468322754,0.0,0.0097880363464355,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(20, 100, 80)",invscaling,500000.0,adam +0.5575592517852783,0.0,0.008434772491455,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(40, 20, 20)",adaptive,500000.0,adam +0.4449639320373535,0.0,0.0098240375518798,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(40, 20, 40)",constant,500000.0,adam +0.4084138870239258,0.0,0.0091278553009033,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(40, 40, 40)",constant,500000.0,adam +0.3802781105041504,0.0,0.0118458271026611,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(40, 40, 40)",adaptive,500000.0,adam +0.487713098526001,0.0,0.0139369964599609,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(40, 40, 100)",constant,500000.0,adam +0.41996002197265625,0.0,0.011549949645996,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(40, 60, 60)",adaptive,500000.0,adam +0.42888784408569336,0.0,0.0102221965789794,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(60, 20, 20)",constant,500000.0,adam +0.4265871047973633,0.0,0.0092661380767822,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(60, 40, 40)",constant,500000.0,adam +0.3611171245574951,0.0,0.0125648975372314,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(60, 60, 40)",constant,500000.0,adam +0.4649231433868408,0.0,0.0095810890197753,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(60, 60, 60)",adaptive,500000.0,adam +0.4324920177459717,0.0,0.0123400688171386,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(60, 80, 60)",constant,500000.0,adam +0.5451948642730713,0.0,0.0099668502807617,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(60, 80, 100)",invscaling,500000.0,adam +0.6397800445556641,0.0,0.0098838806152343,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(60, 100, 40)",adaptive,500000.0,adam +0.5853538513183594,0.0,0.0109450817108154,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(60, 100, 80)",adaptive,500000.0,adam +0.41971588134765625,0.0,0.0089020729064941,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(80, 20, 60)",constant,500000.0,adam +0.4519808292388916,0.0,0.0099000930786132,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(80, 20, 60)",invscaling,500000.0,adam +0.3153090476989746,0.0,0.0101020336151123,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(80, 20, 80)",adaptive,500000.0,adam +0.41890788078308105,0.0,0.0130128860473632,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(80, 40, 40)",invscaling,500000.0,adam +0.4844050407409668,0.0,0.0109622478485107,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(80, 60, 40)",constant,500000.0,adam +0.4397847652435303,0.0,0.0092592239379882,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(80, 80, 20)",constant,500000.0,adam +0.5846781730651855,0.0,0.0124187469482421,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(80, 80, 20)",adaptive,500000.0,adam +0.5761187076568604,0.0,0.0105509757995605,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(80, 80, 100)",invscaling,500000.0,adam +0.6755940914154053,0.0,0.0155901908874511,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(80, 100, 60)",constant,500000.0,adam +0.6761729717254639,0.0,0.0129899978637695,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(80, 100, 100)",constant,500000.0,adam +0.40349602699279785,0.0,0.0090970993041992,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(100, 20, 40)",invscaling,500000.0,adam +0.5130388736724854,0.0,0.0098769664764404,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(100, 40, 40)",constant,500000.0,adam +0.5216388702392578,0.0,0.012484073638916,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(100, 60, 20)",invscaling,500000.0,adam +0.5531399250030518,0.0,0.0102920532226562,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(100, 60, 60)",adaptive,500000.0,adam +0.5997939109802246,0.0,0.0123610496520996,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(100, 80, 60)",adaptive,500000.0,adam +0.5311648845672607,0.0,0.0101630687713623,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(100, 100, 60)",adaptive,500000.0,adam +0.7310512065887451,0.0,0.0131115913391113,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(100, 100, 80)",constant,500000.0,adam +0.5334818363189697,0.0,0.0101149082183837,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,identity,"(100, 100, 80)",adaptive,500000.0,adam +15.588.510.036.468.500,0.0,0.010181188583374,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(30, 45)",constant,500000.0,adam +14.138.479.232.788.000,0.0,0.0088570117950439,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(60, 30)",constant,500000.0,adam +16.891.326.904.296.800,0.0,0.0090003013610839,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(60, 30)",invscaling,500000.0,adam +16.444.618.701.934.800,0.0,0.0132451057434082,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(90, 30)",constant,500000.0,adam +18.703.899.383.544.900,0.0,0.009918212890625,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(90, 30)",invscaling,500000.0,adam +15.752.201.080.322.200,0.0,0.0093281269073486,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(20, 20, 40)",constant,500000.0,adam +1.799.262.285.232.540,0.0,0.0123698711395263,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(20, 20, 80)",adaptive,500000.0,adam +20.395.519.733.428.900,0.0,0.0101380348205566,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(20, 20, 100)",invscaling,500000.0,adam +18.433.361.053.466.700,0.0,0.0093929767608642,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(20, 40, 60)",constant,500000.0,adam +22.093.801.498.413.000,0.0,0.0088179111480712,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(20, 40, 80)",adaptive,500000.0,adam +25.642.311.573.028.500,0.0,0.0114030838012695,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(20, 40, 100)",invscaling,500000.0,adam +17.879.490.852.355.900,0.0,0.0086009502410888,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(20, 60, 40)",constant,500000.0,adam +3.153.261.184.692.380,0.0,0.0089137554168701,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(20, 80, 100)",constant,500000.0,adam +24.774.158.000.946.000,0.0,0.0089621543884277,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(20, 100, 40)",invscaling,500000.0,adam +2.359.076.976.776.120,0.0,0.0095050334930419,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(20, 100, 60)",adaptive,500000.0,adam +28.306.360.244.750.900,0.0,0.009092092514038,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(20, 100, 80)",invscaling,500000.0,adam +25.063.300.132.751.400,0.0,0.0092828273773193,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(20, 100, 80)",adaptive,500000.0,adam +3.923.427.104.949.950,0.0,0.0132868289947509,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(20, 100, 100)",constant,500000.0,adam +38.768.820.762.634.200,0.0,0.011099100112915,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(20, 100, 100)",invscaling,500000.0,adam +29.757.630.825.042.700,0.0,0.0082850456237792,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(20, 100, 100)",adaptive,500000.0,adam +14.716.589.450.836.100,0.0,0.0080411434173583,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 20, 40)",adaptive,500000.0,adam +15.936.298.370.361.300,0.0,0.010660171508789,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 20, 80)",invscaling,500000.0,adam +15.369.179.248.809.800,0.0,0.0109057426452636,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 20, 80)",adaptive,500000.0,adam +132.948.899.269.104,0.0,0.0091381072998046,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 40, 20)",invscaling,500000.0,adam +1.663.370.132.446.280,0.0,0.0085899829864501,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 40, 80)",adaptive,500000.0,adam +17.426.068.782.806.300,0.0,0.0087940692901611,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 40, 100)",constant,500000.0,adam +1.944.681.167.602.530,0.0,0.0121960639953613,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 40, 100)",invscaling,500000.0,adam +19.120.209.217.071.500,0.0,0.009329080581665,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 40, 100)",adaptive,500000.0,adam +1.823.678.970.336.910,0.0,0.008958101272583,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 60, 40)",constant,500000.0,adam +19.691.832.065.582.200,0.0,0.0116386413574218,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 60, 60)",constant,500000.0,adam +20.065.441.131.591.700,0.0,0.0091509819030761,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 60, 80)",invscaling,500000.0,adam +19.949.040.412.902.800,0.0,0.0089640617370605,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 80, 40)",invscaling,500000.0,adam +18.164.420.127.868.600,0.0,0.0090601444244384,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 80, 40)",adaptive,500000.0,adam +16.131.088.733.673.000,0.0,0.0103139877319335,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 80, 60)",adaptive,500000.0,adam +19.995.830.059.051.500,0.0,0.0109989643096923,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 80, 100)",adaptive,500000.0,adam +27.157.657.146.453.800,0.0,0.0101723670959472,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(40, 100, 100)",constant,500000.0,adam +17.146.217.823.028.500,0.0,0.0104672908782958,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(60, 40, 60)",invscaling,500000.0,adam +19.865.930.080.413.800,0.0,0.0086400508880615,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(60, 40, 100)",constant,500000.0,adam +20.286.669.731.140.100,0.0,0.0091619491577148,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(60, 60, 60)",invscaling,500000.0,adam +17.951.009.273.529.000,0.0,0.0103747844696044,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(60, 60, 80)",constant,500000.0,adam +201.761.794.090.271,0.0,0.0092971324920654,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(60, 60, 80)",adaptive,500000.0,adam +25.739.259.719.848.600,0.0,0.0093359947204589,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(60, 80, 80)",adaptive,500000.0,adam +20.340.511.798.858.600,0.0,0.0118658542633056,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(60, 100, 40)",invscaling,500000.0,adam +15.195.960.998.535.100,0.0,0.0084559917449951,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(80, 20, 60)",invscaling,500000.0,adam +1.456.590.175.628.660,0.0,0.0083248615264892,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(80, 20, 80)",constant,500000.0,adam +16.237.199.306.488.000,0.0,0.0090076923370361,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(80, 20, 80)",invscaling,500000.0,adam +16.717.429.161.071.700,0.0,0.0092370510101318,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(80, 40, 60)",constant,500000.0,adam +21.803.462.505.340.500,0.0,0.0089499950408935,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(80, 60, 60)",adaptive,500000.0,adam +16.425.280.570.983.800,0.0,0.0088298320770263,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(100, 20, 80)",adaptive,500000.0,adam +15.014.359.951.019.200,0.0,0.008800983428955,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(100, 40, 40)",adaptive,500000.0,adam +15.138.261.318.206.700,0.0,0.0094578266143798,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(100, 40, 60)",adaptive,500000.0,adam +18.755.810.260.772.700,0.0,0.0100438594818115,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(100, 60, 60)",adaptive,500000.0,adam +2.107.820.987.701.410,0.0,0.0093083381652832,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(100, 60, 80)",adaptive,500000.0,adam +27.570.109.367.370.600,0.0,0.0382962226867675,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,logistic,"(100, 80, 60)",constant,500000.0,adam +4.543.460.130.691.520,0.0,0.0127696990966796,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,tanh,"(60, 60, 20)",adaptive,500000.0,sgd +2.381.274.938.583.370,0.0,0.0074160099029541,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,relu,"(15, 45)",adaptive,500000.0,sgd +4.301.488.876.342.770,0.0,0.0082800388336181,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.7816091954022989,0.7816091954022989,0.0,3060,0.8372093023255814,0.8372093023255814,0.0,3657,0.7912087912087912,0.7912087912087912,0.0,3247,MLPClassifier,,,,,,,relu,"(60, 90)",constant,500000.0,sgd +0.46915388107299805,0.0,0.0110559463500976,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,25,invscaling,500000.0,adam +0.4865689277648926,0.0,0.0090422630310058,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,35,adaptive,500000.0,adam +0.3977179527282715,0.0,0.0110049247741699,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,90,adaptive,500000.0,adam +0.4339578151702881,0.0,0.0084290504455566,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(15, 75)",adaptive,500000.0,adam +0.4560868740081787,0.0,0.0108499526977539,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(45, 15)",invscaling,500000.0,adam +0.6021687984466553,0.0,0.0084192752838134,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(45, 90)",adaptive,500000.0,adam +0.4701240062713623,0.0,0.009232759475708,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(75, 60)",adaptive,500000.0,adam +0.4834787845611572,0.0,0.0134401321411132,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(20, 20, 100)",adaptive,500000.0,adam +0.6110320091247559,0.0,0.0091180801391601,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(20, 80, 20)",constant,500000.0,adam +0.4432997703552246,0.0,0.011880874633789,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(40, 60, 40)",constant,500000.0,adam +0.3818998336791992,0.0,0.0171339511871337,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(40, 60, 40)",adaptive,500000.0,adam +0.5070459842681885,0.0,0.0088229179382324,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(60, 20, 100)",constant,500000.0,adam +0.4695901870727539,0.0,0.0093259811401367,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(60, 40, 20)",adaptive,500000.0,adam +0.5184628963470459,0.0,0.01157808303833,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(60, 80, 40)",constant,500000.0,adam +11.433.720.588.684.000,0.0,0.0089778900146484,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(60, 80, 40)",adaptive,500000.0,sgd +0.49243807792663574,0.0,0.0097239017486572,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(60, 80, 80)",invscaling,500000.0,adam +0.5234873294830322,0.0,0.0093340873718261,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(60, 80, 80)",adaptive,500000.0,adam +0.44820618629455566,0.0,0.009984016418457,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(60, 100, 60)",constant,500000.0,adam +0.47591114044189453,0.0,0.0116438865661621,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(80, 40, 20)",adaptive,500000.0,adam +0.2989921569824219,0.0,0.0128581523895263,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(80, 40, 80)",invscaling,500000.0,adam +0.4667179584503174,0.0,0.0098631381988525,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(80, 60, 80)",constant,500000.0,adam +0.7676820755004883,0.0,0.0149629116058349,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(80, 60, 100)",adaptive,500000.0,adam +0.5101220607757568,0.0,0.0133821964263916,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(80, 100, 80)",constant,500000.0,adam +0.5351307392120361,0.0,0.0179901123046875,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(100, 40, 60)",constant,500000.0,adam +0.5888240337371826,0.0,0.0095999240875244,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,identity,"(100, 40, 80)",adaptive,500000.0,adam +16.209.468.841.552.700,0.0,0.007580280303955,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7608695652173914,0.7608695652173914,0.0,2769,0.7816091954022989,0.7816091954022989,0.0,3060,0.813953488372093,0.813953488372093,0.0,3937,0.7865168539325844,0.7865168539325844,0.0,3366,MLPClassifier,,,,,,,relu,"(15, 15)",adaptive,500000.0,sgd +0.7662091255187988,0.0,0.0153589248657226,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.6885245901639344,0.6885245901639344,0.0,5511,0.7701149425287356,0.7701149425287356,0.0,3313,0.9767441860465116,0.9767441860465116,0.0,1284,0.8076923076923077,0.8076923076923077,0.0,3063,MLPClassifier,,,,,,,logistic,"(40, 60, 20)",invscaling,500000.0,lbfgs +0.3689389228820801,0.0,0.0168859958648681,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.6949152542372882,0.6949152542372882,0.0,5433,0.7701149425287356,0.7701149425287356,0.0,3313,0.9534883720930232,0.9534883720930232,0.0,2739,0.803921568627451,0.803921568627451,0.0,3068,MLPClassifier,,,,,,,relu,5,invscaling,500000.0,lbfgs +1.651.115.894.317.620,0.0,0.0087041854858398,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7017543859649122,0.7017543859649122,0.0,5304,0.7701149425287356,0.7701149425287356,0.0,3313,0.9302325581395348,0.9302325581395348,0.0,3215,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,logistic,"(20, 80, 20)",invscaling,500000.0,lbfgs +22.951.197.624.206.500,0.0,0.0071661472320556,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7017543859649122,0.7017543859649122,0.0,5304,0.7701149425287356,0.7701149425287356,0.0,3313,0.9302325581395348,0.9302325581395348,0.0,3215,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,relu,10,invscaling,500000.0,adam +5.219.760.894.775.390,0.0,0.0090322494506835,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7017543859649122,0.7017543859649122,0.0,5304,0.7701149425287356,0.7701149425287356,0.0,3313,0.9302325581395348,0.9302325581395348,0.0,3215,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,relu,"(75, 30)",adaptive,500000.0,sgd +6.645.784.139.633.170,0.0,0.0084459781646728,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7017543859649122,0.7017543859649122,0.0,5304,0.7701149425287356,0.7701149425287356,0.0,3313,0.9302325581395348,0.9302325581395348,0.0,3215,0.8,0.8,0.0,3069,MLPClassifier,,,,,,,relu,"(90, 45)",adaptive,500000.0,sgd +0.6511619091033936,0.0,0.0096490383148193,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,identity,"(20, 80, 80)",invscaling,500000.0,adam +19.146.559.238.433.800,0.0,0.0103540420532226,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(20, 40, 40)",adaptive,500000.0,adam +2.102.890.968.322.750,0.0,0.0087432861328125,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(20, 100, 20)",adaptive,500000.0,adam +18.313.777.446.746.800,0.0,0.0132422447204589,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(40, 20, 20)",adaptive,500000.0,adam +1.471.721.887.588.500,0.0,0.014739990234375,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(40, 40, 20)",constant,500000.0,adam +1.387.793.779.373.160,0.0,0.0077013969421386,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(40, 40, 20)",adaptive,500000.0,adam +16.013.548.374.176.000,0.0,0.0084922313690185,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(40, 40, 40)",invscaling,500000.0,adam +16.611.261.367.797.800,0.0,0.0112419128417968,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(40, 60, 20)",invscaling,500000.0,adam +2.216.643.810.272.210,0.0,0.0090172290802001,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(40, 60, 80)",constant,500000.0,adam +2.021.898.031.234.740,0.0,0.0102300643920898,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(40, 100, 20)",constant,500000.0,adam +15.392.436.981.201.100,0.0,0.0090312957763671,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(60, 20, 20)",adaptive,500000.0,adam +1.626.150.131.225.580,0.0,0.0108799934387207,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(60, 20, 40)",constant,500000.0,adam +18.341.448.307.037.300,0.0,0.008882999420166,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(60, 20, 80)",adaptive,500000.0,adam +17.763.018.608.093.200,0.0,0.0086102485656738,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(60, 40, 20)",constant,500000.0,adam +12.949.533.462.524.400,0.0,0.0087087154388427,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(60, 40, 20)",invscaling,500000.0,adam +19.724.838.733.673.000,0.0,0.0083708763122558,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(60, 40, 20)",adaptive,500000.0,adam +2.037.583.112.716.670,0.0,0.0085079669952392,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(60, 40, 100)",adaptive,500000.0,adam +17.475.459.575.653.000,0.0,0.0110719203948974,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(60, 60, 20)",adaptive,500000.0,adam +16.796.479.225.158.600,0.0,0.0089027881622314,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(60, 60, 40)",constant,500000.0,adam +22.095.279.693.603.500,0.0,0.008754014968872,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(60, 80, 20)",constant,500000.0,adam +2.388.353.109.359.740,0.0,0.0111348628997802,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(60, 100, 40)",constant,500000.0,adam +15.795.660.018.920.800,0.0,0.0093247890472412,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 20, 40)",constant,500000.0,adam +18.440.251.350.402.800,0.0,0.0084860324859619,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 20, 40)",adaptive,500000.0,adam +15.628.039.836.883.500,0.0,0.0106916427612304,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 20, 60)",constant,500000.0,adam +16.641.359.329.223.600,0.0,0.0093607902526855,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 40, 20)",invscaling,500000.0,adam +18.854.100.704.193.100,0.0,0.0088539123535156,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 40, 20)",adaptive,500000.0,adam +21.670.289.039.611.800,0.0,0.0085000991821289,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 40, 40)",constant,500000.0,adam +15.812.838.077.545.100,0.0,0.0087630748748779,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 40, 40)",invscaling,500000.0,adam +18.424.708.843.231.200,0.0,0.010171890258789,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 40, 60)",invscaling,500000.0,adam +1.904.175.043.106.070,0.0,0.0087900161743164,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 40, 80)",adaptive,500000.0,adam +17.573.809.623.718.200,0.0,0.009131908416748,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 60, 20)",constant,500000.0,adam +16.675.159.931.182.800,0.0,0.0090589523315429,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 60, 20)",invscaling,500000.0,adam +2.054.086.208.343.500,0.0,0.0092668533325195,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 60, 20)",adaptive,500000.0,adam +21.054.508.686.065.600,0.0,0.0095479488372802,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 80, 20)",constant,500000.0,adam +2.243.879.795.074.460,0.0,0.0094320774078369,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 80, 20)",invscaling,500000.0,adam +175.630.521.774.292,0.0,0.0124068260192871,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 80, 20)",adaptive,500000.0,adam +21.598.410.606.384.200,0.0,0.0095050334930419,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 80, 60)",constant,500000.0,adam +25.911.519.527.435.300,0.0,0.0097911357879638,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 80, 80)",constant,500000.0,adam +25.921.480.655.670.100,0.0,0.0091969966888427,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 80, 80)",adaptive,500000.0,adam +2.055.959.939.956.660,0.0,0.0096919536590576,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 100, 20)",constant,500000.0,adam +22.687.840.461.730.900,0.0,0.0119979381561279,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 100, 20)",adaptive,500000.0,adam +2.006.770.133.972.160,0.0,0.0119369029998779,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(80, 100, 40)",adaptive,500000.0,adam +17.401.959.896.087.600,0.0,0.0104022026062011,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(100, 20, 20)",constant,500000.0,adam +1.918.755.054.473.870,0.0,0.0089659690856933,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(100, 20, 20)",invscaling,500000.0,adam +17.398.967.742.919.900,0.0,0.0089190006256103,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(100, 20, 20)",adaptive,500000.0,adam +16.107.490.062.713.600,0.0,0.0087051391601562,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(100, 20, 40)",constant,500000.0,adam +188.093.900.680.542,0.0,0.0111269950866699,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(100, 20, 40)",invscaling,500000.0,adam +2.180.929.183.959.960,0.0,0.0090789794921875,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(100, 20, 60)",constant,500000.0,adam +16.874.949.932.098.300,0.0,0.0090029239654541,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(100, 20, 60)",invscaling,500000.0,adam +17.471.139.430.999.700,0.0,0.0118389129638671,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(100, 20, 100)",invscaling,500000.0,adam +18.182.947.635.650.600,0.0,0.0087780952453613,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(100, 40, 20)",invscaling,500000.0,adam +17.503.762.245.178.200,0.0,0.0093050003051757,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(100, 40, 20)",adaptive,500000.0,adam +16.226.170.063.018.700,0.0,0.0088016986846923,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(100, 60, 20)",constant,500000.0,adam +18.708.999.156.951.900,0.0,0.0094180107116699,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(100, 60, 40)",adaptive,500000.0,adam +19.035.780.429.840.000,0.0,0.0100910663604736,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(100, 80, 20)",invscaling,500000.0,adam +3.786.480.188.369.750,0.0,0.0098717212677001,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(100, 80, 80)",invscaling,500000.0,adam +22.571.330.070.495.600,0.0,0.0103380680084228,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,logistic,"(100, 100, 40)",adaptive,500000.0,adam +35.887.279.510.498.000,0.0,0.0086419582366943,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,relu,"(60, 45)",adaptive,500000.0,sgd +5.687.636.852.264.400,0.0,0.0087652206420898,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,relu,"(75, 75)",constant,500000.0,sgd +4.672.912.120.819.090,0.0,0.0084967613220214,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,relu,"(75, 90)",constant,500000.0,sgd +599.219.822.883.606,0.0,0.0107958316802978,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7169811320754716,0.7169811320754716,0.0,4904,0.7701149425287356,0.7701149425287356,0.0,3313,0.8837209302325582,0.8837209302325582,0.0,3367,0.7916666666666666,0.7916666666666666,0.0,3186,MLPClassifier,,,,,,,relu,"(20, 40, 20)",constant,500000.0,sgd +0.6322798728942871,0.0,0.0104589462280273,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7254901960784313,0.7254901960784313,0.0,4665,0.7701149425287356,0.7701149425287356,0.0,3313,0.8604651162790697,0.8604651162790697,0.0,3618,0.7872340425531916,0.7872340425531916,0.0,3357,MLPClassifier,,,,,,,identity,"(100, 100, 40)",adaptive,500000.0,adam +12.795.250.415.802.000,0.0,0.0086209774017333,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7254901960784313,0.7254901960784313,0.0,4665,0.7701149425287356,0.7701149425287356,0.0,3313,0.8604651162790697,0.8604651162790697,0.0,3618,0.7872340425531916,0.7872340425531916,0.0,3357,MLPClassifier,,,,,,,tanh,"(20, 60, 60)",constant,500000.0,sgd +2.011.354.684.829.710,0.0,0.0131161212921142,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7254901960784313,0.7254901960784313,0.0,4665,0.7701149425287356,0.7701149425287356,0.0,3313,0.8604651162790697,0.8604651162790697,0.0,3618,0.7872340425531916,0.7872340425531916,0.0,3357,MLPClassifier,,,,,,,tanh,"(80, 40, 80)",constant,500000.0,sgd +17.234.046.459.197.900,0.0,0.0093472003936767,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7254901960784313,0.7254901960784313,0.0,4665,0.7701149425287356,0.7701149425287356,0.0,3313,0.8604651162790697,0.8604651162790697,0.0,3618,0.7872340425531916,0.7872340425531916,0.0,3357,MLPClassifier,,,,,,,tanh,"(100, 20, 20)",constant,500000.0,sgd +157.578.706.741.333,0.0,0.0087599754333496,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7254901960784313,0.7254901960784313,0.0,4665,0.7701149425287356,0.7701149425287356,0.0,3313,0.8604651162790697,0.8604651162790697,0.0,3618,0.7872340425531916,0.7872340425531916,0.0,3357,MLPClassifier,,,,,,,relu,"(30, 30)",constant,500000.0,sgd +22.955.713.272.094.700,0.0,0.0090255737304687,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7254901960784313,0.7254901960784313,0.0,4665,0.7701149425287356,0.7701149425287356,0.0,3313,0.8604651162790697,0.8604651162790697,0.0,3618,0.7872340425531916,0.7872340425531916,0.0,3357,MLPClassifier,,,,,,,relu,"(30, 30)",adaptive,500000.0,sgd +29.253.439.903.259.200,0.0,0.0081419944763183,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7254901960784313,0.7254901960784313,0.0,4665,0.7701149425287356,0.7701149425287356,0.0,3313,0.8604651162790697,0.8604651162790697,0.0,3618,0.7872340425531916,0.7872340425531916,0.0,3357,MLPClassifier,,,,,,,relu,"(45, 60)",constant,500000.0,sgd +7.489.376.068.115.230,0.0,0.0117888450622558,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7254901960784313,0.7254901960784313,0.0,4665,0.7701149425287356,0.7701149425287356,0.0,3313,0.8604651162790697,0.8604651162790697,0.0,3618,0.7872340425531916,0.7872340425531916,0.0,3357,MLPClassifier,,,,,,,relu,"(75, 75)",adaptive,500000.0,sgd +4.774.010.896.682.730,0.0,0.0113131999969482,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7254901960784313,0.7254901960784313,0.0,4665,0.7701149425287356,0.7701149425287356,0.0,3313,0.8604651162790697,0.8604651162790697,0.0,3618,0.7872340425531916,0.7872340425531916,0.0,3357,MLPClassifier,,,,,,,relu,"(20, 60, 20)",constant,500000.0,sgd +0.3310420513153076,0.0,0.0078239440917968,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,85,invscaling,500000.0,adam +0.35373735427856445,0.0,0.0086588859558105,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,95,invscaling,500000.0,adam +0.5517640113830566,0.0,0.0085129737854003,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(15, 75)",constant,500000.0,adam +0.3283660411834717,0.0,0.0077190399169921,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(30, 15)",constant,500000.0,adam +0.46076393127441406,0.0,0.0082659721374511,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(45, 45)",invscaling,500000.0,adam +0.48516297340393066,0.0,0.0141360759735107,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(45, 45)",adaptive,500000.0,adam +0.43434596061706543,0.0,0.0092401504516601,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(45, 60)",invscaling,500000.0,adam +0.3661801815032959,0.0,0.0114748477935791,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(45, 60)",adaptive,500000.0,adam +0.4133319854736328,0.0,0.0145840644836425,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(60, 60)",constant,500000.0,adam +0.4517529010772705,0.0,0.0090620517730712,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(60, 60)",invscaling,500000.0,adam +0.5108461380004883,0.0,0.0124547481536865,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(60, 75)",adaptive,500000.0,adam +0.4526698589324951,0.0,0.0138349533081054,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(60, 90)",constant,500000.0,adam +0.4684450626373291,0.0,0.0115580558776855,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(75, 90)",invscaling,500000.0,adam +0.43575096130371094,0.0,0.0095391273498535,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(75, 90)",adaptive,500000.0,adam +0.3424670696258545,0.0,0.0131371021270751,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(90, 15)",invscaling,500000.0,adam +0.4724569320678711,0.0,0.0154101848602294,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(90, 15)",adaptive,500000.0,adam +0.5359632968902588,0.0,0.0098297595977783,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(90, 45)",invscaling,500000.0,adam +0.6162919998168945,0.0,0.0104632377624511,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(90, 75)",constant,500000.0,adam +0.38262486457824707,0.0,0.0117490291595458,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(90, 90)",constant,500000.0,adam +0.38497209548950195,0.0,0.0125749111175537,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(20, 20, 40)",adaptive,500000.0,adam +0.32283997535705566,0.0,0.011502981185913,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(20, 40, 20)",constant,500000.0,adam +0.4833638668060303,0.0,0.0098133087158203,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(20, 40, 60)",adaptive,500000.0,adam +0.5225329399108887,0.0,0.0152080059051513,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(20, 60, 80)",invscaling,500000.0,adam +0.44226789474487305,0.0,0.010782241821289,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(20, 80, 40)",adaptive,500000.0,adam +0.9538331031799316,0.0,0.009347915649414,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(20, 80, 100)",constant,500000.0,adam +0.6043939590454102,0.0,0.0095279216766357,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(20, 80, 100)",adaptive,500000.0,adam +0.6445579528808594,0.0,0.009253978729248,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(20, 100, 100)",invscaling,500000.0,adam +0.39569711685180664,0.0,0.0107729434967041,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(40, 20, 20)",invscaling,500000.0,adam +0.38553595542907715,0.0,0.0096499919891357,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(40, 40, 60)",adaptive,500000.0,adam +0.50520920753479,0.0,0.0089747905731201,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(40, 60, 20)",constant,500000.0,adam +0.5921792984008789,0.0,0.0095818042755126,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(40, 60, 80)",constant,500000.0,adam +0.5109670162200928,0.0,0.0113978385925292,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(40, 60, 100)",constant,500000.0,adam +0.3823397159576416,0.0,0.0099539756774902,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(40, 80, 60)",adaptive,500000.0,adam +0.4597928524017334,0.0,0.0098381042480468,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(40, 100, 40)",adaptive,500000.0,adam +0.6151165962219238,0.0,0.0120213031768798,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(40, 100, 60)",adaptive,500000.0,adam +0.6340959072113037,0.0,0.0152180194854736,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(40, 100, 80)",adaptive,500000.0,adam +0.44242310523986816,0.0,0.0117690563201904,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(60, 20, 40)",adaptive,500000.0,adam +0.28833889961242676,0.0,0.0091290473937988,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(60, 20, 60)",constant,500000.0,adam +0.33969783782958984,0.0,0.0109810829162597,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(60, 40, 20)",constant,500000.0,adam +0.3138718605041504,0.0,0.0127441883087158,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(60, 40, 40)",invscaling,500000.0,adam +0.37862586975097656,0.0,0.0098421573638916,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(60, 40, 100)",adaptive,500000.0,adam +0.4602530002593994,0.0,0.0094380378723144,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(60, 60, 20)",adaptive,500000.0,adam +0.33382606506347656,0.0,0.0113759040832519,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(60, 60, 40)",adaptive,500000.0,adam +0.5806148052215576,0.0,0.0096492767333984,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(60, 80, 40)",adaptive,500000.0,adam +0.48930883407592773,0.0,0.0115010738372802,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(80, 40, 20)",invscaling,500000.0,adam +0.4235069751739502,0.0,0.0098538398742675,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(80, 40, 60)",adaptive,500000.0,adam +0.5335679054260254,0.0,0.0086872577667236,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(80, 40, 80)",adaptive,500000.0,adam +0.4176340103149414,0.0,0.0110089778900146,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(80, 40, 100)",invscaling,500000.0,adam +0.531512975692749,0.0,0.0103058815002441,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(80, 80, 40)",constant,500000.0,adam +0.44132399559020996,0.0,0.0095071792602539,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(80, 100, 20)",invscaling,500000.0,adam +0.3569600582122803,0.0,0.0107326507568359,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(100, 20, 20)",constant,500000.0,adam +0.45103907585144043,0.0,0.0164411067962646,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(100, 20, 20)",invscaling,500000.0,adam +0.3758280277252197,0.0,0.0096619129180908,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(100, 20, 100)",constant,500000.0,adam +0.5028679370880127,0.0,0.0103580951690673,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(100, 20, 100)",invscaling,500000.0,adam +0.6185390949249268,0.0,0.01121187210083,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(100, 40, 40)",invscaling,500000.0,adam +0.49915313720703125,0.0,0.0134830474853515,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(100, 40, 60)",invscaling,500000.0,adam +0.5007879734039307,0.0,0.0144069194793701,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(100, 40, 60)",adaptive,500000.0,adam +0.5393679141998291,0.0,0.0109717845916748,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(100, 60, 60)",invscaling,500000.0,adam +0.6097638607025146,0.0,0.0094430446624755,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(100, 60, 80)",adaptive,500000.0,adam +0.5550591945648193,0.0,0.0098288059234619,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(100, 60, 100)",adaptive,500000.0,adam +0.517646312713623,0.0,0.0156209468841552,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(100, 80, 100)",constant,500000.0,adam +0.6501350402832031,0.0,0.0117747783660888,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,identity,"(100, 100, 60)",constant,500000.0,adam +11.291.611.194.610.500,0.0,0.0076818466186523,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,logistic,"(45, 15)",invscaling,500000.0,adam +13.905.258.178.710.900,0.0,0.0121769905090332,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,logistic,"(45, 30)",invscaling,500000.0,adam +14.186.041.355.133.000,0.0,0.0106360912322998,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,logistic,"(75, 15)",adaptive,500000.0,adam +18.258.328.437.805.100,0.0,0.0089311599731445,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,logistic,"(40, 40, 80)",constant,500000.0,adam +2.218.291.997.909.540,0.0,0.0097367763519287,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,logistic,"(40, 60, 100)",invscaling,500000.0,adam +21.344.850.063.323.900,0.0,0.0089919567108154,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,logistic,"(40, 80, 60)",constant,500000.0,adam +2.716.571.092.605.590,0.0,0.0092489719390869,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,logistic,"(40, 80, 100)",invscaling,500000.0,adam +13.645.908.832.550.000,0.0,0.0093219280242919,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,logistic,"(60, 20, 100)",invscaling,500000.0,adam +2.627.419.948.577.880,0.0,0.0090360641479492,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,logistic,"(60, 80, 100)",constant,500000.0,adam +224.906.587.600.708,0.0,0.0094659328460693,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,logistic,"(60, 100, 20)",invscaling,500000.0,adam +2.148.184.061.050.410,0.0,0.0098860263824462,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,logistic,"(60, 100, 60)",adaptive,500000.0,adam +16.552.748.680.114.700,0.0,0.0101711750030517,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,logistic,"(80, 40, 80)",constant,500000.0,adam +19.027.070.999.145.500,0.0,0.0086169242858886,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,logistic,"(80, 60, 40)",constant,500000.0,adam +17.208.900.451.660.100,0.0,0.0093750953674316,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,logistic,"(100, 20, 100)",adaptive,500000.0,adam +2.502.303.123.474.120,0.0,0.0089898109436035,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,logistic,"(100, 60, 100)",constant,500000.0,adam +0.850787878036499,0.0,0.0076169967651367,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,tanh,"(30, 15)",adaptive,500000.0,sgd +21.549.110.412.597.600,0.0,0.0087242126464843,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,tanh,"(20, 40, 80)",adaptive,500000.0,sgd +13.252.580.165.863.000,0.0,0.0133907794952392,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,tanh,"(40, 20, 20)",constant,500000.0,sgd +24.625.461.101.531.900,0.0,0.0122268199920654,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,tanh,"(60, 40, 20)",adaptive,500000.0,sgd +3.325.376.033.782.950,0.0,0.0086128711700439,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,tanh,"(60, 80, 80)",adaptive,500000.0,sgd +23.068.947.792.053.200,0.0,0.0097882747650146,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,tanh,"(100, 60, 40)",constant,500000.0,sgd +16.413.159.370.422.300,0.0,0.0086250305175781,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7346938775510204,0.7346938775510204,0.0,3676,0.7701149425287356,0.7701149425287356,0.0,3313,0.8372093023255814,0.8372093023255814,0.0,3657,0.782608695652174,0.782608695652174,0.0,3396,MLPClassifier,,,,,,,relu,"(15, 30)",constant,500000.0,sgd +0.5260889530181885,0.0,0.0083310604095458,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,20,constant,500000.0,adam +0.340390682220459,0.0,0.0406169891357421,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,30,constant,500000.0,adam +0.37873411178588867,0.0,0.0079727172851562,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,30,adaptive,500000.0,adam +0.4041459560394287,0.0,0.0130691528320312,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,40,adaptive,500000.0,adam +0.40125417709350586,0.0,0.0110478401184082,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,50,constant,500000.0,adam +0.3477203845977783,0.0,0.0164368152618408,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,55,constant,500000.0,adam +0.3658428192138672,0.0,0.0108108520507812,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,55,adaptive,500000.0,adam +0.43758606910705566,0.0,0.0081298351287841,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,60,constant,500000.0,adam +0.3854970932006836,0.0,0.0109241008758544,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,60,adaptive,500000.0,adam +0.26846885681152344,0.0,0.0102531909942626,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,65,adaptive,500000.0,adam +0.4468417167663574,0.0,0.0116579532623291,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,70,constant,500000.0,adam +0.42455601692199707,0.0,0.0109450817108154,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,70,invscaling,500000.0,adam +0.35434579849243164,0.0,0.0098853111267089,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,75,constant,500000.0,adam +0.4062032699584961,0.0,0.0100848674774169,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,75,invscaling,500000.0,adam +0.38408398628234863,0.0,0.0099561214447021,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,75,adaptive,500000.0,adam +0.39169788360595703,0.0,0.0112178325653076,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,80,adaptive,500000.0,adam +0.39777612686157227,0.0,0.0090730190277099,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,90,invscaling,500000.0,adam +0.3324768543243408,0.0,0.011254072189331,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,95,constant,500000.0,adam +0.3056831359863281,0.0,0.0083158016204833,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,95,adaptive,500000.0,adam +0.38535404205322266,0.0,0.0099897384643554,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,100,constant,500000.0,adam +0.37981581687927246,0.0,0.0103921890258789,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,100,invscaling,500000.0,adam +0.33240485191345215,0.0,0.0105781555175781,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,100,adaptive,500000.0,adam +0.3627970218658447,0.0,0.0092248916625976,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(15, 30)",constant,500000.0,adam +0.39892101287841797,0.0,0.0104420185089111,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(15, 30)",invscaling,500000.0,adam +0.4878520965576172,0.0,0.0096209049224853,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(15, 30)",adaptive,500000.0,adam +0.6287431716918945,0.0,0.008516788482666,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(15, 45)",constant,500000.0,adam +0.5759880542755127,0.0,0.0156388282775878,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(15, 45)",invscaling,500000.0,adam +0.37290215492248535,0.0,0.0082528591156005,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(15, 45)",adaptive,500000.0,adam +0.39050912857055664,0.0,0.0092389583587646,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(15, 60)",constant,500000.0,adam +0.46094679832458496,0.0,0.0094521045684814,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(15, 60)",invscaling,500000.0,adam +0.36282896995544434,0.0,0.0081169605255126,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(15, 60)",adaptive,500000.0,adam +0.38518190383911133,0.0,0.0082111358642578,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(15, 75)",invscaling,500000.0,adam +0.41283297538757324,0.0,0.0111470222473144,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(30, 15)",invscaling,500000.0,adam +0.4517498016357422,0.0,0.0109839439392089,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(30, 15)",adaptive,500000.0,adam +0.41051435470581055,0.0,0.0078787803649902,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(30, 30)",constant,500000.0,adam +0.5088880062103271,0.0,0.0108921527862548,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(30, 45)",invscaling,500000.0,adam +0.37671661376953125,0.0,0.0104410648345947,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(30, 60)",constant,500000.0,adam +0.4827229976654053,0.0,0.0082948207855224,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(30, 60)",adaptive,500000.0,adam +0.454193115234375,0.0,0.0113959312438964,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(30, 75)",adaptive,500000.0,adam +0.48650097846984863,0.0,0.0134108066558837,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(30, 90)",constant,500000.0,adam +0.40044116973876953,0.0,0.008401870727539,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(30, 90)",invscaling,500000.0,adam +0.561866044998169,0.0,0.0146007537841796,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(30, 90)",adaptive,500000.0,adam +0.3171579837799072,0.0,0.0103211402893066,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(45, 15)",adaptive,500000.0,adam +0.4645049571990967,0.0,0.0086028575897216,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(45, 30)",constant,500000.0,adam +0.4330019950866699,0.0,0.0085089206695556,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(45, 30)",invscaling,500000.0,adam +0.49726271629333496,0.0,0.0099329948425292,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(45, 60)",constant,500000.0,adam +0.6909079551696777,0.0,0.0108962059020996,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(45, 75)",invscaling,500000.0,adam +0.37601470947265625,0.0,0.0114393234252929,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(45, 75)",adaptive,500000.0,adam +0.5150198936462402,0.0,0.0159029960632324,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(45, 90)",constant,500000.0,adam +0.616121768951416,0.0,0.0125231742858886,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(45, 90)",invscaling,500000.0,adam +0.4338490962982178,0.0,0.0122041702270507,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 15)",constant,500000.0,adam +0.47707104682922363,0.0,0.0062060356140136,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 15)",invscaling,500000.0,adam +0.4879939556121826,0.0,0.009225845336914,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 15)",adaptive,500000.0,adam +0.3820369243621826,0.0,0.0092830657958984,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 30)",constant,500000.0,adam +0.34999990463256836,0.0,0.009857177734375,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 30)",invscaling,500000.0,adam +0.2537682056427002,0.0,0.0104918479919433,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 45)",invscaling,500000.0,adam +0.5100753307342529,0.0,0.0112218856811523,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 45)",adaptive,500000.0,adam +0.44568490982055664,0.0,0.0098121166229248,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 90)",invscaling,500000.0,adam +0.49744105339050293,0.0,0.0098540782928466,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 90)",adaptive,500000.0,adam +0.429797887802124,0.0,0.0110020637512207,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(75, 15)",constant,500000.0,adam +0.4228248596191406,0.0,0.0118978023529052,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(75, 15)",invscaling,500000.0,adam +0.3518190383911133,0.0,0.0109038352966308,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(75, 30)",constant,500000.0,adam +0.45381975173950195,0.0,0.0102581977844238,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(75, 30)",invscaling,500000.0,adam +0.5706870555877686,0.0,0.0108451843261718,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(75, 60)",constant,500000.0,adam +0.5981850624084473,0.0,0.0128259658813476,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(75, 75)",adaptive,500000.0,adam +0.32492804527282715,0.0,0.0109961032867431,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(90, 15)",constant,500000.0,adam +0.3141310214996338,0.0,0.0109579563140869,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(90, 30)",invscaling,500000.0,adam +0.43307924270629883,0.0,0.0094189643859863,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(90, 30)",adaptive,500000.0,adam +0.35125303268432617,0.0,0.0161130428314209,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(90, 45)",constant,500000.0,adam +0.6015689373016357,0.0,0.0112068653106689,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(90, 45)",adaptive,500000.0,adam +0.3569958209991455,0.0,0.0100059509277343,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(90, 60)",constant,500000.0,adam +0.4312150478363037,0.0,0.0121738910675048,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(90, 60)",invscaling,500000.0,adam +0.4281880855560303,0.0,0.0157859325408935,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(90, 60)",adaptive,500000.0,adam +0.5528771877288818,0.0,0.0097959041595458,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(90, 75)",invscaling,500000.0,adam +0.6103570461273193,0.0,0.0093388557434082,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(90, 90)",invscaling,500000.0,adam +0.6671779155731201,0.0,0.0094790458679199,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 20, 20)",constant,500000.0,adam +0.5577049255371094,0.0,0.0112431049346923,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 20, 40)",constant,500000.0,adam +0.5011069774627686,0.0,0.0103240013122558,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 20, 100)",constant,500000.0,adam +0.5049710273742676,0.0,0.0084369182586669,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 40, 20)",adaptive,500000.0,adam +0.5228726863861084,0.0,0.0099692344665527,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 40, 40)",adaptive,500000.0,adam +0.5160901546478271,0.0,0.012955904006958,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 40, 60)",constant,500000.0,adam +0.4386608600616455,0.0,0.0103490352630615,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 60, 20)",constant,500000.0,adam +0.6689009666442871,0.0,0.0093839168548583,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 60, 40)",adaptive,500000.0,adam +0.63521409034729,0.0,0.0092449188232421,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 60, 80)",constant,500000.0,adam +0.5384750366210938,0.0,0.0092389583587646,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 60, 100)",adaptive,500000.0,adam +0.6567127704620361,0.0,0.0100963115692138,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 80, 20)",invscaling,500000.0,adam +0.48767995834350586,0.0,0.0104281902313232,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 80, 40)",constant,500000.0,adam +0.45052409172058105,0.0,0.0081501007080078,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 80, 40)",invscaling,500000.0,adam +0.34229183197021484,0.0,0.011254072189331,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 80, 60)",constant,500000.0,adam +0.43221306800842285,0.0,0.0100977420806884,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 100, 20)",invscaling,500000.0,adam +0.3421149253845215,0.0,0.0129380226135253,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 100, 40)",invscaling,500000.0,adam +0.6551141738891602,0.0,0.0137939453125,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 100, 60)",constant,500000.0,adam +0.44173574447631836,0.0,0.009073257446289,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 100, 80)",constant,500000.0,adam +0.7253818511962891,0.0,0.0089662075042724,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(20, 100, 100)",adaptive,500000.0,adam +0.5245449542999268,0.0,0.0091731548309326,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 20, 20)",constant,500000.0,adam +0.44932985305786133,0.0,0.0092051029205322,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 20, 40)",invscaling,500000.0,adam +0.44050097465515137,0.0,0.008836030960083,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 20, 40)",adaptive,500000.0,adam +0.5328369140625,0.0,0.0114350318908691,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 20, 80)",constant,500000.0,adam +0.40617918968200684,0.0,0.0098137855529785,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 20, 80)",adaptive,500000.0,adam +0.6275041103363037,0.0,0.0112347602844238,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 20, 100)",constant,500000.0,adam +0.5870211124420166,0.0,0.0100648403167724,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 20, 100)",adaptive,500000.0,adam +0.45640015602111816,0.0,0.0136547088623046,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 40, 60)",constant,500000.0,adam +0.35329103469848633,0.0,0.0088000297546386,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 60, 20)",invscaling,500000.0,adam +0.3894681930541992,0.0,0.0120971202850341,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 60, 40)",invscaling,500000.0,adam +0.5349879264831543,0.0,0.0127780437469482,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 60, 80)",invscaling,500000.0,adam +0.4593679904937744,0.0,0.0101158618927001,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 60, 80)",adaptive,500000.0,adam +0.38527417182922363,0.0,0.0090398788452148,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 80, 20)",constant,500000.0,adam +0.5031390190124512,0.0,0.0100538730621337,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 80, 20)",invscaling,500000.0,adam +0.38328027725219727,0.0,0.0105369091033935,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 80, 20)",adaptive,500000.0,adam +0.32740306854248047,0.0,0.0147359371185302,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 80, 40)",constant,500000.0,adam +0.8083083629608154,0.0,0.0099568367004394,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 80, 40)",adaptive,500000.0,adam +0.41407203674316406,0.0,0.0145199298858642,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 80, 60)",invscaling,500000.0,adam +0.440399169921875,0.0,0.0105259418487548,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 80, 80)",constant,500000.0,adam +0.4713938236236572,0.0,0.0094730854034423,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 80, 80)",invscaling,500000.0,adam +0.5952451229095459,0.0,0.0101938247680664,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 80, 100)",invscaling,500000.0,adam +0.46491098403930664,0.0,0.0119869709014892,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 100, 20)",constant,500000.0,adam +0.5677390098571777,0.0,0.0120041370391845,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 100, 20)",invscaling,500000.0,adam +0.31076478958129883,0.0,0.0097920894622802,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 100, 20)",adaptive,500000.0,adam +0.3269689083099365,0.0,0.0097460746765136,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 100, 40)",invscaling,500000.0,adam +0.5917532444000244,0.0,0.0102326869964599,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(40, 100, 80)",constant,500000.0,adam +0.43219780921936035,0.0,0.0118441581726074,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 20, 20)",invscaling,500000.0,adam +0.4535820484161377,0.0,0.009761095046997,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 20, 40)",constant,500000.0,adam +0.5221879482269287,0.0,0.008350133895874,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 20, 60)",adaptive,500000.0,adam +0.4484260082244873,0.0,0.0087621212005615,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 20, 80)",constant,500000.0,adam +0.3566560745239258,0.0,0.0109028816223144,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 20, 80)",adaptive,500000.0,adam +0.3968348503112793,0.0,0.0090539455413818,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 40, 20)",invscaling,500000.0,adam +0.3517131805419922,0.0,0.0097730159759521,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 40, 40)",adaptive,500000.0,adam +0.40015101432800293,0.0,0.0119249820709228,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 40, 60)",constant,500000.0,adam +0.6878519058227539,0.0,0.0092470645904541,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 40, 60)",invscaling,500000.0,adam +0.5088400840759277,0.0,0.0095307826995849,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 40, 80)",invscaling,500000.0,adam +0.6569540500640869,0.0,0.0087158679962158,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 40, 100)",constant,500000.0,adam +0.447376012802124,0.0,0.0102689266204833,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 60, 20)",constant,500000.0,adam +0.49666309356689453,0.0,0.0094320774078369,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 60, 60)",constant,500000.0,adam +0.5142850875854492,0.0,0.0098628997802734,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 60, 80)",constant,500000.0,adam +0.6395041942596436,0.0,0.0127339363098144,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 60, 100)",constant,500000.0,adam +0.523021936416626,0.0,0.0223140716552734,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 60, 100)",invscaling,500000.0,adam +0.40143799781799316,0.0,0.0130760669708251,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 80, 20)",constant,500000.0,adam +0.5111486911773682,0.0,0.0096731185913085,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 80, 20)",adaptive,500000.0,adam +0.43119287490844727,0.0,0.0071511268615722,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 80, 40)",invscaling,500000.0,adam +0.46055030822753906,0.0,0.0114717483520507,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 80, 60)",invscaling,500000.0,adam +0.4343068599700928,0.0,0.0140469074249267,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 80, 60)",adaptive,500000.0,adam +0.4302518367767334,0.0,0.0086269378662109,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 80, 80)",constant,500000.0,adam +0.49619603157043457,0.0,0.010300874710083,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 100, 20)",invscaling,500000.0,adam +0.39806413650512695,0.0,0.014554738998413,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 100, 40)",constant,500000.0,adam +0.5327129364013672,0.0,0.0103888511657714,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(60, 100, 80)",constant,500000.0,adam +0.45637011528015137,0.0,0.0075170993804931,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 20, 20)",constant,500000.0,adam +0.35247111320495605,0.0,0.0121231079101562,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 20, 20)",adaptive,500000.0,adam +0.3992469310760498,0.0,0.009479284286499,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 20, 60)",adaptive,500000.0,adam +0.4031550884246826,0.0,0.0095059871673583,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 20, 100)",invscaling,500000.0,adam +0.41425204277038574,0.0,0.0122249126434326,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 20, 100)",adaptive,500000.0,adam +0.3635880947113037,0.0,0.0114068984985351,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 40, 40)",adaptive,500000.0,adam +0.3754720687866211,0.0,0.0095689296722412,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 40, 60)",invscaling,500000.0,adam +0.5440030097961426,0.0,0.0096478462219238,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 40, 80)",constant,500000.0,adam +0.47734618186950684,0.0,0.0113799571990966,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 60, 20)",constant,500000.0,adam +0.4553399085998535,0.0,0.0096368789672851,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 60, 20)",invscaling,500000.0,adam +0.418241024017334,0.0,0.0111370086669921,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 60, 20)",adaptive,500000.0,adam +0.4108998775482178,0.0,0.0106520652770996,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 60, 40)",invscaling,500000.0,adam +0.4844520092010498,0.0,0.0094850063323974,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 60, 40)",adaptive,500000.0,adam +0.6256837844848633,0.0,0.0095951557159423,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 60, 60)",invscaling,500000.0,adam +0.5096051692962646,0.0,0.0161547660827636,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 60, 60)",adaptive,500000.0,adam +0.5278830528259277,0.0,0.011707067489624,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 80, 60)",invscaling,500000.0,adam +0.4069797992706299,0.0,0.0146951675415039,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 80, 100)",constant,500000.0,adam +0.518272876739502,0.0,0.0094327926635742,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 100, 40)",constant,500000.0,adam +0.4158170223236084,0.0,0.0104010105133056,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 100, 40)",invscaling,500000.0,adam +0.4747438430786133,0.0,0.0112099647521972,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 100, 60)",invscaling,500000.0,adam +0.5311896800994873,0.0,0.0103261470794677,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 100, 60)",adaptive,500000.0,adam +0.5184252262115479,0.0,0.0112309455871582,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 100, 80)",invscaling,500000.0,adam +0.6205029487609863,0.0,0.0141639709472656,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(80, 100, 100)",adaptive,500000.0,adam +0.4285919666290283,0.0,0.0103881359100341,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 20, 20)",adaptive,500000.0,adam +0.42386293411254883,0.0,0.0104398727416992,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 20, 40)",constant,500000.0,adam +0.35606884956359863,0.0,0.0114648342132568,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 20, 40)",adaptive,500000.0,adam +0.43843722343444824,0.0,0.0135769844055175,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 20, 60)",invscaling,500000.0,adam +0.47464704513549805,0.0,0.0097401142120361,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 20, 60)",adaptive,500000.0,adam +0.5098850727081299,0.0,0.0140478610992431,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 20, 80)",constant,500000.0,adam +0.4318511486053467,0.0,0.0097887516021728,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 40, 20)",constant,500000.0,adam +0.41922521591186523,0.0,0.0118436813354492,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 40, 20)",adaptive,500000.0,adam +0.49998998641967773,0.0,0.0102779865264892,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 40, 80)",constant,500000.0,adam +0.4965171813964844,0.0,0.0226969718933105,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 40, 80)",invscaling,500000.0,adam +0.4574129581451416,0.0,0.0118381977081298,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 40, 100)",invscaling,500000.0,adam +0.5033338069915771,0.0,0.0138521194458007,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 40, 100)",adaptive,500000.0,adam +0.4792969226837158,0.0,0.0088169574737548,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 60, 40)",adaptive,500000.0,adam +0.6858961582183838,0.0,0.0141329765319824,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 60, 60)",constant,500000.0,adam +0.5348968505859375,0.0,0.0107350349426269,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 60, 80)",constant,500000.0,adam +0.5033931732177734,0.0,0.0152089595794677,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 60, 80)",invscaling,500000.0,adam +0.6711139678955078,0.0,0.0157580375671386,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 60, 100)",constant,500000.0,adam +0.502382755279541,0.0,0.0104820728302001,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 80, 20)",constant,500000.0,adam +0.4549601078033447,0.0,0.0098137855529785,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 80, 20)",invscaling,500000.0,adam +0.5187461376190186,0.0,0.0125539302825927,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 80, 60)",constant,500000.0,adam +0.7507951259613037,0.0,0.0107667446136474,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 80, 80)",invscaling,500000.0,adam +0.5640017986297607,0.0,0.0096440315246582,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 80, 100)",adaptive,500000.0,adam +0.4665660858154297,0.0,0.0114297866821289,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 100, 20)",adaptive,500000.0,adam +0.6604809761047363,0.0,0.0129179954528808,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 100, 40)",constant,500000.0,adam +0.5730829238891602,0.0,0.0112140178680419,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,identity,"(100, 100, 40)",invscaling,500000.0,adam +21.542.656.421.661.300,0.0,0.0164310932159423,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,tanh,"(40, 20, 100)",adaptive,500000.0,sgd +19.564.878.940.582.200,0.0,0.0090610980987548,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,tanh,"(40, 60, 60)",constant,500000.0,sgd +17.006.289.958.953.800,0.0,0.0089342594146728,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,tanh,"(80, 20, 40)",constant,500000.0,sgd +2.625.823.974.609.370,0.0,0.0093963146209716,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,tanh,"(80, 80, 20)",adaptive,500000.0,sgd +3.636.319.875.717.160,0.0,0.0098929405212402,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,tanh,"(80, 80, 100)",adaptive,500000.0,sgd +1.038.459.062.576.290,0.0,0.0079827308654785,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7446808510638298,0.7446808510638298,0.0,3208,0.7701149425287356,0.7701149425287356,0.0,3313,0.813953488372093,0.813953488372093,0.0,3937,0.7777777777777778,0.7777777777777778,0.0,3487,MLPClassifier,,,,,,,relu,100,constant,500000.0,sgd +0.43808698654174805,0.0,0.0120339393615722,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(15, 15)",adaptive,500000.0,adam +0.32021617889404297,0.0,0.011301040649414,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(45, 75)",constant,500000.0,adam +0.4493529796600342,0.0,0.0098018646240234,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(60, 45)",constant,500000.0,adam +0.355241060256958,0.0,0.0121338367462158,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(75, 45)",adaptive,500000.0,adam +0.5586659908294678,0.0,0.0117480754852294,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(90, 90)",adaptive,500000.0,adam +0.2670438289642334,0.0,0.0080969333648681,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(20, 20, 40)",invscaling,500000.0,adam +0.519981861114502,0.0,0.0104010105133056,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(20, 20, 60)",constant,500000.0,adam +0.431596040725708,0.0,0.0097658634185791,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(20, 40, 40)",constant,500000.0,adam +0.6460621356964111,0.0,0.009455919265747,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(20, 100, 20)",constant,500000.0,adam +0.33159518241882324,0.0,0.0113179683685302,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(20, 100, 40)",constant,500000.0,adam +0.3626220226287842,0.0,0.0112419128417968,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(60, 20, 40)",invscaling,500000.0,adam +0.5884151458740234,0.0,0.0114140510559082,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(60, 40, 60)",adaptive,500000.0,adam +0.4891810417175293,0.0,0.0104310512542724,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(60, 100, 80)",invscaling,500000.0,adam +0.38739609718322754,0.0,0.0126521587371826,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(80, 20, 20)",invscaling,500000.0,adam +0.5164170265197754,0.0,0.0092241764068603,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(80, 40, 40)",constant,500000.0,adam +0.40932703018188477,0.0,0.0104172229766845,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(80, 80, 60)",constant,500000.0,adam +0.6750762462615967,0.0,0.010761022567749,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(80, 80, 80)",adaptive,500000.0,adam +0.389815092086792,0.0,0.0129158496856689,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(80, 100, 40)",adaptive,500000.0,adam +0.4334735870361328,0.0,0.0101313591003417,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(100, 20, 60)",constant,500000.0,adam +0.5024020671844482,0.0,0.0098838806152343,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(100, 20, 80)",invscaling,500000.0,adam +0.45604920387268066,0.0,0.0097780227661132,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(100, 40, 40)",adaptive,500000.0,adam +0.7155718803405762,0.0,0.0098040103912353,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(100, 40, 100)",constant,500000.0,adam +0.4698147773742676,0.0,0.0105493068695068,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(100, 60, 20)",constant,500000.0,adam +0.7696840763092041,0.0,0.0102880001068115,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(100, 80, 40)",constant,500000.0,adam +0.5708358287811279,0.0,0.0116999149322509,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(100, 80, 80)",adaptive,500000.0,adam +16.333.539.485.931.300,0.0,0.0084760189056396,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7555555555555555,0.7555555555555555,0.0,2880,0.7701149425287356,0.7701149425287356,0.0,3313,0.7906976744186046,0.7906976744186046,0.0,4827,0.7727272727272727,0.7727272727272727,0.0,3756,MLPClassifier,,,,,,,identity,"(100, 100, 100)",adaptive,500000.0,sgd +0.8176860809326172,0.0,0.008713960647583,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.6964285714285714,0.6964285714285714,0.0,5406,0.7586206896551724,0.7586206896551724,0.0,3698,0.9069767441860463,0.9069767441860463,0.0,3336,0.7878787878787877,0.7878787878787877,0.0,3354,MLPClassifier,,,,,,,relu,5,constant,500000.0,lbfgs +1.436.950.922.012.320,0.0,0.0114340782165527,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.6964285714285714,0.6964285714285714,0.0,5406,0.7586206896551724,0.7586206896551724,0.0,3698,0.9069767441860463,0.9069767441860463,0.0,3336,0.7878787878787877,0.7878787878787877,0.0,3354,MLPClassifier,,,,,,,relu,5,adaptive,500000.0,adam +7.060.322.999.954.220,0.0,0.007922887802124,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6964285714285714,0.6964285714285714,0.0,5406,0.7586206896551724,0.7586206896551724,0.0,3698,0.9069767441860463,0.9069767441860463,0.0,3336,0.7878787878787877,0.7878787878787877,0.0,3354,MLPClassifier,,,,,,,relu,"(20, 20, 40)",constant,500000.0,sgd +29.218.590.259.552,0.0,0.0096077919006347,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7037037037037037,0.7037037037037037,0.0,5276,0.7586206896551724,0.7586206896551724,0.0,3698,0.8837209302325582,0.8837209302325582,0.0,3367,0.7835051546391752,0.7835051546391752,0.0,3393,MLPClassifier,,,,,,,logistic,"(60, 100, 20)",constant,500000.0,adam +31.169.979.572.296.100,0.0,0.0092699527740478,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7037037037037037,0.7037037037037037,0.0,5276,0.7586206896551724,0.7586206896551724,0.0,3698,0.8837209302325582,0.8837209302325582,0.0,3367,0.7835051546391752,0.7835051546391752,0.0,3393,MLPClassifier,,,,,,,logistic,"(60, 100, 100)",constant,500000.0,adam +984.605.598.449.707,0.0,0.0087659358978271,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7037037037037037,0.7037037037037037,0.0,5276,0.7586206896551724,0.7586206896551724,0.0,3698,0.8837209302325582,0.8837209302325582,0.0,3367,0.7835051546391752,0.7835051546391752,0.0,3393,MLPClassifier,,,,,,,relu,"(20, 60, 100)",constant,500000.0,sgd +19.319.438.934.326.100,0.0,0.009336233139038,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7115384615384616,0.7115384615384616,0.0,5102,0.7586206896551724,0.7586206896551724,0.0,3698,0.8604651162790697,0.8604651162790697,0.0,3618,0.7789473684210527,0.7789473684210527,0.0,3480,MLPClassifier,,,,,,,tanh,"(20, 20, 20)",adaptive,500000.0,sgd +24.279.298.782.348.600,0.0,0.0086729526519775,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7115384615384616,0.7115384615384616,0.0,5102,0.7586206896551724,0.7586206896551724,0.0,3698,0.8604651162790697,0.8604651162790697,0.0,3618,0.7789473684210527,0.7789473684210527,0.0,3480,MLPClassifier,,,,,,,tanh,"(20, 80, 40)",constant,500000.0,sgd +2.432.525.157.928.460,0.0,0.0090277194976806,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7115384615384616,0.7115384615384616,0.0,5102,0.7586206896551724,0.7586206896551724,0.0,3698,0.8604651162790697,0.8604651162790697,0.0,3618,0.7789473684210527,0.7789473684210527,0.0,3480,MLPClassifier,,,,,,,tanh,"(40, 40, 80)",adaptive,500000.0,sgd +18.733.501.434.326.100,0.0,0.0091767311096191,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7115384615384616,0.7115384615384616,0.0,5102,0.7586206896551724,0.7586206896551724,0.0,3698,0.8604651162790697,0.8604651162790697,0.0,3618,0.7789473684210527,0.7789473684210527,0.0,3480,MLPClassifier,,,,,,,tanh,"(100, 20, 40)",adaptive,500000.0,sgd +2.268.505.096.435.540,0.0,0.0093319416046142,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7115384615384616,0.7115384615384616,0.0,5102,0.7586206896551724,0.7586206896551724,0.0,3698,0.8604651162790697,0.8604651162790697,0.0,3618,0.7789473684210527,0.7789473684210527,0.0,3480,MLPClassifier,,,,,,,relu,"(30, 15)",constant,500000.0,sgd +3.360.208.034.515.380,0.0,0.0078818798065185,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7115384615384616,0.7115384615384616,0.0,5102,0.7586206896551724,0.7586206896551724,0.0,3698,0.8604651162790697,0.8604651162790697,0.0,3618,0.7789473684210527,0.7789473684210527,0.0,3480,MLPClassifier,,,,,,,relu,"(30, 15)",adaptive,500000.0,sgd +562.471.604.347.229,0.0,0.0084638595581054,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7115384615384616,0.7115384615384616,0.0,5102,0.7586206896551724,0.7586206896551724,0.0,3698,0.8604651162790697,0.8604651162790697,0.0,3618,0.7789473684210527,0.7789473684210527,0.0,3480,MLPClassifier,,,,,,,relu,"(60, 90)",adaptive,500000.0,sgd +0.42815089225769043,0.0,0.013477087020874,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,50,invscaling,500000.0,adam +0.39237403869628906,0.0,0.0135409832000732,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,65,invscaling,500000.0,adam +0.41251111030578613,0.0,0.0079789161682128,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(15, 15)",invscaling,500000.0,adam +0.3078148365020752,0.0,0.0149979591369628,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(30, 30)",invscaling,500000.0,adam +0.48091793060302734,0.0,0.0191948413848876,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(60, 75)",invscaling,500000.0,adam +0.49573302268981934,0.0,0.0137090682983398,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(75, 90)",constant,500000.0,adam +0.49188971519470215,0.0,0.0114409923553466,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(20, 40, 20)",invscaling,500000.0,adam +0.5790657997131348,0.0,0.0103850364685058,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(20, 40, 80)",adaptive,500000.0,adam +0.3471553325653076,0.0,0.0107645988464355,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(40, 20, 60)",constant,500000.0,adam +0.4044930934906006,0.0,0.0088472366333007,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(40, 20, 60)",invscaling,500000.0,adam +0.3476080894470215,0.0,0.0097877979278564,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(40, 40, 20)",invscaling,500000.0,adam +0.5377888679504395,0.0,0.0145342350006103,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(40, 40, 80)",constant,500000.0,adam +0.4153892993927002,0.0,0.0092968940734863,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(40, 40, 100)",adaptive,500000.0,adam +0.5180160999298096,0.0,0.0090348720550537,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(40, 60, 100)",invscaling,500000.0,adam +0.6901330947875977,0.0,0.0096750259399414,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(40, 100, 100)",adaptive,500000.0,adam +0.45971202850341797,0.0,0.014327049255371,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(60, 20, 60)",invscaling,500000.0,adam +0.4869980812072754,0.0,0.0112848281860351,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(60, 20, 100)",invscaling,500000.0,adam +0.4102160930633545,0.0,0.0090501308441162,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(60, 60, 60)",invscaling,500000.0,adam +0.49544334411621094,0.0,0.0103087425231933,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(60, 100, 20)",constant,500000.0,adam +0.4360373020172119,0.0,0.0108778476715087,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(80, 20, 40)",constant,500000.0,adam +0.45333194732666016,0.0,0.0118651390075683,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(80, 20, 80)",constant,500000.0,adam +0.47095489501953125,0.0,0.0136702060699462,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(80, 40, 20)",constant,500000.0,adam +0.47864389419555664,0.0,0.009793996810913,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(80, 60, 80)",invscaling,500000.0,adam +0.46134018898010254,0.0,0.014941930770874,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(80, 60, 100)",constant,500000.0,adam +0.5587680339813232,0.0,0.0095667839050292,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(100, 40, 20)",invscaling,500000.0,adam +0.48790764808654785,0.0,0.011336326599121,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(100, 60, 40)",invscaling,500000.0,adam +0.5029001235961914,0.0,0.0174949169158935,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(100, 60, 100)",invscaling,500000.0,adam +0.8888359069824219,0.0,0.0117239952087402,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,identity,"(100, 100, 100)",constant,500000.0,adam +28.114.988.803.863.500,0.0,0.0133070945739746,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(90, 90)",constant,500000.0,adam +19.937.539.100.646.900,0.0,0.0111410617828369,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(20, 20, 60)",adaptive,500000.0,adam +19.902.069.568.634.000,0.0,0.0093719959259033,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(20, 100, 60)",invscaling,500000.0,adam +16.717.720.031.738.200,0.0,0.0088419914245605,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(40, 20, 60)",adaptive,500000.0,adam +18.208.560.943.603.500,0.0,0.0099158287048339,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(40, 20, 100)",invscaling,500000.0,adam +24.218.709.468.841.500,0.0,0.0091700553894042,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(40, 100, 60)",constant,500000.0,adam +2.120.121.955.871.580,0.0,0.0123381614685058,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(40, 100, 60)",invscaling,500000.0,adam +2.607.177.972.793.570,0.0,0.0084619522094726,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(40, 100, 100)",adaptive,500000.0,adam +15.284.290.313.720.700,0.0,0.0082790851593017,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(60, 20, 100)",constant,500000.0,adam +18.987.441.062.927.200,0.0,0.0082008838653564,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(60, 40, 80)",invscaling,500000.0,adam +1.975.130.319.595.330,0.0,0.0091450214385986,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(60, 80, 60)",adaptive,500000.0,adam +2.735.074.043.273.920,0.0,0.0104458332061767,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(60, 100, 80)",constant,500000.0,adam +16.511.058.807.373.000,0.0,0.009145975112915,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(80, 20, 80)",adaptive,500000.0,adam +18.159.990.310.668.900,0.0,0.0142920017242431,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(80, 60, 40)",invscaling,500000.0,adam +23.187.670.707.702.600,0.0,0.0095601081848144,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(80, 100, 40)",invscaling,500000.0,adam +22.818.763.256.073,0.0,0.0092618465423583,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(80, 100, 100)",invscaling,500000.0,adam +2.659.503.221.511.840,0.0,0.0087800025939941,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(80, 100, 100)",adaptive,500000.0,adam +19.397.108.554.840.000,0.0,0.0096750259399414,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,logistic,"(100, 80, 100)",invscaling,500000.0,adam +0.78826904296875,0.0,0.0137801170349121,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(30, 45)",constant,500000.0,sgd +2.554.438.829.421.990,0.0,0.0087969303131103,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(20, 60, 100)",adaptive,500000.0,sgd +3.134.489.059.448.240,0.0,0.0089979171752929,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(20, 80, 100)",adaptive,500000.0,sgd +2.282.006.025.314.330,0.0,0.0090670585632324,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(20, 100, 60)",constant,500000.0,sgd +18.675.851.821.899.400,0.0,0.0095460414886474,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(40, 80, 40)",adaptive,500000.0,sgd +2.572.505.235.671.990,0.0,0.0095579624176025,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(40, 80, 80)",adaptive,500000.0,sgd +2.451.035.261.154.170,0.0,0.0142667293548583,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(60, 40, 40)",adaptive,500000.0,sgd +4.258.226.156.234.740,0.0,0.0197100639343261,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(60, 60, 60)",adaptive,500000.0,sgd +3.472.547.769.546.500,0.0,0.0129671096801757,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(60, 80, 20)",constant,500000.0,sgd +37.775.261.402.130.100,0.0,0.0086960792541503,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(60, 80, 40)",adaptive,500000.0,sgd +22.379.231.452.941.800,0.0,0.0095360279083251,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(60, 100, 20)",constant,500000.0,sgd +2.488.253.116.607.660,0.0,0.0092260837554931,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(80, 60, 20)",adaptive,500000.0,sgd +36.161.561.012.268.000,0.0,0.0097370147705078,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(80, 80, 80)",constant,500000.0,sgd +24.192.566.871.643.000,0.0,0.0101470947265625,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(80, 100, 20)",constant,500000.0,sgd +2.806.274.652.481.070,0.0,0.0098602771759033,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(80, 100, 40)",adaptive,500000.0,sgd +27.632.179.260.253.900,0.0,0.0095558166503906,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(100, 40, 20)",constant,500000.0,sgd +31.326.770.782.470.700,0.0,0.0170440673828125,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(100, 40, 80)",constant,500000.0,sgd +3.291.240.930.557.250,0.0,0.009554386138916,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(100, 60, 40)",adaptive,500000.0,sgd +3.878.660.202.026.360,0.0,0.0102419853210449,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(100, 80, 40)",adaptive,500000.0,sgd +30.810.141.563.415.500,0.0,0.0102038383483886,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,tanh,"(100, 100, 20)",adaptive,500000.0,sgd +19.652.783.870.697.000,0.0,0.0076129436492919,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,relu,"(15, 30)",adaptive,500000.0,sgd +20.656.561.851.501.400,0.0,0.0076837539672851,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,relu,"(15, 90)",adaptive,500000.0,sgd +4.226.155.042.648.310,0.0,0.0088498592376708,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,relu,"(45, 75)",constant,500000.0,sgd +29.224.181.175.231.900,0.0,0.0086739063262939,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.72,0.72,0.0,4785,0.7586206896551724,0.7586206896551724,0.0,3698,0.8372093023255814,0.8372093023255814,0.0,3657,0.7741935483870969,0.7741935483870969,0.0,3686,MLPClassifier,,,,,,,relu,"(45, 90)",adaptive,500000.0,sgd +0.010473012924194336,0.0,0.0034890174865722,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,5,constant,500000.0,lbfgs +0.012040853500366211,0.0,0.0076940059661865,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,5,invscaling,500000.0,lbfgs +0.0199429988861084,0.0,0.0080487728118896,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,5,adaptive,500000.0,lbfgs +0.02087092399597168,0.0,0.0094051361083984,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,10,constant,500000.0,lbfgs +0.0335392951965332,0.0,0.0071856975555419,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,10,invscaling,500000.0,lbfgs +0.023812055587768555,0.0,0.0084631443023681,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,10,adaptive,500000.0,lbfgs +0.023027896881103516,0.0,0.0072848796844482,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,15,constant,500000.0,lbfgs +0.02790999412536621,0.0,0.0114638805389404,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,15,invscaling,500000.0,lbfgs +0.029844045639038086,0.0,0.0085749626159667,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,15,adaptive,500000.0,lbfgs +0.29196691513061523,0.0,0.0071029663085937,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,15,adaptive,500000.0,adam +0.03242897987365723,0.0,0.008894920349121,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,20,constant,500000.0,lbfgs +0.02684307098388672,0.0,0.0105910301208496,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,20,invscaling,500000.0,lbfgs +0.03285408020019531,0.0,0.0109679698944091,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,20,adaptive,500000.0,lbfgs +0.030321121215820312,0.0,0.008009910583496,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,25,constant,500000.0,lbfgs +0.36833882331848145,0.0,0.0083603858947753,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,25,constant,500000.0,adam +0.028863906860351562,0.0,0.0076050758361816,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,25,invscaling,500000.0,lbfgs +0.031710147857666016,0.0,0.0107700824737548,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,25,adaptive,500000.0,lbfgs +0.025207042694091797,0.0,0.0075747966766357,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,30,constant,500000.0,lbfgs +0.027240276336669922,0.0,0.008091926574707,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,30,invscaling,500000.0,lbfgs +0.03167390823364258,0.0,0.009113073348999,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,30,adaptive,500000.0,lbfgs +0.03579282760620117,0.0,0.0112140178680419,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,35,constant,500000.0,lbfgs +0.03653979301452637,0.0,0.0080142021179199,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,35,invscaling,500000.0,lbfgs +0.03261089324951172,0.0,0.0085651874542236,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,35,adaptive,500000.0,lbfgs +0.03273916244506836,0.0,0.0136938095092773,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,40,constant,500000.0,lbfgs +0.06602025032043457,0.0,0.0270860195159912,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,40,invscaling,500000.0,lbfgs +0.0409550666809082,0.0,0.0096259117126464,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,40,adaptive,500000.0,lbfgs +0.03226613998413086,0.0,0.0095241069793701,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,45,constant,500000.0,lbfgs +0.03625297546386719,0.0,0.0098941326141357,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,45,invscaling,500000.0,lbfgs +0.03889322280883789,0.0,0.012204885482788,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,45,adaptive,500000.0,lbfgs +0.03669095039367676,0.0,0.0080409049987792,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,50,constant,500000.0,lbfgs +0.03589892387390137,0.0,0.0102558135986328,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,50,invscaling,500000.0,lbfgs +0.03834795951843262,0.0,0.0083341598510742,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,50,adaptive,500000.0,lbfgs +0.3269829750061035,0.0,0.0109050273895263,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,50,adaptive,500000.0,adam +0.05033588409423828,0.0,0.0079691410064697,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,55,constant,500000.0,lbfgs +0.04785490036010742,0.0,0.0106291770935058,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,55,invscaling,500000.0,lbfgs +0.4461100101470947,0.0,0.0081651210784912,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,55,invscaling,500000.0,adam +0.04362797737121582,0.0,0.0147912502288818,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,55,adaptive,500000.0,lbfgs +0.03870224952697754,0.0,0.0096199512481689,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,60,constant,500000.0,lbfgs +0.04812288284301758,0.0,0.0085492134094238,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,60,invscaling,500000.0,lbfgs +0.04730868339538574,0.0,0.0105071067810058,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,60,adaptive,500000.0,lbfgs +0.05375218391418457,0.0,0.0080337524414062,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,65,constant,500000.0,lbfgs +0.060227155685424805,0.0,0.0097310543060302,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,65,invscaling,500000.0,lbfgs +0.04814481735229492,0.0,0.0096349716186523,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,65,adaptive,500000.0,lbfgs +0.051004886627197266,0.0,0.0126011371612548,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,70,constant,500000.0,lbfgs +0.051047325134277344,0.0,0.0088188648223876,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,70,invscaling,500000.0,lbfgs +0.04372382164001465,0.0,0.0083630084991455,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,70,adaptive,500000.0,lbfgs +0.06138801574707031,0.0,0.0100228786468505,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,75,constant,500000.0,lbfgs +0.048828125,0.0,0.012434959411621,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,75,invscaling,500000.0,lbfgs +0.0457611083984375,0.0,0.0087099075317382,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,75,adaptive,500000.0,lbfgs +0.047136783599853516,0.0,0.014388084411621,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,80,constant,500000.0,lbfgs +0.4567117691040039,0.0,0.014233112335205,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,80,constant,500000.0,adam +0.04620695114135742,0.0,0.0106041431427001,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,80,invscaling,500000.0,lbfgs +0.3145301342010498,0.0,0.0095088481903076,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,80,invscaling,500000.0,adam +0.050811767578125,0.0,0.0095412731170654,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,80,adaptive,500000.0,lbfgs +0.05576014518737793,0.0,0.0105137825012207,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,85,constant,500000.0,lbfgs +0.49925708770751953,0.0,0.0135457515716552,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,85,constant,500000.0,adam +0.06569504737854004,0.0,0.0097870826721191,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,85,invscaling,500000.0,lbfgs +0.046631813049316406,0.0,0.0085010528564453,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,85,adaptive,500000.0,lbfgs +0.4233987331390381,0.0,0.0089161396026611,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,85,adaptive,500000.0,adam +0.06878113746643066,0.0,0.0110149383544921,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,90,constant,500000.0,lbfgs +0.05537295341491699,0.0,0.0085370540618896,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,90,invscaling,500000.0,lbfgs +0.04902195930480957,0.0,0.0101382732391357,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,90,adaptive,500000.0,lbfgs +0.05883026123046875,0.0,0.0087428092956542,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,95,constant,500000.0,lbfgs +0.056688785552978516,0.0,0.0141491889953613,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,95,invscaling,500000.0,lbfgs +0.046499013900756836,0.0,0.0087912082672119,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,95,adaptive,500000.0,lbfgs +0.056073904037475586,0.0,0.0102531909942626,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,100,constant,500000.0,lbfgs +0.059490203857421875,0.0,0.0111119747161865,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,100,invscaling,500000.0,lbfgs +0.053218841552734375,0.0,0.0083110332489013,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,100,adaptive,500000.0,lbfgs +0.048182010650634766,0.0,0.0115180015563964,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 15)",constant,500000.0,lbfgs +0.44759488105773926,0.0,0.011070966720581,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 15)",constant,500000.0,adam +0.04679417610168457,0.0,0.0085721015930175,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 15)",invscaling,500000.0,lbfgs +0.04608583450317383,0.0,0.0080819129943847,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 15)",adaptive,500000.0,lbfgs +0.04144906997680664,0.0,0.0063657760620117,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 30)",constant,500000.0,lbfgs +0.05700802803039551,0.0,0.0085997581481933,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 30)",invscaling,500000.0,lbfgs +0.05041623115539551,0.0,0.0086939334869384,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 30)",adaptive,500000.0,lbfgs +0.06538581848144531,0.0,0.0120680332183837,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 45)",constant,500000.0,lbfgs +0.0506739616394043,0.0,0.0096991062164306,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 45)",invscaling,500000.0,lbfgs +0.04733896255493164,0.0,0.0101330280303955,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 45)",adaptive,500000.0,lbfgs +0.058415889739990234,0.0,0.0083329677581787,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 60)",constant,500000.0,lbfgs +0.04124903678894043,0.0,0.0120060443878173,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 60)",invscaling,500000.0,lbfgs +0.06355404853820801,0.0,0.0079870223999023,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 60)",adaptive,500000.0,lbfgs +0.07268500328063965,0.0,0.0084540843963623,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 75)",constant,500000.0,lbfgs +0.06918907165527344,0.0,0.0084578990936279,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 75)",invscaling,500000.0,lbfgs +0.07935309410095215,0.0,0.0086550712585449,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 75)",adaptive,500000.0,lbfgs +0.0634310245513916,0.0,0.0082418918609619,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 90)",constant,500000.0,lbfgs +0.6832189559936523,0.0,0.0096478462219238,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 90)",constant,500000.0,adam +0.07960891723632812,0.0,0.0148110389709472,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 90)",invscaling,500000.0,lbfgs +0.07664823532104492,0.0,0.0103118419647216,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(15, 90)",adaptive,500000.0,lbfgs +0.04861330986022949,0.0,0.0086886882781982,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 15)",constant,500000.0,lbfgs +0.04110217094421387,0.0,0.0086898803710937,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 15)",invscaling,500000.0,lbfgs +0.04947805404663086,0.0,0.0106801986694335,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 15)",adaptive,500000.0,lbfgs +0.05773472785949707,0.0,0.0081841945648193,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 30)",constant,500000.0,lbfgs +0.04894900321960449,0.0,0.0106239318847656,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 30)",invscaling,500000.0,lbfgs +0.05585885047912598,0.0,0.0083818435668945,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 30)",adaptive,500000.0,lbfgs +0.3204772472381592,0.0,0.0094399452209472,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 30)",adaptive,500000.0,adam +0.05012011528015137,0.0,0.0094530582427978,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 45)",constant,500000.0,lbfgs +0.050627946853637695,0.0,0.0078742504119873,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 45)",invscaling,500000.0,lbfgs +0.0664057731628418,0.0,0.010897159576416,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 45)",adaptive,500000.0,lbfgs +0.39066600799560547,0.0,0.0082030296325683,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 45)",adaptive,500000.0,adam +0.07520699501037598,0.0,0.0088930130004882,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 60)",constant,500000.0,lbfgs +0.06912493705749512,0.0,0.0100581645965576,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 60)",invscaling,500000.0,lbfgs +0.06945180892944336,0.0,0.0106580257415771,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 60)",adaptive,500000.0,lbfgs +0.0758829116821289,0.0,0.013038158416748,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 75)",constant,500000.0,lbfgs +0.07760071754455566,0.0,0.0084221363067626,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 75)",invscaling,500000.0,lbfgs +0.06403470039367676,0.0,0.0083510875701904,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 75)",adaptive,500000.0,lbfgs +0.09897208213806152,0.0,0.0148730278015136,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 90)",constant,500000.0,lbfgs +0.10588479042053223,0.0,0.0112361907958984,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 90)",invscaling,500000.0,lbfgs +0.08875274658203125,0.0,0.0094661712646484,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(30, 90)",adaptive,500000.0,lbfgs +0.05334591865539551,0.0,0.0108082294464111,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 15)",constant,500000.0,lbfgs +0.052217721939086914,0.0,0.0094542503356933,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 15)",invscaling,500000.0,lbfgs +0.0665130615234375,0.0,0.0088529586791992,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 15)",adaptive,500000.0,lbfgs +0.06781792640686035,0.0,0.0085089206695556,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 30)",constant,500000.0,lbfgs +0.05603480339050293,0.0,0.008012056350708,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 30)",invscaling,500000.0,lbfgs +0.05957508087158203,0.0,0.0116169452667236,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 30)",adaptive,500000.0,lbfgs +0.5013558864593506,0.0,0.0098962783813476,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 30)",adaptive,500000.0,adam +0.07940316200256348,0.0,0.0129389762878417,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 45)",constant,500000.0,lbfgs +0.07012772560119629,0.0,0.0113091468811035,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 45)",invscaling,500000.0,lbfgs +0.07238507270812988,0.0,0.0088069438934326,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 45)",adaptive,500000.0,lbfgs +0.07166314125061035,0.0,0.0097830295562744,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 60)",constant,500000.0,lbfgs +0.08271074295043945,0.0,0.0081760883331298,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 60)",invscaling,500000.0,lbfgs +0.08719587326049805,0.0,0.011366844177246,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 60)",adaptive,500000.0,lbfgs +0.09025406837463379,0.0,0.0089621543884277,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 75)",constant,500000.0,lbfgs +0.10933876037597656,0.0,0.0086722373962402,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 75)",invscaling,500000.0,lbfgs +0.10183215141296387,0.0,0.0087130069732666,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 75)",adaptive,500000.0,lbfgs +0.12299609184265137,0.0,0.0126316547393798,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 90)",constant,500000.0,lbfgs +0.12095999717712402,0.0,0.0161540508270263,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 90)",invscaling,500000.0,lbfgs +0.11896491050720215,0.0,0.0068399906158447,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(45, 90)",adaptive,500000.0,lbfgs +0.05980706214904785,0.0,0.0114517211914062,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 15)",constant,500000.0,lbfgs +0.06394720077514648,0.0,0.0128760337829589,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 15)",invscaling,500000.0,lbfgs +0.07634496688842773,0.0,0.0088279247283935,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 15)",adaptive,500000.0,lbfgs +0.06795096397399902,0.0,0.0084860324859619,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 30)",constant,500000.0,lbfgs +0.06934785842895508,0.0,0.0093491077423095,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 30)",invscaling,500000.0,lbfgs +0.07314205169677734,0.0,0.0088958740234375,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 30)",adaptive,500000.0,lbfgs +0.07562112808227539,0.0,0.009805679321289,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 45)",constant,500000.0,lbfgs +0.08460068702697754,0.0,0.0080592632293701,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 45)",invscaling,500000.0,lbfgs +0.08386707305908203,0.0,0.0087380409240722,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 45)",adaptive,500000.0,lbfgs +0.10751819610595703,0.0,0.013028860092163,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60)",constant,500000.0,lbfgs +0.11751770973205566,0.0,0.0124170780181884,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60)",invscaling,500000.0,lbfgs +0.1143639087677002,0.0,0.0124671459197998,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60)",adaptive,500000.0,lbfgs +0.1430189609527588,0.0,0.0091457366943359,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 75)",constant,500000.0,lbfgs +0.11962699890136719,0.0,0.0117430686950683,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 75)",invscaling,500000.0,lbfgs +0.13723373413085938,0.0,0.0106332302093505,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 75)",adaptive,500000.0,lbfgs +0.1496260166168213,0.0,0.0092678070068359,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 90)",constant,500000.0,lbfgs +0.1296229362487793,0.0,0.0092830657958984,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 90)",invscaling,500000.0,lbfgs +0.17153310775756836,0.0,0.0107667446136474,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 90)",adaptive,500000.0,lbfgs +0.07086610794067383,0.0,0.0090649127960205,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 15)",constant,500000.0,lbfgs +0.09470009803771973,0.0,0.0111041069030761,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 15)",invscaling,500000.0,lbfgs +0.06612515449523926,0.0,0.0102269649505615,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 15)",adaptive,500000.0,lbfgs +0.07791590690612793,0.0,0.0089468955993652,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 30)",constant,500000.0,lbfgs +0.09801030158996582,0.0,0.0105388164520263,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 30)",invscaling,500000.0,lbfgs +0.08685302734375,0.0,0.0092129707336425,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 30)",adaptive,500000.0,lbfgs +0.09940886497497559,0.0,0.0088551044464111,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 45)",constant,500000.0,lbfgs +0.48529505729675293,0.0,0.0135550498962402,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 45)",constant,500000.0,adam +0.10441708564758301,0.0,0.0094919204711914,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 45)",invscaling,500000.0,lbfgs +0.45279598236083984,0.0,0.0121221542358398,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 45)",invscaling,500000.0,adam +0.09265804290771484,0.0,0.008862018585205,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 45)",adaptive,500000.0,lbfgs +0.11130118370056152,0.0,0.0155129432678222,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 60)",constant,500000.0,lbfgs +0.15259003639221191,0.0,0.0092229843139648,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 60)",invscaling,500000.0,lbfgs +0.12520909309387207,0.0,0.0145018100738525,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 60)",adaptive,500000.0,lbfgs +0.15535473823547363,0.0,0.0098791122436523,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 75)",constant,500000.0,lbfgs +0.5366759300231934,0.0,0.0095620155334472,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 75)",constant,500000.0,adam +0.16460800170898438,0.0,0.0111448764801025,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 75)",invscaling,500000.0,lbfgs +0.1501016616821289,0.0,0.0095381736755371,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 75)",adaptive,500000.0,lbfgs +0.1669449806213379,0.0,0.0117449760437011,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 90)",constant,500000.0,lbfgs +0.16138315200805664,0.0,0.0103828907012939,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 90)",invscaling,500000.0,lbfgs +0.1602160930633545,0.0,0.0096471309661865,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(75, 90)",adaptive,500000.0,lbfgs +0.07858991622924805,0.0,0.0096590518951416,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 15)",constant,500000.0,lbfgs +0.08858895301818848,0.0,0.0123372077941894,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 15)",invscaling,500000.0,lbfgs +0.0825657844543457,0.0,0.0097391605377197,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 15)",adaptive,500000.0,lbfgs +0.09602570533752441,0.0,0.0095980167388916,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 30)",constant,500000.0,lbfgs +0.10818982124328613,0.0,0.012732982635498,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 30)",invscaling,500000.0,lbfgs +0.10004305839538574,0.0,0.0131089687347412,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 30)",adaptive,500000.0,lbfgs +0.10137701034545898,0.0,0.0096180438995361,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 45)",constant,500000.0,lbfgs +0.14177680015563965,0.0,0.0113053321838378,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 45)",invscaling,500000.0,lbfgs +0.12225222587585449,0.0,0.0089766979217529,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 45)",adaptive,500000.0,lbfgs +0.13265705108642578,0.0,0.0105121135711669,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 60)",constant,500000.0,lbfgs +0.14936494827270508,0.0,0.0116679668426513,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 60)",invscaling,500000.0,lbfgs +0.1565229892730713,0.0,0.0093059539794921,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 60)",adaptive,500000.0,lbfgs +0.15956997871398926,0.0,0.0093569755554199,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 75)",constant,500000.0,lbfgs +0.15371918678283691,0.0,0.0161969661712646,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 75)",invscaling,500000.0,lbfgs +0.1797349452972412,0.0,0.0092980861663818,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 75)",adaptive,500000.0,lbfgs +0.20079302787780762,0.0,0.0096800327301025,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 90)",constant,500000.0,lbfgs +0.21151995658874512,0.0,0.0124440193176269,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 90)",invscaling,500000.0,lbfgs +0.21824002265930176,0.0,0.0141489505767822,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(90, 90)",adaptive,500000.0,lbfgs +0.0858917236328125,0.0,0.0119032859802246,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 20)",constant,500000.0,lbfgs +0.08703207969665527,0.0,0.009700059890747,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 20)",invscaling,500000.0,lbfgs +0.05741429328918457,0.0,0.0087497234344482,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 20)",adaptive,500000.0,lbfgs +0.32915186882019043,0.0,0.0122601985931396,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 20)",adaptive,500000.0,adam +0.0895848274230957,0.0,0.0123481750488281,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 40)",constant,500000.0,lbfgs +0.07726502418518066,0.0,0.0091569423675537,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 40)",invscaling,500000.0,lbfgs +0.09228515625,0.0,0.0083758831024169,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 40)",adaptive,500000.0,lbfgs +0.09791922569274902,0.0,0.0096828937530517,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 60)",constant,500000.0,lbfgs +0.07062125205993652,0.0,0.0079329013824462,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 60)",invscaling,500000.0,lbfgs +0.07665300369262695,0.0,0.0093398094177246,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 60)",adaptive,500000.0,lbfgs +0.1027519702911377,0.0,0.0081510543823242,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 80)",constant,500000.0,lbfgs +0.12112998962402344,0.0,0.0107221603393554,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 80)",invscaling,500000.0,lbfgs +0.09640288352966309,0.0,0.0125262737274169,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 80)",adaptive,500000.0,lbfgs +0.4967679977416992,0.0,0.0085620880126953,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 80)",adaptive,500000.0,adam +0.1218881607055664,0.0,0.0108358860015869,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 100)",constant,500000.0,lbfgs +0.11220908164978027,0.0,0.0084388256072998,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 100)",invscaling,500000.0,lbfgs +0.09388971328735352,0.0,0.0103561878204345,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 20, 100)",adaptive,500000.0,lbfgs +0.09355807304382324,0.0,0.0089948177337646,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 20)",constant,500000.0,lbfgs +0.0870821475982666,0.0,0.0111968517303466,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 20)",invscaling,500000.0,lbfgs +0.07061386108398438,0.0,0.0079157352447509,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 20)",adaptive,500000.0,lbfgs +0.08831000328063965,0.0,0.0115320682525634,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 40)",constant,500000.0,lbfgs +0.1045079231262207,0.0,0.0081501007080078,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 40)",invscaling,500000.0,lbfgs +0.3679659366607666,0.0,0.0129098892211914,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 40)",invscaling,500000.0,adam +0.0983428955078125,0.0,0.0088410377502441,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 40)",adaptive,500000.0,lbfgs +0.10630011558532715,0.0,0.0113821029663085,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 60)",constant,500000.0,lbfgs +0.11452102661132812,0.0,0.0099899768829345,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 60)",invscaling,500000.0,lbfgs +0.09555816650390625,0.0,0.008307933807373,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 60)",adaptive,500000.0,lbfgs +0.09392309188842773,0.0,0.0094971656799316,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 80)",constant,500000.0,lbfgs +0.12721681594848633,0.0,0.009944200515747,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 80)",invscaling,500000.0,lbfgs +0.11578178405761719,0.0,0.0086121559143066,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 80)",adaptive,500000.0,lbfgs +0.1395418643951416,0.0,0.0088469982147216,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 100)",constant,500000.0,lbfgs +0.16247200965881348,0.0,0.0100479125976562,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 100)",invscaling,500000.0,lbfgs +0.13942193984985352,0.0,0.0097200870513916,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 40, 100)",adaptive,500000.0,lbfgs +0.10902905464172363,0.0,0.0099787712097167,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 20)",constant,500000.0,lbfgs +0.07851099967956543,0.0,0.0156140327453613,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 20)",invscaling,500000.0,lbfgs +0.08292794227600098,0.0,0.0089972019195556,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 20)",adaptive,500000.0,lbfgs +0.11654400825500488,0.0,0.008887767791748,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 40)",constant,500000.0,lbfgs +0.5163776874542236,0.0,0.0091981887817382,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 40)",constant,500000.0,adam +0.1150660514831543,0.0,0.0084457397460937,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 40)",invscaling,500000.0,lbfgs +0.11571192741394043,0.0,0.0091388225555419,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 40)",adaptive,500000.0,lbfgs +0.12370872497558594,0.0,0.0102620124816894,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 60)",constant,500000.0,lbfgs +0.5478100776672363,0.0,0.0133566856384277,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 60)",constant,500000.0,adam +0.13878130912780762,0.0,0.0195138454437255,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 60)",invscaling,500000.0,lbfgs +0.4884660243988037,0.0,0.0093390941619873,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 60)",invscaling,500000.0,adam +0.15926718711853027,0.0,0.0096361637115478,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 60)",adaptive,500000.0,lbfgs +0.563391923904419,0.0,0.0073881149291992,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 60)",adaptive,500000.0,adam +0.17717719078063965,0.0,0.0114607810974121,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 80)",constant,500000.0,lbfgs +0.16029882431030273,0.0,0.0093460083007812,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 80)",invscaling,500000.0,lbfgs +0.17551684379577637,0.0,0.00874924659729,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 80)",adaptive,500000.0,lbfgs +0.6674652099609375,0.0,0.0089988708496093,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 80)",adaptive,500000.0,adam +0.22298192977905273,0.0,0.0132431983947753,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 100)",constant,500000.0,lbfgs +0.19554996490478516,0.0,0.0120120048522949,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 100)",invscaling,500000.0,lbfgs +0.6285200119018555,0.0,0.013211965560913,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 100)",invscaling,500000.0,adam +0.25754785537719727,0.0,0.0125470161437988,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 60, 100)",adaptive,500000.0,lbfgs +0.12023091316223145,0.0,0.0090749263763427,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 20)",constant,500000.0,lbfgs +0.09360527992248535,0.0,0.0101480484008789,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 20)",invscaling,500000.0,lbfgs +0.10768580436706543,0.0,0.0090510845184326,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 20)",adaptive,500000.0,lbfgs +0.40814208984375,0.0,0.0120241641998291,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 20)",adaptive,500000.0,adam +0.1441817283630371,0.0,0.0089201927185058,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 40)",constant,500000.0,lbfgs +0.12987804412841797,0.0,0.0090560913085937,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 40)",invscaling,500000.0,lbfgs +0.16536402702331543,0.0,0.0088782310485839,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 40)",adaptive,500000.0,lbfgs +0.21047616004943848,0.0,0.009462833404541,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 60)",constant,500000.0,lbfgs +0.19575977325439453,0.0,0.0133149623870849,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 60)",invscaling,500000.0,lbfgs +0.16757416725158691,0.0,0.0102038383483886,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 60)",adaptive,500000.0,lbfgs +0.39559388160705566,0.0,0.0100412368774414,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 60)",adaptive,500000.0,adam +0.25455403327941895,0.0,0.0104420185089111,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 80)",constant,500000.0,lbfgs +0.22736477851867676,0.0,0.0096151828765869,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 80)",invscaling,500000.0,lbfgs +0.24738311767578125,0.0,0.0053198337554931,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 80)",adaptive,500000.0,lbfgs +0.24426579475402832,0.0,0.0094821453094482,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 100)",constant,500000.0,lbfgs +0.2345106601715088,0.0,0.0097541809082031,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 100)",invscaling,500000.0,lbfgs +0.27121710777282715,0.0,0.0119431018829345,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 80, 100)",adaptive,500000.0,lbfgs +0.13479304313659668,0.0,0.008836030960083,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 20)",constant,500000.0,lbfgs +0.14977288246154785,0.0,0.0090692043304443,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 20)",invscaling,500000.0,lbfgs +0.13692688941955566,0.0,0.0094878673553466,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 20)",adaptive,500000.0,lbfgs +0.5820229053497314,0.0,0.0139830112457275,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 20)",adaptive,500000.0,adam +0.18209409713745117,0.0,0.0101270675659179,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 40)",constant,500000.0,lbfgs +0.17313504219055176,0.0,0.0124180316925048,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 40)",invscaling,500000.0,lbfgs +0.13460993766784668,0.0,0.0100281238555908,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 40)",adaptive,500000.0,lbfgs +0.23883485794067383,0.0,0.0118520259857177,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 60)",constant,500000.0,lbfgs +0.22315621376037598,0.0,0.0096397399902343,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 60)",invscaling,500000.0,lbfgs +0.22577214241027832,0.0,0.0120630264282226,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 60)",adaptive,500000.0,lbfgs +0.2892143726348877,0.0,0.0131518840789794,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 80)",constant,500000.0,lbfgs +0.2466418743133545,0.0,0.011296272277832,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 80)",invscaling,500000.0,lbfgs +0.23842692375183105,0.0,0.0104460716247558,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 80)",adaptive,500000.0,lbfgs +0.3529541492462158,0.0,0.0114250183105468,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 100)",constant,500000.0,lbfgs +0.30109286308288574,0.0,0.0117104053497314,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 100)",invscaling,500000.0,lbfgs +0.360821008682251,0.0,0.0101370811462402,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(20, 100, 100)",adaptive,500000.0,lbfgs +0.085784912109375,0.0,0.0101799964904785,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 20)",constant,500000.0,lbfgs +0.0817558765411377,0.0,0.0101580619812011,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 20)",invscaling,500000.0,lbfgs +0.07663083076477051,0.0,0.0099010467529296,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 20)",adaptive,500000.0,lbfgs +0.07535099983215332,0.0,0.0115988254547119,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 40)",constant,500000.0,lbfgs +0.08726096153259277,0.0,0.0152819156646728,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 40)",invscaling,500000.0,lbfgs +0.09128284454345703,0.0,0.0089070796966552,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 40)",adaptive,500000.0,lbfgs +0.07648015022277832,0.0,0.0084798336029052,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 60)",constant,500000.0,lbfgs +0.08323979377746582,0.0,0.0117290019989013,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 60)",invscaling,500000.0,lbfgs +0.08730125427246094,0.0,0.0101680755615234,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 60)",adaptive,500000.0,lbfgs +0.08544516563415527,0.0,0.0095901489257812,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 80)",constant,500000.0,lbfgs +0.1124429702758789,0.0,0.0122802257537841,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 80)",invscaling,500000.0,lbfgs +0.43836498260498047,0.0,0.012017011642456,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 80)",invscaling,500000.0,adam +0.09931278228759766,0.0,0.0161120891571044,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 80)",adaptive,500000.0,lbfgs +0.13570594787597656,0.0,0.0128901004791259,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 100)",constant,500000.0,lbfgs +0.09607887268066406,0.0,0.0104272365570068,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 100)",invscaling,500000.0,lbfgs +0.12852835655212402,0.0,0.0090067386627197,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 20, 100)",adaptive,500000.0,lbfgs +0.09542608261108398,0.0,0.0089399814605712,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 20)",constant,500000.0,lbfgs +0.10480999946594238,0.0,0.0116679668426513,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 20)",invscaling,500000.0,lbfgs +0.0974128246307373,0.0,0.0086839199066162,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 20)",adaptive,500000.0,lbfgs +0.4086179733276367,0.0,0.0088467597961425,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 20)",adaptive,500000.0,adam +0.10431599617004395,0.0,0.0086510181427001,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 40)",constant,500000.0,lbfgs +0.10181498527526855,0.0,0.0111989974975585,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 40)",invscaling,500000.0,lbfgs +0.0790719985961914,0.0,0.0085120201110839,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 40)",adaptive,500000.0,lbfgs +0.1308751106262207,0.0,0.0085577964782714,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 60)",constant,500000.0,lbfgs +0.09408688545227051,0.0,0.0091421604156494,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 60)",invscaling,500000.0,lbfgs +0.6323180198669434,0.0,0.0093917846679687,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 60)",invscaling,500000.0,adam +0.13493919372558594,0.0,0.0087358951568603,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 60)",adaptive,500000.0,lbfgs +0.12521862983703613,0.0,0.0135481357574462,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 80)",constant,500000.0,lbfgs +0.14095807075500488,0.0,0.0109732151031494,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 80)",invscaling,500000.0,lbfgs +0.40213513374328613,0.0,0.0099999904632568,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 80)",invscaling,500000.0,adam +0.15735197067260742,0.0,0.008868932723999,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 80)",adaptive,500000.0,lbfgs +0.1556248664855957,0.0,0.0097732543945312,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 100)",constant,500000.0,lbfgs +0.1565570831298828,0.0,0.0120880603790283,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 100)",invscaling,500000.0,lbfgs +0.16866397857666016,0.0,0.0093729496002197,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 40, 100)",adaptive,500000.0,lbfgs +0.11278486251831055,0.0,0.0097730159759521,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 20)",constant,500000.0,lbfgs +0.14230990409851074,0.0,0.0127911567687988,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 20)",invscaling,500000.0,lbfgs +0.10313200950622559,0.0,0.0089740753173828,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 20)",adaptive,500000.0,lbfgs +0.3480501174926758,0.0,0.010361909866333,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 20)",adaptive,500000.0,adam +0.12653183937072754,0.0,0.0101721286773681,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 40)",constant,500000.0,lbfgs +0.1259138584136963,0.0,0.0113179683685302,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 40)",invscaling,500000.0,lbfgs +0.12493705749511719,0.0,0.0060820579528808,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 40)",adaptive,500000.0,lbfgs +0.15185785293579102,0.0,0.0088088512420654,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 60)",constant,500000.0,lbfgs +0.535930871963501,0.0,0.0092971324920654,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 60)",constant,500000.0,adam +0.19059205055236816,0.0,0.0122439861297607,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 60)",invscaling,500000.0,lbfgs +0.4538900852203369,0.0,0.0091607570648193,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 60)",invscaling,500000.0,adam +0.16646099090576172,0.0,0.0088129043579101,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 60)",adaptive,500000.0,lbfgs +0.18928003311157227,0.0,0.0093140602111816,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 80)",constant,500000.0,lbfgs +0.15177702903747559,0.0,0.0102388858795166,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 80)",invscaling,500000.0,lbfgs +0.18820571899414062,0.0,0.0112102031707763,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 80)",adaptive,500000.0,lbfgs +0.2213449478149414,0.0,0.0107741355895996,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 100)",constant,500000.0,lbfgs +0.20263981819152832,0.0,0.0109572410583496,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 100)",invscaling,500000.0,lbfgs +0.2363598346710205,0.0,0.0096321105957031,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 60, 100)",adaptive,500000.0,lbfgs +0.15526986122131348,0.0,0.0103969573974609,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 80, 20)",constant,500000.0,lbfgs +0.12796592712402344,0.0,0.0092170238494873,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 80, 20)",invscaling,500000.0,lbfgs +0.1363978385925293,0.0,0.0094342231750488,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 80, 20)",adaptive,500000.0,lbfgs +0.15067720413208008,0.0,0.0094060897827148,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 80, 40)",constant,500000.0,lbfgs +0.13730597496032715,0.0,0.0104908943176269,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 80, 40)",invscaling,500000.0,lbfgs +0.18369102478027344,0.0,0.0094580650329589,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 80, 40)",adaptive,500000.0,lbfgs +0.2132401466369629,0.0,0.0126028060913085,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 80, 60)",constant,500000.0,lbfgs +0.22856593132019043,0.0,0.0093839168548583,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 80, 60)",invscaling,500000.0,lbfgs +0.1746978759765625,0.0,0.006972312927246,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 80, 60)",adaptive,500000.0,lbfgs +0.21179795265197754,0.0,0.0113682746887207,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 80, 80)",constant,500000.0,lbfgs +0.21339821815490723,0.0,0.0087149143218994,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 80, 80)",invscaling,500000.0,lbfgs +0.26070094108581543,0.0,0.0181682109832763,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 80, 80)",adaptive,500000.0,lbfgs +0.30360913276672363,0.0,0.010812759399414,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 80, 100)",constant,500000.0,lbfgs +0.2680668830871582,0.0,0.013840913772583,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 80, 100)",invscaling,500000.0,lbfgs +0.3026750087738037,0.0,0.0093359947204589,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 80, 100)",adaptive,500000.0,lbfgs +0.1455988883972168,0.0,0.0116133689880371,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 20)",constant,500000.0,lbfgs +0.19646906852722168,0.0,0.0110590457916259,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 20)",invscaling,500000.0,lbfgs +0.15507102012634277,0.0,0.0115766525268554,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 20)",adaptive,500000.0,lbfgs +0.19062495231628418,0.0,0.0100409984588623,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 40)",constant,500000.0,lbfgs +0.3456900119781494,0.0,0.0100810527801513,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 40)",constant,500000.0,adam +0.2190408706665039,0.0,0.0097360610961914,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 40)",invscaling,500000.0,lbfgs +0.20445799827575684,0.0,0.0087349414825439,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 40)",adaptive,500000.0,lbfgs +0.24111509323120117,0.0,0.0096569061279296,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 60)",constant,500000.0,lbfgs +0.6268608570098877,0.0,0.0115871429443359,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 60)",constant,500000.0,adam +0.23342585563659668,0.0,0.0160419940948486,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 60)",invscaling,500000.0,lbfgs +0.21077299118041992,0.0,0.0099561214447021,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 60)",adaptive,500000.0,lbfgs +0.29351377487182617,0.0,0.0110030174255371,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 80)",constant,500000.0,lbfgs +0.29015088081359863,0.0,0.0101759433746337,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 80)",invscaling,500000.0,lbfgs +0.7019751071929932,0.0,0.0142710208892822,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 80)",invscaling,500000.0,adam +0.2971608638763428,0.0,0.0103070735931396,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 80)",adaptive,500000.0,lbfgs +0.3511478900909424,0.0,0.0091602802276611,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 100)",constant,500000.0,lbfgs +0.3226640224456787,0.0,0.0112628936767578,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 100)",invscaling,500000.0,lbfgs +0.37510108947753906,0.0,0.0134229660034179,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(40, 100, 100)",adaptive,500000.0,lbfgs +0.0823061466217041,0.0,0.009361982345581,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 20)",constant,500000.0,lbfgs +0.09271502494812012,0.0,0.0102310180664062,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 20)",invscaling,500000.0,lbfgs +0.0779719352722168,0.0,0.0092229843139648,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 20)",adaptive,500000.0,lbfgs +0.08904910087585449,0.0,0.0102348327636718,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 40)",constant,500000.0,lbfgs +0.08173704147338867,0.0,0.0091891288757324,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 40)",invscaling,500000.0,lbfgs +0.07757902145385742,0.0,0.0090858936309814,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 40)",adaptive,500000.0,lbfgs +0.09135198593139648,0.0,0.0098702907562255,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 60)",constant,500000.0,lbfgs +0.10918021202087402,0.0,0.010746955871582,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 60)",invscaling,500000.0,lbfgs +0.10027599334716797,0.0,0.0130109786987304,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 60)",adaptive,500000.0,lbfgs +0.11150288581848145,0.0,0.0106871128082275,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 80)",constant,500000.0,lbfgs +0.11742591857910156,0.0,0.0088980197906494,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 80)",invscaling,500000.0,lbfgs +0.08935403823852539,0.0,0.0092649459838867,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 80)",adaptive,500000.0,lbfgs +0.11848688125610352,0.0,0.0072247982025146,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 100)",constant,500000.0,lbfgs +0.12635183334350586,0.0,0.0104691982269287,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 100)",invscaling,500000.0,lbfgs +0.14861702919006348,0.0,0.0097279548645019,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 100)",adaptive,500000.0,lbfgs +0.4364140033721924,0.0,0.0137531757354736,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 20, 100)",adaptive,500000.0,adam +0.09594488143920898,0.0,0.0093801021575927,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 20)",constant,500000.0,lbfgs +0.09682202339172363,0.0,0.0089578628540039,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 20)",invscaling,500000.0,lbfgs +0.08115506172180176,0.0,0.0090329647064208,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 20)",adaptive,500000.0,lbfgs +0.12356305122375488,0.0,0.011260986328125,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 40)",constant,500000.0,lbfgs +0.11141395568847656,0.0,0.0115339756011962,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 40)",invscaling,500000.0,lbfgs +0.11481904983520508,0.0,0.0103039741516113,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 40)",adaptive,500000.0,lbfgs +0.13902902603149414,0.0,0.0098991394042968,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 60)",constant,500000.0,lbfgs +0.11656498908996582,0.0,0.0089848041534423,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 60)",invscaling,500000.0,lbfgs +0.18424582481384277,0.0,0.0112171173095703,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 60)",adaptive,500000.0,lbfgs +0.17400193214416504,0.0,0.0115220546722412,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 80)",constant,500000.0,lbfgs +0.16419720649719238,0.0,0.0093050003051757,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 80)",invscaling,500000.0,lbfgs +0.14953088760375977,0.0,0.0091419219970703,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 80)",adaptive,500000.0,lbfgs +0.4466409683227539,0.0,0.0149071216583251,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 80)",adaptive,500000.0,adam +0.16187381744384766,0.0,0.0145630836486816,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 100)",constant,500000.0,lbfgs +0.17028093338012695,0.0,0.0131709575653076,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 100)",invscaling,500000.0,lbfgs +0.19391989707946777,0.0,0.0101170539855957,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 40, 100)",adaptive,500000.0,lbfgs +0.14296698570251465,0.0,0.0095999240875244,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 20)",constant,500000.0,lbfgs +0.13310790061950684,0.0,0.0090692043304443,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 20)",invscaling,500000.0,lbfgs +0.12098002433776855,0.0,0.0104682445526123,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 20)",adaptive,500000.0,lbfgs +0.1853480339050293,0.0,0.0093359947204589,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 40)",constant,500000.0,lbfgs +0.13689517974853516,0.0,0.0093178749084472,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 40)",invscaling,500000.0,lbfgs +0.5247600078582764,0.0,0.0090529918670654,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 40)",invscaling,500000.0,adam +0.16297388076782227,0.0,0.0093631744384765,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 40)",adaptive,500000.0,lbfgs +0.17848706245422363,0.0,0.0172648429870605,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 60)",constant,500000.0,lbfgs +0.17743206024169922,0.0,0.0122148990631103,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 60)",invscaling,500000.0,lbfgs +0.1941077709197998,0.0,0.0130441188812255,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 60)",adaptive,500000.0,lbfgs +0.2280559539794922,0.0,0.0091052055358886,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 80)",constant,500000.0,lbfgs +0.20695972442626953,0.0,0.0098471641540527,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 80)",invscaling,500000.0,lbfgs +0.18829107284545898,0.0,0.0104930400848388,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 80)",adaptive,500000.0,lbfgs +0.23004794120788574,0.0,0.0123908519744873,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 100)",constant,500000.0,lbfgs +0.2524089813232422,0.0,0.0101621150970458,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 100)",invscaling,500000.0,lbfgs +0.2728257179260254,0.0,0.0100572109222412,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 100)",adaptive,500000.0,lbfgs +0.34714221954345703,0.0,0.0159857273101806,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 60, 100)",adaptive,500000.0,adam +0.17586898803710938,0.0,0.0108649730682373,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 80, 20)",constant,500000.0,lbfgs +0.19010186195373535,0.0,0.0115809440612792,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 80, 20)",invscaling,500000.0,lbfgs +0.17195916175842285,0.0,0.0097520351409912,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 80, 20)",adaptive,500000.0,lbfgs +0.17365193367004395,0.0,0.0120131969451904,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 80, 40)",constant,500000.0,lbfgs +0.21331477165222168,0.0,0.0125293731689453,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 80, 40)",invscaling,500000.0,lbfgs +0.18119001388549805,0.0,0.0143139362335205,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 80, 40)",adaptive,500000.0,lbfgs +0.2332150936126709,0.0,0.009706974029541,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 80, 60)",constant,500000.0,lbfgs +0.18685388565063477,0.0,0.0116441249847412,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 80, 60)",invscaling,500000.0,lbfgs +0.2172987461090088,0.0,0.0112051963806152,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 80, 60)",adaptive,500000.0,lbfgs +0.24148178100585938,0.0,0.009660005569458,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 80, 80)",constant,500000.0,lbfgs +0.23055386543273926,0.0,0.0100278854370117,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 80, 80)",invscaling,500000.0,lbfgs +0.24114179611206055,0.0,0.0099961757659912,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 80, 80)",adaptive,500000.0,lbfgs +0.28255295753479004,0.0,0.0098791122436523,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 80, 100)",constant,500000.0,lbfgs +0.2717278003692627,0.0,0.0099618434906005,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 80, 100)",invscaling,500000.0,lbfgs +0.31467700004577637,0.0,0.0123038291931152,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 80, 100)",adaptive,500000.0,lbfgs +0.2265322208404541,0.0,0.0119848251342773,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 20)",constant,500000.0,lbfgs +0.1950232982635498,0.0,0.0171709060668945,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 20)",invscaling,500000.0,lbfgs +0.19393086433410645,0.0,0.011610984802246,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 20)",adaptive,500000.0,lbfgs +0.2591700553894043,0.0,0.0091421604156494,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 40)",constant,500000.0,lbfgs +0.2841951847076416,0.0,0.0120282173156738,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 40)",invscaling,500000.0,lbfgs +0.3946218490600586,0.0,0.0096030235290527,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 40)",invscaling,500000.0,adam +0.2438218593597412,0.0,0.0127289295196533,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 40)",adaptive,500000.0,lbfgs +0.263883113861084,0.0,0.013075828552246,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 60)",constant,500000.0,lbfgs +0.2377150058746338,0.0,0.0096850395202636,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 60)",invscaling,500000.0,lbfgs +0.27008914947509766,0.0,0.0114660263061523,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 60)",adaptive,500000.0,lbfgs +0.34795117378234863,0.0,0.0102498531341552,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 80)",constant,500000.0,lbfgs +0.34156012535095215,0.0,0.0105957984924316,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 80)",invscaling,500000.0,lbfgs +0.2782478332519531,0.0,0.0093660354614257,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 80)",adaptive,500000.0,lbfgs +0.33275914192199707,0.0,0.0103440284729003,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 100)",constant,500000.0,lbfgs +0.39089179039001465,0.0,0.0110759735107421,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 100)",invscaling,500000.0,lbfgs +0.3733971118927002,0.0,0.0160079002380371,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(60, 100, 100)",adaptive,500000.0,lbfgs +0.09286999702453613,0.0,0.011293888092041,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 20)",constant,500000.0,lbfgs +0.08013677597045898,0.0,0.0096509456634521,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 20)",invscaling,500000.0,lbfgs +0.07898116111755371,0.0,0.0181388854980468,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 20)",adaptive,500000.0,lbfgs +0.10071301460266113,0.0,0.0094268321990966,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 40)",constant,500000.0,lbfgs +0.10995197296142578,0.0,0.0109210014343261,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 40)",invscaling,500000.0,lbfgs +0.5929520130157471,0.0,0.0169999599456787,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 40)",invscaling,500000.0,adam +0.11396598815917969,0.0,0.0094590187072753,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 40)",adaptive,500000.0,lbfgs +0.41573405265808105,0.0,0.0140547752380371,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 40)",adaptive,500000.0,adam +0.10336422920227051,0.0,0.0094027519226074,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 60)",constant,500000.0,lbfgs +0.09823894500732422,0.0,0.0091309547424316,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 60)",invscaling,500000.0,lbfgs +0.10572004318237305,0.0,0.0149886608123779,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 60)",adaptive,500000.0,lbfgs +0.11299300193786621,0.0,0.0120670795440673,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 80)",constant,500000.0,lbfgs +0.11819696426391602,0.0,0.009200096130371,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 80)",invscaling,500000.0,lbfgs +0.13097333908081055,0.0,0.0088429450988769,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 80)",adaptive,500000.0,lbfgs +0.14697694778442383,0.0,0.0171380043029785,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 100)",constant,500000.0,lbfgs +0.13738584518432617,0.0,0.0152921676635742,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 100)",invscaling,500000.0,lbfgs +0.15087199211120605,0.0,0.0081920623779296,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 20, 100)",adaptive,500000.0,lbfgs +0.12230491638183594,0.0,0.0144610404968261,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 20)",constant,500000.0,lbfgs +0.12690997123718262,0.0,0.0098659992218017,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 20)",invscaling,500000.0,lbfgs +0.12500286102294922,0.0,0.0130300521850585,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 20)",adaptive,500000.0,lbfgs +0.13663005828857422,0.0,0.0128226280212402,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 40)",constant,500000.0,lbfgs +0.14786100387573242,0.0,0.00927734375,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 40)",invscaling,500000.0,lbfgs +0.13868093490600586,0.0,0.013434886932373,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 40)",adaptive,500000.0,lbfgs +0.13924288749694824,0.0,0.0092091560363769,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 60)",constant,500000.0,lbfgs +0.15572500228881836,0.0,0.0104310512542724,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 60)",invscaling,500000.0,lbfgs +0.15617012977600098,0.0,0.0092017650604248,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 60)",adaptive,500000.0,lbfgs +0.16181588172912598,0.0,0.0100998878479003,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 80)",constant,500000.0,lbfgs +0.17665600776672363,0.0,0.0128149986267089,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 80)",invscaling,500000.0,lbfgs +0.17319917678833008,0.0,0.0095617771148681,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 80)",adaptive,500000.0,lbfgs +0.222930908203125,0.0,0.0124750137329101,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 100)",constant,500000.0,lbfgs +0.172166109085083,0.0,0.0097427368164062,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 100)",invscaling,500000.0,lbfgs +0.32822489738464355,0.0,0.0099520683288574,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 100)",adaptive,500000.0,lbfgs +0.5694301128387451,0.0,0.0097498893737792,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 40, 100)",adaptive,500000.0,adam +0.1689920425415039,0.0,0.0123600959777832,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 20)",constant,500000.0,lbfgs +0.18521404266357422,0.0,0.0101869106292724,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 20)",invscaling,500000.0,lbfgs +0.17615723609924316,0.0,0.0097417831420898,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 20)",adaptive,500000.0,lbfgs +0.1577301025390625,0.0,0.0175559520721435,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 40)",constant,500000.0,lbfgs +0.19633173942565918,0.0,0.0110242366790771,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 40)",invscaling,500000.0,lbfgs +0.16930890083312988,0.0,0.0107381343841552,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 40)",adaptive,500000.0,lbfgs +0.19105887413024902,0.0,0.0114932060241699,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 60)",constant,500000.0,lbfgs +0.39101505279541016,0.0,0.0091691017150878,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 60)",constant,500000.0,adam +0.2091217041015625,0.0,0.0118682384490966,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 60)",invscaling,500000.0,lbfgs +0.18305301666259766,0.0,0.010157823562622,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 60)",adaptive,500000.0,lbfgs +0.2306838035583496,0.0,0.0106501579284667,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 80)",constant,500000.0,lbfgs +0.2221512794494629,0.0,0.0100569725036621,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 80)",invscaling,500000.0,lbfgs +0.24709510803222656,0.0,0.0097899436950683,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 80)",adaptive,500000.0,lbfgs +0.4565541744232178,0.0,0.0095410346984863,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 80)",adaptive,500000.0,adam +0.2366809844970703,0.0,0.0092511177062988,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 100)",constant,500000.0,lbfgs +0.22817778587341309,0.0,0.0095312595367431,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 100)",invscaling,500000.0,lbfgs +0.29731035232543945,0.0,0.0094478130340576,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 60, 100)",adaptive,500000.0,lbfgs +0.2162461280822754,0.0,0.0097451210021972,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 20)",constant,500000.0,lbfgs +0.19242596626281738,0.0,0.0124342441558837,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 20)",invscaling,500000.0,lbfgs +0.1931767463684082,0.0,0.0093944072723388,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 20)",adaptive,500000.0,lbfgs +0.1961526870727539,0.0,0.0132360458374023,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 40)",constant,500000.0,lbfgs +0.22563886642456055,0.0,0.0098969936370849,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 40)",invscaling,500000.0,lbfgs +0.4299278259277344,0.0,0.0151760578155517,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 40)",invscaling,500000.0,adam +0.2178499698638916,0.0,0.0110478401184082,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 40)",adaptive,500000.0,lbfgs +0.2770547866821289,0.0,0.0104219913482666,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 60)",constant,500000.0,lbfgs +0.24082303047180176,0.0,0.0098388195037841,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 60)",invscaling,500000.0,lbfgs +0.2649369239807129,0.0,0.014772891998291,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 60)",adaptive,500000.0,lbfgs +0.26941800117492676,0.0,0.0130698680877685,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 80)",constant,500000.0,lbfgs +0.2805311679840088,0.0,0.0106749534606933,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 80)",invscaling,500000.0,lbfgs +0.3162119388580322,0.0,0.0118389129638671,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 80)",adaptive,500000.0,lbfgs +0.33918309211730957,0.0,0.0140109062194824,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 100)",constant,500000.0,lbfgs +0.3205749988555908,0.0,0.0099909305572509,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 100)",invscaling,500000.0,lbfgs +0.33712267875671387,0.0,0.0129122734069824,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 80, 100)",adaptive,500000.0,lbfgs +0.23407387733459473,0.0,0.0157639980316162,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 100, 20)",constant,500000.0,lbfgs +0.2257983684539795,0.0,0.0102310180664062,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 100, 20)",invscaling,500000.0,lbfgs +0.2600891590118408,0.0,0.0102050304412841,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 100, 20)",adaptive,500000.0,lbfgs +0.3169867992401123,0.0,0.0102782249450683,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 100, 40)",constant,500000.0,lbfgs +0.2641890048980713,0.0,0.0100011825561523,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 100, 40)",invscaling,500000.0,lbfgs +0.26729798316955566,0.0,0.0131621360778808,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 100, 40)",adaptive,500000.0,lbfgs +0.31057000160217285,0.0,0.0098729133605957,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 100, 60)",constant,500000.0,lbfgs +0.30615687370300293,0.0,0.0094408988952636,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 100, 60)",invscaling,500000.0,lbfgs +0.2991158962249756,0.0,0.011199951171875,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 100, 60)",adaptive,500000.0,lbfgs +0.32243895530700684,0.0,0.0113980770111083,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 100, 80)",constant,500000.0,lbfgs +0.39073991775512695,0.0,0.015491247177124,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 100, 80)",invscaling,500000.0,lbfgs +0.39328503608703613,0.0,0.00990891456604,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 100, 80)",adaptive,500000.0,lbfgs +0.41608095169067383,0.0,0.0106129646301269,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 100, 100)",constant,500000.0,lbfgs +0.3948400020599365,0.0,0.0132899284362792,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 100, 100)",invscaling,500000.0,lbfgs +0.39363574981689453,0.0,0.0097551345825195,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(80, 100, 100)",adaptive,500000.0,lbfgs +0.10299515724182129,0.0,0.0124759674072265,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 20, 20)",constant,500000.0,lbfgs +0.12082195281982422,0.0,0.0152468681335449,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 20, 20)",invscaling,500000.0,lbfgs +0.08641791343688965,0.0,0.0124728679656982,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 20, 20)",adaptive,500000.0,lbfgs +0.12537097930908203,0.0,0.0096039772033691,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 20, 40)",constant,500000.0,lbfgs +0.11698508262634277,0.0,0.0107607841491699,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 20, 40)",invscaling,500000.0,lbfgs +0.12564778327941895,0.0,0.0091791152954101,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 20, 40)",adaptive,500000.0,lbfgs +0.13460278511047363,0.0,0.0112481117248535,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 20, 60)",constant,500000.0,lbfgs +0.15836811065673828,0.0,0.0113611221313476,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 20, 60)",invscaling,500000.0,lbfgs +0.13802313804626465,0.0,0.0123758316040039,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 20, 60)",adaptive,500000.0,lbfgs +0.16488409042358398,0.0,0.0094580650329589,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 20, 80)",constant,500000.0,lbfgs +0.12856030464172363,0.0,0.0098528861999511,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 20, 80)",invscaling,500000.0,lbfgs +0.12380075454711914,0.0,0.013092041015625,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 20, 80)",adaptive,500000.0,lbfgs +0.14201068878173828,0.0,0.009559154510498,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 20, 100)",constant,500000.0,lbfgs +0.1552751064300537,0.0,0.0124151706695556,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 20, 100)",invscaling,500000.0,lbfgs +0.16606783866882324,0.0,0.0129859447479248,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 20, 100)",adaptive,500000.0,lbfgs +0.16245603561401367,0.0,0.0109157562255859,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 40, 20)",constant,500000.0,lbfgs +0.15062499046325684,0.0,0.0132908821105957,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 40, 20)",invscaling,500000.0,lbfgs +0.16579484939575195,0.0,0.0113241672515869,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 40, 20)",adaptive,500000.0,lbfgs +0.1591949462890625,0.0,0.0129990577697753,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 40, 40)",constant,500000.0,lbfgs +0.18594789505004883,0.0,0.0107979774475097,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 40, 40)",invscaling,500000.0,lbfgs +0.15124726295471191,0.0,0.0155088901519775,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 40, 40)",adaptive,500000.0,lbfgs +0.18802905082702637,0.0,0.0102019309997558,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 40, 60)",constant,500000.0,lbfgs +0.20263195037841797,0.0,0.0100929737091064,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 40, 60)",invscaling,500000.0,lbfgs +0.16339492797851562,0.0,0.0095489025115966,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 40, 60)",adaptive,500000.0,lbfgs +0.2016758918762207,0.0,0.009958267211914,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 40, 80)",constant,500000.0,lbfgs +0.23022103309631348,0.0,0.0112547874450683,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 40, 80)",invscaling,500000.0,lbfgs +0.21603918075561523,0.0,0.0101058483123779,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 40, 80)",adaptive,500000.0,lbfgs +0.28061604499816895,0.0,0.0100946426391601,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 40, 100)",constant,500000.0,lbfgs +0.24613356590270996,0.0,0.0147681236267089,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 40, 100)",invscaling,500000.0,lbfgs +0.2072439193725586,0.0,0.0098428726196289,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 40, 100)",adaptive,500000.0,lbfgs +0.19086575508117676,0.0,0.010685920715332,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 60, 20)",constant,500000.0,lbfgs +0.21923494338989258,0.0,0.0112829208374023,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 60, 20)",invscaling,500000.0,lbfgs +0.20604991912841797,0.0,0.0098078250885009,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 60, 20)",adaptive,500000.0,lbfgs +0.2276449203491211,0.0,0.0083742141723632,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 60, 40)",constant,500000.0,lbfgs +0.17755889892578125,0.0,0.0169620513916015,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 60, 40)",invscaling,500000.0,lbfgs +0.23574399948120117,0.0,0.0096499919891357,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 60, 40)",adaptive,500000.0,lbfgs +0.23441195487976074,0.0,0.0099568367004394,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 60, 60)",constant,500000.0,lbfgs +0.2132880687713623,0.0,0.0109758377075195,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 60, 60)",invscaling,500000.0,lbfgs +0.21954107284545898,0.0,0.0103020668029785,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 60, 60)",adaptive,500000.0,lbfgs +0.24859094619750977,0.0,0.0102059841156005,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 60, 80)",constant,500000.0,lbfgs +0.2767181396484375,0.0,0.0101239681243896,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 60, 80)",invscaling,500000.0,lbfgs +0.2709670066833496,0.0,0.011293888092041,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 60, 80)",adaptive,500000.0,lbfgs +0.31144022941589355,0.0,0.0100958347320556,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 60, 100)",constant,500000.0,lbfgs +0.31593799591064453,0.0,0.0175638198852539,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 60, 100)",invscaling,500000.0,lbfgs +0.29377007484436035,0.0,0.016960859298706,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 60, 100)",adaptive,500000.0,lbfgs +0.23064088821411133,0.0,0.0101900100708007,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 20)",constant,500000.0,lbfgs +0.23851490020751953,0.0,0.0125389099121093,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 20)",invscaling,500000.0,lbfgs +0.2130281925201416,0.0,0.0097990036010742,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 20)",adaptive,500000.0,lbfgs +0.25925779342651367,0.0,0.0082790851593017,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 40)",constant,500000.0,lbfgs +0.23047804832458496,0.0,0.0112121105194091,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 40)",invscaling,500000.0,lbfgs +0.29111814498901367,0.0,0.0101258754730224,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 40)",adaptive,500000.0,lbfgs +0.34580492973327637,0.0,0.0111150741577148,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 60)",constant,500000.0,lbfgs +0.2892451286315918,0.0,0.0104289054870605,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 60)",invscaling,500000.0,lbfgs +0.28759026527404785,0.0,0.0128448009490966,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 60)",adaptive,500000.0,lbfgs +0.3555119037628174,0.0,0.0098612308502197,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 80)",constant,500000.0,lbfgs +0.3684873580932617,0.0,0.0097496509552001,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 80)",invscaling,500000.0,lbfgs +0.3406388759613037,0.0,0.0100412368774414,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 80)",adaptive,500000.0,lbfgs +0.29996490478515625,0.0,0.0100710391998291,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 100)",constant,500000.0,lbfgs +0.33168721199035645,0.0,0.0109021663665771,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 100)",invscaling,500000.0,lbfgs +0.5553719997406006,0.0,0.0102231502532958,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 100)",invscaling,500000.0,adam +0.3905680179595947,0.0,0.0095131397247314,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 80, 100)",adaptive,500000.0,lbfgs +0.28649401664733887,0.0,0.0100102424621582,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 20)",constant,500000.0,lbfgs +0.5080487728118896,0.0,0.0113348960876464,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 20)",constant,500000.0,adam +0.2864651679992676,0.0,0.011974811553955,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 20)",invscaling,500000.0,lbfgs +0.29861903190612793,0.0,0.0103647708892822,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 20)",adaptive,500000.0,lbfgs +0.3548550605773926,0.0,0.0115618705749511,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 40)",constant,500000.0,lbfgs +0.3294508457183838,0.0,0.0153679847717285,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 40)",invscaling,500000.0,lbfgs +0.3799471855163574,0.0,0.0100889205932617,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 40)",adaptive,500000.0,lbfgs +0.3343517780303955,0.0,0.0117020606994628,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 60)",constant,500000.0,lbfgs +0.3459508419036865,0.0,0.0139272212982177,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 60)",invscaling,500000.0,lbfgs +0.33182501792907715,0.0,0.0123891830444335,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 60)",adaptive,500000.0,lbfgs +0.3504970073699951,0.0,0.0133907794952392,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 80)",constant,500000.0,lbfgs +0.4375178813934326,0.0,0.0112152099609375,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 80)",invscaling,500000.0,lbfgs +0.4641690254211426,0.0,0.0102360248565673,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 80)",adaptive,500000.0,lbfgs +0.4453880786895752,0.0,0.0110969543457031,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 100)",constant,500000.0,lbfgs +0.459913969039917,0.0,0.0108938217163085,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 100)",invscaling,500000.0,lbfgs +0.6055788993835449,0.0,0.0169401168823242,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 100)",invscaling,500000.0,adam +0.4387657642364502,0.0,0.0102279186248779,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,identity,"(100, 100, 100)",adaptive,500000.0,lbfgs +11.292.850.971.221.900,0.0,0.0078852176666259,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(15, 15)",adaptive,500000.0,sgd +1.569.019.079.208.370,0.0,0.0086588859558105,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(20, 20, 60)",adaptive,500000.0,sgd +10.059.490.203.857.400,0.0,0.00860595703125,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(20, 60, 20)",constant,500000.0,sgd +2.550.240.993.499.750,0.0,0.0090103149414062,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(20, 60, 100)",constant,500000.0,sgd +2.926.337.718.963.620,0.0,0.0095491409301757,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(40, 80, 100)",adaptive,500000.0,sgd +2.903.571.367.263.790,0.0,0.0127649307250976,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(60, 20, 60)",constant,500000.0,sgd +2.654.003.858.566.280,0.0,0.012808084487915,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(60, 20, 100)",constant,500000.0,sgd +4.230.792.760.848.990,0.0,0.0127680301666259,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(60, 40, 60)",constant,500000.0,sgd +31.372.570.991.516.100,0.0,0.0127439498901367,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(60, 60, 40)",constant,500000.0,sgd +293.312.406.539.917,0.0,0.0135331153869628,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(60, 60, 100)",adaptive,500000.0,sgd +2.447.902.202.606.200,0.0,0.0111439228057861,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(60, 100, 60)",adaptive,500000.0,sgd +4.590.067.148.208.610,0.0,0.009697675704956,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(60, 100, 100)",adaptive,500000.0,sgd +19.597.930.908.203.100,0.0,0.0091938972473144,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(80, 40, 40)",adaptive,500000.0,sgd +30.520.222.187.042.200,0.0,0.0093920230865478,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(80, 40, 100)",adaptive,500000.0,sgd +19.337.241.649.627.600,0.0,0.0092208385467529,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(80, 60, 20)",constant,500000.0,sgd +2.093.647.003.173.820,0.0,0.0114650726318359,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(100, 20, 40)",constant,500000.0,sgd +1.899.449.110.031.120,0.0,0.01043701171875,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(100, 40, 40)",constant,500000.0,sgd +25.650.458.335.876.400,0.0,0.012761116027832,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(100, 40, 60)",constant,500000.0,sgd +2.876.094.102.859.490,0.0,0.0102639198303222,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(100, 40, 100)",adaptive,500000.0,sgd +19.295.680.522.918.700,0.0,0.009902000427246,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(100, 60, 60)",constant,500000.0,sgd +3.261.992.931.365.960,0.0,0.0111269950866699,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(100, 60, 80)",adaptive,500000.0,sgd +3.126.322.031.021.110,0.0,0.0120048522949218,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(100, 100, 20)",constant,500000.0,sgd +3.837.818.145.751.950,0.0,0.0101618766784667,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(100, 100, 40)",adaptive,500000.0,sgd +3.353.388.786.315.910,0.0,0.0101239681243896,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(100, 100, 60)",constant,500000.0,sgd +37.010.700.702.667.200,0.0,0.0133850574493408,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(100, 100, 80)",adaptive,500000.0,sgd +4.021.834.135.055.540,0.0,0.0076961517333984,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7291666666666666,0.7291666666666666,0.0,4001,0.7586206896551724,0.7586206896551724,0.0,3698,0.813953488372093,0.813953488372093,0.0,3937,0.7692307692307692,0.7692307692307692,0.0,3782,MLPClassifier,,,,,,,tanh,"(100, 100, 100)",adaptive,500000.0,sgd +0.33296704292297363,0.0,0.0075030326843261,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,15,constant,500000.0,adam +0.22322392463684082,0.0,0.0116269588470458,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,40,constant,500000.0,adam +0.3030509948730469,0.0,0.012855052947998,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,45,constant,500000.0,adam +0.5343172550201416,0.0,0.0089418888092041,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(15, 90)",invscaling,500000.0,adam +0.47426605224609375,0.0,0.0078821182250976,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(15, 90)",adaptive,500000.0,adam +0.36853456497192383,0.0,0.0083613395690917,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(30, 60)",invscaling,500000.0,adam +0.4883699417114258,0.0,0.0096089839935302,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(30, 75)",constant,500000.0,adam +0.5139138698577881,0.0,0.0122091770172119,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(60, 30)",adaptive,500000.0,adam +0.42191410064697266,0.0,0.0111958980560302,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(60, 60)",adaptive,500000.0,adam +0.5596249103546143,0.0,0.0161218643188476,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(60, 75)",constant,500000.0,adam +0.5049159526824951,0.0,0.0126440525054931,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(75, 75)",invscaling,500000.0,adam +0.3379209041595459,0.0,0.0090351104736328,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(90, 30)",constant,500000.0,adam +0.49701905250549316,0.0,0.0145318508148193,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(90, 75)",adaptive,500000.0,adam +0.4882493019104004,0.0,0.0080409049987792,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(20, 20, 60)",invscaling,500000.0,adam +0.5397930145263672,0.0,0.0111520290374755,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(20, 20, 80)",constant,500000.0,adam +0.535942792892456,0.0,0.010483980178833,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(20, 40, 60)",invscaling,500000.0,adam +0.38971900939941406,0.0,0.0116910934448242,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(20, 40, 100)",invscaling,500000.0,adam +0.7676990032196045,0.0,0.0148000717163085,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(20, 80, 80)",constant,500000.0,adam +0.6507782936096191,0.0,0.0104269981384277,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(20, 80, 80)",adaptive,500000.0,adam +0.39356088638305664,0.0,0.0104470252990722,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(20, 100, 60)",invscaling,500000.0,adam +0.392117977142334,0.0,0.0112397670745849,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(40, 20, 60)",adaptive,500000.0,adam +0.34754395484924316,0.0,0.0087690353393554,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(40, 40, 20)",constant,500000.0,adam +0.5029230117797852,0.0,0.0110981464385986,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(40, 40, 80)",adaptive,500000.0,adam +0.8293960094451904,0.0,0.0085949897766113,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(40, 60, 20)",adaptive,500000.0,sgd +0.7929270267486572,0.0,0.0179910659790039,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(40, 80, 20)",constant,500000.0,sgd +0.658473014831543,0.0,0.0102150440216064,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(40, 80, 100)",adaptive,500000.0,adam +0.6114339828491211,0.0,0.0102689266204833,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(40, 100, 100)",constant,500000.0,adam +0.485858678817749,0.0,0.0101351737976074,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(60, 40, 80)",constant,500000.0,adam +0.4282989501953125,0.0,0.0096361637115478,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(60, 40, 100)",invscaling,500000.0,adam +0.5987210273742676,0.0,0.0184030532836914,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(60, 60, 80)",invscaling,500000.0,adam +0.48432493209838867,0.0,0.0113351345062255,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(60, 60, 80)",adaptive,500000.0,adam +0.4787478446960449,0.0,0.0095748901367187,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(60, 80, 20)",invscaling,500000.0,adam +15.171.172.618.865.900,0.0,0.0093898773193359,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(60, 80, 100)",constant,500000.0,sgd +0.5284631252288818,0.0,0.0098528861999511,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(60, 80, 100)",constant,500000.0,adam +0.5636999607086182,0.0,0.0103030204772949,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(60, 100, 60)",adaptive,500000.0,adam +0.769334077835083,0.0,0.0141797065734863,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(60, 100, 100)",constant,500000.0,adam +0.73384690284729,0.0,0.0142788887023925,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(80, 20, 60)",constant,500000.0,sgd +0.9693620204925537,0.0,0.0142879486083984,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(80, 40, 40)",constant,500000.0,sgd +0.41744422912597656,0.0,0.0092170238494873,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(80, 40, 60)",constant,500000.0,adam +0.3931262493133545,0.0,0.0126159191131591,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(80, 80, 60)",adaptive,500000.0,adam +0.5510637760162354,0.0,0.0113372802734375,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(80, 100, 20)",constant,500000.0,adam +0.3625810146331787,0.0,0.0120730400085449,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(80, 100, 20)",adaptive,500000.0,adam +0.6822419166564941,0.0,0.0100610256195068,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(80, 100, 100)",invscaling,500000.0,adam +0.9749689102172852,0.0,0.0124940872192382,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(100, 20, 40)",constant,500000.0,sgd +0.5024118423461914,0.0,0.0156390666961669,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(100, 20, 80)",adaptive,500000.0,adam +0.4471011161804199,0.0,0.0099968910217285,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,identity,"(100, 20, 100)",adaptive,500000.0,adam +11.625.020.503.997.800,0.0,0.0077519416809082,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(30, 15)",constant,500000.0,adam +13.353.369.235.992.400,0.0,0.0083281993865966,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(30, 45)",adaptive,500000.0,adam +15.964.431.762.695.300,0.0,0.0083458423614501,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(30, 75)",constant,500000.0,adam +1.669.677.734.375,0.0,0.0088810920715332,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(30, 75)",adaptive,500000.0,adam +1.540.733.814.239.500,0.0,0.0102803707122802,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(45, 45)",constant,500000.0,adam +15.191.948.413.848.800,0.0,0.0086238384246826,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(45, 45)",invscaling,500000.0,adam +12.862.091.064.453.100,0.0,0.0084517002105712,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(45, 45)",adaptive,500000.0,adam +1.595.008.134.841.910,0.0,0.0086078643798828,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(45, 60)",invscaling,500000.0,adam +16.338.582.038.879.300,0.0,0.0081958770751953,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(45, 75)",adaptive,500000.0,adam +18.482.797.145.843.500,0.0,0.0097212791442871,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(45, 90)",constant,500000.0,adam +1.722.330.093.383.780,0.0,0.0089728832244873,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(45, 90)",invscaling,500000.0,adam +17.929.039.001.464.800,0.0,0.0100369453430175,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(45, 90)",adaptive,500000.0,adam +12.809.278.964.996.300,0.0,0.0091691017150878,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 15)",invscaling,500000.0,adam +1.190.993.070.602.410,0.0,0.0097410678863525,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 45)",invscaling,500000.0,adam +17.764.599.323.272.700,0.0,0.0102391242980957,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 45)",adaptive,500000.0,adam +16.397.628.784.179.600,0.0,0.0096259117126464,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 60)",constant,500000.0,adam +16.443.610.191.345.200,0.0,0.0092740058898925,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 60)",invscaling,500000.0,adam +15.355.567.932.128.900,0.0,0.009390115737915,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 60)",adaptive,500000.0,adam +17.482.171.058.654.700,0.0,0.0091197490692138,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 75)",constant,500000.0,adam +1.998.974.084.854.120,0.0,0.0094490051269531,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 90)",invscaling,500000.0,adam +18.175.418.376.922.600,0.0,0.0112321376800537,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 90)",adaptive,500000.0,adam +12.917.068.004.608.100,0.0,0.0090682506561279,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 15)",constant,500000.0,adam +12.870.280.742.645.200,0.0,0.0120313167572021,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 15)",invscaling,500000.0,adam +1.761.897.325.515.740,0.0,0.0092506408691406,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 30)",constant,500000.0,adam +13.891.162.872.314.400,0.0,0.0171678066253662,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 30)",invscaling,500000.0,adam +145.558.500.289.917,0.0,0.0090901851654052,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 30)",adaptive,500000.0,adam +16.516.599.655.151.300,0.0,0.0160152912139892,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 45)",constant,500000.0,adam +133.707.594.871.521,0.0,0.00990891456604,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 45)",invscaling,500000.0,adam +15.330.541.133.880.600,0.0,0.0091619491577148,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 45)",adaptive,500000.0,adam +17.804.689.407.348.600,0.0,0.0087339878082275,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 60)",constant,500000.0,adam +16.959.412.097.930.900,0.0,0.0095517635345458,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 60)",invscaling,500000.0,adam +19.896.349.906.921.300,0.0,0.0111889839172363,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 60)",adaptive,500000.0,adam +21.326.510.906.219.400,0.0,0.0098230838775634,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 75)",invscaling,500000.0,adam +18.456.239.700.317.300,0.0,0.0092308521270751,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 75)",adaptive,500000.0,adam +2.232.671.022.415.160,0.0,0.0109250545501708,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 90)",constant,500000.0,adam +22.744.140.625,0.0,0.0134129524230957,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 90)",invscaling,500000.0,adam +21.110.568.046.569.800,0.0,0.0128791332244873,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(75, 90)",adaptive,500000.0,adam +18.305.249.214.172.300,0.0,0.0124361515045166,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(90, 15)",invscaling,500000.0,adam +17.808.079.719.543.400,0.0,0.0095889568328857,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(90, 30)",adaptive,500000.0,adam +2.175.974.130.630.490,0.0,0.0093882083892822,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(90, 45)",invscaling,500000.0,adam +22.742.300.033.569.300,0.0,0.0144970417022705,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(90, 45)",adaptive,500000.0,adam +1.998.749.017.715.450,0.0,0.0116059780120849,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(90, 60)",constant,500000.0,adam +21.187.551.021.575.900,0.0,0.0097689628601074,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(90, 60)",invscaling,500000.0,adam +2.081.231.117.248.530,0.0,0.012341022491455,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(90, 60)",adaptive,500000.0,adam +2.141.418.933.868.400,0.0,0.0092411041259765,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(90, 75)",constant,500000.0,adam +2.065.336.227.416.990,0.0,0.0092110633850097,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(90, 75)",invscaling,500000.0,adam +2.434.800.148.010.250,0.0,0.0121190547943115,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(90, 75)",adaptive,500000.0,adam +2.511.258.125.305.170,0.0,0.0092086791992187,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(90, 90)",invscaling,500000.0,adam +19.833.109.378.814.600,0.0,0.0112311840057373,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(90, 90)",adaptive,500000.0,adam +1.562.467.098.236.080,0.0,0.0117378234863281,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 20, 60)",invscaling,500000.0,adam +18.474.328.517.913.800,0.0,0.00885009765625,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 20, 80)",invscaling,500000.0,adam +16.412.131.786.346.400,0.0,0.0113978385925292,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 40, 40)",invscaling,500000.0,adam +16.019.580.364.227.200,0.0,0.0092599391937255,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 40, 60)",invscaling,500000.0,adam +17.857.708.930.969.200,0.0,0.0104162693023681,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 40, 60)",adaptive,500000.0,adam +2.073.904.037.475.580,0.0,0.0088629722595214,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 40, 80)",constant,500000.0,adam +1.976.227.045.059.200,0.0,0.0087068080902099,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 40, 80)",invscaling,500000.0,adam +1.707.366.943.359.370,0.0,0.011174201965332,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 60, 60)",constant,500000.0,adam +18.983.631.134.033.200,0.0,0.0085237026214599,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 60, 60)",adaptive,500000.0,adam +16.279.239.654.541.000,0.0,0.0087831020355224,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 60, 80)",invscaling,500000.0,adam +19.537.510.871.887.200,0.0,0.0098319053649902,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 60, 80)",adaptive,500000.0,adam +22.317.800.521.850.500,0.0,0.0106399059295654,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 60, 100)",constant,500000.0,adam +14.776.382.446.289.000,0.0,0.0092959403991699,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 80, 40)",adaptive,500000.0,adam +2.285.433.769.226.070,0.0,0.0088942050933837,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 80, 60)",constant,500000.0,adam +23.154.988.288.879.300,0.0,0.0095102787017822,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 80, 60)",invscaling,500000.0,adam +2.267.585.039.138.790,0.0,0.0098769664764404,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 80, 80)",invscaling,500000.0,adam +29.919.419.288.635.200,0.0,0.0111622810363769,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 80, 100)",invscaling,500000.0,adam +29.097.900.390.625,0.0,0.0144209861755371,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 80, 100)",adaptive,500000.0,adam +19.567.487.239.837.600,0.0,0.0106339454650878,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(20, 100, 40)",adaptive,500000.0,adam +15.765.609.741.210.900,0.0,0.0097169876098632,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(40, 40, 60)",constant,500000.0,adam +17.988.178.730.010.900,0.0,0.0087301731109619,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(40, 40, 60)",adaptive,500000.0,adam +16.196.849.346.160.800,0.0,0.0092940330505371,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(40, 60, 40)",adaptive,500000.0,adam +16.424.813.270.568.800,0.0,0.0094079971313476,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(40, 60, 60)",invscaling,500000.0,adam +17.498.188.018.798.800,0.0,0.0090081691741943,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(40, 60, 80)",adaptive,500000.0,adam +23.542.511.463.165.200,0.0,0.008821964263916,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(40, 60, 100)",constant,500000.0,adam +2.226.710.796.356.200,0.0,0.0085721015930175,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(40, 60, 100)",adaptive,500000.0,adam +21.685.731.410.980.200,0.0,0.0092670917510986,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(40, 80, 80)",constant,500000.0,adam +19.211.490.154.266.300,0.0,0.0111522674560546,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(40, 80, 80)",invscaling,500000.0,adam +20.844.480.991.363.500,0.0,0.0093336105346679,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(40, 80, 80)",adaptive,500000.0,adam +25.672.550.201.416.000,0.0,0.0091588497161865,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(40, 80, 100)",constant,500000.0,adam +201.819.109.916.687,0.0,0.0125389099121093,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(40, 100, 40)",adaptive,500000.0,adam +22.186.520.099.639.800,0.0,0.0097079277038574,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(40, 100, 60)",adaptive,500000.0,adam +2.320.460.081.100.460,0.0,0.0113799571990966,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(40, 100, 80)",invscaling,500000.0,adam +30.577.280.521.392.800,0.0,0.0085020065307617,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(40, 100, 100)",invscaling,500000.0,adam +16.132.140.159.606.900,0.0,0.0086660385131835,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 20, 80)",constant,500000.0,adam +15.252.747.535.705.500,0.0,0.0085439682006835,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 20, 80)",invscaling,500000.0,adam +17.304.539.680.480.900,0.0,0.0084228515625,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 40, 80)",adaptive,500000.0,adam +1.891.329.050.064.080,0.0,0.0096890926361083,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 40, 100)",invscaling,500000.0,adam +16.654.560.565.948.400,0.0,0.0092561244964599,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 60, 40)",invscaling,500000.0,adam +16.710.679.531.097.400,0.0,0.0087900161743164,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 60, 40)",adaptive,500000.0,adam +16.952.509.880.065.900,0.0,0.0089430809020996,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 60, 60)",constant,500000.0,adam +16.799.468.994.140.600,0.0,0.0092799663543701,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 60, 60)",adaptive,500000.0,adam +18.918.628.692.626.900,0.0,0.012571096420288,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 60, 80)",invscaling,500000.0,adam +205.354.905.128.479,0.0,0.0091240406036376,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 60, 100)",constant,500000.0,adam +1.961.029.052.734.370,0.0,0.0090558528900146,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 80, 40)",constant,500000.0,adam +17.261.581.420.898.400,0.0,0.0102620124816894,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 80, 60)",constant,500000.0,adam +22.535.898.685.455.300,0.0,0.0099930763244628,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 80, 80)",invscaling,500000.0,adam +2.039.576.768.875.120,0.0,0.0098621845245361,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 80, 100)",invscaling,500000.0,adam +21.343.469.619.750.900,0.0,0.0100188255310058,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 80, 100)",adaptive,500000.0,adam +2.154.416.799.545.280,0.0,0.0097951889038085,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 100, 40)",adaptive,500000.0,adam +23.614.420.890.808.100,0.0,0.0092658996582031,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 100, 60)",constant,500000.0,adam +24.884.281.158.447.200,0.0,0.0097839832305908,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 100, 80)",invscaling,500000.0,adam +305.617.618.560.791,0.0,0.0098659992218017,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 100, 80)",adaptive,500000.0,adam +29.099.230.766.296.300,0.0,0.0093567371368408,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 100, 100)",invscaling,500000.0,adam +27.933.907.508.850.000,0.0,0.0087170600891113,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(60, 100, 100)",adaptive,500000.0,adam +13.572.981.357.574.400,0.0,0.0090420246124267,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 40, 40)",adaptive,500000.0,adam +17.966.840.267.181.300,0.0,0.0087859630584716,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 40, 100)",constant,500000.0,adam +2.078.303.098.678.580,0.0,0.0093328952789306,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 40, 100)",invscaling,500000.0,adam +17.865.302.562.713.600,0.0,0.0090317726135253,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 40, 100)",adaptive,500000.0,adam +17.966.499.328.613.200,0.0,0.0086028575897216,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 60, 60)",invscaling,500000.0,adam +20.516.583.919.525.100,0.0,0.0091478824615478,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 60, 80)",adaptive,500000.0,adam +23.767.201.900.482.100,0.0,0.0093669891357421,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 60, 100)",constant,500000.0,adam +1.795.767.068.862.910,0.0,0.0097157955169677,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 80, 40)",adaptive,500000.0,adam +16.285.929.679.870.600,0.0,0.0126740932464599,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 80, 60)",invscaling,500000.0,adam +21.804.468.631.744.300,0.0,0.0101182460784912,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 80, 80)",invscaling,500000.0,adam +27.540.836.334.228.500,0.0,0.0099573135375976,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 80, 100)",invscaling,500000.0,adam +208.086.895.942.688,0.0,0.0096499919891357,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 80, 100)",adaptive,500000.0,adam +20.916.731.357.574.400,0.0,0.0094008445739746,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 100, 60)",constant,500000.0,adam +22.697.620.391.845.700,0.0,0.0101840496063232,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 100, 60)",invscaling,500000.0,adam +21.840.250.492.095.900,0.0,0.0098109245300292,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 100, 60)",adaptive,500000.0,adam +2.828.432.083.129.880,0.0,0.0116989612579345,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 100, 80)",invscaling,500000.0,adam +2.763.270.854.949.950,0.0,0.011674165725708,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(80, 100, 80)",adaptive,500000.0,adam +14.292.550.086.975.000,0.0,0.0082969665527343,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 20, 80)",invscaling,500000.0,adam +1.868.894.100.189.200,0.0,0.0118317604064941,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 40, 60)",constant,500000.0,adam +18.257.479.667.663.500,0.0,0.0095160007476806,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 40, 80)",constant,500000.0,adam +18.608.629.703.521.700,0.0,0.0099101066589355,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 40, 100)",adaptive,500000.0,adam +17.642.362.117.767.300,0.0,0.0132579803466796,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 60, 40)",invscaling,500000.0,adam +2.053.709.030.151.360,0.0,0.0096361637115478,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 60, 80)",invscaling,500000.0,adam +22.084.691.524.505.600,0.0,0.0086867809295654,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 60, 100)",invscaling,500000.0,adam +2.068.249.225.616.450,0.0,0.0098569393157958,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 60, 100)",adaptive,500000.0,adam +33.601.090.908.050.500,0.0,0.0110108852386474,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 80, 60)",adaptive,500000.0,adam +3.351.699.113.845.820,0.0,0.0110800266265869,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 80, 80)",adaptive,500000.0,adam +22.253.470.420.837.400,0.0,0.0097789764404296,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 100, 40)",invscaling,500000.0,adam +2.493.155.002.593.990,0.0,0.0097920894622802,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 100, 60)",constant,500000.0,adam +26.472.201.347.351.000,0.0,0.0100829601287841,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 100, 60)",invscaling,500000.0,adam +27.339.913.845.062.200,0.0,0.0115697383880615,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 100, 80)",constant,500000.0,adam +32.909.770.011.901.800,0.0,0.008984088897705,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 100, 100)",constant,500000.0,adam +25.709.381.103.515.600,0.0,0.0135538578033447,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,logistic,"(100, 100, 100)",invscaling,500000.0,adam +11.928.739.547.729.400,0.0,0.0105950832366943,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,tanh,"(90, 60)",constant,500000.0,sgd +18.678.829.669.952.300,0.0,0.009084939956665,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,tanh,"(40, 40, 80)",constant,500000.0,sgd +2.042.961.835.861.200,0.0,0.009357213973999,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,tanh,"(40, 100, 40)",constant,500000.0,sgd +2.541.797.161.102.290,0.0,0.0095348358154296,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,tanh,"(40, 100, 40)",adaptive,500000.0,sgd +2.024.030.923.843.380,0.0,0.0125620365142822,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,tanh,"(60, 60, 20)",constant,500000.0,sgd +338.188.099.861.145,0.0,0.010218858718872,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,tanh,"(100, 80, 100)",adaptive,500000.0,sgd +38.596.339.225.769.000,0.0,0.0097153186798095,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,tanh,"(100, 100, 60)",adaptive,500000.0,sgd +27.940.869.331.359.800,0.0,0.007455825805664,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.7586206896551724,0.7586206896551724,0.0,3698,0.7906976744186046,0.7906976744186046,0.0,4827,0.7640449438202247,0.7640449438202247,0.0,4405,MLPClassifier,,,,,,,relu,"(30, 90)",adaptive,500000.0,sgd +0.4668080806732178,0.0,0.0212407112121582,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7586206896551724,0.7586206896551724,0.0,3698,0.7674418604651163,0.7674418604651163,0.0,5116,0.7586206896551724,0.7586206896551724,0.0,4625,MLPClassifier,,,,,,,identity,"(20, 20, 80)",invscaling,500000.0,adam +0.6265709400177002,0.0,0.0099027156829833,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.75,0.75,0.0,2954,0.7586206896551724,0.7586206896551724,0.0,3698,0.7674418604651163,0.7674418604651163,0.0,5116,0.7586206896551724,0.7586206896551724,0.0,4625,MLPClassifier,,,,,,,identity,"(60, 100, 100)",adaptive,500000.0,adam +11.542.201.042.175.200,0.0,0.0097637176513671,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.7586206896551724,0.7586206896551724,0.0,3698,0.7674418604651163,0.7674418604651163,0.0,5116,0.7586206896551724,0.7586206896551724,0.0,4625,MLPClassifier,,,,,,,identity,"(100, 80, 20)",constant,500000.0,sgd +11.001.050.472.259.500,0.0,0.0086309909820556,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7058823529411765,0.7058823529411765,0.0,5203,0.7471264367816092,0.7471264367816092,0.0,4596,0.8372093023255814,0.8372093023255814,0.0,3657,0.7659574468085107,0.7659574468085107,0.0,4403,MLPClassifier,,,,,,,tanh,"(20, 60, 40)",adaptive,500000.0,sgd +1.722.193.956.375.120,0.0,0.0095610618591308,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7058823529411765,0.7058823529411765,0.0,5203,0.7471264367816092,0.7471264367816092,0.0,4596,0.8372093023255814,0.8372093023255814,0.0,3657,0.7659574468085107,0.7659574468085107,0.0,4403,MLPClassifier,,,,,,,tanh,"(40, 40, 100)",constant,500000.0,sgd +0.3800849914550781,0.0,0.0109560489654541,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,identity,5,adaptive,500000.0,adam +0.3601720333099365,0.0,0.0090179443359375,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,identity,"(45, 15)",constant,500000.0,adam +0.4390556812286377,0.0,0.0122833251953125,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,identity,"(40, 60, 100)",adaptive,500000.0,adam +0.5650889873504639,0.0,0.0088648796081542,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,identity,"(40, 80, 40)",invscaling,500000.0,adam +0.6046409606933594,0.0,0.0098879337310791,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,identity,"(40, 80, 80)",adaptive,500000.0,adam +0.45320892333984375,0.0,0.0093140602111816,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,identity,"(80, 80, 20)",invscaling,500000.0,adam +0.4106919765472412,0.0,0.0094552040100097,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,identity,"(80, 80, 40)",adaptive,500000.0,adam +0.6060590744018555,0.0,0.010401964187622,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,identity,"(100, 80, 20)",adaptive,500000.0,adam +0.5734798908233643,0.0,0.0104608535766601,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,identity,"(100, 80, 80)",constant,500000.0,adam +0.711068868637085,0.0,0.0100979804992675,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,identity,"(100, 100, 60)",invscaling,500000.0,adam +0.766369104385376,0.0,0.0076417922973632,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,tanh,"(30, 30)",adaptive,500000.0,sgd +11.503.901.481.628.400,0.0,0.0080556869506835,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,tanh,"(30, 60)",adaptive,500000.0,sgd +1.426.217.794.418.330,0.0,0.0076711177825927,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,tanh,"(20, 20, 80)",constant,500000.0,sgd +30.201.311.111.450.100,0.0,0.010556936264038,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,tanh,"(20, 40, 100)",constant,500000.0,sgd +17.961.688.041.687.000,0.0,0.0084810256958007,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,tanh,"(40, 20, 40)",adaptive,500000.0,sgd +11.265.909.671.783.400,0.0,0.0097050666809082,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,tanh,"(40, 60, 20)",constant,500000.0,sgd +15.426.759.719.848.600,0.0,0.0086340904235839,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,tanh,"(40, 80, 20)",constant,500000.0,sgd +27.160.167.694.091.700,0.0,0.0100901126861572,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,tanh,"(40, 100, 60)",adaptive,500000.0,sgd +2.071.544.885.635.370,0.0,0.0114161968231201,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,tanh,"(80, 20, 40)",adaptive,500000.0,sgd +24.202.680.587.768.500,0.0,0.0132851600646972,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,tanh,"(100, 20, 80)",adaptive,500000.0,sgd +2.582.839.012.145.990,0.0,0.0091710090637207,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,tanh,"(100, 60, 20)",constant,500000.0,sgd +2.545.980.930.328.360,0.0,0.0097904205322265,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,tanh,"(100, 80, 20)",constant,500000.0,sgd +367.012.095.451.355,0.0,0.0101523399353027,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,tanh,"(100, 80, 60)",constant,500000.0,sgd +0.7267029285430908,0.0,0.0099718570709228,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,relu,15,constant,500000.0,sgd +0.7287330627441406,0.0,0.0077550411224365,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,relu,75,adaptive,500000.0,sgd +66.178.529.262.542.700,0.0,0.0090188980102539,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7471264367816092,0.7471264367816092,0.0,4596,0.813953488372093,0.813953488372093,0.0,3937,0.7608695652173914,0.7608695652173914,0.0,4598,MLPClassifier,,,,,,,relu,"(20, 80, 60)",adaptive,500000.0,sgd +0.5296001434326172,0.0,0.012563943862915,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,identity,35,invscaling,500000.0,adam +0.4395408630371094,0.0,0.013404369354248,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,identity,40,invscaling,500000.0,adam +0.3811030387878418,0.0,0.0093259811401367,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,identity,45,adaptive,500000.0,adam +0.5999360084533691,0.0,0.0100178718566894,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,identity,"(20, 60, 20)",invscaling,500000.0,adam +0.5791339874267578,0.0,0.010577917098999,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,identity,"(20, 80, 20)",adaptive,500000.0,sgd +0.5499460697174072,0.0,0.0080320835113525,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,identity,"(20, 100, 80)",adaptive,500000.0,adam +0.5255622863769531,0.0,0.0120389461517333,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,identity,"(80, 60, 100)",invscaling,500000.0,adam +0.6438651084899902,0.0,0.016413927078247,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,identity,"(80, 100, 80)",adaptive,500000.0,adam +1.132.444.143.295.280,0.0,0.009761095046997,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,logistic,"(15, 15)",invscaling,500000.0,adam +10.855.298.042.297.300,0.0,0.0094330310821533,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,logistic,"(15, 30)",invscaling,500000.0,adam +10.357.789.993.286.100,0.0,0.00844407081604,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(20, 20, 20)",constant,500000.0,sgd +0.9077589511871338,0.0,0.0129110813140869,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(20, 80, 20)",constant,500000.0,sgd +2.066.948.175.430.290,0.0,0.0105059146881103,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(20, 80, 60)",constant,500000.0,sgd +1.981.501.817.703.240,0.0,0.0093920230865478,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(20, 80, 80)",adaptive,500000.0,sgd +3.731.132.984.161.370,0.0,0.0107409954071044,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(20, 100, 100)",constant,500000.0,sgd +18.000.292.778.015.100,0.0,0.0082349777221679,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(40, 20, 40)",constant,500000.0,sgd +18.280.119.895.935.000,0.0,0.0085959434509277,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(60, 20, 20)",constant,500000.0,sgd +2.586.121.082.305.900,0.0,0.0128800868988037,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(60, 60, 40)",adaptive,500000.0,sgd +32.775.352.001.190.100,0.0,0.0132157802581787,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(60, 100, 100)",constant,500000.0,sgd +21.177.420.616.149.900,0.0,0.0143330097198486,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(80, 20, 100)",constant,500000.0,sgd +2.458.760.976.791.380,0.0,0.0169787406921386,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(80, 40, 60)",adaptive,500000.0,sgd +2.325.417.995.452.880,0.0,0.0097889900207519,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(80, 40, 80)",adaptive,500000.0,sgd +19.506.771.564.483.600,0.0,0.0095858573913574,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(80, 60, 100)",constant,500000.0,sgd +2.953.956.127.166.740,0.0,0.0114648342132568,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(80, 80, 60)",adaptive,500000.0,sgd +1.927.582.025.527.950,0.0,0.0091931819915771,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(100, 40, 20)",adaptive,500000.0,sgd +2.538.641.929.626.460,0.0,0.0098018646240234,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,tanh,"(100, 40, 40)",adaptive,500000.0,sgd +0.7716243267059326,0.0,0.0089747905731201,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,relu,85,constant,500000.0,sgd +3.489.871.025.085.440,0.0,0.0105810165405273,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.723404255319149,0.723404255319149,0.0,4684,0.7471264367816092,0.7471264367816092,0.0,4596,0.7906976744186046,0.7906976744186046,0.0,4827,0.7555555555555555,0.7555555555555555,0.0,4629,MLPClassifier,,,,,,,relu,"(20, 100, 20)",adaptive,500000.0,sgd +0.35885095596313477,0.0,0.0081720352172851,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,identity,15,invscaling,500000.0,adam +0.3974568843841553,0.0,0.0083870887756347,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,identity,"(45, 30)",constant,500000.0,sgd +0.6835248470306396,0.0,0.0088670253753662,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,identity,"(20, 60, 80)",constant,500000.0,sgd +0.4608588218688965,0.0,0.0094509124755859,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,identity,"(40, 20, 60)",constant,500000.0,sgd +0.6938591003417969,0.0,0.0095901489257812,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,identity,"(40, 40, 80)",constant,500000.0,sgd +16.518.290.042.877.100,0.0,0.0112090110778808,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,identity,"(40, 100, 80)",adaptive,500000.0,sgd +1.301.151.990.890.500,0.0,0.0103940963745117,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,identity,"(40, 100, 100)",constant,500000.0,sgd +0.7471179962158203,0.0,0.0107150077819824,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,identity,"(60, 60, 40)",constant,500000.0,sgd +0.5878028869628906,0.0,0.0113790035247802,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,identity,"(60, 80, 20)",constant,500000.0,sgd +0.6157100200653076,0.0,0.0127708911895751,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,identity,"(60, 80, 100)",adaptive,500000.0,adam +0.814521074295044,0.0,0.0147919654846191,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,identity,"(100, 40, 40)",constant,500000.0,sgd +12.234.208.583.831.700,0.0,0.0093419551849365,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,identity,"(100, 100, 20)",constant,500000.0,sgd +0.8548600673675537,0.0,0.0096187591552734,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,40,adaptive,500000.0,adam +0.8513820171356201,0.0,0.0078649520874023,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,45,invscaling,500000.0,adam +10.032.968.521.118.100,0.0,0.0079901218414306,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,60,invscaling,500000.0,adam +0.9832699298858643,0.0,0.0077590942382812,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,60,adaptive,500000.0,adam +10.191.240.310.668.900,0.0,0.0079071521759033,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,65,constant,500000.0,adam +1.242.772.102.355.950,0.0,0.0130209922790527,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,70,constant,500000.0,adam +10.487.098.693.847.600,0.0,0.0079352855682373,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,70,invscaling,500000.0,adam +0.9729180335998535,0.0,0.0094978809356689,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,70,adaptive,500000.0,adam +11.621.770.858.764.600,0.0,0.0075409412384033,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,75,constant,500000.0,adam +10.967.738.628.387.400,0.0,0.0088269710540771,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,75,invscaling,500000.0,adam +1.080.902.099.609.370,0.0,0.0085067749023437,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,75,adaptive,500000.0,adam +11.606.671.810.150.100,0.0,0.0073118209838867,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,80,constant,500000.0,adam +1.089.374.303.817.740,0.0,0.0080649852752685,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,80,invscaling,500000.0,adam +12.255.010.604.858.300,0.0,0.0082359313964843,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,80,adaptive,500000.0,adam +1.293.605.089.187.620,0.0,0.0092732906341552,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,85,constant,500000.0,adam +12.307.231.426.239.000,0.0,0.0081567764282226,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,85,invscaling,500000.0,adam +11.865.489.482.879.600,0.0,0.0087921619415283,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,85,adaptive,500000.0,adam +11.084.480.285.644.500,0.0,0.0100908279418945,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,90,constant,500000.0,adam +1.242.096.185.684.200,0.0,0.008035659790039,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,90,invscaling,500000.0,adam +12.803.208.827.972.400,0.0,0.0086820125579833,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,90,adaptive,500000.0,adam +16.431.498.527.526.800,0.0,0.0079381465911865,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,95,constant,500000.0,adam +12.690.811.157.226.500,0.0,0.008970022201538,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,95,invscaling,500000.0,adam +12.403.810.024.261.400,0.0,0.0082459449768066,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,95,adaptive,500000.0,adam +11.138.110.160.827.600,0.0,0.0109858512878417,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,100,constant,500000.0,adam +13.930.230.140.686.000,0.0,0.0110628604888916,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,100,invscaling,500000.0,adam +14.546.599.388.122.500,0.0,0.0105080604553222,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,100,adaptive,500000.0,adam +0.9838731288909912,0.0,0.0084228515625,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(15, 30)",constant,500000.0,adam +0.9478130340576172,0.0,0.008631944656372,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(15, 30)",adaptive,500000.0,adam +11.352.460.384.368.800,0.0,0.0079669952392578,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(15, 45)",constant,500000.0,adam +11.884.799.003.601.000,0.0,0.0089857578277587,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(15, 45)",invscaling,500000.0,adam +1.088.961.124.420.160,0.0,0.0079569816589355,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(15, 45)",adaptive,500000.0,adam +14.854.142.665.863.000,0.0,0.0078179836273193,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(15, 60)",invscaling,500000.0,adam +12.262.701.988.220.200,0.0,0.008152961730957,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(15, 60)",adaptive,500000.0,adam +16.727.440.357.208.200,0.0,0.0083870887756347,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(15, 75)",constant,500000.0,adam +12.756.900.787.353.500,0.0,0.007476806640625,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(15, 75)",adaptive,500000.0,adam +16.009.249.687.194.800,0.0,0.0090029239654541,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(15, 90)",constant,500000.0,adam +13.112.068.176.269.500,0.0,0.0143611431121826,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(15, 90)",invscaling,500000.0,adam +13.990.600.109.100.300,0.0,0.011782169342041,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(15, 90)",adaptive,500000.0,adam +0.9895741939544678,0.0,0.0081636905670166,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(30, 30)",constant,500000.0,adam +10.191.481.113.433.800,0.0,0.0089528560638427,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(30, 30)",invscaling,500000.0,adam +10.211.830.139.160.100,0.0,0.0091569423675537,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(30, 45)",invscaling,500000.0,adam +15.021.848.678.588.800,0.0,0.0081570148468017,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(30, 60)",constant,500000.0,adam +12.163.209.915.161.100,0.0,0.0083599090576171,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(30, 60)",invscaling,500000.0,adam +13.889.269.828.796.300,0.0,0.0083739757537841,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(30, 60)",adaptive,500000.0,adam +1.381.239.891.052.240,0.0,0.0078890323638916,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(30, 75)",invscaling,500000.0,adam +16.145.069.599.151.600,0.0,0.007828950881958,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(30, 90)",constant,500000.0,adam +13.959.681.987.762.400,0.0,0.00844407081604,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(30, 90)",invscaling,500000.0,adam +1.152.479.887.008.660,0.0,0.0077929496765136,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(45, 30)",constant,500000.0,adam +11.458.799.839.019.700,0.0,0.0125691890716552,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(45, 30)",adaptive,500000.0,adam +13.819.139.003.753.600,0.0,0.0093860626220703,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(45, 60)",constant,500000.0,adam +13.601.090.908.050.500,0.0,0.0097568035125732,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(45, 60)",adaptive,500000.0,adam +1.443.260.908.126.830,0.0,0.0100200176239013,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(45, 75)",constant,500000.0,adam +1.473.855.972.290.030,0.0,0.0122089385986328,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(45, 75)",invscaling,500000.0,adam +1.082.150.936.126.700,0.0,0.0089218616485595,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(60, 15)",constant,500000.0,adam +11.641.168.594.360.300,0.0,0.0085861682891845,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(60, 15)",adaptive,500000.0,adam +12.541.098.594.665.500,0.0,0.0088822841644287,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(60, 30)",adaptive,500000.0,adam +14.406.561.851.501.400,0.0,0.0120577812194824,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(60, 45)",constant,500000.0,adam +16.675.288.677.215.500,0.0,0.0095050334930419,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(60, 75)",invscaling,500000.0,adam +17.817.778.587.341.300,0.0,0.0083053112030029,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(60, 75)",adaptive,500000.0,adam +14.847.497.940.063.400,0.0,0.008800983428955,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(60, 90)",constant,500000.0,adam +19.898.860.454.559.300,0.0,0.0096356868743896,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(75, 75)",constant,500000.0,adam +17.470.698.356.628.400,0.0,0.0099010467529296,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(90, 45)",constant,500000.0,adam +2.043.574.810.028.070,0.0,0.0096900463104248,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,logistic,"(100, 100, 60)",adaptive,500000.0,adam +0.47063517570495605,0.0,0.0084459781646728,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,10,adaptive,500000.0,sgd +10.109.822.750.091.500,0.0,0.0126419067382812,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(15, 45)",constant,500000.0,sgd +35.903.947.353.363.000,0.0,0.0093703269958496,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(40, 60, 60)",adaptive,500000.0,sgd +2.805.731.773.376.460,0.0,0.0138568878173828,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(40, 60, 80)",adaptive,500000.0,sgd +17.753.398.418.426.500,0.0,0.0097391605377197,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(40, 60, 100)",constant,500000.0,sgd +25.156.989.097.595.200,0.0,0.0094242095947265,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(40, 80, 60)",adaptive,500000.0,sgd +16.567.308.902.740.400,0.0,0.010181188583374,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(60, 20, 40)",adaptive,500000.0,sgd +25.217.480.659.484.800,0.0,0.0134098529815673,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(60, 40, 80)",constant,500000.0,sgd +2.827.387.809.753.410,0.0,0.014409065246582,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(60, 40, 80)",adaptive,500000.0,sgd +18.334.181.308.746.300,0.0,0.0099959373474121,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(60, 80, 80)",constant,500000.0,sgd +19.962.129.592.895.500,0.0,0.0098030567169189,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(60, 100, 40)",constant,500000.0,sgd +32.964.038.848.876.900,0.0,0.0099620819091796,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(60, 100, 40)",adaptive,500000.0,sgd +18.326.129.913.330.000,0.0,0.0086040496826171,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(80, 40, 20)",constant,500000.0,sgd +15.206.880.569.458.000,0.0,0.00885009765625,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(80, 40, 60)",constant,500000.0,sgd +17.293.651.103.973.300,0.0,0.0127348899841308,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(80, 60, 40)",constant,500000.0,sgd +27.187.938.690.185.500,0.0,0.0102210044860839,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(100, 80, 40)",constant,500000.0,sgd +2.727.708.101.272.580,0.0,0.0101740360260009,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.7471264367816092,0.7471264367816092,0.0,4596,0.7674418604651163,0.7674418604651163,0.0,5116,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(100, 80, 100)",constant,500000.0,sgd +0.4981980323791504,0.0,0.0102121829986572,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7441860465116279,0.7441860465116279,0.0,3407,0.7471264367816092,0.7471264367816092,0.0,4596,0.7441860465116279,0.7441860465116279,0.0,5303,0.7441860465116278,0.7441860465116278,0.0,4779,MLPClassifier,,,,,,,identity,"(40, 80, 100)",constant,500000.0,adam +0.5538909435272217,0.0,0.0108389854431152,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7441860465116279,0.7441860465116279,0.0,3407,0.7471264367816092,0.7471264367816092,0.0,4596,0.7441860465116279,0.7441860465116279,0.0,5303,0.7441860465116278,0.7441860465116278,0.0,4779,MLPClassifier,,,,,,,identity,"(60, 20, 20)",constant,500000.0,sgd +0.34035301208496094,0.0,0.008354902267456,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7441860465116279,0.7441860465116279,0.0,3407,0.7471264367816092,0.7471264367816092,0.0,4596,0.7441860465116279,0.7441860465116279,0.0,5303,0.7441860465116278,0.7441860465116278,0.0,4779,MLPClassifier,,,,,,,identity,"(60, 100, 20)",adaptive,500000.0,adam +0.503382682800293,0.0,0.0096580982208251,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7441860465116279,0.7441860465116279,0.0,3407,0.7471264367816092,0.7471264367816092,0.0,4596,0.7441860465116279,0.7441860465116279,0.0,5303,0.7441860465116278,0.7441860465116278,0.0,4779,MLPClassifier,,,,,,,identity,"(80, 20, 100)",constant,500000.0,adam +0.5928280353546143,0.0,0.0118701457977294,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7441860465116279,0.7441860465116279,0.0,3407,0.7471264367816092,0.7471264367816092,0.0,4596,0.7441860465116279,0.7441860465116279,0.0,5303,0.7441860465116278,0.7441860465116278,0.0,4779,MLPClassifier,,,,,,,identity,"(80, 40, 100)",constant,500000.0,adam +0.6460230350494385,0.0,0.0118319988250732,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7441860465116279,0.7441860465116279,0.0,3407,0.7471264367816092,0.7471264367816092,0.0,4596,0.7441860465116279,0.7441860465116279,0.0,5303,0.7441860465116278,0.7441860465116278,0.0,4779,MLPClassifier,,,,,,,identity,"(80, 80, 80)",constant,500000.0,adam +0.51432204246521,0.0,0.0104858875274658,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7441860465116279,0.7441860465116279,0.0,3407,0.7471264367816092,0.7471264367816092,0.0,4596,0.7441860465116279,0.7441860465116279,0.0,5303,0.7441860465116278,0.7441860465116278,0.0,4779,MLPClassifier,,,,,,,identity,"(80, 80, 80)",invscaling,500000.0,adam +0.48403215408325195,0.0,0.0117659568786621,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7441860465116279,0.7441860465116279,0.0,3407,0.7471264367816092,0.7471264367816092,0.0,4596,0.7441860465116279,0.7441860465116279,0.0,5303,0.7441860465116278,0.7441860465116278,0.0,4779,MLPClassifier,,,,,,,identity,"(80, 80, 100)",adaptive,500000.0,adam +0.42592501640319824,0.0,0.0120329856872558,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7441860465116279,0.7441860465116279,0.0,3407,0.7471264367816092,0.7471264367816092,0.0,4596,0.7441860465116279,0.7441860465116279,0.0,5303,0.7441860465116278,0.7441860465116278,0.0,4779,MLPClassifier,,,,,,,identity,"(100, 60, 40)",constant,500000.0,adam +14.773.070.812.225.300,0.0,0.0152897834777832,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7441860465116279,0.7441860465116279,0.0,3407,0.7471264367816092,0.7471264367816092,0.0,4596,0.7441860465116279,0.7441860465116279,0.0,5303,0.7441860465116278,0.7441860465116278,0.0,4779,MLPClassifier,,,,,,,identity,"(100, 60, 40)",adaptive,500000.0,sgd +15.930.919.647.216.700,0.0,0.0118610858917236,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7441860465116279,0.7441860465116279,0.0,3407,0.7471264367816092,0.7471264367816092,0.0,4596,0.7441860465116279,0.7441860465116279,0.0,5303,0.7441860465116278,0.7441860465116278,0.0,4779,MLPClassifier,,,,,,,identity,"(100, 100, 60)",constant,500000.0,sgd +0.6887810230255127,0.0,0.013146162033081,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7441860465116279,0.7441860465116279,0.0,3407,0.7471264367816092,0.7471264367816092,0.0,4596,0.7441860465116279,0.7441860465116279,0.0,5303,0.7441860465116278,0.7441860465116278,0.0,4779,MLPClassifier,,,,,,,identity,"(100, 100, 100)",adaptive,500000.0,adam +0.5468192100524902,0.0,0.0094521045684814,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7441860465116279,0.7441860465116279,0.0,3407,0.7471264367816092,0.7471264367816092,0.0,4596,0.7441860465116279,0.7441860465116279,0.0,5303,0.7441860465116278,0.7441860465116278,0.0,4779,MLPClassifier,,,,,,,relu,35,constant,500000.0,sgd +0.7979509830474854,0.0,0.0080509185791015,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7441860465116279,0.7441860465116279,0.0,3407,0.7471264367816092,0.7471264367816092,0.0,4596,0.7441860465116279,0.7441860465116279,0.0,5303,0.7441860465116278,0.7441860465116278,0.0,4779,MLPClassifier,,,,,,,relu,35,adaptive,500000.0,sgd +0.9069550037384033,0.0,0.009775161743164,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.65625,0.65625,0.0,5596,0.735632183908046,0.735632183908046,0.0,4758,0.9767441860465116,0.9767441860465116,0.0,1284,0.7850467289719625,0.7850467289719625,0.0,3392,MLPClassifier,,,,,,,identity,"(60, 80, 100)",invscaling,500000.0,sgd +14.479.470.252.990.700,0.0,0.0084600448608398,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.6851851851851852,0.6851851851851852,0.0,5518,0.735632183908046,0.735632183908046,0.0,4758,0.8604651162790697,0.8604651162790697,0.0,3618,0.7628865979381443,0.7628865979381443,0.0,4596,MLPClassifier,,,,,,,relu,5,constant,500000.0,adam +16.091.728.210.449.200,0.0,0.0086569786071777,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.6851851851851852,0.6851851851851852,0.0,5518,0.735632183908046,0.735632183908046,0.0,4758,0.8604651162790697,0.8604651162790697,0.0,3618,0.7628865979381443,0.7628865979381443,0.0,4596,MLPClassifier,,,,,,,relu,10,adaptive,500000.0,adam +4.947.314.977.645.870,0.0,0.0100238323211669,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6923076923076923,0.6923076923076923,0.0,5442,0.735632183908046,0.735632183908046,0.0,4758,0.8372093023255814,0.8372093023255814,0.0,3657,0.7578947368421053,0.7578947368421053,0.0,4628,MLPClassifier,,,,,,,relu,"(20, 40, 40)",adaptive,500000.0,sgd +25.787.880.420.684.800,0.0,0.0100269317626953,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.735632183908046,0.735632183908046,0.0,4758,0.813953488372093,0.813953488372093,0.0,3937,0.7526881720430109,0.7526881720430109,0.0,4657,MLPClassifier,,,,,,,tanh,"(20, 80, 60)",adaptive,500000.0,sgd +1.976.966.142.654.410,0.0,0.0092129707336425,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.735632183908046,0.735632183908046,0.0,4758,0.813953488372093,0.813953488372093,0.0,3937,0.7526881720430109,0.7526881720430109,0.0,4657,MLPClassifier,,,,,,,tanh,"(20, 100, 40)",constant,500000.0,sgd +1.666.813.850.402.830,0.0,0.0102069377899169,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.735632183908046,0.735632183908046,0.0,4758,0.813953488372093,0.813953488372093,0.0,3937,0.7526881720430109,0.7526881720430109,0.0,4657,MLPClassifier,,,,,,,tanh,"(40, 20, 80)",constant,500000.0,sgd +15.507.421.493.530.200,0.0,0.0095458030700683,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.735632183908046,0.735632183908046,0.0,4758,0.813953488372093,0.813953488372093,0.0,3937,0.7526881720430109,0.7526881720430109,0.0,4657,MLPClassifier,,,,,,,tanh,"(40, 40, 40)",adaptive,500000.0,sgd +1.691.253.900.527.950,0.0,0.0095942020416259,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.735632183908046,0.735632183908046,0.0,4758,0.813953488372093,0.813953488372093,0.0,3937,0.7526881720430109,0.7526881720430109,0.0,4657,MLPClassifier,,,,,,,tanh,"(60, 20, 20)",adaptive,500000.0,sgd +0.1945819854736328,0.0,0.0060999393463134,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,identity,10,constant,500000.0,adam +0.28192687034606934,0.0,0.0134479999542236,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,identity,80,constant,500000.0,sgd +0.39633631706237793,0.0,0.0147707462310791,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,identity,90,constant,500000.0,adam +0.9995012283325195,0.0,0.0088229179382324,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(90, 30)",adaptive,500000.0,sgd +16.971.139.907.836.900,0.0,0.0102529525756835,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(20, 60, 60)",adaptive,500000.0,sgd +17.437.078.952.789.300,0.0,0.0092759132385253,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(20, 60, 80)",constant,500000.0,sgd +23.984.429.836.273.100,0.0,0.009099006652832,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(20, 60, 80)",adaptive,500000.0,sgd +25.937.891.006.469.700,0.0,0.0103969573974609,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(20, 80, 80)",constant,500000.0,sgd +18.711.600.303.649.900,0.0,0.0087549686431884,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(40, 80, 60)",constant,500000.0,sgd +30.520.999.431.610.100,0.0,0.0163729190826416,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(60, 60, 100)",constant,500000.0,sgd +1.376.668.930.053.710,0.0,0.0117928981781005,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(80, 20, 20)",constant,500000.0,sgd +2.583.362.102.508.540,0.0,0.0128788948059082,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(80, 60, 40)",adaptive,500000.0,sgd +2.965.203.046.798.700,0.0,0.0097889900207519,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(80, 80, 40)",adaptive,500000.0,sgd +2.605.689.287.185.660,0.0,0.0100867748260498,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(80, 100, 60)",constant,500000.0,sgd +359.934.401.512.146,0.0,0.0096170902252197,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(80, 100, 100)",constant,500000.0,sgd +32.104.640.007.019.000,0.0,0.0099451541900634,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(80, 100, 100)",adaptive,500000.0,sgd +26.346.468.925.476.000,0.0,0.013503074645996,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(100, 20, 60)",adaptive,500000.0,sgd +3.826.997.995.376.580,0.0,0.0100281238555908,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(100, 40, 80)",adaptive,500000.0,sgd +27.232.041.358.947.700,0.0,0.0107479095458984,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,tanh,"(100, 80, 20)",adaptive,500000.0,sgd +10.989.360.809.326.100,0.0,0.0084137916564941,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,relu,"(15, 45)",constant,500000.0,sgd +15.116.398.334.503.100,0.0,0.0077822208404541,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,relu,"(15, 60)",adaptive,500000.0,sgd +20.779.709.815.979.000,0.0,0.0090749263763427,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.735632183908046,0.735632183908046,0.0,4758,0.7906976744186046,0.7906976744186046,0.0,4827,0.7472527472527473,0.7472527472527473,0.0,4755,MLPClassifier,,,,,,,relu,"(30, 75)",adaptive,500000.0,sgd +0.011953115463256836,0.0,0.0097389221191406,0.0,"{'gamma': 'scale', 'kernel': 'rbf'}",0.717391304347826,0.717391304347826,0.0,5,0.735632183908046,0.735632183908046,0.0,1,0.7674418604651163,0.7674418604651163,0.0,1,0.7415730337078652,0.7415730337078652,0.0,1,SVC,scale,rbf,,,,,,,,, +0.2072761058807373,0.0,0.0082759857177734,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,identity,10,adaptive,500000.0,adam +0.45263195037841797,0.0,0.0095407962799072,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,identity,20,adaptive,500000.0,adam +0.3013730049133301,0.0,0.0094478130340576,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,identity,30,adaptive,500000.0,sgd +0.42955589294433594,0.0,0.0125050544738769,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,identity,65,constant,500000.0,adam +0.8591418266296387,0.0,0.0085229873657226,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,identity,"(30, 90)",adaptive,500000.0,sgd +0.6913511753082275,0.0,0.0089728832244873,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,identity,"(20, 40, 60)",adaptive,500000.0,sgd +0.6831190586090088,0.0,0.0102298259735107,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,identity,"(20, 80, 20)",constant,500000.0,sgd +0.958219051361084,0.0,0.0112650394439697,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,identity,"(20, 100, 20)",constant,500000.0,sgd +10.374.760.627.746.500,0.0,0.0090758800506591,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,identity,"(40, 40, 80)",adaptive,500000.0,sgd +0.6312098503112793,0.0,0.0103230476379394,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,identity,"(60, 20, 60)",constant,500000.0,sgd +14.969.573.020.935.000,0.0,0.0110819339752197,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,identity,"(60, 40, 80)",adaptive,500000.0,sgd +0.9960770606994629,0.0,0.0095040798187255,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,logistic,"(15, 15)",constant,500000.0,adam +0.806725025177002,0.0,0.0079061985015869,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,logistic,"(15, 15)",adaptive,500000.0,adam +11.724.121.570.587.100,0.0,0.0086491107940673,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,logistic,"(30, 15)",invscaling,500000.0,adam +10.955.901.145.935.000,0.0,0.0097558498382568,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,logistic,"(30, 15)",adaptive,500000.0,adam +12.556.381.225.585.900,0.0,0.008185863494873,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,logistic,"(30, 30)",adaptive,500000.0,adam +0.508328914642334,0.0,0.0067939758300781,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,30,adaptive,500000.0,sgd +0.3524200916290283,0.0,0.0073089599609375,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,45,constant,500000.0,sgd +13.436.470.031.738.200,0.0,0.008862018585205,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(90, 30)",constant,500000.0,sgd +10.156.850.814.819.300,0.0,0.00803804397583,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(20, 40, 20)",constant,500000.0,sgd +18.041.670.322.418.200,0.0,0.0083858966827392,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(20, 40, 40)",adaptive,500000.0,sgd +24.803.829.193.115.200,0.0,0.0094671249389648,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(20, 80, 40)",adaptive,500000.0,sgd +20.958.709.716.796.800,0.0,0.0139350891113281,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(20, 100, 20)",constant,500000.0,sgd +23.424.417.972.564.600,0.0,0.0106019973754882,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(20, 100, 80)",constant,500000.0,sgd +34.405.179.023.742.600,0.0,0.0106937885284423,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(20, 100, 80)",adaptive,500000.0,sgd +2.052.717.924.118.040,0.0,0.0096960067749023,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(40, 20, 80)",adaptive,500000.0,sgd +1.747.006.893.157.950,0.0,0.0078248977661132,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(40, 60, 20)",adaptive,500000.0,sgd +2.195.712.089.538.570,0.0,0.0099608898162841,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(40, 60, 100)",adaptive,500000.0,sgd +18.213.739.395.141.600,0.0,0.0098330974578857,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(40, 80, 100)",constant,500000.0,sgd +17.751.898.765.563.900,0.0,0.0100271701812744,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(40, 100, 80)",constant,500000.0,sgd +15.735.690.593.719.400,0.0,0.0090301036834716,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(60, 20, 40)",constant,500000.0,sgd +2.405.681.848.526.000,0.0,0.0130298137664794,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(60, 60, 80)",constant,500000.0,sgd +17.530.622.482.299.800,0.0,0.0084128379821777,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(80, 20, 60)",constant,500000.0,sgd +19.853.019.714.355.400,0.0,0.013801097869873,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(80, 20, 80)",constant,500000.0,sgd +22.676.939.964.294.400,0.0,0.0096368789672851,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(80, 60, 80)",constant,500000.0,sgd +18.273.110.389.709.400,0.0,0.0096709728240966,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(80, 80, 40)",constant,500000.0,sgd +28.975.329.399.108.800,0.0,0.0110530853271484,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(80, 100, 40)",constant,500000.0,sgd +18.138.329.982.757.500,0.0,0.0088410377502441,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(100, 20, 20)",adaptive,500000.0,sgd +2.022.469.997.406.000,0.0,0.0162749290466308,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(100, 20, 80)",constant,500000.0,sgd +34.093.029.499.053.900,0.0,0.0110371112823486,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(100, 80, 60)",adaptive,500000.0,sgd +2.951.292.037.963.860,0.0,0.0154111385345458,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,tanh,"(100, 100, 100)",constant,500000.0,sgd +0.8001327514648438,0.0,0.0088272094726562,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,relu,65,constant,500000.0,sgd +0.74440598487854,0.0,0.0102510452270507,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717391304347826,0.717391304347826,0.0,4861,0.735632183908046,0.735632183908046,0.0,4758,0.7674418604651163,0.7674418604651163,0.0,5116,0.7415730337078652,0.7415730337078652,0.0,4794,MLPClassifier,,,,,,,relu,90,constant,500000.0,sgd +0.5978538990020752,0.0,0.0079061985015869,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(15, 45)",adaptive,500000.0,sgd +0.49881601333618164,0.0,0.0083250999450683,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(20, 20, 60)",constant,500000.0,sgd +0.4875209331512451,0.0,0.0103909969329833,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(20, 20, 100)",constant,500000.0,sgd +10.272.960.662.841.700,0.0,0.013561725616455,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(20, 100, 40)",constant,500000.0,sgd +0.7328650951385498,0.0,0.0087778568267822,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(40, 40, 60)",constant,500000.0,sgd +0.7509360313415527,0.0,0.0097353458404541,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(40, 60, 100)",constant,500000.0,sgd +0.6505069732666016,0.0,0.0096120834350585,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(40, 100, 100)",invscaling,500000.0,adam +0.8569447994232178,0.0,0.0093080997467041,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(60, 20, 20)",adaptive,500000.0,sgd +0.9864623546600342,0.0,0.0100297927856445,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(60, 60, 60)",constant,500000.0,sgd +12.559.840.679.168.700,0.0,0.0110020637512207,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(60, 60, 80)",adaptive,500000.0,sgd +12.284.021.377.563.400,0.0,0.0101399421691894,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(60, 100, 40)",constant,500000.0,sgd +12.801.320.552.825.900,0.0,0.011491060256958,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(60, 100, 40)",adaptive,500000.0,sgd +1.312.281.847.000.120,0.0,0.0119321346282958,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(60, 100, 60)",adaptive,500000.0,sgd +15.131.781.101.226.800,0.0,0.012967824935913,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(60, 100, 80)",adaptive,500000.0,sgd +10.348.811.149.597.100,0.0,0.0101289749145507,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(80, 40, 60)",constant,500000.0,sgd +1.072.324.275.970.450,0.0,0.010765790939331,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(80, 40, 60)",adaptive,500000.0,sgd +14.563.589.096.069.300,0.0,0.0098400115966796,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(80, 40, 80)",adaptive,500000.0,sgd +0.7659859657287598,0.0,0.0104730129241943,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(80, 60, 40)",constant,500000.0,sgd +11.323.111.057.281.400,0.0,0.0197927951812744,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(80, 60, 60)",adaptive,500000.0,sgd +0.90254807472229,0.0,0.0100488662719726,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(80, 60, 100)",constant,500000.0,sgd +10.549.430.847.167.900,0.0,0.0103070735931396,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(80, 80, 100)",constant,500000.0,sgd +14.249.510.765.075.600,0.0,0.0097081661224365,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(80, 100, 40)",adaptive,500000.0,sgd +13.007.757.663.726.800,0.0,0.0087380409240722,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(100, 40, 100)",constant,500000.0,sgd +2.076.616.048.812.860,0.0,0.0101969242095947,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,identity,"(100, 100, 80)",adaptive,500000.0,sgd +14.773.879.051.208.400,0.0,0.0082209110260009,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,logistic,60,constant,500000.0,sgd +2.531.916.856.765.740,0.0,0.0093929767608642,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,tanh,"(20, 80, 100)",constant,500000.0,sgd +1.313.431.739.807.120,0.0,0.0086619853973388,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,tanh,"(40, 60, 40)",adaptive,500000.0,sgd +38.580.689.430.236.800,0.0,0.0124449729919433,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,tanh,"(40, 100, 100)",adaptive,500000.0,sgd +28.255.350.589.752.100,0.0,0.0129070281982421,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,tanh,"(60, 60, 60)",constant,500000.0,sgd +2.029.265.880.584.710,0.0,0.009253978729248,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,tanh,"(60, 80, 100)",constant,500000.0,sgd +2.131.497.859.954.830,0.0,0.0115251541137695,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,tanh,"(60, 100, 80)",constant,500000.0,sgd +25.179.479.122.161.800,0.0,0.0105478763580322,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,tanh,"(100, 60, 20)",adaptive,500000.0,sgd +24.924.652.576.446.500,0.0,0.0130338668823242,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,tanh,"(100, 80, 80)",constant,500000.0,sgd +3.531.233.072.280.880,0.0,0.0097849369049072,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,tanh,"(100, 80, 80)",adaptive,500000.0,sgd +0.6868531703948975,0.0,0.0069618225097656,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,relu,25,constant,500000.0,sgd +2.110.150.098.800.650,0.0,0.0076980590820312,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7272727272727273,0.7272727272727273,0.0,4624,0.735632183908046,0.735632183908046,0.0,4758,0.7441860465116279,0.7441860465116279,0.0,5303,0.735632183908046,0.735632183908046,0.0,4844,MLPClassifier,,,,,,,relu,"(15, 75)",constant,500000.0,sgd +0.344959020614624,0.0,0.0082290172576904,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7380952380952381,0.7380952380952381,0.0,3640,0.735632183908046,0.735632183908046,0.0,4758,0.7209302325581395,0.7209302325581395,0.0,5439,0.7294117647058824,0.7294117647058824,0.0,4908,MLPClassifier,,,,,,,identity,25,adaptive,500000.0,adam +0.41748881340026855,0.0,0.0101912021636962,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7380952380952381,0.7380952380952381,0.0,3640,0.735632183908046,0.735632183908046,0.0,4758,0.7209302325581395,0.7209302325581395,0.0,5439,0.7294117647058824,0.7294117647058824,0.0,4908,MLPClassifier,,,,,,,identity,"(15, 30)",constant,500000.0,sgd +0.4314577579498291,0.0,0.0123960971832275,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7380952380952381,0.7380952380952381,0.0,3640,0.735632183908046,0.735632183908046,0.0,4758,0.7209302325581395,0.7209302325581395,0.0,5439,0.7294117647058824,0.7294117647058824,0.0,4908,MLPClassifier,,,,,,,identity,"(75, 30)",constant,500000.0,sgd +0.6563410758972168,0.0,0.0127511024475097,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7380952380952381,0.7380952380952381,0.0,3640,0.735632183908046,0.735632183908046,0.0,4758,0.7209302325581395,0.7209302325581395,0.0,5439,0.7294117647058824,0.7294117647058824,0.0,4908,MLPClassifier,,,,,,,identity,"(20, 80, 100)",constant,500000.0,sgd +0.8054630756378174,0.0,0.0092737674713134,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7380952380952381,0.7380952380952381,0.0,3640,0.735632183908046,0.735632183908046,0.0,4758,0.7209302325581395,0.7209302325581395,0.0,5439,0.7294117647058824,0.7294117647058824,0.0,4908,MLPClassifier,,,,,,,identity,"(40, 80, 40)",adaptive,500000.0,sgd +11.999.971.866.607.600,0.0,0.0147609710693359,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7380952380952381,0.7380952380952381,0.0,3640,0.735632183908046,0.735632183908046,0.0,4758,0.7209302325581395,0.7209302325581395,0.0,5439,0.7294117647058824,0.7294117647058824,0.0,4908,MLPClassifier,,,,,,,identity,"(40, 100, 20)",constant,500000.0,sgd +0.9126040935516357,0.0,0.0103330612182617,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7380952380952381,0.7380952380952381,0.0,3640,0.735632183908046,0.735632183908046,0.0,4758,0.7209302325581395,0.7209302325581395,0.0,5439,0.7294117647058824,0.7294117647058824,0.0,4908,MLPClassifier,,,,,,,identity,"(60, 20, 80)",adaptive,500000.0,sgd +1.161.628.246.307.370,0.0,0.0111396312713623,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7380952380952381,0.7380952380952381,0.0,3640,0.735632183908046,0.735632183908046,0.0,4758,0.7209302325581395,0.7209302325581395,0.0,5439,0.7294117647058824,0.7294117647058824,0.0,4908,MLPClassifier,,,,,,,identity,"(80, 80, 40)",adaptive,500000.0,sgd +0.4415261745452881,0.0,0.0077157020568847,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7380952380952381,0.7380952380952381,0.0,3640,0.735632183908046,0.735632183908046,0.0,4758,0.7209302325581395,0.7209302325581395,0.0,5439,0.7294117647058824,0.7294117647058824,0.0,4908,MLPClassifier,,,,,,,tanh,50,adaptive,500000.0,sgd +21.956.276.893.615.700,0.0,0.009587287902832,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7380952380952381,0.7380952380952381,0.0,3640,0.735632183908046,0.735632183908046,0.0,4758,0.7209302325581395,0.7209302325581395,0.0,5439,0.7294117647058824,0.7294117647058824,0.0,4908,MLPClassifier,,,,,,,tanh,"(40, 80, 20)",adaptive,500000.0,sgd +0.009783029556274414,0.0,0.0073180198669433,0.0,"{'gamma': 'scale', 'kernel': 'linear'}",0.75,0.75,0.0,3,0.735632183908046,0.735632183908046,0.0,1,0.6976744186046512,0.6976744186046512,0.0,5,0.7228915662650603,0.7228915662650603,0.0,3,SVC,scale,linear,,,,,,,,, +0.005010128021240234,0.0,0.0042669773101806,0.0,"{'gamma': 'auto', 'kernel': 'linear'}",0.75,0.75,0.0,3,0.735632183908046,0.735632183908046,0.0,1,0.6976744186046512,0.6976744186046512,0.0,5,0.7228915662650603,0.7228915662650603,0.0,3,SVC,auto,linear,,,,,,,,, +0.39577698707580566,0.0,0.0118908882141113,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.7241379310344828,0.7241379310344828,0.0,4878,0.8837209302325582,0.8837209302325582,0.0,3367,0.7599999999999999,0.7599999999999999,0.0,4624,MLPClassifier,,,,,,,tanh,"(60, 80, 100)",invscaling,500000.0,sgd +0.3119978904724121,0.0,0.0124268531799316,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6792452830188679,0.6792452830188679,0.0,5541,0.7241379310344828,0.7241379310344828,0.0,4878,0.8372093023255814,0.8372093023255814,0.0,3657,0.7499999999999999,0.7499999999999999,0.0,4662,MLPClassifier,,,,,,,tanh,"(60, 40, 80)",invscaling,500000.0,sgd +16.980.640.888.214.100,0.0,0.0082910060882568,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6862745098039216,0.6862745098039216,0.0,5516,0.7241379310344828,0.7241379310344828,0.0,4878,0.813953488372093,0.813953488372093,0.0,3937,0.7446808510638299,0.7446808510638299,0.0,4777,MLPClassifier,,,,,,,tanh,"(20, 40, 60)",constant,500000.0,sgd +18.835.699.558.258.000,0.0,0.0079782009124755,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6862745098039216,0.6862745098039216,0.0,5516,0.7241379310344828,0.7241379310344828,0.0,4878,0.813953488372093,0.813953488372093,0.0,3937,0.7446808510638299,0.7446808510638299,0.0,4777,MLPClassifier,,,,,,,relu,"(15, 90)",constant,500000.0,sgd +0.27991223335266113,0.0,0.0114428997039794,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6938775510204082,0.6938775510204082,0.0,5436,0.7241379310344828,0.7241379310344828,0.0,4878,0.7906976744186046,0.7906976744186046,0.0,4827,0.7391304347826086,0.7391304347826086,0.0,4837,MLPClassifier,,,,,,,identity,"(80, 100, 40)",invscaling,500000.0,sgd +0.057878971099853516,0.0,0.0083541870117187,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6938775510204082,0.6938775510204082,0.0,5436,0.7241379310344828,0.7241379310344828,0.0,4878,0.7906976744186046,0.7906976744186046,0.0,4827,0.7391304347826086,0.7391304347826086,0.0,4837,MLPClassifier,,,,,,,tanh,"(15, 30)",invscaling,500000.0,sgd +25.269.198.417.663.500,0.0,0.0125970840454101,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6938775510204082,0.6938775510204082,0.0,5436,0.7241379310344828,0.7241379310344828,0.0,4878,0.7906976744186046,0.7906976744186046,0.0,4827,0.7391304347826086,0.7391304347826086,0.0,4837,MLPClassifier,,,,,,,tanh,"(60, 100, 20)",adaptive,500000.0,sgd +17.104.618.549.346.900,0.0,0.0081992149353027,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6938775510204082,0.6938775510204082,0.0,5436,0.7241379310344828,0.7241379310344828,0.0,4878,0.7906976744186046,0.7906976744186046,0.0,4827,0.7391304347826086,0.7391304347826086,0.0,4837,MLPClassifier,,,,,,,relu,"(30, 45)",adaptive,500000.0,sgd +15.493.838.787.078.800,0.0,0.0085718631744384,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6938775510204082,0.6938775510204082,0.0,5436,0.7241379310344828,0.7241379310344828,0.0,4878,0.7906976744186046,0.7906976744186046,0.0,4827,0.7391304347826086,0.7391304347826086,0.0,4837,MLPClassifier,,,,,,,relu,"(30, 60)",constant,500000.0,sgd +29.915.919.303.894.000,0.0,0.0122711658477783,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6938775510204082,0.6938775510204082,0.0,5436,0.7241379310344828,0.7241379310344828,0.0,4878,0.7906976744186046,0.7906976744186046,0.0,4827,0.7391304347826086,0.7391304347826086,0.0,4837,MLPClassifier,,,,,,,relu,"(20, 20, 60)",adaptive,500000.0,sgd +0.008268117904663086,0.0,0.0093891620635986,0.0,"{'gamma': 'auto', 'kernel': 'rbf'}",0.7021276595744681,0.7021276595744681,0.0,6,0.7241379310344828,0.7241379310344828,0.0,4,0.7674418604651163,0.7674418604651163,0.0,1,0.7333333333333334,0.7333333333333334,0.0,2,SVC,auto,rbf,,,,,,,,, +0.28905487060546875,0.0,0.007249116897583,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,identity,5,constant,500000.0,adam +0.33666110038757324,0.0,0.0094239711761474,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,identity,10,constant,500000.0,sgd +0.46208834648132324,0.0,0.0113327503204345,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,identity,70,adaptive,500000.0,adam +0.8736371994018555,0.0,0.0093777179718017,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,identity,"(75, 75)",constant,500000.0,sgd +12.696.738.243.103.000,0.0,0.0107662677764892,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,identity,"(40, 100, 40)",constant,500000.0,sgd +0.4230499267578125,0.0,0.013887882232666,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,20,constant,500000.0,sgd +0.5173611640930176,0.0,0.0076937675476074,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,70,constant,500000.0,sgd +10.771.589.279.174.800,0.0,0.0080199241638183,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(15, 60)",constant,500000.0,sgd +0.7747180461883545,0.0,0.0075688362121582,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(30, 30)",constant,500000.0,sgd +0.8371372222900391,0.0,0.0088307857513427,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(60, 30)",adaptive,500000.0,sgd +13.014.881.610.870.300,0.0,0.0109689235687255,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(20, 20, 100)",adaptive,500000.0,sgd +2.054.563.045.501.700,0.0,0.0085177421569824,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(20, 60, 20)",adaptive,500000.0,sgd +33.965.330.123.901.300,0.0,0.0094947814941406,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(20, 100, 60)",adaptive,500000.0,sgd +11.589.560.508.728.000,0.0,0.0107829570770263,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(40, 20, 20)",adaptive,500000.0,sgd +10.202.748.775.482.100,0.0,0.0101571083068847,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(40, 40, 40)",constant,500000.0,sgd +16.517.307.758.331.200,0.0,0.0092341899871826,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(40, 60, 80)",constant,500000.0,sgd +27.903.289.794.921.800,0.0,0.0139319896697998,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(60, 40, 20)",constant,500000.0,sgd +39.401.960.372.924.800,0.0,0.0105671882629394,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(60, 80, 20)",adaptive,500000.0,sgd +23.613.009.452.819.800,0.0,0.0112221240997314,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(80, 20, 80)",adaptive,500000.0,sgd +19.688.079.357.147.200,0.0,0.0096971988677978,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(80, 60, 60)",adaptive,500000.0,sgd +35.364.248.752.593.900,0.0,0.0095999240875244,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(80, 80, 80)",adaptive,500000.0,sgd +24.669.549.465.179.400,0.0,0.009153127670288,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(100, 20, 60)",constant,500000.0,sgd +17.887.279.987.335.200,0.0,0.00990891456604,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,tanh,"(100, 100, 40)",constant,500000.0,sgd +0.9787960052490234,0.0,0.0076630115509033,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,relu,80,adaptive,500000.0,sgd +16.106.209.754.943.800,0.0,0.0077841281890869,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7021276595744681,0.7021276595744681,0.0,5279,0.7241379310344828,0.7241379310344828,0.0,4878,0.7674418604651163,0.7674418604651163,0.0,5116,0.7333333333333334,0.7333333333333334,0.0,4882,MLPClassifier,,,,,,,relu,"(15, 60)",constant,500000.0,sgd +0.23885011672973633,0.0,0.0067689418792724,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,20,constant,500000.0,sgd +0.46134495735168457,0.0,0.0083281993865966,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,25,adaptive,500000.0,sgd +0.384768009185791,0.0,0.0091829299926757,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,30,invscaling,500000.0,adam +0.47867870330810547,0.0,0.0092091560363769,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(60, 30)",constant,500000.0,sgd +11.776.039.600.372.300,0.0,0.011488914489746,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(60, 90)",adaptive,500000.0,sgd +0.711749792098999,0.0,0.00860595703125,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(75, 15)",constant,500000.0,sgd +0.5373399257659912,0.0,0.009037971496582,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(90, 15)",constant,500000.0,sgd +0.7559223175048828,0.0,0.0082197189331054,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(20, 40, 20)",adaptive,500000.0,sgd +13.169.541.358.947.700,0.0,0.0093917846679687,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(20, 60, 80)",adaptive,500000.0,sgd +0.9942409992218018,0.0,0.0088531970977783,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(20, 80, 80)",adaptive,500000.0,sgd +0.650371789932251,0.0,0.0115540027618408,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(40, 40, 60)",adaptive,500000.0,sgd +0.47869396209716797,0.0,0.0097520351409912,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(40, 60, 80)",constant,500000.0,sgd +10.398.399.829.864.500,0.0,0.0109808444976806,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(40, 80, 20)",adaptive,500000.0,sgd +0.8041350841522217,0.0,0.0090770721435546,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(60, 20, 80)",constant,500000.0,sgd +0.8447690010070801,0.0,0.0107300281524658,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(60, 40, 40)",adaptive,500000.0,sgd +13.186.571.598.052.900,0.0,0.0095388889312744,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(60, 40, 60)",adaptive,500000.0,sgd +0.9983282089233398,0.0,0.0106339454650878,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(60, 60, 20)",constant,500000.0,sgd +0.9193542003631592,0.0,0.0095057487487792,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(60, 100, 20)",constant,500000.0,sgd +10.861.189.365.386.900,0.0,0.0079100131988525,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(60, 100, 60)",constant,500000.0,sgd +17.387.311.458.587.600,0.0,0.00803804397583,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(60, 100, 80)",constant,500000.0,sgd +17.059.268.951.416.000,0.0,0.0093359947204589,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(60, 100, 100)",constant,500000.0,sgd +10.293.099.880.218.500,0.0,0.0098259449005126,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(80, 20, 40)",adaptive,500000.0,sgd +1.105.997.085.571.280,0.0,0.009796142578125,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(80, 20, 80)",adaptive,500000.0,sgd +0.6481771469116211,0.0,0.0095977783203125,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(80, 80, 20)",constant,500000.0,sgd +15.234.630.107.879.600,0.0,0.0099148750305175,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(80, 80, 60)",adaptive,500000.0,sgd +14.795.441.627.502.400,0.0,0.0106167793273925,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(80, 80, 80)",constant,500000.0,sgd +10.077.488.422.393.700,0.0,0.0158939361572265,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(100, 40, 20)",adaptive,500000.0,sgd +13.300.390.243.530.200,0.0,0.0097942352294921,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(100, 40, 40)",adaptive,500000.0,sgd +17.585.158.348.083.400,0.0,0.0106709003448486,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(100, 80, 100)",constant,500000.0,sgd +16.051.881.313.323.900,0.0,0.010308027267456,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(100, 100, 20)",adaptive,500000.0,sgd +15.291.697.978.973.300,0.0,0.0110962390899658,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(100, 100, 40)",adaptive,500000.0,sgd +14.250.829.219.818.100,0.0,0.0109391212463378,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,logistic,30,adaptive,500000.0,sgd +0.4582631587982178,0.0,0.0079348087310791,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,tanh,25,constant,500000.0,sgd +1.422.684.907.913.200,0.0,0.0091321468353271,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,tanh,"(60, 90)",constant,500000.0,sgd +18.247.251.510.620.100,0.0,0.0086867809295654,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,tanh,"(60, 90)",adaptive,500000.0,sgd +1.790.182.113.647.460,0.0,0.0085878372192382,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,tanh,"(20, 80, 20)",adaptive,500000.0,sgd +24.503.910.541.534.400,0.0,0.0093011856079101,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,tanh,"(20, 100, 100)",adaptive,500000.0,sgd +1.873.243.808.746.330,0.0,0.0086231231689453,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,tanh,"(40, 40, 60)",adaptive,500000.0,sgd +13.210.210.800.170.800,0.0,0.0091838836669921,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,tanh,"(40, 100, 20)",constant,500000.0,sgd +22.586.488.723.754.800,0.0,0.0132250785827636,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,tanh,"(60, 20, 60)",adaptive,500000.0,sgd +25.729.877.948.760.900,0.0,0.0123469829559326,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,tanh,"(60, 20, 100)",adaptive,500000.0,sgd +2.698.390.007.019.040,0.0,0.0127527713775634,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,tanh,"(80, 100, 60)",adaptive,500000.0,sgd +2.223.515.033.721.920,0.0,0.0083091259002685,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,tanh,"(100, 20, 100)",adaptive,500000.0,sgd +19.918.227.195.739.700,0.0,0.0119349956512451,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,tanh,"(100, 60, 80)",constant,500000.0,sgd +0.7229790687561035,0.0,0.0078577995300292,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7111111111111111,0.7111111111111111,0.0,5109,0.7241379310344828,0.7241379310344828,0.0,4878,0.7441860465116279,0.7441860465116279,0.0,5303,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,relu,70,constant,500000.0,sgd +0.5798909664154053,0.0,0.0096971988677978,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,85,adaptive,500000.0,sgd +0.5221760272979736,0.0,0.0078301429748535,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(30, 30)",adaptive,500000.0,sgd +0.3793187141418457,0.0,0.0080072879791259,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(30, 45)",constant,500000.0,sgd +0.5942881107330322,0.0,0.0096011161804199,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(45, 45)",adaptive,500000.0,sgd +0.5603418350219727,0.0,0.010735273361206,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(75, 15)",adaptive,500000.0,sgd +10.300.159.454.345.700,0.0,0.0099568367004394,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(90, 60)",adaptive,500000.0,sgd +0.6029078960418701,0.0,0.0095901489257812,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(20, 20, 40)",constant,500000.0,sgd +0.37089991569519043,0.0,0.0094132423400878,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(20, 40, 20)",constant,500000.0,sgd +0.9004011154174805,0.0,0.0088589191436767,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(20, 40, 80)",adaptive,500000.0,sgd +0.7024939060211182,0.0,0.0091943740844726,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(20, 40, 100)",constant,500000.0,sgd +12.841.029.167.175.200,0.0,0.009814977645874,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(20, 60, 100)",constant,500000.0,sgd +0.8765060901641846,0.0,0.0109698772430419,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(20, 80, 40)",constant,500000.0,sgd +0.9839129447937012,0.0,0.0096278190612792,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(20, 80, 60)",adaptive,500000.0,sgd +0.9080610275268555,0.0,0.010577917098999,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(20, 100, 20)",adaptive,500000.0,sgd +15.168.840.885.162.300,0.0,0.0133187770843505,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(20, 100, 100)",constant,500000.0,sgd +11.060.879.230.499.200,0.0,0.010012149810791,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(40, 60, 40)",constant,500000.0,sgd +0.6667168140411377,0.0,0.0169069766998291,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(40, 80, 40)",constant,500000.0,sgd +0.9320840835571289,0.0,0.0110459327697753,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(40, 100, 20)",adaptive,500000.0,sgd +10.392.379.760.742.100,0.0,0.0150959491729736,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(60, 40, 20)",adaptive,500000.0,sgd +0.7100358009338379,0.0,0.0047838687896728,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(80, 20, 20)",constant,500000.0,sgd +0.7175071239471436,0.0,0.0117018222808837,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(80, 20, 100)",constant,500000.0,sgd +11.717.808.246.612.500,0.0,0.0129358768463134,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(80, 20, 100)",adaptive,500000.0,sgd +0.6438491344451904,0.0,0.009315013885498,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(80, 40, 20)",constant,500000.0,sgd +10.737.159.252.166.700,0.0,0.0144720077514648,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(80, 60, 20)",adaptive,500000.0,sgd +11.297.059.059.143.000,0.0,0.0118858814239501,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(80, 80, 20)",adaptive,500000.0,sgd +1.548.738.718.032.830,0.0,0.0101640224456787,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(80, 80, 80)",adaptive,500000.0,sgd +15.285.499.095.916.700,0.0,0.0142252445220947,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(80, 80, 100)",adaptive,500000.0,sgd +16.102.049.350.738.500,0.0,0.0174968242645263,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(80, 100, 60)",constant,500000.0,sgd +1.598.121.166.229.240,0.0,0.0165197849273681,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(80, 100, 60)",adaptive,500000.0,sgd +14.883.360.862.731.900,0.0,0.0152490139007568,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(80, 100, 100)",constant,500000.0,sgd +12.538.321.018.218.900,0.0,0.0106689929962158,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(100, 20, 60)",adaptive,500000.0,sgd +11.124.968.528.747.500,0.0,0.0127501487731933,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(100, 40, 60)",adaptive,500000.0,sgd +12.176.811.695.098.800,0.0,0.0180318355560302,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(100, 60, 100)",constant,500000.0,sgd +14.965.968.132.019.000,0.0,0.0145442485809326,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(100, 80, 20)",adaptive,500000.0,sgd +10.106.189.250.946.000,0.0,0.0106019973754882,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,identity,"(100, 80, 40)",constant,500000.0,sgd +12.332.158.088.684.000,0.0,0.0073800086975097,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,20,constant,500000.0,sgd +0.6037099361419678,0.0,0.0106098651885986,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,25,adaptive,500000.0,adam +0.7457609176635742,0.0,0.0074470043182373,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,30,constant,500000.0,adam +0.6792480945587158,0.0,0.0070829391479492,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,30,invscaling,500000.0,adam +0.7457900047302246,0.0,0.0082900524139404,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,30,adaptive,500000.0,adam +12.010.488.510.131.800,0.0,0.0074832439422607,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,35,constant,500000.0,sgd +0.6615920066833496,0.0,0.0079810619354248,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,35,constant,500000.0,adam +0.6967260837554932,0.0,0.0073010921478271,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,35,invscaling,500000.0,adam +0.6744880676269531,0.0,0.0086472034454345,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,35,adaptive,500000.0,adam +13.866.469.860.076.900,0.0,0.0079801082611083,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,40,constant,500000.0,sgd +0.7430150508880615,0.0,0.0092549324035644,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,40,constant,500000.0,adam +0.742861270904541,0.0,0.0072178840637207,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,40,invscaling,500000.0,adam +0.6462061405181885,0.0,0.0074658393859863,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,45,constant,500000.0,adam +0.7609701156616211,0.0,0.0076270103454589,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,45,adaptive,500000.0,adam +0.8019740581512451,0.0,0.0078969001770019,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,50,constant,500000.0,adam +0.8060402870178223,0.0,0.0098788738250732,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,50,invscaling,500000.0,adam +0.912175178527832,0.0,0.0074350833892822,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,50,adaptive,500000.0,adam +0.9394710063934326,0.0,0.0088489055633544,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,55,constant,500000.0,adam +0.8814220428466797,0.0,0.0079391002655029,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,55,invscaling,500000.0,adam +0.8189089298248291,0.0,0.0084519386291503,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,55,adaptive,500000.0,adam +0.9352641105651855,0.0,0.0089147090911865,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,60,constant,500000.0,adam +0.8933770656585693,0.0,0.0102820396423339,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,65,invscaling,500000.0,adam +0.9605519771575928,0.0,0.0078051090240478,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,65,adaptive,500000.0,adam +21.239.709.854.125.900,0.0,0.010571002960205,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,logistic,95,adaptive,500000.0,sgd +0.6372342109680176,0.0,0.0088739395141601,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,tanh,5,constant,500000.0,sgd +0.480118989944458,0.0,0.0069501399993896,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,tanh,40,adaptive,500000.0,sgd +0.8012409210205078,0.0,0.0079689025878906,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,tanh,"(15, 30)",adaptive,500000.0,sgd +0.8170831203460693,0.0,0.0096650123596191,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,tanh,"(30, 75)",constant,500000.0,sgd +0.8896670341491699,0.0,0.007922887802124,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,tanh,"(45, 30)",adaptive,500000.0,sgd +1.473.344.087.600.700,0.0,0.0089027881622314,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,tanh,"(60, 75)",constant,500000.0,sgd +15.218.610.763.549.800,0.0,0.0080668926239013,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,tanh,"(20, 20, 100)",constant,500000.0,sgd +11.819.350.719.451.900,0.0,0.0088639259338378,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,tanh,"(40, 80, 40)",constant,500000.0,sgd +21.842.010.021.209.700,0.0,0.014815330505371,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,tanh,"(60, 80, 40)",constant,500000.0,sgd +0.5498988628387451,0.0,0.0068860054016113,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7209302325581395,0.7209302325581395,0.0,4716,0.7241379310344828,0.7241379310344828,0.0,4878,0.7209302325581395,0.7209302325581395,0.0,5439,0.7209302325581395,0.7209302325581395,0.0,4971,MLPClassifier,,,,,,,relu,50,constant,500000.0,sgd +0.3401620388031006,0.0,0.0067930221557617,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,5,invscaling,500000.0,adam +0.19393587112426758,0.0,0.0086061954498291,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,60,constant,500000.0,sgd +0.485105037689209,0.0,0.0086748600006103,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,80,adaptive,500000.0,sgd +0.3971281051635742,0.0,0.0099689960479736,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(15, 60)",constant,500000.0,sgd +0.36177611351013184,0.0,0.0075767040252685,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(15, 75)",constant,500000.0,sgd +0.759981632232666,0.0,0.0153961181640625,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(60, 45)",adaptive,500000.0,sgd +0.8059170246124268,0.0,0.0094761848449707,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(60, 60)",adaptive,500000.0,sgd +10.403.099.060.058.500,0.0,0.0100791454315185,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(75, 75)",adaptive,500000.0,sgd +0.7801377773284912,0.0,0.0093278884887695,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(75, 90)",adaptive,500000.0,sgd +0.6741271018981934,0.0,0.0150790214538574,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(20, 20, 100)",adaptive,500000.0,sgd +21.979.079.246.520.900,0.0,0.0138678550720214,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(20, 100, 80)",constant,500000.0,sgd +13.592.829.704.284.600,0.0,0.0130448341369628,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(20, 100, 80)",adaptive,500000.0,sgd +0.6857767105102539,0.0,0.0104713439941406,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(40, 40, 20)",adaptive,500000.0,sgd +0.9570832252502441,0.0,0.0104110240936279,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(40, 40, 100)",adaptive,500000.0,sgd +0.8070480823516846,0.0,0.0088999271392822,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(40, 60, 20)",constant,500000.0,sgd +1.321.488.857.269.280,0.0,0.0097532272338867,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(40, 60, 60)",adaptive,500000.0,sgd +14.045.288.562.774.600,0.0,0.0095300674438476,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(40, 60, 100)",adaptive,500000.0,sgd +0.92740797996521,0.0,0.0098350048065185,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(40, 80, 80)",adaptive,500000.0,sgd +1.169.555.902.481.070,0.0,0.010782241821289,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(40, 100, 40)",adaptive,500000.0,sgd +0.858964204788208,0.0,0.0095219612121582,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(40, 100, 80)",constant,500000.0,sgd +0.7893328666687012,0.0,0.0126070976257324,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(60, 20, 60)",adaptive,500000.0,sgd +0.8274011611938477,0.0,0.0117738246917724,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(60, 40, 80)",constant,500000.0,sgd +0.8751609325408936,0.0,0.0094130039215087,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(60, 40, 100)",adaptive,500000.0,sgd +0.8934400081634521,0.0,0.0141839981079101,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(60, 60, 40)",adaptive,500000.0,sgd +1.106.905.221.939.080,0.0,0.0095727443695068,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(60, 100, 20)",adaptive,500000.0,sgd +10.461.537.837.982.100,0.0,0.0106511116027832,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(80, 40, 40)",adaptive,500000.0,sgd +0.532045841217041,0.0,0.0099072456359863,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(100, 40, 60)",constant,500000.0,sgd +11.469.168.663.024.900,0.0,0.0098450183868408,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(100, 60, 20)",adaptive,500000.0,sgd +12.940.289.974.212.600,0.0,0.0105600357055664,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(100, 60, 40)",constant,500000.0,sgd +1.448.058.843.612.670,0.0,0.0114581584930419,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(100, 80, 40)",adaptive,500000.0,sgd +12.002.487.182.617.100,0.0,0.0109162330627441,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(100, 80, 60)",constant,500000.0,sgd +15.316.359.996.795.600,0.0,0.0107557773590087,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,identity,"(100, 80, 100)",adaptive,500000.0,sgd +13.733.022.212.982.100,0.0,0.0069401264190673,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,logistic,15,constant,500000.0,sgd +0.7411417961120605,0.0,0.0084829330444335,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7317073170731707,0.7317073170731707,0.0,3862,0.7241379310344828,0.7241379310344828,0.0,4878,0.6976744186046512,0.6976744186046512,0.0,5651,0.7142857142857143,0.7142857142857143,0.0,5071,MLPClassifier,,,,,,,tanh,90,adaptive,500000.0,sgd +0.6537349224090576,0.0,0.0071380138397216,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7435897435897436,0.7435897435897436,0.0,3421,0.7241379310344828,0.7241379310344828,0.0,4878,0.6744186046511628,0.6744186046511628,0.0,5890,0.7073170731707318,0.7073170731707318,0.0,5177,MLPClassifier,,,,,,,relu,25,adaptive,500000.0,sgd +0.033989906311035156,0.0,0.0089139938354492,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.7126436781609196,0.7126436781609196,0.0,5062,0.8372093023255814,0.8372093023255814,0.0,3657,0.7422680412371134,0.7422680412371134,0.0,4793,MLPClassifier,,,,,,,tanh,25,invscaling,500000.0,sgd +0.21636199951171875,0.0,0.013150930404663,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.68,0.68,0.0,5538,0.7126436781609196,0.7126436781609196,0.0,5062,0.7906976744186046,0.7906976744186046,0.0,4827,0.7311827956989247,0.7311827956989247,0.0,4907,MLPClassifier,,,,,,,tanh,"(60, 40, 40)",invscaling,500000.0,sgd +0.4363279342651367,0.0,0.0089471340179443,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6875,0.6875,0.0,5512,0.7126436781609196,0.7126436781609196,0.0,5062,0.7674418604651163,0.7674418604651163,0.0,5116,0.7252747252747254,0.7252747252747254,0.0,4965,MLPClassifier,,,,,,,identity,5,constant,500000.0,sgd +25.067.930.221.557.600,0.0,0.0126328468322753,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6875,0.6875,0.0,5512,0.7126436781609196,0.7126436781609196,0.0,5062,0.7674418604651163,0.7674418604651163,0.0,5116,0.7252747252747254,0.7252747252747254,0.0,4965,MLPClassifier,,,,,,,tanh,"(60, 20, 80)",adaptive,500000.0,sgd +2.610.429.286.956.780,0.0,0.0171647071838378,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6875,0.6875,0.0,5512,0.7126436781609196,0.7126436781609196,0.0,5062,0.7674418604651163,0.7674418604651163,0.0,5116,0.7252747252747254,0.7252747252747254,0.0,4965,MLPClassifier,,,,,,,tanh,"(60, 60, 80)",adaptive,500000.0,sgd +2.283.858.060.836.790,0.0,0.0090389251708984,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6875,0.6875,0.0,5512,0.7126436781609196,0.7126436781609196,0.0,5062,0.7674418604651163,0.7674418604651163,0.0,5116,0.7252747252747254,0.7252747252747254,0.0,4965,MLPClassifier,,,,,,,tanh,"(60, 80, 60)",adaptive,500000.0,sgd +0.3872220516204834,0.0,0.0082926750183105,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,identity,20,invscaling,500000.0,adam +0.43167805671691895,0.0,0.0089600086212158,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,identity,35,constant,500000.0,adam +0.21984004974365234,0.0,0.0087707042694091,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,identity,45,constant,500000.0,sgd +0.4888730049133301,0.0,0.0106322765350341,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,identity,55,adaptive,500000.0,sgd +0.7365169525146484,0.0,0.0093429088592529,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,identity,"(20, 40, 60)",constant,500000.0,sgd +11.335.928.440.093.900,0.0,0.0127034187316894,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,identity,"(20, 60, 40)",adaptive,500000.0,sgd +0.5277180671691895,0.0,0.0089800357818603,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,identity,"(40, 100, 40)",invscaling,500000.0,sgd +12.081.899.642.944.300,0.0,0.009404182434082,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,identity,"(60, 60, 100)",constant,500000.0,sgd +1.181.434.154.510.490,0.0,0.0077438354492187,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,logistic,20,adaptive,500000.0,sgd +11.531.009.674.072.200,0.0,0.009880781173706,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,logistic,30,constant,500000.0,sgd +0.5236880779266357,0.0,0.0069608688354492,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,tanh,45,adaptive,500000.0,sgd +0.4749789237976074,0.0,0.007746934890747,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,tanh,55,constant,500000.0,sgd +0.8171367645263672,0.0,0.0119931697845458,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,tanh,"(30, 45)",adaptive,500000.0,sgd +0.9074440002441406,0.0,0.0083808898925781,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,tanh,"(45, 60)",adaptive,500000.0,sgd +0.8753008842468262,0.0,0.0100948810577392,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,tanh,"(60, 15)",constant,500000.0,sgd +17.446.680.068.969.700,0.0,0.0095720291137695,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,tanh,"(90, 90)",adaptive,500000.0,sgd +11.395.137.310.028.000,0.0,0.0119481086730957,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,tanh,"(20, 40, 80)",constant,500000.0,sgd +21.173.760.890.960.600,0.0,0.0092089176177978,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,tanh,"(40, 100, 20)",adaptive,500000.0,sgd +28.535.258.769.989.000,0.0,0.0120792388916015,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,tanh,"(40, 100, 80)",adaptive,500000.0,sgd +2.006.819.009.780.880,0.0,0.012477159500122,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,tanh,"(60, 40, 40)",constant,500000.0,sgd +14.268.479.347.229.000,0.0,0.0125398635864257,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,tanh,"(80, 20, 60)",adaptive,500000.0,sgd +2.444.361.925.125.120,0.0,0.0105259418487548,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,tanh,"(80, 100, 80)",adaptive,500000.0,sgd +33.635.919.094.085.600,0.0,0.0099749565124511,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,tanh,"(100, 40, 100)",constant,500000.0,sgd +1.232.314.109.802.240,0.0,0.0078341960906982,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6956521739130435,0.6956521739130435,0.0,5409,0.7126436781609196,0.7126436781609196,0.0,5062,0.7441860465116279,0.7441860465116279,0.0,5303,0.7191011235955057,0.7191011235955057,0.0,5041,MLPClassifier,,,,,,,relu,"(30, 45)",constant,500000.0,sgd +0.45344114303588867,0.0,0.0102839469909667,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,40,adaptive,500000.0,sgd +0.3976728916168213,0.0,0.0091631412506103,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(30, 30)",constant,500000.0,sgd +0.5504970550537109,0.0,0.0128438472747802,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(30, 75)",constant,500000.0,sgd +0.5332541465759277,0.0,0.0093190670013427,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(45, 60)",constant,500000.0,sgd +0.6615586280822754,0.0,0.0085570812225341,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(45, 75)",adaptive,500000.0,sgd +0.7214689254760742,0.0,0.0089101791381835,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(45, 90)",constant,500000.0,sgd +0.546743631362915,0.0,0.0087831020355224,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(60, 15)",adaptive,500000.0,sgd +0.6942100524902344,0.0,0.0115070343017578,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(90, 30)",constant,500000.0,sgd +0.6717369556427002,0.0,0.0117850303649902,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(90, 30)",adaptive,500000.0,sgd +0.5042617321014404,0.0,0.0119571685791015,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(90, 45)",constant,500000.0,sgd +0.8866481781005859,0.0,0.0095820426940917,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(20, 40, 100)",adaptive,500000.0,sgd +0.8061490058898926,0.0,0.0151007175445556,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(20, 60, 60)",adaptive,500000.0,sgd +12.502.970.695.495.600,0.0,0.0097148418426513,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(20, 100, 100)",adaptive,500000.0,sgd +0.9331979751586914,0.0,0.010876178741455,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(40, 100, 100)",adaptive,500000.0,sgd +10.925.917.625.427.200,0.0,0.0112099647521972,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(60, 80, 40)",constant,500000.0,sgd +13.191.590.309.143.000,0.0,0.0101349353790283,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(60, 80, 80)",constant,500000.0,sgd +0.7792267799377441,0.0,0.0102059841156005,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(80, 20, 20)",adaptive,500000.0,sgd +0.8613669872283936,0.0,0.0104677677154541,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(80, 40, 100)",constant,500000.0,sgd +1.108.964.204.788.200,0.0,0.0115656852722167,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(80, 80, 60)",constant,500000.0,sgd +13.128.399.848.937.900,0.0,0.017625093460083,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(80, 100, 40)",constant,500000.0,sgd +21.648.833.751.678.400,0.0,0.0099458694458007,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,identity,"(100, 100, 60)",adaptive,500000.0,sgd +0.6613178253173828,0.0,0.0100569725036621,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,logistic,10,adaptive,500000.0,adam +13.673.279.285.430.900,0.0,0.0071139335632324,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,logistic,25,constant,500000.0,sgd +14.030.482.769.012.400,0.0,0.0115177631378173,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,logistic,45,adaptive,500000.0,sgd +17.034.029.960.632.300,0.0,0.0145132541656494,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,logistic,70,constant,500000.0,sgd +0.649968147277832,0.0,0.0082318782806396,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,5,adaptive,500000.0,sgd +0.39171671867370605,0.0,0.0108110904693603,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,15,constant,500000.0,sgd +0.2767910957336426,0.0,0.0070631504058837,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,30,constant,500000.0,sgd +0.5515780448913574,0.0,0.0083410739898681,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,80,adaptive,500000.0,sgd +0.4627699851989746,0.0,0.0087890625,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,85,constant,500000.0,sgd +0.5963990688323975,0.0,0.0082499980926513,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,85,adaptive,500000.0,sgd +10.918.700.695.037.800,0.0,0.0085010528564453,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(15, 75)",constant,500000.0,sgd +11.863.231.658.935.500,0.0,0.0079720020294189,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(15, 90)",adaptive,500000.0,sgd +0.7437827587127686,0.0,0.0090951919555664,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(45, 15)",constant,500000.0,sgd +0.760181188583374,0.0,0.0092589855194091,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(45, 60)",constant,500000.0,sgd +11.974.618.434.906.000,0.0,0.008897066116333,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(45, 75)",constant,500000.0,sgd +11.711.127.758.026.100,0.0,0.0089709758758544,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(45, 90)",constant,500000.0,sgd +12.092.561.721.801.700,0.0,0.0099129676818847,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(45, 90)",adaptive,500000.0,sgd +0.8773701190948486,0.0,0.0088157653808593,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(60, 45)",constant,500000.0,sgd +1.483.558.177.947.990,0.0,0.0088129043579101,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(60, 60)",adaptive,500000.0,sgd +0.9435088634490967,0.0,0.0084583759307861,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(75, 15)",constant,500000.0,sgd +0.9735667705535889,0.0,0.0087161064147949,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(75, 30)",constant,500000.0,sgd +0.9155199527740479,0.0,0.0086681842803955,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(75, 30)",adaptive,500000.0,sgd +1.229.367.971.420.280,0.0,0.0126500129699707,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(75, 45)",constant,500000.0,sgd +13.719.961.643.218.900,0.0,0.0103018283843994,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(75, 45)",adaptive,500000.0,sgd +17.624.850.273.132.300,0.0,0.0099039077758789,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(75, 75)",adaptive,500000.0,sgd +13.426.010.608.673.000,0.0,0.0111191272735595,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(75, 90)",constant,500000.0,sgd +0.8804161548614502,0.0,0.0120527744293212,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(90, 15)",constant,500000.0,sgd +14.866.318.702.697.700,0.0,0.0103731155395507,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(90, 45)",adaptive,500000.0,sgd +13.023.838.996.887.200,0.0,0.0080299377441406,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(20, 40, 20)",adaptive,500000.0,sgd +15.736.041.069.030.700,0.0,0.0086758136749267,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(40, 40, 20)",constant,500000.0,sgd +2.398.387.908.935.540,0.0,0.0097420215606689,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(40, 80, 80)",constant,500000.0,sgd +3.826.550.006.866.450,0.0,0.0092930793762207,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(40, 100, 100)",constant,500000.0,sgd +255.800.199.508.667,0.0,0.012131929397583,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(60, 80, 60)",constant,500000.0,sgd +20.057.709.217.071.500,0.0,0.0099639892578125,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(60, 100, 60)",constant,500000.0,sgd +18.461.871.147.155.700,0.0,0.0092930793762207,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(80, 40, 40)",constant,500000.0,sgd +1.788.647.174.835.200,0.0,0.0083858966827392,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(80, 40, 100)",constant,500000.0,sgd +2.860.888.957.977.290,0.0,0.0096127986907958,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(80, 80, 60)",constant,500000.0,sgd +2.382.319.927.215.570,0.0,0.0101411342620849,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(80, 100, 20)",adaptive,500000.0,sgd +22.119.088.172.912.500,0.0,0.0098490715026855,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(80, 100, 80)",constant,500000.0,sgd +2.534.284.830.093.380,0.0,0.0117051601409912,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(100, 60, 100)",constant,500000.0,sgd +26.022.090.911.865.200,0.0,0.0104000568389892,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,tanh,"(100, 100, 80)",constant,500000.0,sgd +0.7532248497009277,0.0,0.0074851512908935,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,relu,55,adaptive,500000.0,sgd +0.8103549480438232,0.0,0.0077810287475585,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,relu,75,constant,500000.0,sgd +1.032.250.165.939.330,0.0,0.0091898441314697,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,relu,100,adaptive,500000.0,sgd +27.294.278.144.836.400,0.0,0.0086851119995117,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7045454545454546,0.7045454545454546,0.0,5210,0.7126436781609196,0.7126436781609196,0.0,5062,0.7209302325581395,0.7209302325581395,0.0,5439,0.7126436781609196,0.7126436781609196,0.0,5105,MLPClassifier,,,,,,,relu,"(20, 40, 100)",constant,500000.0,sgd +0.20024800300598145,0.0,0.0086481571197509,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,25,constant,500000.0,sgd +0.2331240177154541,0.0,0.0084059238433837,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,30,constant,500000.0,sgd +0.47250890731811523,0.0,0.0081861019134521,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,35,adaptive,500000.0,sgd +0.41230320930480957,0.0,0.0077557563781738,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,40,constant,500000.0,sgd +0.301846981048584,0.0,0.0092799663543701,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,70,constant,500000.0,sgd +0.4828002452850342,0.0,0.0082488059997558,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,95,adaptive,500000.0,sgd +0.3605618476867676,0.0,0.0111479759216308,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,100,constant,500000.0,sgd +0.4978630542755127,0.0,0.0078587532043457,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(30, 15)",constant,500000.0,sgd +0.8010952472686768,0.0,0.0088860988616943,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(30, 45)",adaptive,500000.0,sgd +0.4786510467529297,0.0,0.0096611976623535,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(30, 90)",constant,500000.0,sgd +0.3156411647796631,0.0,0.0105657577514648,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(45, 15)",constant,500000.0,sgd +0.6452889442443848,0.0,0.0105190277099609,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(45, 45)",constant,500000.0,sgd +0.6136751174926758,0.0,0.0118858814239501,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(45, 60)",adaptive,500000.0,sgd +0.583575963973999,0.0,0.0086679458618164,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 60)",constant,500000.0,sgd +0.8099620342254639,0.0,0.013547658920288,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 75)",constant,500000.0,sgd +10.228.452.682.495.100,0.0,0.0111668109893798,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 75)",adaptive,500000.0,sgd +0.744091272354126,0.0,0.009584903717041,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 90)",constant,500000.0,sgd +0.5765030384063721,0.0,0.0096247196197509,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(75, 30)",adaptive,500000.0,sgd +0.8557589054107666,0.0,0.0117170810699462,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(75, 45)",adaptive,500000.0,sgd +0.557945966720581,0.0,0.0107960700988769,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(75, 60)",constant,500000.0,sgd +0.9707210063934326,0.0,0.010444164276123,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(75, 90)",constant,500000.0,sgd +0.584763765335083,0.0,0.0109732151031494,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(90, 15)",adaptive,500000.0,sgd +0.73744797706604,0.0,0.0143170356750488,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(90, 75)",constant,500000.0,sgd +1.112.684.965.133.660,0.0,0.0171751976013183,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(90, 90)",adaptive,500000.0,sgd +0.5351841449737549,0.0,0.0140988826751708,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(20, 20, 20)",constant,500000.0,sgd +0.6568279266357422,0.0,0.0081269741058349,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(20, 20, 20)",adaptive,500000.0,sgd +0.8394722938537598,0.0,0.0083980560302734,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(20, 20, 40)",adaptive,500000.0,sgd +0.6050450801849365,0.0,0.0134918689727783,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(20, 40, 40)",adaptive,500000.0,sgd +0.49257802963256836,0.0,0.0091109275817871,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(20, 60, 20)",constant,500000.0,sgd +0.5515198707580566,0.0,0.0108177661895751,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(20, 60, 40)",constant,500000.0,sgd +0.5664331912994385,0.0,0.0111529827117919,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(20, 60, 60)",constant,500000.0,sgd +0.8691849708557129,0.0,0.0104718208312988,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(20, 100, 40)",adaptive,500000.0,sgd +15.228.791.236.877.400,0.0,0.0138759613037109,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(20, 100, 60)",adaptive,500000.0,sgd +0.7559359073638916,0.0,0.0096609592437744,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(40, 20, 20)",constant,500000.0,sgd +0.6125500202178955,0.0,0.0095698833465576,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(40, 20, 20)",adaptive,500000.0,sgd +0.8736288547515869,0.0,0.009537935256958,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(40, 20, 40)",adaptive,500000.0,sgd +0.47936201095581055,0.0,0.0145268440246582,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(40, 20, 100)",constant,500000.0,sgd +0.6952502727508545,0.0,0.0092127323150634,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(40, 40, 20)",constant,500000.0,sgd +0.60872483253479,0.0,0.013362169265747,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(40, 40, 40)",adaptive,500000.0,sgd +10.738.661.289.215.000,0.0,0.0090188980102539,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(40, 40, 100)",constant,500000.0,sgd +1.432.636.022.567.740,0.0,0.009429931640625,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(40, 60, 40)",adaptive,500000.0,sgd +0.8822281360626221,0.0,0.0095889568328857,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(40, 60, 60)",constant,500000.0,sgd +1.336.202.621.459.960,0.0,0.0095291137695312,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(40, 60, 80)",adaptive,500000.0,sgd +14.044.971.466.064.400,0.0,0.0097908973693847,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(40, 80, 100)",adaptive,500000.0,sgd +0.6899199485778809,0.0,0.0111701488494873,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(40, 100, 60)",constant,500000.0,sgd +11.648.471.355.438.200,0.0,0.0149970054626464,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(40, 100, 60)",adaptive,500000.0,sgd +0.7597298622131348,0.0,0.0079989433288574,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 40, 40)",constant,500000.0,sgd +0.9611051082611084,0.0,0.0112490653991699,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 40, 100)",constant,500000.0,sgd +10.503.020.286.560.000,0.0,0.0109539031982421,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 60, 20)",adaptive,500000.0,sgd +0.7825679779052734,0.0,0.0098919868469238,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 60, 60)",adaptive,500000.0,sgd +1.122.666.835.784.910,0.0,0.0133812427520751,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 60, 80)",constant,500000.0,sgd +14.268.202.781.677.200,0.0,0.0095059871673583,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 60, 100)",adaptive,500000.0,sgd +12.329.611.778.259.200,0.0,0.0126259326934814,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 80, 20)",adaptive,500000.0,sgd +0.9909460544586182,0.0,0.0072808265686035,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 80, 60)",constant,500000.0,sgd +1.143.205.165.863.030,0.0,0.0149009227752685,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 80, 60)",adaptive,500000.0,sgd +15.009.069.442.749.000,0.0,0.0099430084228515,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 80, 80)",adaptive,500000.0,sgd +15.281.007.289.886.400,0.0,0.0108201503753662,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 80, 100)",adaptive,500000.0,sgd +16.642.379.760.742.100,0.0,0.0094611644744873,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(60, 100, 100)",adaptive,500000.0,sgd +0.6982707977294922,0.0,0.0093851089477539,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(80, 40, 20)",adaptive,500000.0,sgd +0.9667961597442627,0.0,0.0101678371429443,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(80, 40, 80)",constant,500000.0,sgd +14.751.548.767.089.800,0.0,0.00986909866333,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(80, 40, 100)",adaptive,500000.0,sgd +10.471.680.164.337.100,0.0,0.0097310543060302,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(80, 60, 20)",constant,500000.0,sgd +10.882.890.224.456.700,0.0,0.0113048553466796,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(80, 60, 80)",constant,500000.0,sgd +13.898.777.961.730.900,0.0,0.0140390396118164,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(80, 60, 80)",adaptive,500000.0,sgd +13.448.262.214.660.600,0.0,0.011833906173706,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(80, 60, 100)",adaptive,500000.0,sgd +0.5801546573638916,0.0,0.0095691680908203,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(80, 80, 40)",constant,500000.0,sgd +16.594.178.676.605.200,0.0,0.0113508701324462,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(80, 100, 20)",adaptive,500000.0,sgd +13.928.430.080.413.800,0.0,0.0099987983703613,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(80, 100, 80)",constant,500000.0,sgd +16.122.827.529.907.200,0.0,0.0111901760101318,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(80, 100, 80)",adaptive,500000.0,sgd +21.864.430.904.388.400,0.0,0.0152139663696289,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(80, 100, 100)",adaptive,500000.0,sgd +0.8357751369476318,0.0,0.0096900463104248,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(100, 20, 20)",adaptive,500000.0,sgd +0.9451749324798584,0.0,0.0120859146118164,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(100, 20, 40)",adaptive,500000.0,sgd +0.6195530891418457,0.0,0.0111570358276367,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(100, 20, 80)",constant,500000.0,sgd +0.7108709812164307,0.0,0.0097339153289794,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(100, 20, 100)",constant,500000.0,sgd +0.746467113494873,0.0,0.0130090713500976,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(100, 40, 20)",constant,500000.0,sgd +12.946.059.703.826.900,0.0,0.0129859447479248,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(100, 40, 80)",adaptive,500000.0,sgd +14.045.231.342.315.600,0.0,0.0098328590393066,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(100, 40, 100)",adaptive,500000.0,sgd +12.479.758.262.634.200,0.0,0.0094220638275146,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(100, 60, 60)",constant,500000.0,sgd +0.8639259338378906,0.0,0.010671854019165,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(100, 60, 80)",constant,500000.0,sgd +17.654.168.605.804.400,0.0,0.0166041851043701,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(100, 60, 80)",adaptive,500000.0,sgd +15.595.729.351.043.700,0.0,0.0158379077911376,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(100, 80, 60)",adaptive,500000.0,sgd +13.997.483.253.479.000,0.0,0.0129787921905517,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(100, 80, 80)",adaptive,500000.0,sgd +11.405.680.179.595.900,0.0,0.0105259418487548,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(100, 100, 40)",constant,500000.0,sgd +1.749.725.103.378.290,0.0,0.008430004119873,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(100, 100, 80)",constant,500000.0,sgd +15.674.488.544.464.100,0.0,0.0082900524139404,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,identity,"(100, 100, 100)",constant,500000.0,sgd +0.520298957824707,0.0,0.0073328018188476,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,logistic,15,invscaling,500000.0,adam +0.5472428798675537,0.0,0.0074312686920166,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,logistic,15,adaptive,500000.0,adam +0.6335189342498779,0.0,0.0098500251770019,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,logistic,20,constant,500000.0,adam +0.593299150466919,0.0,0.0073339939117431,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,logistic,20,invscaling,500000.0,adam +0.5782101154327393,0.0,0.0095422267913818,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,logistic,20,adaptive,500000.0,adam +0.6398017406463623,0.0,0.0075809955596923,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,logistic,25,constant,500000.0,adam +0.6345539093017578,0.0,0.0100600719451904,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,logistic,25,invscaling,500000.0,adam +14.841.039.180.755.600,0.0,0.0108759403228759,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,logistic,50,adaptive,500000.0,sgd +0.6059069633483887,0.0,0.01347017288208,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,tanh,70,adaptive,500000.0,sgd +0.547691822052002,0.0,0.0079929828643798,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,tanh,75,constant,500000.0,sgd +0.6176891326904297,0.0,0.0084509849548339,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,tanh,100,constant,500000.0,sgd +0.9927690029144287,0.0,0.0168697834014892,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,tanh,100,adaptive,500000.0,sgd +14.545.671.939.849.800,0.0,0.0098879337310791,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,tanh,"(20, 20, 60)",constant,500000.0,sgd +0.7551970481872559,0.0,0.0078539848327636,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,tanh,"(20, 40, 40)",constant,500000.0,sgd +14.075.946.807.861.300,0.0,0.0081253051757812,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,tanh,"(20, 40, 60)",adaptive,500000.0,sgd +23.905.420.303.344.700,0.0,0.0095303058624267,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,tanh,"(80, 60, 100)",adaptive,500000.0,sgd +0.783933162689209,0.0,0.0089638233184814,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,relu,5,constant,500000.0,sgd +0.5067601203918457,0.0,0.0082368850708007,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,relu,20,constant,500000.0,sgd +0.7628509998321533,0.0,0.007185935974121,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,relu,45,adaptive,500000.0,sgd +0.09407496452331543,0.0,0.0101287364959716,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.7126436781609196,0.7126436781609196,0.0,5062,0.6976744186046512,0.6976744186046512,0.0,5651,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,relu,"(20, 40, 100)",invscaling,500000.0,sgd +0.8593168258666992,0.0,0.009286880493164,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.725,0.725,0.0,4674,0.7126436781609196,0.7126436781609196,0.0,5062,0.6744186046511628,0.6744186046511628,0.0,5890,0.6987951807228916,0.6987951807228916,0.0,5340,MLPClassifier,,,,,,,identity,"(20, 60, 20)",adaptive,500000.0,sgd +0.7426800727844238,0.0,0.0115730762481689,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.725,0.725,0.0,4674,0.7126436781609196,0.7126436781609196,0.0,5062,0.6744186046511628,0.6744186046511628,0.0,5890,0.6987951807228916,0.6987951807228916,0.0,5340,MLPClassifier,,,,,,,identity,"(20, 80, 60)",constant,500000.0,sgd +10.464.897.155.761.700,0.0,0.0130739212036132,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.725,0.725,0.0,4674,0.7126436781609196,0.7126436781609196,0.0,5062,0.6744186046511628,0.6744186046511628,0.0,5890,0.6987951807228916,0.6987951807228916,0.0,5340,MLPClassifier,,,,,,,identity,"(20, 100, 60)",constant,500000.0,sgd +13.939.158.916.473.300,0.0,0.0109579563140869,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.725,0.725,0.0,4674,0.7126436781609196,0.7126436781609196,0.0,5062,0.6744186046511628,0.6744186046511628,0.0,5890,0.6987951807228916,0.6987951807228916,0.0,5340,MLPClassifier,,,,,,,identity,"(40, 80, 100)",constant,500000.0,sgd +0.415726900100708,0.0,0.0062229633331298,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.725,0.725,0.0,4674,0.7126436781609196,0.7126436781609196,0.0,5062,0.6744186046511628,0.6744186046511628,0.0,5890,0.6987951807228916,0.6987951807228916,0.0,5340,MLPClassifier,,,,,,,tanh,60,constant,500000.0,sgd +0.7701151371002197,0.0,0.007314920425415,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.725,0.725,0.0,4674,0.7126436781609196,0.7126436781609196,0.0,5062,0.6744186046511628,0.6744186046511628,0.0,5890,0.6987951807228916,0.6987951807228916,0.0,5340,MLPClassifier,,,,,,,relu,50,adaptive,500000.0,sgd +0.7478630542755127,0.0,0.0072839260101318,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.725,0.725,0.0,4674,0.7126436781609196,0.7126436781609196,0.0,5062,0.6744186046511628,0.6744186046511628,0.0,5890,0.6987951807228916,0.6987951807228916,0.0,5340,MLPClassifier,,,,,,,relu,55,constant,500000.0,sgd +0.582089900970459,0.0,0.0101320743560791,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.8214285714285714,0.8214285714285714,0.0,482,0.7126436781609196,0.7126436781609196,0.0,5062,0.5348837209302325,0.5348837209302325,0.0,6048,0.647887323943662,0.647887323943662,0.0,5847,MLPClassifier,,,,,,,tanh,"(100, 100, 60)",invscaling,500000.0,sgd +0.42600011825561523,0.0,0.0090439319610595,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.660377358490566,0.660377358490566,0.0,5589,0.7011494252873564,0.7011494252873564,0.0,5271,0.813953488372093,0.813953488372093,0.0,3937,0.7291666666666667,0.7291666666666667,0.0,4918,MLPClassifier,,,,,,,identity,"(15, 90)",invscaling,500000.0,sgd +13.520.362.377.166.700,0.0,0.0106027126312255,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.673469387755102,0.673469387755102,0.0,5566,0.7011494252873564,0.7011494252873564,0.0,5271,0.7674418604651163,0.7674418604651163,0.0,5116,0.7173913043478259,0.7173913043478259,0.0,5068,MLPClassifier,,,,,,,tanh,"(15, 15)",constant,500000.0,sgd +0.6416401863098145,0.0,0.0083200931549072,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.673469387755102,0.673469387755102,0.0,5566,0.7011494252873564,0.7011494252873564,0.0,5271,0.7674418604651163,0.7674418604651163,0.0,5116,0.7173913043478259,0.7173913043478259,0.0,5068,MLPClassifier,,,,,,,tanh,"(20, 20, 40)",constant,500000.0,sgd +0.15267300605773926,0.0,0.0106749534606933,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6808510638297872,0.6808510638297872,0.0,5535,0.7011494252873564,0.7011494252873564,0.0,5271,0.7441860465116279,0.7441860465116279,0.0,5303,0.711111111111111,0.711111111111111,0.0,5171,MLPClassifier,,,,,,,identity,"(100, 40, 40)",invscaling,500000.0,sgd +12.614.610.195.159.900,0.0,0.0087819099426269,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6808510638297872,0.6808510638297872,0.0,5535,0.7011494252873564,0.7011494252873564,0.0,5271,0.7441860465116279,0.7441860465116279,0.0,5303,0.711111111111111,0.711111111111111,0.0,5171,MLPClassifier,,,,,,,tanh,"(40, 20, 100)",constant,500000.0,sgd +0.9506349563598633,0.0,0.0075089931488037,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6808510638297872,0.6808510638297872,0.0,5535,0.7011494252873564,0.7011494252873564,0.0,5271,0.7441860465116279,0.7441860465116279,0.0,5303,0.711111111111111,0.711111111111111,0.0,5171,MLPClassifier,,,,,,,relu,60,adaptive,500000.0,sgd +0.313157320022583,0.0,0.0091698169708251,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,identity,55,constant,500000.0,sgd +0.5280869007110596,0.0,0.011725902557373,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,identity,"(20, 40, 40)",constant,500000.0,sgd +0.6883602142333984,0.0,0.0088348388671875,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,identity,"(40, 20, 60)",adaptive,500000.0,sgd +0.9010841846466064,0.0,0.0094969272613525,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,identity,"(40, 80, 60)",constant,500000.0,sgd +0.7382903099060059,0.0,0.0093748569488525,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,identity,"(60, 40, 20)",constant,500000.0,sgd +0.6414027214050293,0.0,0.0096640586853027,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,identity,"(100, 20, 20)",constant,500000.0,sgd +0.8690390586853027,0.0,0.0184569358825683,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,identity,"(100, 60, 20)",constant,500000.0,sgd +0.8119890689849854,0.0,0.0074796676635742,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,logistic,5,invscaling,500000.0,adam +0.7915618419647217,0.0,0.0080621242523193,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,logistic,5,adaptive,500000.0,adam +0.7435071468353271,0.0,0.0075609683990478,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,logistic,10,constant,500000.0,adam +0.6642107963562012,0.0,0.0091049671173095,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,logistic,10,invscaling,500000.0,adam +0.4562990665435791,0.0,0.0070819854736328,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,25,adaptive,500000.0,sgd +0.4457390308380127,0.0,0.0072267055511474,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,35,constant,500000.0,sgd +0.4983408451080322,0.0,0.0076479911804199,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,55,adaptive,500000.0,sgd +0.6194849014282227,0.0,0.0079631805419921,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,65,adaptive,500000.0,sgd +0.43584585189819336,0.0,0.0085299015045166,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,95,constant,500000.0,sgd +0.7220978736877441,0.0,0.0075800418853759,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(15, 45)",adaptive,500000.0,sgd +0.566910982131958,0.0,0.0085351467132568,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(30, 15)",constant,500000.0,sgd +1.081.935.167.312.620,0.0,0.0093958377838134,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(30, 60)",constant,500000.0,sgd +10.758.099.555.969.200,0.0,0.0087409019470214,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(30, 75)",adaptive,500000.0,sgd +1.099.975.824.356.070,0.0,0.0105490684509277,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(30, 90)",adaptive,500000.0,sgd +0.98927903175354,0.0,0.0081226825714111,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(45, 15)",adaptive,500000.0,sgd +0.8241739273071289,0.0,0.0080540180206298,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(45, 30)",constant,500000.0,sgd +0.7478389739990234,0.0,0.0083649158477783,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(45, 45)",constant,500000.0,sgd +10.261.330.604.553.200,0.0,0.0081582069396972,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(60, 15)",adaptive,500000.0,sgd +0.9138658046722412,0.0,0.0086531639099121,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(60, 30)",constant,500000.0,sgd +1.282.681.941.986.080,0.0,0.0088510513305664,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(60, 45)",adaptive,500000.0,sgd +10.484.108.924.865.700,0.0,0.0099620819091796,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(60, 60)",constant,500000.0,sgd +11.368.720.531.463.600,0.0,0.0110409259796142,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(75, 15)",adaptive,500000.0,sgd +15.019.350.051.879.800,0.0,0.0089740753173828,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(75, 75)",constant,500000.0,sgd +1.679.572.343.826.290,0.0,0.0093958377838134,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(90, 60)",adaptive,500000.0,sgd +12.816.119.194.030.700,0.0,0.0092329978942871,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(90, 75)",constant,500000.0,sgd +1.339.897.871.017.450,0.0,0.0124402046203613,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(20, 60, 40)",constant,500000.0,sgd +18.230.862.617.492.600,0.0,0.0109980106353759,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(40, 40, 100)",adaptive,500000.0,sgd +1.638.861.894.607.540,0.0,0.0088849067687988,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(40, 100, 60)",constant,500000.0,sgd +13.332.207.202.911.300,0.0,0.0129680633544921,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(60, 20, 80)",constant,500000.0,sgd +2.712.074.041.366.570,0.0,0.014164924621582,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(60, 40, 100)",adaptive,500000.0,sgd +2.992.295.026.779.170,0.0,0.0110201835632324,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(60, 100, 80)",adaptive,500000.0,sgd +13.618.688.583.374.000,0.0,0.0150249004364013,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(80, 40, 20)",adaptive,500000.0,sgd +2.145.965.099.334.710,0.0,0.0093669891357421,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(80, 60, 60)",constant,500000.0,sgd +17.329.421.043.395.900,0.0,0.0128378868103027,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(100, 20, 100)",constant,500000.0,sgd +28.540.868.759.155.200,0.0,0.0187771320343017,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(100, 40, 60)",adaptive,500000.0,sgd +29.674.477.577.209.400,0.0,0.0095632076263427,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(100, 60, 60)",adaptive,500000.0,sgd +2.853.843.927.383.420,0.0,0.0092601776123046,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,tanh,"(100, 60, 100)",adaptive,500000.0,sgd +0.7534279823303223,0.0,0.0132980346679687,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,relu,10,adaptive,500000.0,sgd +0.6913561820983887,0.0,0.0067498683929443,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,relu,45,constant,500000.0,sgd +1.123.621.940.612.790,0.0,0.0094001293182373,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6888888888888889,0.6888888888888889,0.0,5464,0.7011494252873564,0.7011494252873564,0.0,5271,0.7209302325581395,0.7209302325581395,0.0,5439,0.7045454545454545,0.7045454545454545,0.0,5285,MLPClassifier,,,,,,,relu,90,adaptive,500000.0,sgd +0.5040886402130127,0.0,0.0099461078643798,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,5,adaptive,500000.0,sgd +0.3803260326385498,0.0,0.0079679489135742,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,10,invscaling,500000.0,adam +0.3508291244506836,0.0,0.0086760520935058,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,20,adaptive,500000.0,sgd +0.3201258182525635,0.0,0.0114071369171142,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,50,adaptive,500000.0,sgd +0.4225730895996094,0.0,0.0111501216888427,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,65,constant,500000.0,sgd +0.45926880836486816,0.0,0.0116028785705566,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,70,adaptive,500000.0,sgd +0.5765070915222168,0.0,0.0090179443359375,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,90,adaptive,500000.0,sgd +0.4453601837158203,0.0,0.0103957653045654,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,95,constant,500000.0,sgd +0.41165804862976074,0.0,0.0111429691314697,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,100,adaptive,500000.0,sgd +0.2995591163635254,0.0,0.0150198936462402,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(15, 15)",constant,500000.0,sgd +0.37018489837646484,0.0,0.0084617137908935,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(15, 15)",adaptive,500000.0,sgd +0.46051883697509766,0.0,0.0089001655578613,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(15, 30)",adaptive,500000.0,sgd +0.5777032375335693,0.0,0.0104048252105712,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(15, 90)",constant,500000.0,sgd +0.8490700721740723,0.0,0.011444091796875,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(15, 90)",adaptive,500000.0,sgd +0.8183841705322266,0.0,0.0086808204650878,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(30, 75)",adaptive,500000.0,sgd +0.5150249004364014,0.0,0.0126388072967529,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(45, 15)",adaptive,500000.0,sgd +0.8276441097259521,0.0,0.0111298561096191,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(45, 90)",adaptive,500000.0,sgd +0.35148191452026367,0.0,0.0101370811462402,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(60, 45)",constant,500000.0,sgd +0.5462489128112793,0.0,0.014930248260498,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(75, 45)",constant,500000.0,sgd +0.9013011455535889,0.0,0.005936861038208,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(75, 60)",adaptive,500000.0,sgd +0.8807179927825928,0.0,0.0074160099029541,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(90, 45)",adaptive,500000.0,sgd +0.8616788387298584,0.0,0.0117490291595458,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(90, 60)",constant,500000.0,sgd +0.8475658893585205,0.0,0.0109851360321044,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(90, 75)",adaptive,500000.0,sgd +0.908038854598999,0.0,0.0122721195220947,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(90, 90)",constant,500000.0,sgd +0.6562838554382324,0.0,0.0046870708465576,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(20, 20, 60)",adaptive,500000.0,sgd +0.34267115592956543,0.0,0.0128767490386962,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(20, 20, 80)",constant,500000.0,sgd +0.841886043548584,0.0,0.0093307495117187,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(20, 20, 80)",adaptive,500000.0,sgd +0.7601578235626221,0.0,0.0104341506958007,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(20, 40, 80)",constant,500000.0,sgd +0.9483671188354492,0.0,0.0094919204711914,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(20, 60, 100)",adaptive,500000.0,sgd +0.9446010589599609,0.0,0.0110640525817871,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(20, 80, 40)",adaptive,500000.0,sgd +0.4579331874847412,0.0,0.0093388557434082,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(40, 20, 40)",constant,500000.0,sgd +0.6064350605010986,0.0,0.0097918510437011,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(40, 20, 80)",constant,500000.0,sgd +0.8211991786956787,0.0,0.0123457908630371,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(40, 40, 40)",constant,500000.0,sgd +11.375.501.155.853.200,0.0,0.0120050907135009,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(40, 80, 60)",adaptive,500000.0,sgd +0.7441329956054688,0.0,0.0101380348205566,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(40, 80, 80)",constant,500000.0,sgd +0.8639059066772461,0.0,0.0090179443359375,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(60, 20, 100)",constant,500000.0,sgd +0.6155388355255127,0.0,0.0100841522216796,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(80, 20, 40)",constant,500000.0,sgd +0.7675199508666992,0.0,0.0160651206970214,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(80, 20, 60)",adaptive,500000.0,sgd +0.940687894821167,0.0,0.0090701580047607,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(80, 20, 80)",constant,500000.0,sgd +1.099.532.127.380.370,0.0,0.0121049880981445,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(80, 60, 40)",adaptive,500000.0,sgd +0.7712922096252441,0.0,0.0116410255432128,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(80, 100, 20)",constant,500000.0,sgd +12.381.870.746.612.500,0.0,0.0121159553527832,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(100, 20, 80)",adaptive,500000.0,sgd +1.000.931.978.225.700,0.0,0.0093171596527099,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(100, 20, 100)",adaptive,500000.0,sgd +0.8294079303741455,0.0,0.0098249912261962,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(100, 40, 80)",constant,500000.0,sgd +1.458.406.925.201.410,0.0,0.018805980682373,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(100, 60, 60)",adaptive,500000.0,sgd +15.484.111.309.051.500,0.0,0.0099809169769287,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(100, 60, 100)",adaptive,500000.0,sgd +13.754.949.569.702.100,0.0,0.0167961120605468,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,identity,"(100, 80, 80)",constant,500000.0,sgd +0.8719742298126221,0.0,0.0085828304290771,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,logistic,5,constant,500000.0,adam +0.6030440330505371,0.0,0.0072331428527832,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,logistic,15,constant,500000.0,adam +20.784.800.052.642.800,0.0,0.0084209442138671,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,logistic,90,adaptive,500000.0,sgd +0.4805111885070801,0.0,0.0071437358856201,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,40,constant,500000.0,sgd +0.33937788009643555,0.0,0.007770299911499,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,50,constant,500000.0,sgd +0.428394079208374,0.0,0.0080468654632568,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,65,constant,500000.0,sgd +0.637152910232544,0.0,0.0078508853912353,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,75,adaptive,500000.0,sgd +0.5877537727355957,0.0,0.0143840312957763,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,80,constant,500000.0,sgd +0.6745688915252686,0.0,0.0081872940063476,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,95,adaptive,500000.0,sgd +0.8016619682312012,0.0,0.0081961154937744,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,"(15, 30)",constant,500000.0,sgd +0.9139649868011475,0.0,0.0078537464141845,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,"(15, 60)",adaptive,500000.0,sgd +0.6974210739135742,0.0,0.0097761154174804,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,"(30, 90)",constant,500000.0,sgd +1.076.794.147.491.450,0.0,0.0107278823852539,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,"(45, 75)",adaptive,500000.0,sgd +13.364.732.265.472.400,0.0,0.0087838172912597,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,"(60, 75)",adaptive,500000.0,sgd +13.968.639.373.779.200,0.0,0.0135869979858398,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,"(75, 60)",constant,500000.0,sgd +14.839.982.986.450.100,0.0,0.0089778900146484,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,"(75, 60)",adaptive,500000.0,sgd +151.705.002.784.729,0.0,0.0092267990112304,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,"(75, 90)",adaptive,500000.0,sgd +1.311.405.897.140.500,0.0,0.0079829692840576,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,"(90, 15)",adaptive,500000.0,sgd +1.244.075.059.890.740,0.0,0.0094809532165527,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,"(90, 90)",constant,500000.0,sgd +0.9621949195861816,0.0,0.0085470676422119,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,"(40, 20, 60)",constant,500000.0,sgd +12.378.010.749.816.800,0.0,0.0084679126739501,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,"(40, 20, 60)",adaptive,500000.0,sgd +2.351.719.856.262.200,0.0,0.0100390911102294,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,tanh,"(80, 80, 100)",constant,500000.0,sgd +0.5018789768218994,0.0,0.0074150562286376,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,relu,15,adaptive,500000.0,sgd +0.48606324195861816,0.0,0.0083327293395996,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,relu,20,adaptive,500000.0,sgd +0.8486309051513672,0.0,0.0070569515228271,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,relu,30,adaptive,500000.0,sgd +0.7916522026062012,0.0,0.0075337886810302,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,relu,60,constant,500000.0,sgd +0.9254937171936035,0.0,0.0089261531829833,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,relu,65,adaptive,500000.0,sgd +0.7897789478302002,0.0,0.0077729225158691,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,relu,80,constant,500000.0,sgd +0.9009401798248291,0.0,0.0079348087310791,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6976744186046512,0.6976744186046512,0.0,5330,0.7011494252873564,0.7011494252873564,0.0,5271,0.6976744186046512,0.6976744186046512,0.0,5651,0.6976744186046512,0.6976744186046512,0.0,5348,MLPClassifier,,,,,,,relu,95,constant,500000.0,sgd +0.24932289123535156,0.0,0.0082979202270507,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,identity,15,constant,500000.0,sgd +0.3984408378601074,0.0,0.0119411945343017,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,identity,15,adaptive,500000.0,sgd +0.3049139976501465,0.0,0.008573293685913,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,identity,75,constant,500000.0,sgd +0.3972947597503662,0.0,0.0133140087127685,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,identity,90,constant,500000.0,sgd +0.5883500576019287,0.0,0.0082848072052001,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,identity,"(15, 60)",adaptive,500000.0,sgd +0.40198802947998047,0.0,0.0096766948699951,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,identity,"(30, 60)",constant,500000.0,sgd +0.70843505859375,0.0,0.0115160942077636,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,identity,"(45, 30)",adaptive,500000.0,sgd +0.5918178558349609,0.0,0.0171542167663574,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,identity,"(45, 75)",constant,500000.0,sgd +11.635.661.125.183.100,0.0,0.0098638534545898,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,identity,"(20, 80, 80)",constant,500000.0,sgd +0.6801290512084961,0.0,0.0111119747161865,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,identity,"(40, 20, 80)",adaptive,500000.0,sgd +0.8467128276824951,0.0,0.0126161575317382,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,identity,"(40, 20, 100)",adaptive,500000.0,sgd +0.5549650192260742,0.0,0.0103790760040283,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,identity,"(60, 20, 40)",constant,500000.0,sgd +0.7595911026000977,0.0,0.0095758438110351,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,identity,"(60, 40, 60)",constant,500000.0,sgd +0.8310647010803223,0.0,0.0162081718444824,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,identity,"(80, 60, 60)",constant,500000.0,sgd +18.221.168.518.066.400,0.0,0.0152449607849121,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,logistic,75,constant,500000.0,sgd +19.964.299.201.965.300,0.0,0.0079050064086914,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,logistic,85,adaptive,500000.0,sgd +0.6976640224456787,0.0,0.0075619220733642,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,relu,40,adaptive,500000.0,sgd +0.9752810001373291,0.0,0.0079810619354248,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7073170731707317,0.7073170731707317,0.0,5183,0.7011494252873564,0.7011494252873564,0.0,5271,0.6744186046511628,0.6744186046511628,0.0,5890,0.6904761904761904,0.6904761904761904,0.0,5439,MLPClassifier,,,,,,,relu,95,adaptive,500000.0,sgd +0.6746203899383545,0.0,0.0088717937469482,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.717948717948718,0.717948717948718,0.0,4860,0.7011494252873564,0.7011494252873564,0.0,5271,0.6511627906976745,0.6511627906976745,0.0,5953,0.6829268292682927,0.6829268292682927,0.0,5479,MLPClassifier,,,,,,,identity,"(100, 20, 60)",constant,500000.0,sgd +0.7339229583740234,0.0,0.0108420848846435,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7297297297297297,0.7297297297297297,0.0,4000,0.7011494252873564,0.7011494252873564,0.0,5271,0.627906976744186,0.627906976744186,0.0,5984,0.675,0.675,0.0,5502,MLPClassifier,,,,,,,relu,5,adaptive,500000.0,sgd +0.18319487571716309,0.0,0.0088469982147216,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7575757575757576,0.7575757575757576,0.0,2879,0.7011494252873564,0.7011494252873564,0.0,5271,0.5813953488372093,0.5813953488372093,0.0,6016,0.6578947368421053,0.6578947368421053,0.0,5819,MLPClassifier,,,,,,,tanh,"(100, 40, 40)",invscaling,500000.0,sgd +201.045.560.836.792,0.0,0.0087113380432128,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6428571428571429,0.6428571428571429,0.0,5603,0.6896551724137931,0.6896551724137931,0.0,5421,0.8372093023255814,0.8372093023255814,0.0,3657,0.7272727272727273,0.7272727272727273,0.0,4919,MLPClassifier,,,,,,,identity,"(20, 100, 60)",invscaling,500000.0,sgd +10.665.628.910.064.600,0.0,0.0080480575561523,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.6896551724137931,0.6896551724137931,0.0,5421,0.7441860465116279,0.7441860465116279,0.0,5303,0.7032967032967034,0.7032967032967034,0.0,5333,MLPClassifier,,,,,,,tanh,"(15, 75)",adaptive,500000.0,sgd +0.3435540199279785,0.0,0.0097651481628417,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.6896551724137931,0.6896551724137931,0.0,5421,0.7441860465116279,0.7441860465116279,0.0,5303,0.7032967032967034,0.7032967032967034,0.0,5333,MLPClassifier,,,,,,,tanh,"(80, 100, 100)",invscaling,500000.0,sgd +14.480.290.412.902.800,0.0,0.0127661228179931,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6739130434782609,0.6739130434782609,0.0,5557,0.6896551724137931,0.6896551724137931,0.0,5421,0.7209302325581395,0.7209302325581395,0.0,5439,0.6966292134831461,0.6966292134831461,0.0,5424,MLPClassifier,,,,,,,identity,"(20, 80, 100)",adaptive,500000.0,sgd +1.050.827.980.041.500,0.0,0.0080840587615966,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6739130434782609,0.6739130434782609,0.0,5557,0.6896551724137931,0.6896551724137931,0.0,5421,0.7209302325581395,0.7209302325581395,0.0,5439,0.6966292134831461,0.6966292134831461,0.0,5424,MLPClassifier,,,,,,,tanh,"(15, 90)",constant,500000.0,sgd +0.9625470638275146,0.0,0.0080611705780029,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6739130434782609,0.6739130434782609,0.0,5557,0.6896551724137931,0.6896551724137931,0.0,5421,0.7209302325581395,0.7209302325581395,0.0,5439,0.6966292134831461,0.6966292134831461,0.0,5424,MLPClassifier,,,,,,,tanh,"(45, 45)",adaptive,500000.0,sgd +11.508.159.637.451.100,0.0,0.0081279277801513,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6739130434782609,0.6739130434782609,0.0,5557,0.6896551724137931,0.6896551724137931,0.0,5421,0.7209302325581395,0.7209302325581395,0.0,5439,0.6966292134831461,0.6966292134831461,0.0,5424,MLPClassifier,,,,,,,tanh,"(90, 45)",constant,500000.0,sgd +16.774.139.404.296.800,0.0,0.0084972381591796,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6739130434782609,0.6739130434782609,0.0,5557,0.6896551724137931,0.6896551724137931,0.0,5421,0.7209302325581395,0.7209302325581395,0.0,5439,0.6966292134831461,0.6966292134831461,0.0,5424,MLPClassifier,,,,,,,tanh,"(20, 100, 40)",adaptive,500000.0,sgd +28.776.650.428.771.900,0.0,0.0147008895874023,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6739130434782609,0.6739130434782609,0.0,5557,0.6896551724137931,0.6896551724137931,0.0,5421,0.7209302325581395,0.7209302325581395,0.0,5439,0.6966292134831461,0.6966292134831461,0.0,5424,MLPClassifier,,,,,,,tanh,"(60, 80, 100)",adaptive,500000.0,sgd +15.146.839.618.682.800,0.0,0.0142719745635986,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6739130434782609,0.6739130434782609,0.0,5557,0.6896551724137931,0.6896551724137931,0.0,5421,0.7209302325581395,0.7209302325581395,0.0,5439,0.6966292134831461,0.6966292134831461,0.0,5424,MLPClassifier,,,,,,,tanh,"(80, 20, 20)",adaptive,500000.0,sgd +0.6971762180328369,0.0,0.0079638957977294,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6739130434782609,0.6739130434782609,0.0,5557,0.6896551724137931,0.6896551724137931,0.0,5421,0.7209302325581395,0.7209302325581395,0.0,5439,0.6966292134831461,0.6966292134831461,0.0,5424,MLPClassifier,,,,,,,relu,40,constant,500000.0,sgd +0.0851287841796875,0.0,0.012402057647705,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6739130434782609,0.6739130434782609,0.0,5557,0.6896551724137931,0.6896551724137931,0.0,5421,0.7209302325581395,0.7209302325581395,0.0,5439,0.6966292134831461,0.6966292134831461,0.0,5424,MLPClassifier,,,,,,,relu,"(20, 40, 60)",invscaling,500000.0,sgd +0.39057397842407227,0.0,0.0091018676757812,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6818181818181818,0.6818181818181818,0.0,5525,0.6896551724137931,0.6896551724137931,0.0,5421,0.6976744186046512,0.6976744186046512,0.0,5651,0.6896551724137931,0.6896551724137931,0.0,5457,MLPClassifier,,,,,,,identity,85,constant,500000.0,sgd +0.5334570407867432,0.0,0.00978684425354,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6818181818181818,0.6818181818181818,0.0,5525,0.6896551724137931,0.6896551724137931,0.0,5421,0.6976744186046512,0.6976744186046512,0.0,5651,0.6896551724137931,0.6896551724137931,0.0,5457,MLPClassifier,,,,,,,identity,"(30, 60)",adaptive,500000.0,sgd +0.4667346477508545,0.0,0.0093960762023925,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6818181818181818,0.6818181818181818,0.0,5525,0.6896551724137931,0.6896551724137931,0.0,5421,0.6976744186046512,0.6976744186046512,0.0,5651,0.6896551724137931,0.6896551724137931,0.0,5457,MLPClassifier,,,,,,,identity,"(60, 15)",constant,500000.0,sgd +0.7361180782318115,0.0,0.0094087123870849,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6818181818181818,0.6818181818181818,0.0,5525,0.6896551724137931,0.6896551724137931,0.0,5421,0.6976744186046512,0.6976744186046512,0.0,5651,0.6896551724137931,0.6896551724137931,0.0,5457,MLPClassifier,,,,,,,identity,"(60, 30)",adaptive,500000.0,sgd +11.991.169.452.667.200,0.0,0.0095331668853759,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6818181818181818,0.6818181818181818,0.0,5525,0.6896551724137931,0.6896551724137931,0.0,5421,0.6976744186046512,0.6976744186046512,0.0,5651,0.6896551724137931,0.6896551724137931,0.0,5457,MLPClassifier,,,,,,,logistic,10,adaptive,500000.0,sgd +15.079.751.014.709.400,0.0,0.0091867446899414,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6818181818181818,0.6818181818181818,0.0,5525,0.6896551724137931,0.6896551724137931,0.0,5421,0.6976744186046512,0.6976744186046512,0.0,5651,0.6896551724137931,0.6896551724137931,0.0,5457,MLPClassifier,,,,,,,logistic,55,adaptive,500000.0,sgd +0.4503488540649414,0.0,0.007112979888916,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6818181818181818,0.6818181818181818,0.0,5525,0.6896551724137931,0.6896551724137931,0.0,5421,0.6976744186046512,0.6976744186046512,0.0,5651,0.6896551724137931,0.6896551724137931,0.0,5457,MLPClassifier,,,,,,,tanh,35,adaptive,500000.0,sgd +0.4231569766998291,0.0,0.0077240467071533,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6818181818181818,0.6818181818181818,0.0,5525,0.6896551724137931,0.6896551724137931,0.0,5421,0.6976744186046512,0.6976744186046512,0.0,5651,0.6896551724137931,0.6896551724137931,0.0,5457,MLPClassifier,,,,,,,tanh,60,adaptive,500000.0,sgd +0.5730559825897217,0.0,0.0080959796905517,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6818181818181818,0.6818181818181818,0.0,5525,0.6896551724137931,0.6896551724137931,0.0,5421,0.6976744186046512,0.6976744186046512,0.0,5651,0.6896551724137931,0.6896551724137931,0.0,5457,MLPClassifier,,,,,,,tanh,90,constant,500000.0,sgd +19.619.081.020.355.200,0.0,0.0098111629486083,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6818181818181818,0.6818181818181818,0.0,5525,0.6896551724137931,0.6896551724137931,0.0,5421,0.6976744186046512,0.6976744186046512,0.0,5651,0.6896551724137931,0.6896551724137931,0.0,5457,MLPClassifier,,,,,,,tanh,"(80, 20, 100)",adaptive,500000.0,sgd +0.3404572010040283,0.0,0.0107710361480712,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6904761904761905,0.6904761904761905,0.0,5448,0.6896551724137931,0.6896551724137931,0.0,5421,0.6744186046511628,0.6744186046511628,0.0,5890,0.6823529411764705,0.6823529411764705,0.0,5481,MLPClassifier,,,,,,,identity,10,adaptive,500000.0,sgd +0.387387752532959,0.0,0.0095090866088867,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6904761904761905,0.6904761904761905,0.0,5448,0.6896551724137931,0.6896551724137931,0.0,5421,0.6744186046511628,0.6744186046511628,0.0,5890,0.6823529411764705,0.6823529411764705,0.0,5481,MLPClassifier,,,,,,,identity,35,constant,500000.0,sgd +0.4713258743286133,0.0,0.0097169876098632,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6904761904761905,0.6904761904761905,0.0,5448,0.6896551724137931,0.6896551724137931,0.0,5421,0.6744186046511628,0.6744186046511628,0.0,5890,0.6823529411764705,0.6823529411764705,0.0,5481,MLPClassifier,,,,,,,identity,45,adaptive,500000.0,sgd +0.37023496627807617,0.0,0.0079591274261474,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6904761904761905,0.6904761904761905,0.0,5448,0.6896551724137931,0.6896551724137931,0.0,5421,0.6744186046511628,0.6744186046511628,0.0,5890,0.6823529411764705,0.6823529411764705,0.0,5481,MLPClassifier,,,,,,,identity,50,constant,500000.0,sgd +0.5348751544952393,0.0,0.0142970085144042,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6904761904761905,0.6904761904761905,0.0,5448,0.6896551724137931,0.6896551724137931,0.0,5421,0.6744186046511628,0.6744186046511628,0.0,5890,0.6823529411764705,0.6823529411764705,0.0,5481,MLPClassifier,,,,,,,identity,60,adaptive,500000.0,sgd +0.447314977645874,0.0,0.0123610496520996,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6904761904761905,0.6904761904761905,0.0,5448,0.6896551724137931,0.6896551724137931,0.0,5421,0.6744186046511628,0.6744186046511628,0.0,5890,0.6823529411764705,0.6823529411764705,0.0,5481,MLPClassifier,,,,,,,identity,65,adaptive,500000.0,sgd +0.5116209983825684,0.0,0.0080678462982177,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6904761904761905,0.6904761904761905,0.0,5448,0.6896551724137931,0.6896551724137931,0.0,5421,0.6744186046511628,0.6744186046511628,0.0,5890,0.6823529411764705,0.6823529411764705,0.0,5481,MLPClassifier,,,,,,,identity,75,adaptive,500000.0,sgd +0.6492738723754883,0.0,0.0096139907836914,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6904761904761905,0.6904761904761905,0.0,5448,0.6896551724137931,0.6896551724137931,0.0,5421,0.6744186046511628,0.6744186046511628,0.0,5890,0.6823529411764705,0.6823529411764705,0.0,5481,MLPClassifier,,,,,,,identity,"(30, 15)",adaptive,500000.0,sgd +0.9671130180358887,0.0,0.0114040374755859,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6904761904761905,0.6904761904761905,0.0,5448,0.6896551724137931,0.6896551724137931,0.0,5421,0.6744186046511628,0.6744186046511628,0.0,5890,0.6823529411764705,0.6823529411764705,0.0,5481,MLPClassifier,,,,,,,identity,"(60, 20, 40)",adaptive,500000.0,sgd +13.513.298.034.667.900,0.0,0.0146982669830322,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6904761904761905,0.6904761904761905,0.0,5448,0.6896551724137931,0.6896551724137931,0.0,5421,0.6744186046511628,0.6744186046511628,0.0,5890,0.6823529411764705,0.6823529411764705,0.0,5481,MLPClassifier,,,,,,,identity,"(60, 20, 100)",adaptive,500000.0,sgd +16.437.880.992.889.400,0.0,0.0081892013549804,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6904761904761905,0.6904761904761905,0.0,5448,0.6896551724137931,0.6896551724137931,0.0,5421,0.6744186046511628,0.6744186046511628,0.0,5890,0.6823529411764705,0.6823529411764705,0.0,5481,MLPClassifier,,,,,,,logistic,55,constant,500000.0,sgd +1.661.803.960.800.170,0.0,0.0088818073272705,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6904761904761905,0.6904761904761905,0.0,5448,0.6896551724137931,0.6896551724137931,0.0,5421,0.6744186046511628,0.6744186046511628,0.0,5890,0.6823529411764705,0.6823529411764705,0.0,5481,MLPClassifier,,,,,,,logistic,65,adaptive,500000.0,sgd +11.189.501.285.552.900,0.0,0.0095198154449462,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6904761904761905,0.6904761904761905,0.0,5448,0.6896551724137931,0.6896551724137931,0.0,5421,0.6744186046511628,0.6744186046511628,0.0,5890,0.6823529411764705,0.6823529411764705,0.0,5481,MLPClassifier,,,,,,,relu,85,adaptive,500000.0,sgd +0.43428587913513184,0.0,0.0089950561523437,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.6896551724137931,0.6896551724137931,0.0,5421,0.6511627906976745,0.6511627906976745,0.0,5953,0.674698795180723,0.674698795180723,0.0,5503,MLPClassifier,,,,,,,identity,"(15, 45)",constant,500000.0,sgd +0.6671209335327148,0.0,0.0087180137634277,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.6896551724137931,0.6896551724137931,0.0,5421,0.6511627906976745,0.6511627906976745,0.0,5953,0.674698795180723,0.674698795180723,0.0,5503,MLPClassifier,,,,,,,identity,"(15, 75)",adaptive,500000.0,sgd +13.373.990.058.898.900,0.0,0.0092139244079589,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.6896551724137931,0.6896551724137931,0.0,5421,0.6511627906976745,0.6511627906976745,0.0,5953,0.674698795180723,0.674698795180723,0.0,5503,MLPClassifier,,,,,,,identity,"(80, 20, 40)",invscaling,500000.0,sgd +1.169.226.884.841.910,0.0,0.0072841644287109,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.6896551724137931,0.6896551724137931,0.0,5421,0.6511627906976745,0.6511627906976745,0.0,5953,0.674698795180723,0.674698795180723,0.0,5503,MLPClassifier,,,,,,,logistic,10,constant,500000.0,sgd +12.617.290.019.989.000,0.0,0.0075747966766357,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.6896551724137931,0.6896551724137931,0.0,5421,0.6511627906976745,0.6511627906976745,0.0,5953,0.674698795180723,0.674698795180723,0.0,5503,MLPClassifier,,,,,,,logistic,15,adaptive,500000.0,sgd +16.955.089.569.091.700,0.0,0.0090093612670898,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.6896551724137931,0.6896551724137931,0.0,5421,0.6511627906976745,0.6511627906976745,0.0,5953,0.674698795180723,0.674698795180723,0.0,5503,MLPClassifier,,,,,,,logistic,40,adaptive,500000.0,sgd +1.599.506.139.755.240,0.0,0.0081720352172851,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.6896551724137931,0.6896551724137931,0.0,5421,0.6511627906976745,0.6511627906976745,0.0,5953,0.674698795180723,0.674698795180723,0.0,5503,MLPClassifier,,,,,,,logistic,65,constant,500000.0,sgd +16.932.082.176.208.400,0.0,0.0086777210235595,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.6896551724137931,0.6896551724137931,0.0,5421,0.6511627906976745,0.6511627906976745,0.0,5953,0.674698795180723,0.674698795180723,0.0,5503,MLPClassifier,,,,,,,logistic,70,adaptive,500000.0,sgd +18.878.858.089.447.000,0.0,0.0100462436676025,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.6896551724137931,0.6896551724137931,0.0,5421,0.6511627906976745,0.6511627906976745,0.0,5953,0.674698795180723,0.674698795180723,0.0,5503,MLPClassifier,,,,,,,logistic,85,constant,500000.0,sgd +18.770.480.155.944.800,0.0,0.0136878490447998,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.6896551724137931,0.6896551724137931,0.0,5421,0.6511627906976745,0.6511627906976745,0.0,5953,0.674698795180723,0.674698795180723,0.0,5503,MLPClassifier,,,,,,,logistic,95,constant,500000.0,sgd +18.439.629.077.911.300,0.0,0.0083639621734619,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.6896551724137931,0.6896551724137931,0.0,5421,0.6511627906976745,0.6511627906976745,0.0,5953,0.674698795180723,0.674698795180723,0.0,5503,MLPClassifier,,,,,,,logistic,100,constant,500000.0,sgd +22.597.639.560.699.400,0.0,0.0082700252532958,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.6896551724137931,0.6896551724137931,0.0,5421,0.6511627906976745,0.6511627906976745,0.0,5953,0.674698795180723,0.674698795180723,0.0,5503,MLPClassifier,,,,,,,logistic,100,adaptive,500000.0,sgd +0.13760113716125488,0.0,0.0127730369567871,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7105263157894737,0.7105263157894737,0.0,5154,0.6896551724137931,0.6896551724137931,0.0,5421,0.627906976744186,0.627906976744186,0.0,5984,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,tanh,"(60, 20, 20)",invscaling,500000.0,sgd +0.37471890449523926,0.0,0.010157823562622,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7666666666666667,0.7666666666666667,0.0,2634,0.6896551724137931,0.6896551724137931,0.0,5421,0.5348837209302325,0.5348837209302325,0.0,6048,0.6301369863013698,0.6301369863013698,0.0,5904,MLPClassifier,,,,,,,identity,"(40, 60, 80)",invscaling,500000.0,sgd +0.00413203239440918,0.0,0.0088660717010498,0.0,"{'gamma': 'scale', 'kernel': 'sigmoid'}",0.6470588235294118,0.6470588235294118,0.0,7,0.6781609195402298,0.6781609195402298,0.0,5,0.7674418604651163,0.7674418604651163,0.0,1,0.7021276595744682,0.7021276595744682,0.0,5,SVC,scale,sigmoid,,,,,,,,, +0.00684809684753418,0.0,0.0107519626617431,0.0,"{'gamma': 'auto', 'kernel': 'sigmoid'}",0.6470588235294118,0.6470588235294118,0.0,7,0.6781609195402298,0.6781609195402298,0.0,5,0.7674418604651163,0.7674418604651163,0.0,1,0.7021276595744682,0.7021276595744682,0.0,5,SVC,auto,sigmoid,,,,,,,,, +0.5621099472045898,0.0,0.0113658905029296,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6470588235294118,0.6470588235294118,0.0,5600,0.6781609195402298,0.6781609195402298,0.0,5470,0.7674418604651163,0.7674418604651163,0.0,5116,0.7021276595744682,0.7021276595744682,0.0,5336,MLPClassifier,,,,,,,identity,"(100, 100, 80)",invscaling,500000.0,sgd +0.43282032012939453,0.0,0.0067787170410156,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6595744680851063,0.6595744680851063,0.0,5590,0.6781609195402298,0.6781609195402298,0.0,5470,0.7209302325581395,0.7209302325581395,0.0,5439,0.6888888888888888,0.6888888888888888,0.0,5468,MLPClassifier,,,,,,,tanh,20,adaptive,500000.0,sgd +0.32945990562438965,0.0,0.0123929977416992,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6595744680851063,0.6595744680851063,0.0,5590,0.6781609195402298,0.6781609195402298,0.0,5470,0.7209302325581395,0.7209302325581395,0.0,5439,0.6888888888888888,0.6888888888888888,0.0,5468,MLPClassifier,,,,,,,tanh,"(60, 40, 20)",invscaling,500000.0,sgd +13.979.990.482.330.300,0.0,0.0142128467559814,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.6781609195402298,0.6781609195402298,0.0,5470,0.6976744186046512,0.6976744186046512,0.0,5651,0.6818181818181818,0.6818181818181818,0.0,5494,MLPClassifier,,,,,,,tanh,"(90, 75)",adaptive,500000.0,sgd +0.29481077194213867,0.0,0.0086770057678222,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6744186046511628,0.6744186046511628,0.0,5550,0.6781609195402298,0.6781609195402298,0.0,5470,0.6744186046511628,0.6744186046511628,0.0,5890,0.6744186046511628,0.6744186046511628,0.0,5515,MLPClassifier,,,,,,,identity,"(20, 60, 40)",invscaling,500000.0,sgd +12.008.380.889.892.500,0.0,0.0086369514465332,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6744186046511628,0.6744186046511628,0.0,5550,0.6781609195402298,0.6781609195402298,0.0,5470,0.6744186046511628,0.6744186046511628,0.0,5890,0.6744186046511628,0.6744186046511628,0.0,5515,MLPClassifier,,,,,,,logistic,5,adaptive,500000.0,sgd +13.760.619.163.513.100,0.0,0.0116147994995117,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6744186046511628,0.6744186046511628,0.0,5550,0.6781609195402298,0.6781609195402298,0.0,5470,0.6744186046511628,0.6744186046511628,0.0,5890,0.6744186046511628,0.6744186046511628,0.0,5515,MLPClassifier,,,,,,,logistic,25,adaptive,500000.0,sgd +18.648.083.209.991.400,0.0,0.0079796314239501,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6744186046511628,0.6744186046511628,0.0,5550,0.6781609195402298,0.6781609195402298,0.0,5470,0.6744186046511628,0.6744186046511628,0.0,5890,0.6744186046511628,0.6744186046511628,0.0,5515,MLPClassifier,,,,,,,logistic,75,adaptive,500000.0,sgd +0.48642826080322266,0.0,0.0080158710479736,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6744186046511628,0.6744186046511628,0.0,5550,0.6781609195402298,0.6781609195402298,0.0,5470,0.6744186046511628,0.6744186046511628,0.0,5890,0.6744186046511628,0.6744186046511628,0.0,5515,MLPClassifier,,,,,,,tanh,10,constant,500000.0,sgd +0.5474576950073242,0.0,0.0077450275421142,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6744186046511628,0.6744186046511628,0.0,5550,0.6781609195402298,0.6781609195402298,0.0,5470,0.6744186046511628,0.6744186046511628,0.0,5890,0.6744186046511628,0.6744186046511628,0.0,5515,MLPClassifier,,,,,,,tanh,15,adaptive,500000.0,sgd +0.07401132583618164,0.0,0.0082459449768066,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6744186046511628,0.6744186046511628,0.0,5550,0.6781609195402298,0.6781609195402298,0.0,5470,0.6744186046511628,0.6744186046511628,0.0,5890,0.6744186046511628,0.6744186046511628,0.0,5515,MLPClassifier,,,,,,,relu,"(15, 45)",invscaling,500000.0,sgd +21.488.146.781.921.300,0.0,0.0116093158721923,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6829268292682927,0.6829268292682927,0.0,5521,0.6781609195402298,0.6781609195402298,0.0,5470,0.6511627906976745,0.6511627906976745,0.0,5953,0.6666666666666667,0.6666666666666667,0.0,5540,MLPClassifier,,,,,,,identity,"(80, 100, 60)",invscaling,500000.0,sgd +1.421.510.934.829.710,0.0,0.0119831562042236,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6829268292682927,0.6829268292682927,0.0,5521,0.6781609195402298,0.6781609195402298,0.0,5470,0.6511627906976745,0.6511627906976745,0.0,5953,0.6666666666666667,0.6666666666666667,0.0,5540,MLPClassifier,,,,,,,identity,"(100, 80, 80)",invscaling,500000.0,sgd +17.187.080.383.300.700,0.0,0.0080852508544921,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6829268292682927,0.6829268292682927,0.0,5521,0.6781609195402298,0.6781609195402298,0.0,5470,0.6511627906976745,0.6511627906976745,0.0,5953,0.6666666666666667,0.6666666666666667,0.0,5540,MLPClassifier,,,,,,,logistic,80,constant,500000.0,sgd +0.8596868515014648,0.0,0.0077409744262695,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6829268292682927,0.6829268292682927,0.0,5521,0.6781609195402298,0.6781609195402298,0.0,5470,0.6511627906976745,0.6511627906976745,0.0,5953,0.6666666666666667,0.6666666666666667,0.0,5540,MLPClassifier,,,,,,,relu,70,adaptive,500000.0,sgd +15.284.390.449.523.900,0.0,0.0076820850372314,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6923076923076923,0.6923076923076923,0.0,5442,0.6781609195402298,0.6781609195402298,0.0,5470,0.627906976744186,0.627906976744186,0.0,5984,0.6585365853658537,0.6585365853658537,0.0,5816,MLPClassifier,,,,,,,logistic,45,constant,500000.0,sgd +15.579.218.864.440.900,0.0,0.0092151165008544,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6923076923076923,0.6923076923076923,0.0,5442,0.6781609195402298,0.6781609195402298,0.0,5470,0.627906976744186,0.627906976744186,0.0,5984,0.6585365853658537,0.6585365853658537,0.0,5816,MLPClassifier,,,,,,,logistic,60,adaptive,500000.0,sgd +0.4358539581298828,0.0,0.0065622329711914,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6923076923076923,0.6923076923076923,0.0,5442,0.6781609195402298,0.6781609195402298,0.0,5470,0.627906976744186,0.627906976744186,0.0,5984,0.6585365853658537,0.6585365853658537,0.0,5816,MLPClassifier,,,,,,,relu,30,constant,500000.0,sgd +0.46204066276550293,0.0,0.009843111038208,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.6781609195402298,0.6781609195402298,0.0,5470,0.5813953488372093,0.5813953488372093,0.0,6016,0.6410256410256411,0.6410256410256411,0.0,5860,MLPClassifier,,,,,,,identity,"(40, 80, 60)",invscaling,500000.0,sgd +0.028494834899902344,0.0,0.009376049041748,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.6781609195402298,0.6781609195402298,0.0,5470,0.5813953488372093,0.5813953488372093,0.0,6016,0.6410256410256411,0.6410256410256411,0.0,5860,MLPClassifier,,,,,,,tanh,15,invscaling,500000.0,sgd +15.006.170.272.827.100,0.0,0.0096368789672851,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7419354838709677,0.7419354838709677,0.0,3422,0.6781609195402298,0.6781609195402298,0.0,5470,0.5348837209302325,0.5348837209302325,0.0,6048,0.6216216216216216,0.6216216216216216,0.0,5929,MLPClassifier,,,,,,,identity,"(100, 80, 60)",invscaling,500000.0,sgd +0.2789480686187744,0.0,0.0100440979003906,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7777777777777778,0.7777777777777778,0.0,2169,0.6781609195402298,0.6781609195402298,0.0,5470,0.4883720930232558,0.4883720930232558,0.0,6071,0.6000000000000001,0.6000000000000001,0.0,5970,MLPClassifier,,,,,,,identity,"(100, 60, 40)",invscaling,500000.0,sgd +0.0009737014770507812,0.0,0.0031740665435791,0.0,{},0.8,0.8,0.0,1,0.6781609195402298,0.6781609195402298,0.0,1,0.4651162790697674,0.4651162790697674,0.0,1,0.5882352941176471,0.5882352941176471,0.0,1,GaussianNB,,,,,,,,,,, +0.3517727851867676,0.0,0.009192943572998,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6166666666666667,0.6166666666666667,0.0,5636,0.6666666666666666,0.6666666666666666,0.0,5492,0.8604651162790697,0.8604651162790697,0.0,3618,0.7184466019417476,0.7184466019417476,0.0,5065,MLPClassifier,,,,,,,logistic,"(60, 40, 80)",adaptive,500000.0,sgd +0.4163551330566406,0.0,0.0103890895843505,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6296296296296297,0.6296296296296297,0.0,5619,0.6666666666666666,0.6666666666666666,0.0,5492,0.7906976744186046,0.7906976744186046,0.0,4827,0.7010309278350516,0.7010309278350516,0.0,5337,MLPClassifier,,,,,,,identity,"(45, 75)",invscaling,500000.0,sgd +0.22426795959472656,0.0,0.0131659507751464,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6296296296296297,0.6296296296296297,0.0,5619,0.6666666666666666,0.6666666666666666,0.0,5492,0.7906976744186046,0.7906976744186046,0.0,4827,0.7010309278350516,0.7010309278350516,0.0,5337,MLPClassifier,,,,,,,tanh,"(60, 60, 20)",invscaling,500000.0,sgd +0.06403994560241699,0.0,0.0134899616241455,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.64,0.64,0.0,5609,0.6666666666666666,0.6666666666666666,0.0,5492,0.7441860465116279,0.7441860465116279,0.0,5303,0.6881720430107526,0.6881720430107526,0.0,5470,MLPClassifier,,,,,,,identity,65,invscaling,500000.0,sgd +13.789.210.319.519.000,0.0,0.0076398849487304,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.6666666666666666,0.6666666666666666,0.0,5492,0.6511627906976745,0.6511627906976745,0.0,5953,0.6588235294117646,0.6588235294117646,0.0,5814,MLPClassifier,,,,,,,logistic,35,adaptive,500000.0,sgd +17.335.338.592.529.200,0.0,0.0081360340118408,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.6666666666666666,0.6666666666666666,0.0,5492,0.6511627906976745,0.6511627906976745,0.0,5953,0.6588235294117646,0.6588235294117646,0.0,5814,MLPClassifier,,,,,,,logistic,80,adaptive,500000.0,sgd +0.44072389602661133,0.0,0.0137197971343994,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.675,0.675,0.0,5545,0.6666666666666666,0.6666666666666666,0.0,5492,0.627906976744186,0.627906976744186,0.0,5984,0.6506024096385542,0.6506024096385542,0.0,5838,MLPClassifier,,,,,,,identity,"(60, 90)",invscaling,500000.0,sgd +0.3253779411315918,0.0,0.0066781044006347,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.675,0.675,0.0,5545,0.6666666666666666,0.6666666666666666,0.0,5492,0.627906976744186,0.627906976744186,0.0,5984,0.6506024096385542,0.6506024096385542,0.0,5838,MLPClassifier,,,,,,,identity,"(20, 60, 80)",invscaling,500000.0,sgd +14.566.371.440.887.400,0.0,0.0072989463806152,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.675,0.675,0.0,5545,0.6666666666666666,0.6666666666666666,0.0,5492,0.627906976744186,0.627906976744186,0.0,5984,0.6506024096385542,0.6506024096385542,0.0,5838,MLPClassifier,,,,,,,logistic,50,constant,500000.0,sgd +2.085.803.985.595.700,0.0,0.0080111026763916,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.675,0.675,0.0,5545,0.6666666666666666,0.6666666666666666,0.0,5492,0.627906976744186,0.627906976744186,0.0,5984,0.6506024096385542,0.6506024096385542,0.0,5838,MLPClassifier,,,,,,,logistic,90,constant,500000.0,sgd +0.6487128734588623,0.0,0.0077781677246093,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.675,0.675,0.0,5545,0.6666666666666666,0.6666666666666666,0.0,5492,0.627906976744186,0.627906976744186,0.0,5984,0.6506024096385542,0.6506024096385542,0.0,5838,MLPClassifier,,,,,,,relu,10,constant,500000.0,sgd +0.10065102577209473,0.0,0.0134780406951904,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6842105263157895,0.6842105263157895,0.0,5520,0.6666666666666666,0.6666666666666666,0.0,5492,0.6046511627906976,0.6046511627906976,0.0,6006,0.6419753086419753,0.6419753086419753,0.0,5859,MLPClassifier,,,,,,,identity,75,invscaling,500000.0,sgd +26.194.980.144.500.700,0.0,0.0114140510559082,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6944444444444444,0.6944444444444444,0.0,5434,0.6666666666666666,0.6666666666666666,0.0,5492,0.5813953488372093,0.5813953488372093,0.0,6016,0.6329113924050633,0.6329113924050633,0.0,5898,MLPClassifier,,,,,,,identity,"(80, 20, 80)",invscaling,500000.0,sgd +30.351.130.962.371.800,0.0,0.0180857181549072,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6944444444444444,0.6944444444444444,0.0,5434,0.6666666666666666,0.6666666666666666,0.0,5492,0.5813953488372093,0.5813953488372093,0.0,6016,0.6329113924050633,0.6329113924050633,0.0,5898,MLPClassifier,,,,,,,identity,"(100, 80, 100)",invscaling,500000.0,sgd +0.12233901023864746,0.0,0.0138251781463623,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7058823529411765,0.7058823529411765,0.0,5203,0.6666666666666666,0.6666666666666666,0.0,5492,0.5581395348837209,0.5581395348837209,0.0,6034,0.6233766233766234,0.6233766233766234,0.0,5926,MLPClassifier,,,,,,,tanh,"(45, 90)",invscaling,500000.0,sgd +0.5890610218048096,0.0,0.016510009765625,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7058823529411765,0.7058823529411765,0.0,5203,0.6666666666666666,0.6666666666666666,0.0,5492,0.5581395348837209,0.5581395348837209,0.0,6034,0.6233766233766234,0.6233766233766234,0.0,5926,MLPClassifier,,,,,,,tanh,"(60, 60, 80)",invscaling,500000.0,sgd +0.12682795524597168,0.0,0.010383129119873,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.6666666666666666,0.6666666666666666,0.0,5492,0.5116279069767442,0.5116279069767442,0.0,6058,0.6027397260273971,0.6027397260273971,0.0,5966,MLPClassifier,,,,,,,relu,"(60, 80, 60)",invscaling,500000.0,sgd +0.8853518962860107,0.0,0.0100300312042236,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7692307692307693,0.7692307692307693,0.0,2531,0.6666666666666666,0.6666666666666666,0.0,5492,0.4651162790697674,0.4651162790697674,0.0,6083,0.5797101449275363,0.5797101449275363,0.0,6004,MLPClassifier,,,,,,,tanh,"(100, 100, 100)",invscaling,500000.0,sgd +0.7129251956939697,0.0,0.0095539093017578,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5915492957746479,0.5915492957746479,0.0,5661,0.6551724137931034,0.6551724137931034,0.0,5510,0.9767441860465116,0.9767441860465116,0.0,1284,0.7368421052631579,0.7368421052631579,0.0,4843,MLPClassifier,,,,,,,identity,"(80, 40, 40)",invscaling,500000.0,sgd +2.499.667.167.663.570,0.0,0.0090129375457763,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6181818181818182,0.6181818181818182,0.0,5635,0.6551724137931034,0.6551724137931034,0.0,5510,0.7906976744186046,0.7906976744186046,0.0,4827,0.693877551020408,0.693877551020408,0.0,5434,MLPClassifier,,,,,,,identity,"(40, 60, 20)",invscaling,500000.0,sgd +15.410.630.702.972.400,0.0,0.0122439861297607,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6274509803921569,0.6274509803921569,0.0,5625,0.6551724137931034,0.6551724137931034,0.0,5510,0.7441860465116279,0.7441860465116279,0.0,5303,0.6808510638297872,0.6808510638297872,0.0,5495,MLPClassifier,,,,,,,identity,"(100, 100, 40)",invscaling,500000.0,sgd +22.663.800.716.400.100,0.0,0.0124719142913818,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6382978723404256,0.6382978723404256,0.0,5613,0.6551724137931034,0.6551724137931034,0.0,5510,0.6976744186046512,0.6976744186046512,0.0,5651,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,identity,"(30, 30)",invscaling,500000.0,sgd +0.7889668941497803,0.0,0.010699987411499,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7096774193548387,0.7096774193548387,0.0,5155,0.6551724137931034,0.6551724137931034,0.0,5510,0.5116279069767442,0.5116279069767442,0.0,6058,0.5945945945945946,0.5945945945945946,0.0,5983,MLPClassifier,,,,,,,identity,"(40, 80, 80)",invscaling,500000.0,sgd +0.48564982414245605,0.0,0.0096361637115478,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7096774193548387,0.7096774193548387,0.0,5155,0.6551724137931034,0.6551724137931034,0.0,5510,0.5116279069767442,0.5116279069767442,0.0,6058,0.5945945945945946,0.5945945945945946,0.0,5983,MLPClassifier,,,,,,,identity,"(80, 60, 60)",invscaling,500000.0,sgd +12.844.548.225.402.800,0.0,0.0100033283233642,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7096774193548387,0.7096774193548387,0.0,5155,0.6551724137931034,0.6551724137931034,0.0,5510,0.5116279069767442,0.5116279069767442,0.0,6058,0.5945945945945946,0.5945945945945946,0.0,5983,MLPClassifier,,,,,,,identity,"(80, 80, 40)",invscaling,500000.0,sgd +0.16090989112854004,0.0,0.0089530944824218,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7096774193548387,0.7096774193548387,0.0,5155,0.6551724137931034,0.6551724137931034,0.0,5510,0.5116279069767442,0.5116279069767442,0.0,6058,0.5945945945945946,0.5945945945945946,0.0,5983,MLPClassifier,,,,,,,tanh,"(20, 60, 100)",invscaling,500000.0,sgd +0.7809326648712158,0.0,0.0131583213806152,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7096774193548387,0.7096774193548387,0.0,5155,0.6551724137931034,0.6551724137931034,0.0,5510,0.5116279069767442,0.5116279069767442,0.0,6058,0.5945945945945946,0.5945945945945946,0.0,5983,MLPClassifier,,,,,,,tanh,"(60, 80, 20)",invscaling,500000.0,sgd +0.18238067626953125,0.0,0.0095880031585693,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7407407407407407,0.7407407407407407,0.0,3429,0.6551724137931034,0.6551724137931034,0.0,5510,0.4651162790697674,0.4651162790697674,0.0,6083,0.5714285714285714,0.5714285714285714,0.0,6013,MLPClassifier,,,,,,,identity,"(90, 45)",invscaling,500000.0,sgd +0.1471707820892334,0.0,0.0086519718170166,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7407407407407407,0.7407407407407407,0.0,3429,0.6551724137931034,0.6551724137931034,0.0,5510,0.4651162790697674,0.4651162790697674,0.0,6083,0.5714285714285714,0.5714285714285714,0.0,6013,MLPClassifier,,,,,,,relu,"(20, 80, 60)",invscaling,500000.0,sgd +0.07423782348632812,0.0,0.0093162059783935,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.76,0.76,0.0,2795,0.6551724137931034,0.6551724137931034,0.0,5510,0.4418604651162791,0.4418604651162791,0.0,6097,0.5588235294117647,0.5588235294117647,0.0,6033,MLPClassifier,,,,,,,identity,50,invscaling,500000.0,sgd +0.11736226081848145,0.0,0.0090188980102539,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.8095238095238095,0.8095238095238095,0.0,786,0.6551724137931034,0.6551724137931034,0.0,5510,0.3953488372093023,0.3953488372093023,0.0,6116,0.53125,0.53125,0.0,6073,MLPClassifier,,,,,,,tanh,"(60, 20, 40)",invscaling,500000.0,sgd +13.626.739.978.790.200,0.0,0.0124092102050781,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.8823529411764706,0.8823529411764706,0.0,20,0.6551724137931034,0.6551724137931034,0.0,5510,0.3488372093023256,0.3488372093023256,0.0,6145,0.5,0.5,0.0,6096,MLPClassifier,,,,,,,identity,"(20, 80, 100)",invscaling,500000.0,sgd +0.30869317054748535,0.0,0.0130181312561035,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.581081081081081,0.581081081081081,0.0,5673,0.6436781609195402,0.6436781609195402,0.0,5524,1.0,1.0,0.0,1,0.735042735042735,0.735042735042735,0.0,4880,MLPClassifier,,,,,,,identity,"(60, 60, 20)",invscaling,500000.0,sgd +0.9257228374481201,0.0,0.0090529918670654,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.581081081081081,0.581081081081081,0.0,5673,0.6436781609195402,0.6436781609195402,0.0,5524,1.0,1.0,0.0,1,0.735042735042735,0.735042735042735,0.0,4880,MLPClassifier,,,,,,,tanh,"(60, 100, 20)",invscaling,500000.0,sgd +0.05814790725708008,0.0,0.0082621574401855,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5882352941176471,0.5882352941176471,0.0,5663,0.6436781609195402,0.6436781609195402,0.0,5524,0.9302325581395348,0.9302325581395348,0.0,3215,0.7207207207207207,0.7207207207207207,0.0,5040,MLPClassifier,,,,,,,tanh,45,invscaling,500000.0,sgd +0.28310394287109375,0.0,0.0100889205932617,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.59375,0.59375,0.0,5658,0.6436781609195402,0.6436781609195402,0.0,5524,0.8837209302325582,0.8837209302325582,0.0,3367,0.7102803738317758,0.7102803738317758,0.0,5176,MLPClassifier,,,,,,,identity,"(60, 40, 100)",invscaling,500000.0,sgd +0.16605401039123535,0.0,0.0090119838714599,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5967741935483871,0.5967741935483871,0.0,5655,0.6436781609195402,0.6436781609195402,0.0,5524,0.8604651162790697,0.8604651162790697,0.0,3618,0.7047619047619047,0.7047619047619047,0.0,5284,MLPClassifier,,,,,,,tanh,"(80, 20, 100)",invscaling,500000.0,sgd +0.2342379093170166,0.0,0.0099809169769287,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6111111111111112,0.6111111111111112,0.0,5639,0.6436781609195402,0.6436781609195402,0.0,5524,0.7674418604651163,0.7674418604651163,0.0,5116,0.6804123711340206,0.6804123711340206,0.0,5496,MLPClassifier,,,,,,,identity,"(20, 20, 20)",invscaling,500000.0,sgd +0.9445219039916992,0.0,0.0161380767822265,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6153846153846154,0.6153846153846154,0.0,5637,0.6436781609195402,0.6436781609195402,0.0,5524,0.7441860465116279,0.7441860465116279,0.0,5303,0.6736842105263158,0.6736842105263158,0.0,5522,MLPClassifier,,,,,,,identity,"(100, 60, 60)",invscaling,500000.0,sgd +0.7533953189849854,0.0,0.0099427700042724,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6304347826086957,0.6304347826086957,0.0,5618,0.6436781609195402,0.6436781609195402,0.0,5524,0.6744186046511628,0.6744186046511628,0.0,5890,0.651685393258427,0.651685393258427,0.0,5828,MLPClassifier,,,,,,,identity,"(40, 40, 80)",invscaling,500000.0,sgd +0.8221139907836914,0.0,0.0102598667144775,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6428571428571429,0.6428571428571429,0.0,5603,0.6436781609195402,0.6436781609195402,0.0,5524,0.627906976744186,0.627906976744186,0.0,5984,0.6352941176470588,0.6352941176470588,0.0,5890,MLPClassifier,,,,,,,identity,"(100, 40, 100)",invscaling,500000.0,sgd +0.03469681739807129,0.0,0.0077221393585205,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6578947368421053,0.6578947368421053,0.0,5592,0.6436781609195402,0.6436781609195402,0.0,5524,0.5813953488372093,0.5813953488372093,0.0,6016,0.6172839506172839,0.6172839506172839,0.0,5934,MLPClassifier,,,,,,,identity,45,invscaling,500000.0,sgd +0.2724878787994385,0.0,0.0093441009521484,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6578947368421053,0.6578947368421053,0.0,5592,0.6436781609195402,0.6436781609195402,0.0,5524,0.5813953488372093,0.5813953488372093,0.0,6016,0.6172839506172839,0.6172839506172839,0.0,5934,MLPClassifier,,,,,,,identity,"(30, 75)",invscaling,500000.0,sgd +0.37970876693725586,0.0,0.0125989913940429,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6578947368421053,0.6578947368421053,0.0,5592,0.6436781609195402,0.6436781609195402,0.0,5524,0.5813953488372093,0.5813953488372093,0.0,6016,0.6172839506172839,0.6172839506172839,0.0,5934,MLPClassifier,,,,,,,identity,"(60, 45)",invscaling,500000.0,sgd +0.1618030071258545,0.0,0.008998155593872,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6578947368421053,0.6578947368421053,0.0,5592,0.6436781609195402,0.6436781609195402,0.0,5524,0.5813953488372093,0.5813953488372093,0.0,6016,0.6172839506172839,0.6172839506172839,0.0,5934,MLPClassifier,,,,,,,tanh,"(80, 40, 40)",invscaling,500000.0,sgd +15.128.540.992.736.800,0.0,0.0119259357452392,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6764705882352942,0.6764705882352942,0.0,5544,0.6436781609195402,0.6436781609195402,0.0,5524,0.5348837209302325,0.5348837209302325,0.0,6048,0.5974025974025974,0.5974025974025974,0.0,5978,MLPClassifier,,,,,,,identity,"(100, 40, 80)",invscaling,500000.0,sgd +0.5934689044952393,0.0,0.0086390972137451,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.6436781609195402,0.6436781609195402,0.0,5524,0.4883720930232558,0.4883720930232558,0.0,6071,0.5753424657534246,0.5753424657534246,0.0,6009,MLPClassifier,,,,,,,identity,"(40, 40, 20)",invscaling,500000.0,sgd +0.11479496955871582,0.0,0.0077192783355712,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.6436781609195402,0.6436781609195402,0.0,5524,0.4883720930232558,0.4883720930232558,0.0,6071,0.5753424657534246,0.5753424657534246,0.0,6009,MLPClassifier,,,,,,,tanh,"(60, 45)",invscaling,500000.0,sgd +0.6865010261535645,0.0,0.0111598968505859,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7142857142857143,0.7142857142857143,0.0,4965,0.6436781609195402,0.6436781609195402,0.0,5524,0.4651162790697674,0.4651162790697674,0.0,6083,0.5633802816901409,0.5633802816901409,0.0,6026,MLPClassifier,,,,,,,identity,"(90, 90)",invscaling,500000.0,sgd +0.25327396392822266,0.0,0.0106821060180664,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7307692307692307,0.7307692307692307,0.0,3896,0.6436781609195402,0.6436781609195402,0.0,5524,0.4418604651162791,0.4418604651162791,0.0,6097,0.5507246376811594,0.5507246376811594,0.0,6046,MLPClassifier,,,,,,,tanh,"(20, 80, 60)",invscaling,500000.0,sgd +0.0055010318756103516,0.0,0.0087928771972656,0.0,"{'gamma': 'auto', 'kernel': 'poly'}",0.7727272727272727,0.7727272727272727,0.0,2,0.6436781609195402,0.6436781609195402,0.0,7,0.3953488372093023,0.3953488372093023,0.0,7,0.523076923076923,0.523076923076923,0.0,7,SVC,auto,poly,,,,,,,,, +0.1360630989074707,0.0,0.0060179233551025,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7727272727272727,0.7727272727272727,0.0,2530,0.6436781609195402,0.6436781609195402,0.0,5524,0.3953488372093023,0.3953488372093023,0.0,6116,0.523076923076923,0.523076923076923,0.0,6080,MLPClassifier,,,,,,,tanh,"(40, 20, 60)",invscaling,500000.0,sgd +0.44148921966552734,0.0,0.0102148056030273,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.8,0.8,0.0,1178,0.6436781609195402,0.6436781609195402,0.0,5524,0.3720930232558139,0.3720930232558139,0.0,6137,0.5079365079365079,0.5079365079365079,0.0,6091,MLPClassifier,,,,,,,identity,"(60, 60, 40)",invscaling,500000.0,sgd +0.05647683143615723,0.0,0.0095229148864746,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.8,0.8,0.0,1178,0.6436781609195402,0.6436781609195402,0.0,5524,0.3720930232558139,0.3720930232558139,0.0,6137,0.5079365079365079,0.5079365079365079,0.0,6091,MLPClassifier,,,,,,,logistic,"(60, 60)",invscaling,500000.0,sgd +0.5617821216583252,0.0,0.0077929496765136,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.8333333333333334,0.8333333333333334,0.0,188,0.6436781609195402,0.6436781609195402,0.0,5524,0.3488372093023256,0.3488372093023256,0.0,6145,0.4918032786885246,0.4918032786885246,0.0,6104,MLPClassifier,,,,,,,relu,"(100, 80, 40)",invscaling,500000.0,sgd +0.8700821399688721,0.0,0.0116190910339355,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5753424657534246,0.5753424657534246,0.0,5688,0.632183908045977,0.632183908045977,0.0,5546,0.9767441860465116,0.9767441860465116,0.0,1284,0.7241379310344828,0.7241379310344828,0.0,4969,MLPClassifier,,,,,,,identity,"(100, 100, 100)",invscaling,500000.0,sgd +0.15082597732543945,0.0,0.0089011192321777,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5753424657534246,0.5753424657534246,0.0,5688,0.632183908045977,0.632183908045977,0.0,5546,0.9767441860465116,0.9767441860465116,0.0,1284,0.7241379310344828,0.7241379310344828,0.0,4969,MLPClassifier,,,,,,,tanh,"(80, 20, 80)",invscaling,500000.0,sgd +0.30451202392578125,0.0,0.0128192901611328,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5846153846153846,0.5846153846153846,0.0,5669,0.632183908045977,0.632183908045977,0.0,5546,0.8837209302325582,0.8837209302325582,0.0,3367,0.7037037037037038,0.7037037037037038,0.0,5332,MLPClassifier,,,,,,,tanh,"(60, 60, 60)",invscaling,500000.0,sgd +2.138.643.980.026.240,0.0,0.0118460655212402,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5873015873015873,0.5873015873015873,0.0,5664,0.632183908045977,0.632183908045977,0.0,5546,0.8604651162790697,0.8604651162790697,0.0,3618,0.6981132075471699,0.6981132075471699,0.0,5347,MLPClassifier,,,,,,,identity,"(60, 100, 40)",invscaling,500000.0,sgd +14.145.898.818.969.700,0.0,0.013240098953247,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5964912280701754,0.5964912280701754,0.0,5656,0.632183908045977,0.632183908045977,0.0,5546,0.7906976744186046,0.7906976744186046,0.0,4827,0.6799999999999999,0.6799999999999999,0.0,5497,MLPClassifier,,,,,,,identity,"(60, 100, 20)",invscaling,500000.0,sgd +0.11829710006713867,0.0,0.0105910301208496,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.6078431372549019,0.6078431372549019,0.0,5641,0.632183908045977,0.632183908045977,0.0,5546,0.7209302325581395,0.7209302325581395,0.0,5439,0.6595744680851063,0.6595744680851063,0.0,5813,MLPClassifier,,,,,,,logistic,"(75, 75)",constant,500000.0,sgd +0.1990201473236084,0.0,0.0133299827575683,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6222222222222222,0.6222222222222222,0.0,5628,0.632183908045977,0.632183908045977,0.0,5546,0.6511627906976745,0.6511627906976745,0.0,5953,0.6363636363636364,0.6363636363636364,0.0,5886,MLPClassifier,,,,,,,tanh,"(80, 40, 60)",invscaling,500000.0,sgd +17.564.611.434.936.500,0.0,0.0110158920288085,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.627906976744186,0.627906976744186,0.0,5623,0.632183908045977,0.632183908045977,0.0,5546,0.627906976744186,0.627906976744186,0.0,5984,0.627906976744186,0.627906976744186,0.0,5916,MLPClassifier,,,,,,,identity,"(80, 80, 100)",invscaling,500000.0,sgd +0.07983779907226562,0.0,0.0077681541442871,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.627906976744186,0.627906976744186,0.0,5623,0.632183908045977,0.632183908045977,0.0,5546,0.627906976744186,0.627906976744186,0.0,5984,0.627906976744186,0.627906976744186,0.0,5916,MLPClassifier,,,,,,,tanh,65,invscaling,500000.0,sgd +0.5038101673126221,0.0,0.0134139060974121,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6410256410256411,0.6410256410256411,0.0,5607,0.632183908045977,0.632183908045977,0.0,5546,0.5813953488372093,0.5813953488372093,0.0,6016,0.6097560975609757,0.6097560975609757,0.0,5956,MLPClassifier,,,,,,,identity,"(40, 20, 20)",invscaling,500000.0,sgd +0.2165231704711914,0.0,0.009490966796875,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6410256410256411,0.6410256410256411,0.0,5607,0.632183908045977,0.632183908045977,0.0,5546,0.5813953488372093,0.5813953488372093,0.0,6016,0.6097560975609757,0.6097560975609757,0.0,5956,MLPClassifier,,,,,,,tanh,"(40, 80, 40)",invscaling,500000.0,sgd +10.708.048.343.658.400,0.0,0.0083611011505126,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6774193548387096,0.6774193548387096,0.0,5543,0.632183908045977,0.632183908045977,0.0,5546,0.4883720930232558,0.4883720930232558,0.0,6071,0.5675675675675677,0.5675675675675677,0.0,6020,MLPClassifier,,,,,,,identity,"(75, 60)",invscaling,500000.0,sgd +0.44802212715148926,0.0,0.0084989070892333,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6896551724137931,0.6896551724137931,0.0,5461,0.632183908045977,0.632183908045977,0.0,5546,0.4651162790697674,0.4651162790697674,0.0,6083,0.5555555555555556,0.5555555555555556,0.0,6036,MLPClassifier,,,,,,,identity,95,invscaling,500000.0,sgd +0.35285234451293945,0.0,0.008685827255249,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6896551724137931,0.6896551724137931,0.0,5461,0.632183908045977,0.632183908045977,0.0,5546,0.4651162790697674,0.4651162790697674,0.0,6083,0.5555555555555556,0.5555555555555556,0.0,6036,MLPClassifier,,,,,,,identity,"(20, 40, 60)",invscaling,500000.0,sgd +0.21280407905578613,0.0,0.0092439651489257,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6896551724137931,0.6896551724137931,0.0,5461,0.632183908045977,0.632183908045977,0.0,5546,0.4651162790697674,0.4651162790697674,0.0,6083,0.5555555555555556,0.5555555555555556,0.0,6036,MLPClassifier,,,,,,,tanh,"(100, 20, 40)",invscaling,500000.0,sgd +40.135.338.306.427,0.0,0.0096840858459472,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7391304347826086,0.7391304347826086,0.0,3448,0.632183908045977,0.632183908045977,0.0,5546,0.3953488372093023,0.3953488372093023,0.0,6116,0.5151515151515151,0.5151515151515151,0.0,6086,MLPClassifier,,,,,,,identity,"(80, 100, 80)",invscaling,500000.0,sgd +17.848.258.018.493.600,0.0,0.0097010135650634,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5675675675675675,0.5675675675675675,0.0,5703,0.6206896551724138,0.6206896551724138,0.0,5562,0.9767441860465116,0.9767441860465116,0.0,1284,0.717948717948718,0.717948717948718,0.0,5066,MLPClassifier,,,,,,,identity,"(40, 60, 40)",invscaling,500000.0,sgd +16.222.219.467.163.000,0.0,0.0099251270294189,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5675675675675675,0.5675675675675675,0.0,5703,0.6206896551724138,0.6206896551724138,0.0,5562,0.9767441860465116,0.9767441860465116,0.0,1284,0.717948717948718,0.717948717948718,0.0,5066,MLPClassifier,,,,,,,identity,"(60, 40, 80)",invscaling,500000.0,sgd +0.9150357246398926,0.0,0.0094599723815917,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5735294117647058,0.5735294117647058,0.0,5694,0.6206896551724138,0.6206896551724138,0.0,5562,0.9069767441860463,0.9069767441860463,0.0,3336,0.7027027027027025,0.7027027027027025,0.0,5335,MLPClassifier,,,,,,,identity,"(60, 100, 100)",invscaling,500000.0,sgd +26.552.183.628.082.200,0.0,0.0101997852325439,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5806451612903226,0.5806451612903226,0.0,5675,0.6206896551724138,0.6206896551724138,0.0,5562,0.8372093023255814,0.8372093023255814,0.0,3657,0.6857142857142857,0.6857142857142857,0.0,5475,MLPClassifier,,,,,,,identity,"(80, 60, 100)",invscaling,500000.0,sgd +0.11185407638549805,0.0,0.0127878189086914,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5806451612903226,0.5806451612903226,0.0,5675,0.6206896551724138,0.6206896551724138,0.0,5562,0.8372093023255814,0.8372093023255814,0.0,3657,0.6857142857142857,0.6857142857142857,0.0,5475,MLPClassifier,,,,,,,relu,"(90, 30)",invscaling,500000.0,sgd +0.5990219116210938,0.0,0.0092809200286865,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.5862068965517241,0.5862068965517241,0.0,5666,0.6206896551724138,0.6206896551724138,0.0,5562,0.7906976744186046,0.7906976744186046,0.0,4827,0.6732673267326732,0.6732673267326732,0.0,5523,MLPClassifier,,,,,,,logistic,"(60, 60, 100)",adaptive,500000.0,sgd +0.2924363613128662,0.0,0.0128638744354248,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6136363636363636,0.6136363636363636,0.0,5638,0.6206896551724138,0.6206896551724138,0.0,5562,0.627906976744186,0.627906976744186,0.0,5984,0.6206896551724139,0.6206896551724139,0.0,5930,MLPClassifier,,,,,,,identity,"(40, 80, 40)",invscaling,500000.0,sgd +0.04520916938781738,0.0,0.0087931156158447,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6190476190476191,0.6190476190476191,0.0,5632,0.6206896551724138,0.6206896551724138,0.0,5562,0.6046511627906976,0.6046511627906976,0.0,6006,0.611764705882353,0.611764705882353,0.0,5947,MLPClassifier,,,,,,,identity,5,invscaling,500000.0,sgd +0.09311676025390625,0.0,0.0095751285552978,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6190476190476191,0.6190476190476191,0.0,5632,0.6206896551724138,0.6206896551724138,0.0,5562,0.6046511627906976,0.6046511627906976,0.0,6006,0.611764705882353,0.611764705882353,0.0,5947,MLPClassifier,,,,,,,relu,"(20, 100, 40)",invscaling,500000.0,sgd +0.04410696029663086,0.0,0.0102179050445556,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.631578947368421,0.631578947368421,0.0,5616,0.6206896551724138,0.6206896551724138,0.0,5562,0.5581395348837209,0.5581395348837209,0.0,6034,0.5925925925925927,0.5925925925925927,0.0,5989,MLPClassifier,,,,,,,identity,30,invscaling,500000.0,sgd +0.5538339614868164,0.0,0.0114259719848632,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.631578947368421,0.631578947368421,0.0,5616,0.6206896551724138,0.6206896551724138,0.0,5562,0.5581395348837209,0.5581395348837209,0.0,6034,0.5925925925925927,0.5925925925925927,0.0,5989,MLPClassifier,,,,,,,identity,"(60, 20, 40)",invscaling,500000.0,sgd +10.529.441.833.496.000,0.0,0.0106537342071533,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6388888888888888,0.6388888888888888,0.0,5611,0.6206896551724138,0.6206896551724138,0.0,5562,0.5348837209302325,0.5348837209302325,0.0,6048,0.5822784810126581,0.5822784810126581,0.0,6000,MLPClassifier,,,,,,,identity,"(20, 40, 100)",invscaling,500000.0,sgd +0.16842293739318848,0.0,0.008768081665039,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6388888888888888,0.6388888888888888,0.0,5611,0.6206896551724138,0.6206896551724138,0.0,5562,0.5348837209302325,0.5348837209302325,0.0,6048,0.5822784810126581,0.5822784810126581,0.0,6000,MLPClassifier,,,,,,,tanh,"(20, 40, 100)",invscaling,500000.0,sgd +0.17920804023742676,0.0,0.0085880756378173,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6470588235294118,0.6470588235294118,0.0,5600,0.6206896551724138,0.6206896551724138,0.0,5562,0.5116279069767442,0.5116279069767442,0.0,6058,0.5714285714285715,0.5714285714285715,0.0,6012,MLPClassifier,,,,,,,identity,"(75, 45)",invscaling,500000.0,sgd +0.8068459033966064,0.0,0.0121941566467285,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6785714285714286,0.6785714285714286,0.0,5542,0.6206896551724138,0.6206896551724138,0.0,5562,0.4418604651162791,0.4418604651162791,0.0,6097,0.5352112676056338,0.5352112676056338,0.0,6065,MLPClassifier,,,,,,,identity,"(100, 40, 60)",invscaling,500000.0,sgd +0.2746891975402832,0.0,0.0097427368164062,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6923076923076923,0.6923076923076923,0.0,5442,0.6206896551724138,0.6206896551724138,0.0,5562,0.4186046511627907,0.4186046511627907,0.0,6108,0.5217391304347826,0.5217391304347826,0.0,6081,MLPClassifier,,,,,,,identity,"(20, 80, 60)",invscaling,500000.0,sgd +0.08255314826965332,0.0,0.0081772804260253,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7083333333333334,0.7083333333333334,0.0,5160,0.6206896551724138,0.6206896551724138,0.0,5562,0.3953488372093023,0.3953488372093023,0.0,6116,0.5074626865671642,0.5074626865671642,0.0,6093,MLPClassifier,,,,,,,tanh,90,invscaling,500000.0,sgd +0.424314022064209,0.0,0.009944200515747,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5584415584415584,0.5584415584415584,0.0,5723,0.6091954022988506,0.6091954022988506,0.0,5579,1.0,1.0,0.0,1,0.7166666666666666,0.7166666666666666,0.0,5070,MLPClassifier,,,,,,,tanh,"(80, 80, 60)",invscaling,500000.0,sgd +0.19768500328063965,0.0,0.0088677406311035,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5671641791044776,0.5671641791044776,0.0,5705,0.6091954022988506,0.6091954022988506,0.0,5579,0.8837209302325582,0.8837209302325582,0.0,3367,0.6909090909090908,0.6909090909090908,0.0,5438,MLPClassifier,,,,,,,identity,"(75, 75)",invscaling,500000.0,sgd +0.8224849700927734,0.0,0.0109519958496093,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5737704918032787,0.5737704918032787,0.0,5692,0.6091954022988506,0.6091954022988506,0.0,5579,0.813953488372093,0.813953488372093,0.0,3937,0.673076923076923,0.673076923076923,0.0,5524,MLPClassifier,,,,,,,identity,"(80, 40, 80)",invscaling,500000.0,sgd +0.045604705810546875,0.0,0.01182222366333,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5737704918032787,0.5737704918032787,0.0,5692,0.6091954022988506,0.6091954022988506,0.0,5579,0.813953488372093,0.813953488372093,0.0,3937,0.673076923076923,0.673076923076923,0.0,5524,MLPClassifier,,,,,,,relu,50,invscaling,500000.0,sgd +0.745711088180542,0.0,0.0139310359954833,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5789473684210527,0.5789473684210527,0.0,5681,0.6091954022988506,0.6091954022988506,0.0,5579,0.7674418604651163,0.7674418604651163,0.0,5116,0.66,0.66,0.0,5811,MLPClassifier,,,,,,,identity,"(60, 80, 40)",invscaling,500000.0,sgd +0.05455899238586426,0.0,0.0109238624572753,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.5789473684210527,0.5789473684210527,0.0,5681,0.6091954022988506,0.6091954022988506,0.0,5579,0.7674418604651163,0.7674418604651163,0.0,5116,0.66,0.66,0.0,5811,MLPClassifier,,,,,,,logistic,"(30, 60)",constant,500000.0,sgd +0.13492703437805176,0.0,0.0090649127960205,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5918367346938775,0.5918367346938775,0.0,5660,0.6091954022988506,0.6091954022988506,0.0,5579,0.6744186046511628,0.6744186046511628,0.0,5890,0.6304347826086958,0.6304347826086958,0.0,5903,MLPClassifier,,,,,,,relu,"(90, 60)",invscaling,500000.0,sgd +1.487.865.924.835.200,0.0,0.0110371112823486,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6,0.6,0.0,5646,0.6091954022988506,0.6091954022988506,0.0,5579,0.627906976744186,0.627906976744186,0.0,5984,0.6136363636363636,0.6136363636363636,0.0,5945,MLPClassifier,,,,,,,identity,"(100, 60, 20)",invscaling,500000.0,sgd +0.6180109977722168,0.0,0.0128722190856933,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6046511627906976,0.6046511627906976,0.0,5645,0.6091954022988506,0.6091954022988506,0.0,5579,0.6046511627906976,0.6046511627906976,0.0,6006,0.6046511627906976,0.6046511627906976,0.0,5965,MLPClassifier,,,,,,,tanh,"(100, 60, 20)",invscaling,500000.0,sgd +0.0745081901550293,0.0,0.0078418254852294,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6216216216216216,0.6216216216216216,0.0,5629,0.6091954022988506,0.6091954022988506,0.0,5579,0.5348837209302325,0.5348837209302325,0.0,6048,0.575,0.575,0.0,6011,MLPClassifier,,,,,,,tanh,55,invscaling,500000.0,sgd +0.9253549575805664,0.0,0.0106477737426757,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6285714285714286,0.6285714285714286,0.0,5622,0.6091954022988506,0.6091954022988506,0.0,5579,0.5116279069767442,0.5116279069767442,0.0,6058,0.5641025641025641,0.5641025641025641,0.0,6023,MLPClassifier,,,,,,,identity,"(100, 20, 20)",invscaling,500000.0,sgd +0.4327890872955322,0.0,0.0092940330505371,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6551724137931034,0.6551724137931034,0.0,5597,0.6091954022988506,0.6091954022988506,0.0,5579,0.4418604651162791,0.4418604651162791,0.0,6097,0.5277777777777777,0.5277777777777777,0.0,6077,MLPClassifier,,,,,,,logistic,"(75, 60)",adaptive,500000.0,sgd +0.42646217346191406,0.0,0.0099170207977294,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.6091954022988506,0.6091954022988506,0.0,5579,0.4186046511627907,0.4186046511627907,0.0,6108,0.5142857142857143,0.5142857142857143,0.0,6087,MLPClassifier,,,,,,,identity,"(60, 60, 100)",invscaling,500000.0,sgd +1.446.579.933.166.500,0.0,0.0124070644378662,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.68,0.68,0.0,5538,0.6091954022988506,0.6091954022988506,0.0,5579,0.3953488372093023,0.3953488372093023,0.0,6116,0.5,0.5,0.0,6096,MLPClassifier,,,,,,,identity,"(40, 40, 100)",invscaling,500000.0,sgd +0.30855298042297363,0.0,0.0099730491638183,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.68,0.68,0.0,5538,0.6091954022988506,0.6091954022988506,0.0,5579,0.3953488372093023,0.3953488372093023,0.0,6116,0.5,0.5,0.0,6096,MLPClassifier,,,,,,,tanh,"(60, 100, 60)",invscaling,500000.0,sgd +0.23253703117370605,0.0,0.0158421993255615,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7647058823529411,0.7647058823529411,0.0,2637,0.6091954022988506,0.6091954022988506,0.0,5579,0.3023255813953488,0.3023255813953488,0.0,6167,0.4333333333333333,0.4333333333333333,0.0,6136,MLPClassifier,,,,,,,identity,"(20, 100, 40)",invscaling,500000.0,sgd +0.14107012748718262,0.0,0.0086221694946289,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7647058823529411,0.7647058823529411,0.0,2637,0.6091954022988506,0.6091954022988506,0.0,5579,0.3023255813953488,0.3023255813953488,0.0,6167,0.4333333333333333,0.4333333333333333,0.0,6136,MLPClassifier,,,,,,,tanh,95,invscaling,500000.0,sgd +0.07285380363464355,0.0,0.0075712203979492,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7647058823529411,0.7647058823529411,0.0,2637,0.6091954022988506,0.6091954022988506,0.0,5579,0.3023255813953488,0.3023255813953488,0.0,6167,0.4333333333333333,0.4333333333333333,0.0,6136,MLPClassifier,,,,,,,relu,"(30, 30)",invscaling,500000.0,sgd +0.09484004974365234,0.0,0.0093588829040527,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.8461538461538461,0.8461538461538461,0.0,56,0.6091954022988506,0.6091954022988506,0.0,5579,0.2558139534883721,0.2558139534883721,0.0,6186,0.3928571428571428,0.3928571428571428,0.0,6169,MLPClassifier,,,,,,,tanh,"(20, 20, 20)",invscaling,500000.0,sgd +0.07856988906860352,0.0,0.0075938701629638,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.8461538461538461,0.8461538461538461,0.0,56,0.6091954022988506,0.6091954022988506,0.0,5579,0.2558139534883721,0.2558139534883721,0.0,6186,0.3928571428571428,0.3928571428571428,0.0,6169,MLPClassifier,,,,,,,relu,25,invscaling,500000.0,sgd +0.19482803344726562,0.0,0.0095107555389404,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.6091954022988506,0.6091954022988506,0.0,5579,0.2093023255813953,0.2093023255813953,0.0,6198,0.3461538461538462,0.3461538461538462,0.0,6186,MLPClassifier,,,,,,,relu,"(60, 80, 100)",invscaling,500000.0,sgd +0.6836459636688232,0.0,0.0118420124053955,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5512820512820513,0.5512820512820513,0.0,5737,0.5977011494252874,0.5977011494252874,0.0,5600,1.0,1.0,0.0,1,0.7107438016528926,0.7107438016528926,0.0,5174,MLPClassifier,,,,,,,identity,"(90, 75)",invscaling,500000.0,sgd +1.381.580.114.364.620,0.0,0.0149328708648681,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5512820512820513,0.5512820512820513,0.0,5737,0.5977011494252874,0.5977011494252874,0.0,5600,1.0,1.0,0.0,1,0.7107438016528926,0.7107438016528926,0.0,5174,MLPClassifier,,,,,,,identity,"(60, 100, 60)",invscaling,500000.0,sgd +0.060981035232543945,0.0,0.0134799480438232,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5526315789473685,0.5526315789473685,0.0,5735,0.5977011494252874,0.5977011494252874,0.0,5600,0.9767441860465116,0.9767441860465116,0.0,1284,0.7058823529411765,0.7058823529411765,0.0,5178,MLPClassifier,,,,,,,logistic,"(60, 45)",invscaling,500000.0,sgd +0.6667468547821045,0.0,0.0100111961364746,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5540540540540541,0.5540540540540541,0.0,5733,0.5977011494252874,0.5977011494252874,0.0,5600,0.9534883720930232,0.9534883720930232,0.0,2739,0.7008547008547009,0.7008547008547009,0.0,5339,MLPClassifier,,,,,,,identity,"(60, 30)",invscaling,500000.0,sgd +0.0806112289428711,0.0,0.0077979564666748,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5555555555555556,0.5555555555555556,0.0,5726,0.5977011494252874,0.5977011494252874,0.0,5600,0.9302325581395348,0.9302325581395348,0.0,3215,0.6956521739130435,0.6956521739130435,0.0,5433,MLPClassifier,,,,,,,tanh,"(30, 30)",invscaling,500000.0,sgd +0.28046703338623047,0.0,0.0090219974517822,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.5588235294117647,0.5588235294117647,0.0,5722,0.5977011494252874,0.5977011494252874,0.0,5600,0.8837209302325582,0.8837209302325582,0.0,3367,0.6846846846846847,0.6846846846846847,0.0,5477,MLPClassifier,,,,,,,logistic,"(30, 60)",adaptive,500000.0,sgd +15.129.740.238.189.600,0.0,0.0127527713775634,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5606060606060606,0.5606060606060606,0.0,5717,0.5977011494252874,0.5977011494252874,0.0,5600,0.8604651162790697,0.8604651162790697,0.0,3618,0.6788990825688073,0.6788990825688073,0.0,5498,MLPClassifier,,,,,,,identity,"(80, 80, 60)",invscaling,500000.0,sgd +0.6049120426177979,0.0,0.0165789127349853,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5666666666666667,0.5666666666666667,0.0,5706,0.5977011494252874,0.5977011494252874,0.0,5600,0.7906976744186046,0.7906976744186046,0.0,4827,0.6601941747572816,0.6601941747572816,0.0,5810,MLPClassifier,,,,,,,tanh,"(60, 60, 100)",invscaling,500000.0,sgd +0.31117796897888184,0.0,0.0104260444641113,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5714285714285714,0.5714285714285714,0.0,5695,0.5977011494252874,0.5977011494252874,0.0,5600,0.7441860465116279,0.7441860465116279,0.0,5303,0.6464646464646464,0.6464646464646464,0.0,5850,MLPClassifier,,,,,,,identity,"(100, 60, 80)",invscaling,500000.0,sgd +0.1078341007232666,0.0,0.0080490112304687,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5769230769230769,0.5769230769230769,0.0,5685,0.5977011494252874,0.5977011494252874,0.0,5600,0.6976744186046512,0.6976744186046512,0.0,5651,0.631578947368421,0.631578947368421,0.0,5901,MLPClassifier,,,,,,,tanh,80,invscaling,500000.0,sgd +0.09440302848815918,0.0,0.0092508792877197,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5769230769230769,0.5769230769230769,0.0,5685,0.5977011494252874,0.5977011494252874,0.0,5600,0.6976744186046512,0.6976744186046512,0.0,5651,0.631578947368421,0.631578947368421,0.0,5901,MLPClassifier,,,,,,,tanh,"(45, 45)",invscaling,500000.0,sgd +0.048786163330078125,0.0,0.0095620155334472,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.58,0.58,0.0,5678,0.5977011494252874,0.5977011494252874,0.0,5600,0.6744186046511628,0.6744186046511628,0.0,5890,0.6236559139784946,0.6236559139784946,0.0,5923,MLPClassifier,,,,,,,identity,15,invscaling,500000.0,sgd +0.622870922088623,0.0,0.0091230869293212,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.58,0.58,0.0,5678,0.5977011494252874,0.5977011494252874,0.0,5600,0.6744186046511628,0.6744186046511628,0.0,5890,0.6236559139784946,0.6236559139784946,0.0,5923,MLPClassifier,,,,,,,identity,"(90, 60)",invscaling,500000.0,sgd +0.6756711006164551,0.0,0.0084221363067626,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.58,0.58,0.0,5678,0.5977011494252874,0.5977011494252874,0.0,5600,0.6744186046511628,0.6744186046511628,0.0,5890,0.6236559139784946,0.6236559139784946,0.0,5923,MLPClassifier,,,,,,,identity,"(20, 40, 40)",invscaling,500000.0,sgd +0.21788811683654785,0.0,0.0102190971374511,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5869565217391305,0.5869565217391305,0.0,5665,0.5977011494252874,0.5977011494252874,0.0,5600,0.627906976744186,0.627906976744186,0.0,5984,0.6067415730337078,0.6067415730337078,0.0,5962,MLPClassifier,,,,,,,tanh,"(90, 30)",invscaling,500000.0,sgd +1.109.325.885.772.700,0.0,0.0158350467681884,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6,0.6,0.0,5646,0.5977011494252874,0.5977011494252874,0.0,5600,0.5581395348837209,0.5581395348837209,0.0,6034,0.5783132530120482,0.5783132530120482,0.0,6007,MLPClassifier,,,,,,,identity,"(40, 100, 80)",invscaling,500000.0,sgd +12.672.901.153.564.400,0.0,0.0093739032745361,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6052631578947368,0.6052631578947368,0.0,5644,0.5977011494252874,0.5977011494252874,0.0,5600,0.5348837209302325,0.5348837209302325,0.0,6048,0.5679012345679012,0.5679012345679012,0.0,6019,MLPClassifier,,,,,,,identity,"(40, 60, 100)",invscaling,500000.0,sgd +0.13062405586242676,0.0,0.009037971496582,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.625,0.625,0.0,5626,0.5977011494252874,0.5977011494252874,0.0,5600,0.4651162790697674,0.4651162790697674,0.0,6083,0.5333333333333334,0.5333333333333334,0.0,6066,MLPClassifier,,,,,,,logistic,"(100, 40, 100)",constant,500000.0,sgd +0.08666586875915527,0.0,0.0086619853973388,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.625,0.625,0.0,5626,0.5977011494252874,0.5977011494252874,0.0,5600,0.4651162790697674,0.4651162790697674,0.0,6083,0.5333333333333334,0.5333333333333334,0.0,6066,MLPClassifier,,,,,,,relu,55,invscaling,500000.0,sgd +0.33042407035827637,0.0,0.0087697505950927,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6333333333333333,0.6333333333333333,0.0,5615,0.5977011494252874,0.5977011494252874,0.0,5600,0.4418604651162791,0.4418604651162791,0.0,6097,0.5205479452054794,0.5205479452054794,0.0,6082,MLPClassifier,,,,,,,tanh,"(30, 90)",invscaling,500000.0,sgd +0.08811497688293457,0.0,0.009070873260498,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.5977011494252874,0.5977011494252874,0.0,5600,0.3255813953488372,0.3255813953488372,0.0,6155,0.4444444444444445,0.4444444444444445,0.0,6128,MLPClassifier,,,,,,,relu,"(60, 40, 60)",invscaling,500000.0,sgd +0.10358405113220215,0.0,0.0077588558197021,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7222222222222222,0.7222222222222222,0.0,4712,0.5977011494252874,0.5977011494252874,0.0,5600,0.3023255813953488,0.3023255813953488,0.0,6167,0.4262295081967213,0.4262295081967213,0.0,6143,MLPClassifier,,,,,,,relu,70,invscaling,500000.0,sgd +18.461.241.722.106.900,0.0,0.0127608776092529,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.5977011494252874,0.5977011494252874,0.0,5600,0.2790697674418604,0.2790697674418604,0.0,6176,0.4067796610169491,0.4067796610169491,0.0,6153,MLPClassifier,,,,,,,identity,"(100, 20, 60)",invscaling,500000.0,sgd +0.7440369129180908,0.0,0.0099401473999023,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.5977011494252874,0.5977011494252874,0.0,5600,0.2790697674418604,0.2790697674418604,0.0,6176,0.4067796610169491,0.4067796610169491,0.0,6153,MLPClassifier,,,,,,,identity,"(100, 80, 20)",invscaling,500000.0,sgd +0.004266977310180664,0.0,0.0043339729309082,0.0,"{'gamma': 'scale', 'kernel': 'poly'}",0.8333333333333334,0.8333333333333334,0.0,1,0.5977011494252874,0.5977011494252874,0.0,8,0.2325581395348837,0.2325581395348837,0.0,8,0.3636363636363636,0.3636363636363636,0.0,8,SVC,scale,poly,,,,,,,,, +0.8032457828521729,0.0,0.0158069133758544,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.9,0.9,0.0,18,0.5977011494252874,0.5977011494252874,0.0,5600,0.2093023255813953,0.2093023255813953,0.0,6198,0.339622641509434,0.339622641509434,0.0,6190,MLPClassifier,,,,,,,identity,"(40, 40, 60)",invscaling,500000.0,sgd +0.7782552242279053,0.0,0.009131908416748,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.559322033898305,0.559322033898305,0.0,5720,0.5862068965517241,0.5862068965517241,0.0,5625,0.7674418604651163,0.7674418604651163,0.0,5116,0.6470588235294118,0.6470588235294118,0.0,5848,MLPClassifier,,,,,,,identity,"(20, 60, 20)",invscaling,500000.0,sgd +0.3541259765625,0.0,0.0125758647918701,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.559322033898305,0.559322033898305,0.0,5720,0.5862068965517241,0.5862068965517241,0.0,5625,0.7674418604651163,0.7674418604651163,0.0,5116,0.6470588235294118,0.6470588235294118,0.0,5848,MLPClassifier,,,,,,,tanh,"(60, 40, 60)",invscaling,500000.0,sgd +12.890.548.706.054.600,0.0,0.014521837234497,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5614035087719298,0.5614035087719298,0.0,5715,0.5862068965517241,0.5862068965517241,0.0,5625,0.7441860465116279,0.7441860465116279,0.0,5303,0.6399999999999999,0.6399999999999999,0.0,5880,MLPClassifier,,,,,,,identity,"(20, 80, 80)",invscaling,500000.0,sgd +0.19131994247436523,0.0,0.0096180438995361,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5614035087719298,0.5614035087719298,0.0,5715,0.5862068965517241,0.5862068965517241,0.0,5625,0.7441860465116279,0.7441860465116279,0.0,5303,0.6399999999999999,0.6399999999999999,0.0,5880,MLPClassifier,,,,,,,identity,"(100, 20, 100)",invscaling,500000.0,sgd +0.7482070922851562,0.0,0.0097851753234863,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5660377358490566,0.5660377358490566,0.0,5708,0.5862068965517241,0.5862068965517241,0.0,5625,0.6976744186046512,0.6976744186046512,0.0,5651,0.625,0.625,0.0,5920,MLPClassifier,,,,,,,identity,"(60, 15)",invscaling,500000.0,sgd +0.655238151550293,0.0,0.0104458332061767,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5660377358490566,0.5660377358490566,0.0,5708,0.5862068965517241,0.5862068965517241,0.0,5625,0.6976744186046512,0.6976744186046512,0.0,5651,0.625,0.625,0.0,5920,MLPClassifier,,,,,,,identity,"(20, 60, 100)",invscaling,500000.0,sgd +2.909.796.953.201.290,0.0,0.013481855392456,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5660377358490566,0.5660377358490566,0.0,5708,0.5862068965517241,0.5862068965517241,0.0,5625,0.6976744186046512,0.6976744186046512,0.0,5651,0.625,0.625,0.0,5920,MLPClassifier,,,,,,,identity,"(40, 20, 60)",invscaling,500000.0,sgd +10.944.969.654.083.200,0.0,0.0117888450622558,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5714285714285714,0.5714285714285714,0.0,5695,0.5862068965517241,0.5862068965517241,0.0,5625,0.6511627906976745,0.6511627906976745,0.0,5953,0.6086956521739131,0.6086956521739131,0.0,5958,MLPClassifier,,,,,,,identity,"(80, 100, 20)",invscaling,500000.0,sgd +1.875.840.187.072.750,0.0,0.0130960941314697,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.574468085106383,0.574468085106383,0.0,5690,0.5862068965517241,0.5862068965517241,0.0,5625,0.627906976744186,0.627906976744186,0.0,5984,0.6,0.6,0.0,5972,MLPClassifier,,,,,,,identity,"(60, 100, 80)",invscaling,500000.0,sgd +0.09407281875610352,0.0,0.0086498260498046,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.574468085106383,0.574468085106383,0.0,5690,0.5862068965517241,0.5862068965517241,0.0,5625,0.627906976744186,0.627906976744186,0.0,5984,0.6,0.6,0.0,5972,MLPClassifier,,,,,,,relu,"(90, 45)",invscaling,500000.0,sgd +0.22124409675598145,0.0,0.0142519474029541,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5853658536585366,0.5853658536585366,0.0,5668,0.5862068965517241,0.5862068965517241,0.0,5625,0.5581395348837209,0.5581395348837209,0.0,6034,0.5714285714285714,0.5714285714285714,0.0,6013,MLPClassifier,,,,,,,tanh,"(60, 20, 100)",invscaling,500000.0,sgd +0.3778848648071289,0.0,0.0101161003112792,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5945945945945946,0.5945945945945946,0.0,5657,0.5862068965517241,0.5862068965517241,0.0,5625,0.5116279069767442,0.5116279069767442,0.0,6058,0.55,0.55,0.0,6048,MLPClassifier,,,,,,,identity,"(80, 20, 60)",invscaling,500000.0,sgd +0.0920870304107666,0.0,0.0107710361480712,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6206896551724138,0.6206896551724138,0.0,5630,0.5862068965517241,0.5862068965517241,0.0,5625,0.4186046511627907,0.4186046511627907,0.0,6108,0.5,0.5,0.0,6096,MLPClassifier,,,,,,,tanh,"(20, 20, 80)",invscaling,500000.0,sgd +0.08562088012695312,0.0,0.0076799392700195,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6206896551724138,0.6206896551724138,0.0,5630,0.5862068965517241,0.5862068965517241,0.0,5625,0.4186046511627907,0.4186046511627907,0.0,6108,0.5,0.5,0.0,6096,MLPClassifier,,,,,,,relu,"(45, 30)",invscaling,500000.0,sgd +0.07753801345825195,0.0,0.0079798698425292,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6296296296296297,0.6296296296296297,0.0,5619,0.5862068965517241,0.5862068965517241,0.0,5625,0.3953488372093023,0.3953488372093023,0.0,6116,0.4857142857142857,0.4857142857142857,0.0,6108,MLPClassifier,,,,,,,relu,"(30, 90)",invscaling,500000.0,sgd +0.754572868347168,0.0,0.012679100036621,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.64,0.64,0.0,5609,0.5862068965517241,0.5862068965517241,0.0,5625,0.3720930232558139,0.3720930232558139,0.0,6137,0.4705882352941177,0.4705882352941177,0.0,6118,MLPClassifier,,,,,,,identity,"(80, 100, 100)",invscaling,500000.0,sgd +0.47792792320251465,0.0,0.0094199180603027,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6521739130434783,0.6521739130434783,0.0,5598,0.5862068965517241,0.5862068965517241,0.0,5625,0.3488372093023256,0.3488372093023256,0.0,6145,0.4545454545454546,0.4545454545454546,0.0,6124,MLPClassifier,,,,,,,tanh,"(80, 60, 80)",invscaling,500000.0,sgd +0.6243929862976074,0.0,0.0092120170593261,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.5862068965517241,0.5862068965517241,0.0,5625,0.3255813953488372,0.3255813953488372,0.0,6155,0.4375,0.4375,0.0,6132,MLPClassifier,,,,,,,identity,"(20, 60, 60)",invscaling,500000.0,sgd +0.15754079818725586,0.0,0.0149252414703369,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7058823529411765,0.7058823529411765,0.0,5203,0.5862068965517241,0.5862068965517241,0.0,5625,0.2790697674418604,0.2790697674418604,0.0,6176,0.4,0.4,0.0,6158,MLPClassifier,,,,,,,logistic,"(75, 90)",constant,500000.0,sgd +0.1312859058380127,0.0,0.007991075515747,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7058823529411765,0.7058823529411765,0.0,5203,0.5862068965517241,0.5862068965517241,0.0,5625,0.2790697674418604,0.2790697674418604,0.0,6176,0.4,0.4,0.0,6158,MLPClassifier,,,,,,,tanh,"(15, 90)",invscaling,500000.0,sgd +0.20648479461669922,0.0,0.0086572170257568,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.7333333333333333,0.7333333333333333,0.0,3760,0.5862068965517241,0.5862068965517241,0.0,5625,0.2558139534883721,0.2558139534883721,0.0,6186,0.3793103448275862,0.3793103448275862,0.0,6177,MLPClassifier,,,,,,,logistic,"(60, 60, 60)",constant,500000.0,sgd +0.165924072265625,0.0,0.008721113204956,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.8181818181818182,0.8181818181818182,0.0,539,0.5862068965517241,0.5862068965517241,0.0,5625,0.2093023255813953,0.2093023255813953,0.0,6198,0.3333333333333333,0.3333333333333333,0.0,6191,MLPClassifier,,,,,,,relu,"(60, 90)",invscaling,500000.0,sgd +0.23903703689575195,0.0,0.0118539333343505,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5394736842105263,0.5394736842105263,0.0,5746,0.5747126436781609,0.5747126436781609,0.0,5647,0.9534883720930232,0.9534883720930232,0.0,2739,0.6890756302521007,0.6890756302521007,0.0,5467,MLPClassifier,,,,,,,relu,"(60, 100, 80)",invscaling,500000.0,sgd +0.5514488220214844,0.0,0.009078025817871,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5517241379310345,0.5517241379310345,0.0,5736,0.5747126436781609,0.5747126436781609,0.0,5647,0.7441860465116279,0.7441860465116279,0.0,5303,0.6336633663366337,0.6336633663366337,0.0,5897,MLPClassifier,,,,,,,identity,"(75, 15)",invscaling,500000.0,sgd +0.18384289741516113,0.0,0.0101282596588134,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5535714285714286,0.5535714285714286,0.0,5734,0.5747126436781609,0.5747126436781609,0.0,5647,0.7209302325581395,0.7209302325581395,0.0,5439,0.6262626262626263,0.6262626262626263,0.0,5918,MLPClassifier,,,,,,,relu,"(100, 100, 100)",invscaling,500000.0,sgd +0.3289978504180908,0.0,0.0141770839691162,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5555555555555556,0.5555555555555556,0.0,5726,0.5747126436781609,0.5747126436781609,0.0,5647,0.6976744186046512,0.6976744186046512,0.0,5651,0.6185567010309277,0.6185567010309277,0.0,5932,MLPClassifier,,,,,,,identity,55,invscaling,500000.0,sgd +0.8663029670715332,0.0,0.0125479698181152,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5576923076923077,0.5576923076923077,0.0,5724,0.5747126436781609,0.5747126436781609,0.0,5647,0.6744186046511628,0.6744186046511628,0.0,5890,0.6105263157894736,0.6105263157894736,0.0,5953,MLPClassifier,,,,,,,identity,"(90, 30)",invscaling,500000.0,sgd +0.44133710861206055,0.0,0.009657859802246,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5576923076923077,0.5576923076923077,0.0,5724,0.5747126436781609,0.5747126436781609,0.0,5647,0.6744186046511628,0.6744186046511628,0.0,5890,0.6105263157894736,0.6105263157894736,0.0,5953,MLPClassifier,,,,,,,tanh,"(100, 60, 100)",invscaling,500000.0,sgd +0.1405808925628662,0.0,0.0096497535705566,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.56,0.56,0.0,5718,0.5747126436781609,0.5747126436781609,0.0,5647,0.6511627906976745,0.6511627906976745,0.0,5953,0.6021505376344087,0.6021505376344087,0.0,5967,MLPClassifier,,,,,,,tanh,"(20, 20, 100)",invscaling,500000.0,sgd +0.18455076217651367,0.0,0.0109901428222656,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5652173913043478,0.5652173913043478,0.0,5711,0.5747126436781609,0.5747126436781609,0.0,5647,0.6046511627906976,0.6046511627906976,0.0,6006,0.5842696629213482,0.5842696629213482,0.0,5997,MLPClassifier,,,,,,,identity,"(60, 40, 60)",invscaling,500000.0,sgd +0.4625871181488037,0.0,0.0087089538574218,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5789473684210527,0.5789473684210527,0.0,5681,0.5747126436781609,0.5747126436781609,0.0,5647,0.5116279069767442,0.5116279069767442,0.0,6058,0.5432098765432098,0.5432098765432098,0.0,6058,MLPClassifier,,,,,,,tanh,"(20, 60, 60)",invscaling,500000.0,sgd +1.567.009.687.423.700,0.0,0.0138251781463623,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5833333333333334,0.5833333333333334,0.0,5670,0.5747126436781609,0.5747126436781609,0.0,5647,0.4883720930232558,0.4883720930232558,0.0,6071,0.5316455696202531,0.5316455696202531,0.0,6071,MLPClassifier,,,,,,,identity,"(80, 20, 20)",invscaling,500000.0,sgd +0.22627496719360352,0.0,0.0090210437774658,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5833333333333334,0.5833333333333334,0.0,5670,0.5747126436781609,0.5747126436781609,0.0,5647,0.4883720930232558,0.4883720930232558,0.0,6071,0.5316455696202531,0.5316455696202531,0.0,6071,MLPClassifier,,,,,,,tanh,"(40, 60, 80)",invscaling,500000.0,sgd +0.20432806015014648,0.0,0.012498140335083,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6071428571428571,0.6071428571428571,0.0,5642,0.5747126436781609,0.5747126436781609,0.0,5647,0.3953488372093023,0.3953488372093023,0.0,6116,0.4788732394366197,0.4788732394366197,0.0,6114,MLPClassifier,,,,,,,identity,"(60, 60)",invscaling,500000.0,sgd +0.37724900245666504,0.0,0.0086441040039062,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6071428571428571,0.6071428571428571,0.0,5642,0.5747126436781609,0.5747126436781609,0.0,5647,0.3953488372093023,0.3953488372093023,0.0,6116,0.4788732394366197,0.4788732394366197,0.0,6114,MLPClassifier,,,,,,,tanh,"(60, 80, 60)",invscaling,500000.0,sgd +0.20226097106933594,0.0,0.0086519718170166,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6363636363636364,0.6363636363636364,0.0,5614,0.5747126436781609,0.5747126436781609,0.0,5647,0.3255813953488372,0.3255813953488372,0.0,6155,0.4307692307692308,0.4307692307692308,0.0,6139,MLPClassifier,,,,,,,identity,60,invscaling,500000.0,sgd +13.161.470.890.045.100,0.0,0.0095748901367187,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.65,0.65,0.0,5599,0.5747126436781609,0.5747126436781609,0.0,5647,0.3023255813953488,0.3023255813953488,0.0,6167,0.4126984126984127,0.4126984126984127,0.0,6148,MLPClassifier,,,,,,,tanh,"(80, 80, 100)",invscaling,500000.0,sgd +11.656.060.218.811.000,0.0,0.0097098350524902,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.5747126436781609,0.5747126436781609,0.0,5647,0.2790697674418604,0.2790697674418604,0.0,6176,0.3934426229508197,0.3934426229508197,0.0,6167,MLPClassifier,,,,,,,identity,"(45, 15)",invscaling,500000.0,sgd +0.8912498950958252,0.0,0.0100941658020019,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.5747126436781609,0.5747126436781609,0.0,5647,0.2790697674418604,0.2790697674418604,0.0,6176,0.3934426229508197,0.3934426229508197,0.0,6167,MLPClassifier,,,,,,,tanh,"(80, 100, 80)",invscaling,500000.0,sgd +100.600.004.196.167,0.0,0.0084691047668457,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.5747126436781609,0.5747126436781609,0.0,5647,0.2093023255813953,0.2093023255813953,0.0,6198,0.3272727272727272,0.3272727272727272,0.0,6194,MLPClassifier,,,,,,,identity,"(30, 15)",invscaling,500000.0,sgd +0.2864651679992676,0.0,0.0105898380279541,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.8,0.8,0.0,1178,0.5747126436781609,0.5747126436781609,0.0,5647,0.1860465116279069,0.1860465116279069,0.0,6213,0.3018867924528302,0.3018867924528302,0.0,6205,MLPClassifier,,,,,,,logistic,"(15, 75)",adaptive,500000.0,sgd +0.11255812644958496,0.0,0.008599042892456,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.8,0.8,0.0,1178,0.5747126436781609,0.5747126436781609,0.0,5647,0.1860465116279069,0.1860465116279069,0.0,6213,0.3018867924528302,0.3018867924528302,0.0,6205,MLPClassifier,,,,,,,relu,"(40, 40, 40)",invscaling,500000.0,sgd +0.9422039985656738,0.0,0.00968599319458,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5308641975308642,0.5308641975308642,0.0,5764,0.5632183908045977,0.5632183908045977,0.0,5667,1.0,1.0,0.0,1,0.6935483870967741,0.6935483870967741,0.0,5435,MLPClassifier,,,,,,,identity,"(60, 60, 60)",invscaling,500000.0,sgd +0.3827400207519531,0.0,0.0092630386352539,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.5308641975308642,0.5308641975308642,0.0,5764,0.5632183908045977,0.5632183908045977,0.0,5667,1.0,1.0,0.0,1,0.6935483870967741,0.6935483870967741,0.0,5435,MLPClassifier,,,,,,,logistic,"(60, 60)",adaptive,500000.0,sgd +0.1867210865020752,0.0,0.0114490985870361,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.5308641975308642,0.5308641975308642,0.0,5764,0.5632183908045977,0.5632183908045977,0.0,5667,1.0,1.0,0.0,1,0.6935483870967741,0.6935483870967741,0.0,5435,MLPClassifier,,,,,,,logistic,"(90, 60)",constant,500000.0,sgd +0.4292309284210205,0.0,0.0116910934448242,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5384615384615384,0.5384615384615384,0.0,5747,0.5632183908045977,0.5632183908045977,0.0,5667,0.813953488372093,0.813953488372093,0.0,3937,0.6481481481481481,0.6481481481481481,0.0,5845,MLPClassifier,,,,,,,tanh,"(40, 100, 20)",invscaling,500000.0,sgd +0.9247128963470459,0.0,0.0101749897003173,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5384615384615384,0.5384615384615384,0.0,5747,0.5632183908045977,0.5632183908045977,0.0,5667,0.813953488372093,0.813953488372093,0.0,3937,0.6481481481481481,0.6481481481481481,0.0,5845,MLPClassifier,,,,,,,tanh,"(40, 100, 100)",invscaling,500000.0,sgd +0.7080228328704834,0.0,0.0147440433502197,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.543859649122807,0.543859649122807,0.0,5744,0.5632183908045977,0.5632183908045977,0.0,5667,0.7209302325581395,0.7209302325581395,0.0,5439,0.6200000000000001,0.6200000000000001,0.0,5931,MLPClassifier,,,,,,,identity,"(75, 30)",invscaling,500000.0,sgd +0.6287529468536377,0.0,0.0096750259399414,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5490196078431373,0.5490196078431373,0.0,5739,0.5632183908045977,0.5632183908045977,0.0,5667,0.6511627906976745,0.6511627906976745,0.0,5953,0.5957446808510639,0.5957446808510639,0.0,5980,MLPClassifier,,,,,,,identity,"(45, 30)",invscaling,500000.0,sgd +0.7996811866760254,0.0,0.0107438564300537,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5490196078431373,0.5490196078431373,0.0,5739,0.5632183908045977,0.5632183908045977,0.0,5667,0.6511627906976745,0.6511627906976745,0.0,5953,0.5957446808510639,0.5957446808510639,0.0,5980,MLPClassifier,,,,,,,identity,"(80, 80, 20)",invscaling,500000.0,sgd +0.5747148990631104,0.0,0.0094330310821533,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5555555555555556,0.5555555555555556,0.0,5726,0.5632183908045977,0.5632183908045977,0.0,5667,0.5813953488372093,0.5813953488372093,0.0,6016,0.5681818181818183,0.5681818181818183,0.0,6018,MLPClassifier,,,,,,,tanh,"(40, 80, 80)",invscaling,500000.0,sgd +12.161.929.607.391.300,0.0,0.0169179439544677,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5714285714285714,0.5714285714285714,0.0,5695,0.5632183908045977,0.5632183908045977,0.0,5667,0.4651162790697674,0.4651162790697674,0.0,6083,0.5128205128205128,0.5128205128205128,0.0,6088,MLPClassifier,,,,,,,identity,"(20, 100, 80)",invscaling,500000.0,sgd +0.11342310905456543,0.0,0.009211778640747,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5714285714285714,0.5714285714285714,0.0,5695,0.5632183908045977,0.5632183908045977,0.0,5667,0.4651162790697674,0.4651162790697674,0.0,6083,0.5128205128205128,0.5128205128205128,0.0,6088,MLPClassifier,,,,,,,relu,"(60, 40, 80)",invscaling,500000.0,sgd +16.477.298.736.572.200,0.0,0.0126762390136718,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5757575757575758,0.5757575757575758,0.0,5687,0.5632183908045977,0.5632183908045977,0.0,5667,0.4418604651162791,0.4418604651162791,0.0,6097,0.5,0.5,0.0,6096,MLPClassifier,,,,,,,identity,"(60, 80, 60)",invscaling,500000.0,sgd +0.802454948425293,0.0,0.0094599723815917,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5806451612903226,0.5806451612903226,0.0,5675,0.5632183908045977,0.5632183908045977,0.0,5667,0.4186046511627907,0.4186046511627907,0.0,6108,0.4864864864864865,0.4864864864864865,0.0,6107,MLPClassifier,,,,,,,identity,"(40, 20, 40)",invscaling,500000.0,sgd +1.026.242.733.001.700,0.0,0.0099081993103027,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5862068965517241,0.5862068965517241,0.0,5666,0.5632183908045977,0.5632183908045977,0.0,5667,0.3953488372093023,0.3953488372093023,0.0,6116,0.4722222222222222,0.4722222222222222,0.0,6117,MLPClassifier,,,,,,,tanh,"(100, 80, 60)",invscaling,500000.0,sgd +0.3260619640350342,0.0,0.0092260837554931,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5925925925925926,0.5925925925925926,0.0,5659,0.5632183908045977,0.5632183908045977,0.0,5667,0.3720930232558139,0.3720930232558139,0.0,6137,0.4571428571428571,0.4571428571428571,0.0,6123,MLPClassifier,,,,,,,tanh,"(40, 100, 40)",invscaling,500000.0,sgd +0.20238184928894043,0.0,0.0122570991516113,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6,0.6,0.0,5646,0.5632183908045977,0.5632183908045977,0.0,5667,0.3488372093023256,0.3488372093023256,0.0,6145,0.4411764705882353,0.4411764705882353,0.0,6130,MLPClassifier,,,,,,,identity,"(100, 20, 40)",invscaling,500000.0,sgd +2.963.792.085.647.580,0.0,0.0108239650726318,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6,0.6,0.0,5646,0.5632183908045977,0.5632183908045977,0.0,5667,0.3488372093023256,0.3488372093023256,0.0,6145,0.4411764705882353,0.4411764705882353,0.0,6130,MLPClassifier,,,,,,,identity,"(100, 100, 20)",invscaling,500000.0,sgd +0.13025784492492676,0.0,0.0082402229309082,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6086956521739131,0.6086956521739131,0.0,5640,0.5632183908045977,0.5632183908045977,0.0,5667,0.3255813953488372,0.3255813953488372,0.0,6155,0.4242424242424242,0.4242424242424242,0.0,6145,MLPClassifier,,,,,,,tanh,"(20, 40, 60)",invscaling,500000.0,sgd +0.2559809684753418,0.0,0.0105600357055664,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6190476190476191,0.6190476190476191,0.0,5632,0.5632183908045977,0.5632183908045977,0.0,5667,0.3023255813953488,0.3023255813953488,0.0,6167,0.40625,0.40625,0.0,6155,MLPClassifier,,,,,,,identity,"(45, 90)",invscaling,500000.0,sgd +0.15796875953674316,0.0,0.0096142292022705,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6470588235294118,0.6470588235294118,0.0,5600,0.5632183908045977,0.5632183908045977,0.0,5667,0.2558139534883721,0.2558139534883721,0.0,6186,0.3666666666666667,0.3666666666666667,0.0,6180,MLPClassifier,,,,,,,relu,"(100, 60, 60)",invscaling,500000.0,sgd +0.8746480941772461,0.0,0.0122361183166503,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.5632183908045977,0.5632183908045977,0.0,5667,0.2325581395348837,0.2325581395348837,0.0,6194,0.3448275862068966,0.3448275862068966,0.0,6188,MLPClassifier,,,,,,,identity,"(40, 60, 60)",invscaling,500000.0,sgd +0.3884928226470947,0.0,0.0097019672393798,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6923076923076923,0.6923076923076923,0.0,5442,0.5632183908045977,0.5632183908045977,0.0,5667,0.2093023255813953,0.2093023255813953,0.0,6198,0.3214285714285714,0.3214285714285714,0.0,6196,MLPClassifier,,,,,,,identity,"(40, 20, 100)",invscaling,500000.0,sgd +0.18205904960632324,0.0,0.0090329647064208,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.8571428571428571,0.8571428571428571,0.0,29,0.5632183908045977,0.5632183908045977,0.0,5667,0.1395348837209302,0.1395348837209302,0.0,6227,0.24,0.24,0.0,6225,MLPClassifier,,,,,,,tanh,"(20, 100, 20)",invscaling,500000.0,sgd +0.9715681076049805,0.0,0.0162250995635986,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5632183908045977,0.5632183908045977,0.0,5667,0.1162790697674418,0.1162790697674418,0.0,6235,0.2083333333333333,0.2083333333333333,0.0,6232,MLPClassifier,,,,,,,tanh,"(60, 80, 40)",invscaling,500000.0,sgd +0.658160924911499,0.0,0.0087029933929443,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.524390243902439,0.524390243902439,0.0,5776,0.5517241379310345,0.5517241379310345,0.0,5691,1.0,1.0,0.0,1,0.6880000000000001,0.6880000000000001,0.0,5471,MLPClassifier,,,,,,,identity,"(40, 40, 40)",invscaling,500000.0,sgd +0.8833961486816406,0.0,0.0217359066009521,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.524390243902439,0.524390243902439,0.0,5776,0.5517241379310345,0.5517241379310345,0.0,5691,1.0,1.0,0.0,1,0.6880000000000001,0.6880000000000001,0.0,5471,MLPClassifier,,,,,,,identity,"(80, 60, 80)",invscaling,500000.0,sgd +11.499.509.811.401.300,0.0,0.010430097579956,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.524390243902439,0.524390243902439,0.0,5776,0.5517241379310345,0.5517241379310345,0.0,5691,1.0,1.0,0.0,1,0.6880000000000001,0.6880000000000001,0.0,5471,MLPClassifier,,,,,,,identity,"(100, 100, 60)",invscaling,500000.0,sgd +0.5682971477508545,0.0,0.0142309665679931,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.524390243902439,0.524390243902439,0.0,5776,0.5517241379310345,0.5517241379310345,0.0,5691,1.0,1.0,0.0,1,0.6880000000000001,0.6880000000000001,0.0,5471,MLPClassifier,,,,,,,tanh,"(80, 80, 20)",invscaling,500000.0,sgd +13.086.762.428.283.600,0.0,0.0107357501983642,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.525,0.525,0.0,5775,0.5517241379310345,0.5517241379310345,0.0,5691,0.9767441860465116,0.9767441860465116,0.0,1284,0.6829268292682928,0.6829268292682928,0.0,5478,MLPClassifier,,,,,,,logistic,"(100, 80, 80)",adaptive,500000.0,sgd +0.5308711528778076,0.0,0.0128650665283203,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5263157894736842,0.5263157894736842,0.0,5771,0.5517241379310345,0.5517241379310345,0.0,5691,0.9302325581395348,0.9302325581395348,0.0,3215,0.6722689075630252,0.6722689075630252,0.0,5526,MLPClassifier,,,,,,,identity,"(30, 60)",invscaling,500000.0,sgd +0.048635244369506836,0.0,0.0090270042419433,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5263157894736842,0.5263157894736842,0.0,5771,0.5517241379310345,0.5517241379310345,0.0,5691,0.9302325581395348,0.9302325581395348,0.0,3215,0.6722689075630252,0.6722689075630252,0.0,5526,MLPClassifier,,,,,,,relu,20,invscaling,500000.0,sgd +0.06771516799926758,0.0,0.0081467628479003,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.527027027027027,0.527027027027027,0.0,5769,0.5517241379310345,0.5517241379310345,0.0,5691,0.9069767441860463,0.9069767441860463,0.0,3336,0.6666666666666665,0.6666666666666665,0.0,5564,MLPClassifier,,,,,,,tanh,"(30, 15)",invscaling,500000.0,sgd +0.05598092079162598,0.0,0.0077381134033203,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.527027027027027,0.527027027027027,0.0,5769,0.5517241379310345,0.5517241379310345,0.0,5691,0.9069767441860463,0.9069767441860463,0.0,3336,0.6666666666666665,0.6666666666666665,0.0,5564,MLPClassifier,,,,,,,relu,75,invscaling,500000.0,sgd +0.0903770923614502,0.0,0.0089190006256103,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.5303030303030303,0.5303030303030303,0.0,5767,0.5517241379310345,0.5517241379310345,0.0,5691,0.813953488372093,0.813953488372093,0.0,3937,0.6422018348623852,0.6422018348623852,0.0,5857,MLPClassifier,,,,,,,logistic,"(45, 60)",constant,500000.0,sgd +0.10542988777160645,0.0,0.008530855178833,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5303030303030303,0.5303030303030303,0.0,5767,0.5517241379310345,0.5517241379310345,0.0,5691,0.813953488372093,0.813953488372093,0.0,3937,0.6422018348623852,0.6422018348623852,0.0,5857,MLPClassifier,,,,,,,relu,"(75, 30)",invscaling,500000.0,sgd +0.819666862487793,0.0,0.0116539001464843,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.53125,0.53125,0.0,5760,0.5517241379310345,0.5517241379310345,0.0,5691,0.7906976744186046,0.7906976744186046,0.0,4827,0.6355140186915887,0.6355140186915887,0.0,5887,MLPClassifier,,,,,,,identity,"(20, 80, 20)",invscaling,500000.0,sgd +2.819.110.870.361.320,0.0,0.0119020938873291,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.53125,0.53125,0.0,5760,0.5517241379310345,0.5517241379310345,0.0,5691,0.7906976744186046,0.7906976744186046,0.0,4827,0.6355140186915887,0.6355140186915887,0.0,5887,MLPClassifier,,,,,,,identity,"(100, 80, 40)",invscaling,500000.0,sgd +0.26740384101867676,0.0,0.00850510597229,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.53125,0.53125,0.0,5760,0.5517241379310345,0.5517241379310345,0.0,5691,0.7906976744186046,0.7906976744186046,0.0,4827,0.6355140186915887,0.6355140186915887,0.0,5887,MLPClassifier,,,,,,,logistic,"(45, 60)",adaptive,500000.0,sgd +1.841.034.173.965.450,0.0,0.0121119022369384,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.532258064516129,0.532258064516129,0.0,5756,0.5517241379310345,0.5517241379310345,0.0,5691,0.7674418604651163,0.7674418604651163,0.0,5116,0.6285714285714286,0.6285714285714286,0.0,5912,MLPClassifier,,,,,,,identity,"(40, 100, 100)",invscaling,500000.0,sgd +0.8343751430511475,0.0,0.0099751949310302,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.532258064516129,0.532258064516129,0.0,5756,0.5517241379310345,0.5517241379310345,0.0,5691,0.7674418604651163,0.7674418604651163,0.0,5116,0.6285714285714286,0.6285714285714286,0.0,5912,MLPClassifier,,,,,,,tanh,"(80, 100, 60)",invscaling,500000.0,sgd +0.2382960319519043,0.0,0.0151488780975341,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5384615384615384,0.5384615384615384,0.0,5747,0.5517241379310345,0.5517241379310345,0.0,5691,0.6511627906976745,0.6511627906976745,0.0,5953,0.5894736842105263,0.5894736842105263,0.0,5993,MLPClassifier,,,,,,,identity,"(20, 20, 80)",invscaling,500000.0,sgd +0.6433250904083252,0.0,0.0085301399230957,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.54,0.54,0.0,5745,0.5517241379310345,0.5517241379310345,0.0,5691,0.627906976744186,0.627906976744186,0.0,5984,0.5806451612903226,0.5806451612903226,0.0,6002,MLPClassifier,,,,,,,identity,"(20, 20, 40)",invscaling,500000.0,sgd +0.7463910579681396,0.0,0.0085458755493164,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5454545454545454,0.5454545454545454,0.0,5741,0.5517241379310345,0.5517241379310345,0.0,5691,0.5581395348837209,0.5581395348837209,0.0,6034,0.5517241379310344,0.5517241379310344,0.0,6044,MLPClassifier,,,,,,,identity,"(15, 30)",invscaling,500000.0,sgd +0.23811984062194824,0.0,0.0126891136169433,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5555555555555556,0.5555555555555556,0.0,5726,0.5517241379310345,0.5517241379310345,0.0,5691,0.4651162790697674,0.4651162790697674,0.0,6083,0.5063291139240507,0.5063291139240507,0.0,6094,MLPClassifier,,,,,,,identity,90,invscaling,500000.0,sgd +0.10184597969055176,0.0,0.0077171325683593,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5625,0.5625,0.0,5713,0.5517241379310345,0.5517241379310345,0.0,5691,0.4186046511627907,0.4186046511627907,0.0,6108,0.48,0.48,0.0,6112,MLPClassifier,,,,,,,relu,"(45, 45)",invscaling,500000.0,sgd +0.3691577911376953,0.0,0.0085501670837402,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5666666666666667,0.5666666666666667,0.0,5706,0.5517241379310345,0.5517241379310345,0.0,5691,0.3953488372093023,0.3953488372093023,0.0,6116,0.4657534246575341,0.4657534246575341,0.0,6122,MLPClassifier,,,,,,,tanh,"(75, 30)",invscaling,500000.0,sgd +0.08829975128173828,0.0,0.0100042819976806,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5714285714285714,0.5714285714285714,0.0,5695,0.5517241379310345,0.5517241379310345,0.0,5691,0.3720930232558139,0.3720930232558139,0.0,6137,0.4507042253521126,0.4507042253521126,0.0,6126,MLPClassifier,,,,,,,relu,"(75, 15)",invscaling,500000.0,sgd +25.015.032.291.412.300,0.0,0.0095608234405517,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5909090909090909,0.5909090909090909,0.0,5662,0.5517241379310345,0.5517241379310345,0.0,5691,0.3023255813953488,0.3023255813953488,0.0,6167,0.3999999999999999,0.3999999999999999,0.0,6163,MLPClassifier,,,,,,,identity,"(100, 40, 20)",invscaling,500000.0,sgd +0.3755838871002197,0.0,0.0094521045684814,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6,0.6,0.0,5646,0.5517241379310345,0.5517241379310345,0.0,5691,0.2790697674418604,0.2790697674418604,0.0,6176,0.380952380952381,0.380952380952381,0.0,6175,MLPClassifier,,,,,,,tanh,"(80, 60, 40)",invscaling,500000.0,sgd +0.23048090934753418,0.0,0.0087859630584716,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6428571428571429,0.6428571428571429,0.0,5603,0.5517241379310345,0.5517241379310345,0.0,5691,0.2093023255813953,0.2093023255813953,0.0,6198,0.3157894736842105,0.3157894736842105,0.0,6199,MLPClassifier,,,,,,,tanh,"(90, 45)",invscaling,500000.0,sgd +0.49123692512512207,0.0,0.0100069046020507,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6428571428571429,0.6428571428571429,0.0,5603,0.5517241379310345,0.5517241379310345,0.0,5691,0.2093023255813953,0.2093023255813953,0.0,6198,0.3157894736842105,0.3157894736842105,0.0,6199,MLPClassifier,,,,,,,tanh,"(60, 100, 40)",invscaling,500000.0,sgd +0.22286105155944824,0.0,0.008120059967041,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.5517241379310345,0.5517241379310345,0.0,5691,0.1860465116279069,0.1860465116279069,0.0,6213,0.2909090909090909,0.2909090909090909,0.0,6208,MLPClassifier,,,,,,,tanh,"(30, 60)",invscaling,500000.0,sgd +2.180.406.093.597.410,0.0,0.0170469284057617,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.7,0.7,0.0,5308,0.5517241379310345,0.5517241379310345,0.0,5691,0.1627906976744186,0.1627906976744186,0.0,6222,0.2641509433962264,0.2641509433962264,0.0,6220,MLPClassifier,,,,,,,identity,"(40, 80, 100)",invscaling,500000.0,sgd +0.8757350444793701,0.0,0.0099458694458007,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.5517241379310345,0.5517241379310345,0.0,5691,0.1395348837209302,0.1395348837209302,0.0,6227,0.2352941176470588,0.2352941176470588,0.0,6226,MLPClassifier,,,,,,,tanh,"(100, 80, 20)",invscaling,500000.0,sgd +0.08770489692687988,0.0,0.0089039802551269,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.5517241379310345,0.5517241379310345,0.0,5691,0.1395348837209302,0.1395348837209302,0.0,6227,0.2352941176470588,0.2352941176470588,0.0,6226,MLPClassifier,,,,,,,relu,"(20, 80, 20)",invscaling,500000.0,sgd +0.12300276756286621,0.0,0.0093281269073486,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.8333333333333334,0.8333333333333334,0.0,188,0.5517241379310345,0.5517241379310345,0.0,5691,0.1162790697674418,0.1162790697674418,0.0,6235,0.2040816326530612,0.2040816326530612,0.0,6233,MLPClassifier,,,,,,,relu,"(100, 60, 20)",invscaling,500000.0,sgd +0.19651103019714355,0.0,0.008624792098999,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5517241379310345,0.5517241379310345,0.0,5691,0.0930232558139534,0.0930232558139534,0.0,6241,0.1702127659574468,0.1702127659574468,0.0,6241,MLPClassifier,,,,,,,logistic,"(60, 30)",constant,500000.0,sgd +0.061533212661743164,0.0,0.0096609592437744,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5180722891566265,0.5180722891566265,0.0,5790,0.5402298850574713,0.5402298850574713,0.0,5724,1.0,1.0,0.0,1,0.6825396825396826,0.6825396825396826,0.0,5480,MLPClassifier,,,,,,,relu,90,invscaling,500000.0,sgd +15.223.276.615.142.800,0.0,0.0107922554016113,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5189873417721519,0.5189873417721519,0.0,5787,0.5402298850574713,0.5402298850574713,0.0,5724,0.9534883720930232,0.9534883720930232,0.0,2739,0.6721311475409836,0.6721311475409836,0.0,5528,MLPClassifier,,,,,,,identity,"(60, 80, 20)",invscaling,500000.0,sgd +0.36441493034362793,0.0,0.0072901248931884,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.5189873417721519,0.5189873417721519,0.0,5787,0.5402298850574713,0.5402298850574713,0.0,5724,0.9534883720930232,0.9534883720930232,0.0,2739,0.6721311475409836,0.6721311475409836,0.0,5528,MLPClassifier,,,,,,,logistic,"(75, 45)",adaptive,500000.0,sgd +0.4687049388885498,0.0,0.0154330730438232,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5194805194805194,0.5194805194805194,0.0,5785,0.5402298850574713,0.5402298850574713,0.0,5724,0.9302325581395348,0.9302325581395348,0.0,3215,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,tanh,"(80, 100, 20)",invscaling,500000.0,sgd +14.720.940.589.904.700,0.0,0.0093886852264404,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5205479452054794,0.5205479452054794,0.0,5783,0.5402298850574713,0.5402298850574713,0.0,5724,0.8837209302325582,0.8837209302325582,0.0,3367,0.6551724137931034,0.6551724137931034,0.0,5826,MLPClassifier,,,,,,,identity,"(20, 20, 60)",invscaling,500000.0,sgd +0.4065380096435547,0.0,0.0087578296661376,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5205479452054794,0.5205479452054794,0.0,5783,0.5402298850574713,0.5402298850574713,0.0,5724,0.8837209302325582,0.8837209302325582,0.0,3367,0.6551724137931034,0.6551724137931034,0.0,5826,MLPClassifier,,,,,,,tanh,"(40, 60, 60)",invscaling,500000.0,sgd +0.6088659763336182,0.0,0.0091876983642578,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5211267605633803,0.5211267605633803,0.0,5781,0.5402298850574713,0.5402298850574713,0.0,5724,0.8604651162790697,0.8604651162790697,0.0,3618,0.6491228070175438,0.6491228070175438,0.0,5844,MLPClassifier,,,,,,,tanh,"(75, 75)",invscaling,500000.0,sgd +1.671.186.923.980.710,0.0,0.0124709606170654,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5254237288135594,0.5254237288135594,0.0,5774,0.5402298850574713,0.5402298850574713,0.0,5724,0.7209302325581395,0.7209302325581395,0.0,5439,0.607843137254902,0.607843137254902,0.0,5961,MLPClassifier,,,,,,,identity,"(80, 60, 20)",invscaling,500000.0,sgd +0.49841880798339844,0.0,0.0093200206756591,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5263157894736842,0.5263157894736842,0.0,5771,0.5402298850574713,0.5402298850574713,0.0,5724,0.6976744186046512,0.6976744186046512,0.0,5651,0.6,0.6,0.0,5972,MLPClassifier,,,,,,,tanh,"(20, 80, 100)",invscaling,500000.0,sgd +0.8126771450042725,0.0,0.0096278190612792,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5319148936170213,0.5319148936170213,0.0,5758,0.5402298850574713,0.5402298850574713,0.0,5724,0.5813953488372093,0.5813953488372093,0.0,6016,0.5555555555555555,0.5555555555555555,0.0,6039,MLPClassifier,,,,,,,tanh,"(80, 100, 40)",invscaling,500000.0,sgd +0.04429197311401367,0.0,0.0071747303009033,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5319148936170213,0.5319148936170213,0.0,5758,0.5402298850574713,0.5402298850574713,0.0,5724,0.5813953488372093,0.5813953488372093,0.0,6016,0.5555555555555555,0.5555555555555555,0.0,6039,MLPClassifier,,,,,,,relu,35,invscaling,500000.0,sgd +0.6241369247436523,0.0,0.012437105178833,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5333333333333333,0.5333333333333333,0.0,5752,0.5402298850574713,0.5402298850574713,0.0,5724,0.5581395348837209,0.5581395348837209,0.0,6034,0.5454545454545454,0.5454545454545454,0.0,6055,MLPClassifier,,,,,,,identity,"(60, 20, 80)",invscaling,500000.0,sgd +0.860670804977417,0.0,0.0105841159820556,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5333333333333333,0.5333333333333333,0.0,5752,0.5402298850574713,0.5402298850574713,0.0,5724,0.5581395348837209,0.5581395348837209,0.0,6034,0.5454545454545454,0.5454545454545454,0.0,6055,MLPClassifier,,,,,,,identity,"(60, 40, 40)",invscaling,500000.0,sgd +21.740.529.537.200.900,0.0,0.0121147632598876,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5365853658536586,0.5365853658536586,0.0,5751,0.5402298850574713,0.5402298850574713,0.0,5724,0.5116279069767442,0.5116279069767442,0.0,6058,0.5238095238095238,0.5238095238095238,0.0,6079,MLPClassifier,,,,,,,identity,"(20, 100, 100)",invscaling,500000.0,sgd +0.0699610710144043,0.0,0.0075619220733642,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5555555555555556,0.5555555555555556,0.0,5726,0.5402298850574713,0.5402298850574713,0.0,5724,0.3488372093023256,0.3488372093023256,0.0,6145,0.4285714285714286,0.4285714285714286,0.0,6141,MLPClassifier,,,,,,,tanh,"(15, 45)",invscaling,500000.0,sgd +0.7848629951477051,0.0,0.0106532573699951,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.56,0.56,0.0,5718,0.5402298850574713,0.5402298850574713,0.0,5724,0.3255813953488372,0.3255813953488372,0.0,6155,0.411764705882353,0.411764705882353,0.0,6149,MLPClassifier,,,,,,,identity,"(40, 80, 20)",invscaling,500000.0,sgd +0.30941176414489746,0.0,0.0103621482849121,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5652173913043478,0.5652173913043478,0.0,5711,0.5402298850574713,0.5402298850574713,0.0,5724,0.3023255813953488,0.3023255813953488,0.0,6167,0.3939393939393938,0.3939393939393938,0.0,6166,MLPClassifier,,,,,,,relu,"(100, 100, 60)",invscaling,500000.0,sgd +0.16902995109558105,0.0,0.0116322040557861,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5789473684210527,0.5789473684210527,0.0,5681,0.5402298850574713,0.5402298850574713,0.0,5724,0.2558139534883721,0.2558139534883721,0.0,6186,0.3548387096774194,0.3548387096774194,0.0,6183,MLPClassifier,,,,,,,identity,70,invscaling,500000.0,sgd +0.944547176361084,0.0,0.0145330429077148,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6,0.6,0.0,5646,0.5402298850574713,0.5402298850574713,0.0,5724,0.2093023255813953,0.2093023255813953,0.0,6198,0.3103448275862069,0.3103448275862069,0.0,6202,MLPClassifier,,,,,,,identity,"(80, 40, 20)",invscaling,500000.0,sgd +0.09642505645751953,0.0,0.0086951255798339,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.5402298850574713,0.5402298850574713,0.0,5724,0.1395348837209302,0.1395348837209302,0.0,6227,0.2307692307692307,0.2307692307692307,0.0,6229,MLPClassifier,,,,,,,relu,"(20, 20, 20)",invscaling,500000.0,sgd +0.2140970230102539,0.0,0.0098659992218017,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.8,0.8,0.0,1178,0.5402298850574713,0.5402298850574713,0.0,5724,0.0930232558139534,0.0930232558139534,0.0,6241,0.1666666666666666,0.1666666666666666,0.0,6242,MLPClassifier,,,,,,,relu,"(100, 100, 20)",invscaling,500000.0,sgd +0.05279803276062012,0.0,0.0094730854034423,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5402298850574713,0.5402298850574713,0.0,5724,0.0697674418604651,0.0697674418604651,0.0,6251,0.1304347826086956,0.1304347826086956,0.0,6251,MLPClassifier,,,,,,,logistic,"(80, 20, 20)",invscaling,500000.0,sgd +0.2953662872314453,0.0,0.0099966526031494,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5402298850574713,0.5402298850574713,0.0,5724,0.0697674418604651,0.0697674418604651,0.0,6251,0.1304347826086956,0.1304347826086956,0.0,6251,MLPClassifier,,,,,,,relu,"(80, 100, 40)",invscaling,500000.0,sgd +0.34927797317504883,0.0,0.0141260623931884,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5119047619047619,0.5119047619047619,0.0,5799,0.5287356321839081,0.5287356321839081,0.0,5747,1.0,1.0,0.0,1,0.6771653543307087,0.6771653543307087,0.0,5499,MLPClassifier,,,,,,,identity,"(90, 15)",invscaling,500000.0,sgd +0.2243518829345703,0.0,0.0083272457122802,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5119047619047619,0.5119047619047619,0.0,5799,0.5287356321839081,0.5287356321839081,0.0,5747,1.0,1.0,0.0,1,0.6771653543307087,0.6771653543307087,0.0,5499,MLPClassifier,,,,,,,tanh,"(20, 60, 20)",invscaling,500000.0,sgd +0.15790891647338867,0.0,0.0098271369934082,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5119047619047619,0.5119047619047619,0.0,5799,0.5287356321839081,0.5287356321839081,0.0,5747,1.0,1.0,0.0,1,0.6771653543307087,0.6771653543307087,0.0,5499,MLPClassifier,,,,,,,relu,"(80, 100, 60)",invscaling,500000.0,sgd +0.5069010257720947,0.0,0.0111558437347412,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.5121951219512195,0.5121951219512195,0.0,5795,0.5287356321839081,0.5287356321839081,0.0,5747,0.9767441860465116,0.9767441860465116,0.0,1284,0.672,0.672,0.0,5530,MLPClassifier,,,,,,,logistic,"(90, 90)",adaptive,500000.0,sgd +0.2908151149749756,0.0,0.0094809532165527,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5121951219512195,0.5121951219512195,0.0,5795,0.5287356321839081,0.5287356321839081,0.0,5747,0.9767441860465116,0.9767441860465116,0.0,1284,0.672,0.672,0.0,5530,MLPClassifier,,,,,,,tanh,"(60, 60)",invscaling,500000.0,sgd +0.11820006370544434,0.0,0.0101430416107177,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5121951219512195,0.5121951219512195,0.0,5795,0.5287356321839081,0.5287356321839081,0.0,5747,0.9767441860465116,0.9767441860465116,0.0,1284,0.672,0.672,0.0,5530,MLPClassifier,,,,,,,relu,"(60, 60, 40)",invscaling,500000.0,sgd +0.22152113914489746,0.0,0.0098917484283447,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5121951219512195,0.5121951219512195,0.0,5795,0.5287356321839081,0.5287356321839081,0.0,5747,0.9767441860465116,0.9767441860465116,0.0,1284,0.672,0.672,0.0,5530,MLPClassifier,,,,,,,relu,"(100, 80, 100)",invscaling,500000.0,sgd +0.2832529544830322,0.0,0.0096838474273681,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5142857142857142,0.5142857142857142,0.0,5794,0.5287356321839081,0.5287356321839081,0.0,5747,0.8372093023255814,0.8372093023255814,0.0,3657,0.6371681415929202,0.6371681415929202,0.0,5885,MLPClassifier,,,,,,,relu,"(60, 100, 100)",invscaling,500000.0,sgd +0.1936500072479248,0.0,0.0083880424499511,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.515625,0.515625,0.0,5791,0.5287356321839081,0.5287356321839081,0.0,5747,0.7674418604651163,0.7674418604651163,0.0,5116,0.616822429906542,0.616822429906542,0.0,5938,MLPClassifier,,,,,,,tanh,"(40, 20, 80)",invscaling,500000.0,sgd +0.11194109916687012,0.0,0.0079162120819091,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.515625,0.515625,0.0,5791,0.5287356321839081,0.5287356321839081,0.0,5747,0.7674418604651163,0.7674418604651163,0.0,5116,0.616822429906542,0.616822429906542,0.0,5938,MLPClassifier,,,,,,,relu,"(45, 60)",invscaling,500000.0,sgd +0.6253280639648438,0.0,0.0102269649505615,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5192307692307693,0.5192307692307693,0.0,5786,0.5287356321839081,0.5287356321839081,0.0,5747,0.627906976744186,0.627906976744186,0.0,5984,0.5684210526315789,0.5684210526315789,0.0,6017,MLPClassifier,,,,,,,tanh,"(100, 60, 80)",invscaling,500000.0,sgd +0.19415807723999023,0.0,0.0108497142791748,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5208333333333334,0.5208333333333334,0.0,5782,0.5287356321839081,0.5287356321839081,0.0,5747,0.5813953488372093,0.5813953488372093,0.0,6016,0.5494505494505495,0.5494505494505495,0.0,6049,MLPClassifier,,,,,,,relu,"(90, 90)",invscaling,500000.0,sgd +14.056.289.196.014.400,0.0,0.0097930431365966,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5227272727272727,0.5227272727272727,0.0,5780,0.5287356321839081,0.5287356321839081,0.0,5747,0.5348837209302325,0.5348837209302325,0.0,6048,0.5287356321839081,0.5287356321839081,0.0,6075,MLPClassifier,,,,,,,identity,"(40, 100, 20)",invscaling,500000.0,sgd +15.552.372.932.434.000,0.0,0.0136928558349609,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.53125,0.53125,0.0,5760,0.5287356321839081,0.5287356321839081,0.0,5747,0.3953488372093023,0.3953488372093023,0.0,6116,0.4533333333333332,0.4533333333333332,0.0,6125,MLPClassifier,,,,,,,identity,"(60, 80, 80)",invscaling,500000.0,sgd +0.1555614471435547,0.0,0.0108065605163574,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5625,0.5625,0.0,5713,0.5287356321839081,0.5287356321839081,0.0,5747,0.2093023255813953,0.2093023255813953,0.0,6198,0.3050847457627118,0.3050847457627118,0.0,6204,MLPClassifier,,,,,,,identity,"(30, 45)",invscaling,500000.0,sgd +0.5470950603485107,0.0,0.0095331668853759,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.5714285714285714,0.5714285714285714,0.0,5695,0.5287356321839081,0.5287356321839081,0.0,5747,0.1860465116279069,0.1860465116279069,0.0,6213,0.2807017543859649,0.2807017543859649,0.0,6214,MLPClassifier,,,,,,,logistic,"(60, 80, 60)",adaptive,500000.0,sgd +0.08312821388244629,0.0,0.008570909500122,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5714285714285714,0.5714285714285714,0.0,5695,0.5287356321839081,0.5287356321839081,0.0,5747,0.1860465116279069,0.1860465116279069,0.0,6213,0.2807017543859649,0.2807017543859649,0.0,6214,MLPClassifier,,,,,,,relu,"(40, 40, 60)",invscaling,500000.0,sgd +0.07572698593139648,0.0,0.0075359344482421,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5833333333333334,0.5833333333333334,0.0,5670,0.5287356321839081,0.5287356321839081,0.0,5747,0.1627906976744186,0.1627906976744186,0.0,6222,0.2545454545454546,0.2545454545454546,0.0,6221,MLPClassifier,,,,,,,relu,"(15, 30)",invscaling,500000.0,sgd +0.616710901260376,0.0,0.0114202499389648,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.5287356321839081,0.5287356321839081,0.0,5747,0.0930232558139534,0.0930232558139534,0.0,6241,0.1632653061224489,0.1632653061224489,0.0,6243,MLPClassifier,,,,,,,identity,"(45, 45)",invscaling,500000.0,sgd +0.16731905937194824,0.0,0.0091981887817382,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.5287356321839081,0.5287356321839081,0.0,5747,0.0930232558139534,0.0930232558139534,0.0,6241,0.1632653061224489,0.1632653061224489,0.0,6243,MLPClassifier,,,,,,,relu,"(100, 40, 20)",invscaling,500000.0,sgd +0.17423677444458008,0.0,0.0100123882293701,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.5287356321839081,0.5287356321839081,0.0,5747,0.0697674418604651,0.0697674418604651,0.0,6251,0.1276595744680851,0.1276595744680851,0.0,6253,MLPClassifier,,,,,,,logistic,"(20, 100, 80)",constant,500000.0,sgd +0.77754807472229,0.0,0.015043020248413,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.5287356321839081,0.5287356321839081,0.0,5747,0.0697674418604651,0.0697674418604651,0.0,6251,0.1276595744680851,0.1276595744680851,0.0,6253,MLPClassifier,,,,,,,logistic,"(100, 80, 60)",adaptive,500000.0,sgd +0.18987607955932617,0.0,0.0094392299652099,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.5287356321839081,0.5287356321839081,0.0,5747,0.0697674418604651,0.0697674418604651,0.0,6251,0.1276595744680851,0.1276595744680851,0.0,6253,MLPClassifier,,,,,,,tanh,"(100, 20, 20)",invscaling,500000.0,sgd +0.0427401065826416,0.0,0.0095558166503906,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.5287356321839081,0.5287356321839081,0.0,5747,0.0697674418604651,0.0697674418604651,0.0,6251,0.1276595744680851,0.1276595744680851,0.0,6253,MLPClassifier,,,,,,,relu,5,invscaling,500000.0,sgd +0.0947871208190918,0.0,0.0085320472717285,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.75,0.75,0.0,2954,0.5287356321839081,0.5287356321839081,0.0,5747,0.0697674418604651,0.0697674418604651,0.0,6251,0.1276595744680851,0.1276595744680851,0.0,6253,MLPClassifier,,,,,,,relu,10,invscaling,500000.0,sgd +0.033383846282958984,0.0,0.0090382099151611,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5287356321839081,0.5287356321839081,0.0,5747,0.0465116279069767,0.0465116279069767,0.0,6266,0.0888888888888888,0.0888888888888888,0.0,6266,MLPClassifier,,,,,,,logistic,5,invscaling,500000.0,sgd +0.035981178283691406,0.0,0.0093429088592529,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5287356321839081,0.5287356321839081,0.0,5747,0.0465116279069767,0.0465116279069767,0.0,6266,0.0888888888888888,0.0888888888888888,0.0,6266,MLPClassifier,,,,,,,logistic,25,invscaling,500000.0,sgd +0.3527860641479492,0.0,0.0093851089477539,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5287356321839081,0.5287356321839081,0.0,5747,0.0465116279069767,0.0465116279069767,0.0,6266,0.0888888888888888,0.0888888888888888,0.0,6266,MLPClassifier,,,,,,,logistic,"(90, 15)",constant,500000.0,sgd +0.14946603775024414,0.0,0.0109760761260986,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5287356321839081,0.5287356321839081,0.0,5747,0.0465116279069767,0.0465116279069767,0.0,6266,0.0888888888888888,0.0888888888888888,0.0,6266,MLPClassifier,,,,,,,logistic,"(90, 30)",constant,500000.0,sgd +0.5187869071960449,0.0,0.0119361877441406,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5287356321839081,0.5287356321839081,0.0,5747,0.0465116279069767,0.0465116279069767,0.0,6266,0.0888888888888888,0.0888888888888888,0.0,6266,MLPClassifier,,,,,,,logistic,"(80, 40, 100)",adaptive,500000.0,sgd +0.49548983573913574,0.0,0.0101621150970458,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5287356321839081,0.5287356321839081,0.0,5747,0.0465116279069767,0.0465116279069767,0.0,6266,0.0888888888888888,0.0888888888888888,0.0,6266,MLPClassifier,,,,,,,tanh,"(75, 60)",invscaling,500000.0,sgd +0.13443994522094727,0.0,0.0124239921569824,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5287356321839081,0.5287356321839081,0.0,5747,0.0465116279069767,0.0465116279069767,0.0,6266,0.0888888888888888,0.0888888888888888,0.0,6266,MLPClassifier,,,,,,,relu,"(30, 75)",invscaling,500000.0,sgd +0.20588898658752441,0.0,0.0095198154449462,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5287356321839081,0.5287356321839081,0.0,5747,0.0465116279069767,0.0465116279069767,0.0,6266,0.0888888888888888,0.0888888888888888,0.0,6266,MLPClassifier,,,,,,,relu,"(90, 15)",invscaling,500000.0,sgd +0.6621050834655762,0.0,0.011491060256958,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5058823529411764,0.5058823529411764,0.0,5812,0.5172413793103449,0.5172413793103449,0.0,5780,1.0,1.0,0.0,1,0.671875,0.671875,0.0,5534,MLPClassifier,,,,,,,identity,"(100, 20, 80)",invscaling,500000.0,sgd +0.031115055084228516,0.0,0.0078518390655517,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5058823529411764,0.5058823529411764,0.0,5812,0.5172413793103449,0.5172413793103449,0.0,5780,1.0,1.0,0.0,1,0.671875,0.671875,0.0,5534,MLPClassifier,,,,,,,logistic,70,invscaling,500000.0,sgd +0.1310439109802246,0.0,0.0090959072113037,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.5058823529411764,0.5058823529411764,0.0,5812,0.5172413793103449,0.5172413793103449,0.0,5780,1.0,1.0,0.0,1,0.671875,0.671875,0.0,5534,MLPClassifier,,,,,,,logistic,"(60, 90)",constant,500000.0,sgd +0.08749008178710938,0.0,0.0081410408020019,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5058823529411764,0.5058823529411764,0.0,5812,0.5172413793103449,0.5172413793103449,0.0,5780,1.0,1.0,0.0,1,0.671875,0.671875,0.0,5534,MLPClassifier,,,,,,,relu,"(60, 75)",invscaling,500000.0,sgd +0.05170583724975586,0.0,0.007840871810913,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5058823529411764,0.5058823529411764,0.0,5812,0.5172413793103449,0.5172413793103449,0.0,5780,1.0,1.0,0.0,1,0.671875,0.671875,0.0,5534,MLPClassifier,,,,,,,relu,"(20, 20, 60)",invscaling,500000.0,sgd +0.13798999786376953,0.0,0.0114259719848632,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5058823529411764,0.5058823529411764,0.0,5812,0.5172413793103449,0.5172413793103449,0.0,5780,1.0,1.0,0.0,1,0.671875,0.671875,0.0,5534,MLPClassifier,,,,,,,relu,"(20, 100, 60)",invscaling,500000.0,sgd +0.07906627655029297,0.0,0.0131938457489013,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.5060240963855421,0.5060240963855421,0.0,5811,0.5172413793103449,0.5172413793103449,0.0,5780,0.9767441860465116,0.9767441860465116,0.0,1284,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,logistic,"(90, 75)",constant,500000.0,sgd +0.37703394889831543,0.0,0.0112431049346923,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.5061728395061729,0.5061728395061729,0.0,5810,0.5172413793103449,0.5172413793103449,0.0,5780,0.9534883720930232,0.9534883720930232,0.0,2739,0.6612903225806452,0.6612903225806452,0.0,5809,MLPClassifier,,,,,,,logistic,"(60, 20, 80)",adaptive,500000.0,sgd +0.08590221405029297,0.0,0.0097439289093017,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5064935064935064,0.5064935064935064,0.0,5809,0.5172413793103449,0.5172413793103449,0.0,5780,0.9069767441860463,0.9069767441860463,0.0,3336,0.6499999999999999,0.6499999999999999,0.0,5843,MLPClassifier,,,,,,,relu,"(80, 40, 40)",invscaling,500000.0,sgd +0.7307929992675781,0.0,0.0087029933929443,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5066666666666667,0.5066666666666667,0.0,5808,0.5172413793103449,0.5172413793103449,0.0,5780,0.8837209302325582,0.8837209302325582,0.0,3367,0.6440677966101697,0.6440677966101697,0.0,5856,MLPClassifier,,,,,,,identity,"(80, 20, 100)",invscaling,500000.0,sgd +0.06324195861816406,0.0,0.0079166889190673,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5068493150684932,0.5068493150684932,0.0,5807,0.5172413793103449,0.5172413793103449,0.0,5780,0.8604651162790697,0.8604651162790697,0.0,3618,0.6379310344827587,0.6379310344827587,0.0,5884,MLPClassifier,,,,,,,relu,80,invscaling,500000.0,sgd +0.814443826675415,0.0,0.009660005569458,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5076923076923077,0.5076923076923077,0.0,5806,0.5172413793103449,0.5172413793103449,0.0,5780,0.7674418604651163,0.7674418604651163,0.0,5116,0.611111111111111,0.611111111111111,0.0,5952,MLPClassifier,,,,,,,identity,"(20, 80, 40)",invscaling,500000.0,sgd +0.08576822280883789,0.0,0.0077948570251464,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5084745762711864,0.5084745762711864,0.0,5805,0.5172413793103449,0.5172413793103449,0.0,5780,0.6976744186046512,0.6976744186046512,0.0,5651,0.5882352941176471,0.5882352941176471,0.0,5994,MLPClassifier,,,,,,,relu,"(15, 75)",invscaling,500000.0,sgd +0.6968700885772705,0.0,0.0088300704956054,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5087719298245614,0.5087719298245614,0.0,5804,0.5172413793103449,0.5172413793103449,0.0,5780,0.6744186046511628,0.6744186046511628,0.0,5890,0.58,0.58,0.0,6003,MLPClassifier,,,,,,,tanh,"(80, 20, 20)",invscaling,500000.0,sgd +0.20909595489501953,0.0,0.0083770751953125,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5106382978723404,0.5106382978723404,0.0,5803,0.5172413793103449,0.5172413793103449,0.0,5780,0.5581395348837209,0.5581395348837209,0.0,6034,0.5333333333333333,0.5333333333333333,0.0,6068,MLPClassifier,,,,,,,relu,"(60, 60)",invscaling,500000.0,sgd +0.8776576519012451,0.0,0.0097491741180419,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5116279069767442,0.5116279069767442,0.0,5802,0.5172413793103449,0.5172413793103449,0.0,5780,0.5116279069767442,0.5116279069767442,0.0,6058,0.5116279069767442,0.5116279069767442,0.0,6090,MLPClassifier,,,,,,,tanh,"(80, 80, 80)",invscaling,500000.0,sgd +0.09880900382995605,0.0,0.00785493850708,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5151515151515151,0.5151515151515151,0.0,5793,0.5172413793103449,0.5172413793103449,0.0,5780,0.3953488372093023,0.3953488372093023,0.0,6116,0.4473684210526315,0.4473684210526315,0.0,6127,MLPClassifier,,,,,,,relu,95,invscaling,500000.0,sgd +0.20815300941467285,0.0,0.0104792118072509,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5185185185185185,0.5185185185185185,0.0,5789,0.5172413793103449,0.5172413793103449,0.0,5780,0.3255813953488372,0.3255813953488372,0.0,6155,0.4,0.4,0.0,6158,MLPClassifier,,,,,,,relu,"(75, 90)",invscaling,500000.0,sgd +2.370.412.826.538.080,0.0,0.0102992057800292,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5333333333333333,0.5333333333333333,0.0,5752,0.5172413793103449,0.5172413793103449,0.0,5780,0.1860465116279069,0.1860465116279069,0.0,6213,0.2758620689655172,0.2758620689655172,0.0,6216,MLPClassifier,,,,,,,identity,"(40, 100, 60)",invscaling,500000.0,sgd +0.154036283493042,0.0,0.0093698501586914,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5333333333333333,0.5333333333333333,0.0,5752,0.5172413793103449,0.5172413793103449,0.0,5780,0.1860465116279069,0.1860465116279069,0.0,6213,0.2758620689655172,0.2758620689655172,0.0,6216,MLPClassifier,,,,,,,relu,"(80, 60, 100)",invscaling,500000.0,sgd +1.383.626.937.866.210,0.0,0.0140860080718994,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5384615384615384,0.5384615384615384,0.0,5747,0.5172413793103449,0.5172413793103449,0.0,5780,0.1627906976744186,0.1627906976744186,0.0,6222,0.25,0.25,0.0,6222,MLPClassifier,,,,,,,identity,"(80, 40, 60)",invscaling,500000.0,sgd +0.1254260540008545,0.0,0.0087301731109619,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5454545454545454,0.5454545454545454,0.0,5741,0.5172413793103449,0.5172413793103449,0.0,5780,0.1395348837209302,0.1395348837209302,0.0,6227,0.2222222222222221,0.2222222222222221,0.0,6230,MLPClassifier,,,,,,,relu,"(40, 60, 60)",invscaling,500000.0,sgd +0.2002730369567871,0.0,0.0096540451049804,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5454545454545454,0.5454545454545454,0.0,5741,0.5172413793103449,0.5172413793103449,0.0,5780,0.1395348837209302,0.1395348837209302,0.0,6227,0.2222222222222221,0.2222222222222221,0.0,6230,MLPClassifier,,,,,,,relu,"(80, 60, 40)",invscaling,500000.0,sgd +12.053.899.765.014.600,0.0,0.0098311901092529,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5555555555555556,0.5555555555555556,0.0,5726,0.5172413793103449,0.5172413793103449,0.0,5780,0.1162790697674418,0.1162790697674418,0.0,6235,0.1923076923076923,0.1923076923076923,0.0,6236,MLPClassifier,,,,,,,identity,"(60, 40, 20)",invscaling,500000.0,sgd +0.2962040901184082,0.0,0.0083870887756347,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5555555555555556,0.5555555555555556,0.0,5726,0.5172413793103449,0.5172413793103449,0.0,5780,0.1162790697674418,0.1162790697674418,0.0,6235,0.1923076923076923,0.1923076923076923,0.0,6236,MLPClassifier,,,,,,,tanh,"(40, 40, 60)",invscaling,500000.0,sgd +0.28720617294311523,0.0,0.0102379322052001,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5714285714285714,0.5714285714285714,0.0,5695,0.5172413793103449,0.5172413793103449,0.0,5780,0.0930232558139534,0.0930232558139534,0.0,6241,0.16,0.16,0.0,6245,MLPClassifier,,,,,,,relu,"(100, 80, 80)",invscaling,500000.0,sgd +0.10844993591308594,0.0,0.0081448554992675,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6,0.6,0.0,5646,0.5172413793103449,0.5172413793103449,0.0,5780,0.0697674418604651,0.0697674418604651,0.0,6251,0.125,0.125,0.0,6258,MLPClassifier,,,,,,,relu,45,invscaling,500000.0,sgd +0.14586710929870605,0.0,0.0085120201110839,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6,0.6,0.0,5646,0.5172413793103449,0.5172413793103449,0.0,5780,0.0697674418604651,0.0697674418604651,0.0,6251,0.125,0.125,0.0,6258,MLPClassifier,,,,,,,relu,"(20, 60, 60)",invscaling,500000.0,sgd +0.2185049057006836,0.0,0.0101680755615234,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6,0.6,0.0,5646,0.5172413793103449,0.5172413793103449,0.0,5780,0.0697674418604651,0.0697674418604651,0.0,6251,0.125,0.125,0.0,6258,MLPClassifier,,,,,,,relu,"(60, 80, 80)",invscaling,500000.0,sgd +1.147.665.023.803.710,0.0,0.0085508823394775,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.5172413793103449,0.5172413793103449,0.0,5780,0.0465116279069767,0.0465116279069767,0.0,6266,0.0869565217391304,0.0869565217391304,0.0,6274,MLPClassifier,,,,,,,identity,"(40, 20, 80)",invscaling,500000.0,sgd +0.4360649585723877,0.0,0.0141100883483886,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.5172413793103449,0.5172413793103449,0.0,5780,0.0465116279069767,0.0465116279069767,0.0,6266,0.0869565217391304,0.0869565217391304,0.0,6274,MLPClassifier,,,,,,,logistic,"(60, 40, 40)",adaptive,500000.0,sgd +0.24289989471435547,0.0,0.0086750984191894,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.5172413793103449,0.5172413793103449,0.0,5780,0.0465116279069767,0.0465116279069767,0.0,6266,0.0869565217391304,0.0869565217391304,0.0,6274,MLPClassifier,,,,,,,tanh,"(40, 60, 40)",invscaling,500000.0,sgd +0.8717200756072998,0.0,0.0093710422515869,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.5172413793103449,0.5172413793103449,0.0,5780,0.0465116279069767,0.0465116279069767,0.0,6266,0.0869565217391304,0.0869565217391304,0.0,6274,MLPClassifier,,,,,,,tanh,"(100, 100, 40)",invscaling,500000.0,sgd +0.2313997745513916,0.0,0.0098350048065185,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.6666666666666666,0.6666666666666666,0.0,5568,0.5172413793103449,0.5172413793103449,0.0,5780,0.0465116279069767,0.0465116279069767,0.0,6266,0.0869565217391304,0.0869565217391304,0.0,6274,MLPClassifier,,,,,,,relu,"(80, 100, 20)",invscaling,500000.0,sgd +0.30739593505859375,0.0,0.0101289749145507,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5172413793103449,0.5172413793103449,0.0,5780,0.0232558139534883,0.0232558139534883,0.0,6284,0.0454545454545454,0.0454545454545454,0.0,6284,MLPClassifier,,,,,,,logistic,"(45, 15)",constant,500000.0,sgd +0.15958881378173828,0.0,0.0109941959381103,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5172413793103449,0.5172413793103449,0.0,5780,0.0232558139534883,0.0232558139534883,0.0,6284,0.0454545454545454,0.0454545454545454,0.0,6284,MLPClassifier,,,,,,,relu,"(60, 20, 80)",invscaling,500000.0,sgd +0.4374709129333496,0.0,0.0096802711486816,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5172413793103449,0.5172413793103449,0.0,5780,0.0232558139534883,0.0232558139534883,0.0,6284,0.0454545454545454,0.0454545454545454,0.0,6284,MLPClassifier,,,,,,,relu,"(80, 100, 100)",invscaling,500000.0,sgd +0.27172112464904785,0.0,0.0096440315246582,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",1.0,1.0,0.0,1,0.5172413793103449,0.5172413793103449,0.0,5780,0.0232558139534883,0.0232558139534883,0.0,6284,0.0454545454545454,0.0454545454545454,0.0,6284,MLPClassifier,,,,,,,relu,"(100, 60, 100)",invscaling,500000.0,sgd +0.08344864845275879,0.0,0.0078082084655761,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,logistic,"(15, 45)",constant,500000.0,sgd +0.052926063537597656,0.0,0.0081279277801513,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,logistic,"(30, 75)",invscaling,500000.0,sgd +0.36919593811035156,0.0,0.0091211795806884,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,logistic,"(60, 75)",adaptive,500000.0,sgd +0.19699597358703613,0.0,0.0086970329284667,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,logistic,"(20, 60, 40)",constant,500000.0,sgd +0.1760251522064209,0.0,0.0081038475036621,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,tanh,"(20, 20, 60)",invscaling,500000.0,sgd +0.35559916496276855,0.0,0.0084040164947509,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,tanh,"(20, 60, 80)",invscaling,500000.0,sgd +0.21004700660705566,0.0,0.0089180469512939,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,tanh,"(20, 80, 20)",invscaling,500000.0,sgd +0.34615087509155273,0.0,0.0093083381652832,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,tanh,"(80, 40, 80)",invscaling,500000.0,sgd +0.12174010276794434,0.0,0.0076091289520263,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,relu,"(15, 15)",invscaling,500000.0,sgd +0.08378481864929199,0.0,0.0084791183471679,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,relu,"(60, 30)",invscaling,500000.0,sgd +0.11078405380249023,0.0,0.0083270072937011,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,relu,"(20, 80, 80)",invscaling,500000.0,sgd +0.23594093322753906,0.0,0.0133399963378906,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,relu,"(40, 100, 60)",invscaling,500000.0,sgd +0.1381537914276123,0.0,0.0089170932769775,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,relu,"(60, 40, 20)",invscaling,500000.0,sgd +0.1532762050628662,0.0,0.0098540782928466,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,relu,"(60, 100, 40)",invscaling,500000.0,sgd +0.0843050479888916,0.0,0.0088782310485839,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,relu,"(80, 20, 60)",invscaling,500000.0,sgd +0.18395519256591797,0.0,0.0097599029541015,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,1.0,1.0,0.0,1,0.6666666666666666,0.6666666666666666,0.0,5544,MLPClassifier,,,,,,,relu,"(100, 80, 60)",invscaling,500000.0,sgd +0.31375908851623535,0.0,0.0084619522094726,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.9534883720930232,0.9534883720930232,0.0,2739,0.656,0.656,0.0,5825,MLPClassifier,,,,,,,identity,"(15, 75)",invscaling,500000.0,sgd +0.1738588809967041,0.0,0.0070452690124511,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.8837209302325582,0.8837209302325582,0.0,3367,0.6386554621848739,0.6386554621848739,0.0,5883,MLPClassifier,,,,,,,tanh,"(40, 40, 40)",invscaling,500000.0,sgd +0.2392280101776123,0.0,0.0099039077758789,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.8604651162790697,0.8604651162790697,0.0,3618,0.6324786324786325,0.6324786324786325,0.0,5900,MLPClassifier,,,,,,,tanh,"(80, 20, 40)",invscaling,500000.0,sgd +0.10327410697937012,0.0,0.0088109970092773,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.8372093023255814,0.8372093023255814,0.0,3657,0.6260869565217391,0.6260869565217391,0.0,5919,MLPClassifier,,,,,,,relu,"(40, 40, 20)",invscaling,500000.0,sgd +0.260195255279541,0.0,0.0091528892517089,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.7674418604651163,0.7674418604651163,0.0,5116,0.6055045871559633,0.6055045871559633,0.0,5963,MLPClassifier,,,,,,,tanh,"(40, 60, 100)",invscaling,500000.0,sgd +0.2824251651763916,0.0,0.0096919536590576,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.7441860465116279,0.7441860465116279,0.0,5303,0.5981308411214953,0.5981308411214953,0.0,5976,MLPClassifier,,,,,,,identity,35,invscaling,500000.0,sgd +14.591.522.216.796.800,0.0,0.0127339363098144,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.7441860465116279,0.7441860465116279,0.0,5303,0.5981308411214953,0.5981308411214953,0.0,5976,MLPClassifier,,,,,,,identity,"(60, 20, 60)",invscaling,500000.0,sgd +0.24548697471618652,0.0,0.0104222297668457,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.7209302325581395,0.7209302325581395,0.0,5439,0.5904761904761905,0.5904761904761905,0.0,5991,MLPClassifier,,,,,,,identity,"(30, 90)",invscaling,500000.0,sgd +0.8618419170379639,0.0,0.0089919567108154,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.6976744186046512,0.6976744186046512,0.0,5651,0.5825242718446603,0.5825242718446603,0.0,5999,MLPClassifier,,,,,,,tanh,"(60, 80, 80)",invscaling,500000.0,sgd +0.11560487747192383,0.0,0.0100469589233398,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.6046511627906976,0.6046511627906976,0.0,6006,0.5473684210526316,0.5473684210526316,0.0,6053,MLPClassifier,,,,,,,relu,"(40, 40, 100)",invscaling,500000.0,sgd +0.11568999290466309,0.0,0.0089268684387207,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.5348837209302325,0.5348837209302325,0.0,6048,0.5168539325842696,0.5168539325842696,0.0,6084,MLPClassifier,,,,,,,relu,"(20, 40, 80)",invscaling,500000.0,sgd +0.5316438674926758,0.0,0.0096480846405029,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.4651162790697674,0.4651162790697674,0.0,6083,0.4819277108433735,0.4819277108433735,0.0,6111,MLPClassifier,,,,,,,tanh,"(80, 60, 100)",invscaling,500000.0,sgd +0.0955660343170166,0.0,0.0079398155212402,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.2325581395348837,0.2325581395348837,0.0,6194,0.3174603174603174,0.3174603174603174,0.0,6198,MLPClassifier,,,,,,,relu,"(20, 20, 100)",invscaling,500000.0,sgd +0.07674813270568848,0.0,0.0093419551849365,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.2093023255813953,0.2093023255813953,0.0,6198,0.2950819672131147,0.2950819672131147,0.0,6207,MLPClassifier,,,,,,,tanh,"(15, 15)",invscaling,500000.0,sgd +0.17456793785095215,0.0,0.0102739334106445,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.0930232558139534,0.0930232558139534,0.0,6241,0.1568627450980392,0.1568627450980392,0.0,6246,MLPClassifier,,,,,,,relu,"(80, 40, 80)",invscaling,500000.0,sgd +0.06476688385009766,0.0,0.0133430957794189,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.0465116279069767,0.0465116279069767,0.0,6266,0.0851063829787234,0.0851063829787234,0.0,6279,MLPClassifier,,,,,,,logistic,"(60, 40, 20)",constant,500000.0,sgd +0.17652273178100586,0.0,0.0086619853973388,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.0465116279069767,0.0465116279069767,0.0,6266,0.0851063829787234,0.0851063829787234,0.0,6279,MLPClassifier,,,,,,,relu,"(40, 20, 100)",invscaling,500000.0,sgd +0.03616595268249512,0.0,0.0079920291900634,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.0232558139534883,0.0232558139534883,0.0,6284,0.0444444444444444,0.0444444444444444,0.0,6288,MLPClassifier,,,,,,,logistic,75,invscaling,500000.0,sgd +0.053933143615722656,0.0,0.0080161094665527,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.0232558139534883,0.0232558139534883,0.0,6284,0.0444444444444444,0.0444444444444444,0.0,6288,MLPClassifier,,,,,,,logistic,80,invscaling,500000.0,sgd +0.05334281921386719,0.0,0.0088069438934326,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.0232558139534883,0.0232558139534883,0.0,6284,0.0444444444444444,0.0444444444444444,0.0,6288,MLPClassifier,,,,,,,logistic,"(45, 45)",constant,500000.0,sgd +0.440601110458374,0.0,0.0082809925079345,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.5,0.5,0.0,5818,0.5057471264367817,0.5057471264367817,0.0,5818,0.0232558139534883,0.0232558139534883,0.0,6284,0.0444444444444444,0.0444444444444444,0.0,6288,MLPClassifier,,,,,,,relu,"(75, 45)",invscaling,500000.0,sgd +0.029711246490478516,0.0,0.0086209774017333,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,15,invscaling,500000.0,sgd +0.057804107666015625,0.0,0.0106151103973388,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,35,invscaling,500000.0,sgd +0.03210783004760742,0.0,0.0074810981750488,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,40,invscaling,500000.0,sgd +0.19334912300109863,0.0,0.0084409713745117,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,45,invscaling,500000.0,sgd +0.2713887691497803,0.0,0.0091032981872558,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,60,invscaling,500000.0,sgd +0.050171852111816406,0.0,0.0076527595520019,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,65,invscaling,500000.0,sgd +0.25498294830322266,0.0,0.0099680423736572,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(15, 15)",adaptive,500000.0,sgd +0.0576939582824707,0.0,0.0077071189880371,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(15, 30)",invscaling,500000.0,sgd +0.03534889221191406,0.0,0.0073380470275878,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(15, 45)",invscaling,500000.0,sgd +0.10618972778320312,0.0,0.0081191062927246,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(15, 60)",invscaling,500000.0,sgd +0.04456019401550293,0.0,0.0095596313476562,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(15, 75)",invscaling,500000.0,sgd +0.11377811431884766,0.0,0.0091040134429931,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(15, 90)",constant,500000.0,sgd +0.09131789207458496,0.0,0.00840425491333,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(15, 90)",invscaling,500000.0,sgd +0.27904701232910156,0.0,0.0162339210510253,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(15, 90)",adaptive,500000.0,sgd +0.05868196487426758,0.0,0.0104169845581054,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(30, 15)",invscaling,500000.0,sgd +0.2342841625213623,0.0,0.007861852645874,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(30, 15)",adaptive,500000.0,sgd +0.09210705757141113,0.0,0.0106899738311767,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(30, 30)",invscaling,500000.0,sgd +0.038231849670410156,0.0,0.0140790939331054,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(30, 45)",invscaling,500000.0,sgd +0.09210920333862305,0.0,0.0079329013824462,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(30, 60)",invscaling,500000.0,sgd +0.06398797035217285,0.0,0.0087709426879882,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(45, 15)",invscaling,500000.0,sgd +0.04878711700439453,0.0,0.0087788105010986,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(45, 45)",invscaling,500000.0,sgd +0.0596010684967041,0.0,0.0081470012664794,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(45, 60)",invscaling,500000.0,sgd +0.09065818786621094,0.0,0.0099918842315673,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(45, 90)",invscaling,500000.0,sgd +0.3549990653991699,0.0,0.0125811100006103,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 15)",adaptive,500000.0,sgd +0.1010732650756836,0.0,0.0101518630981445,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 75)",invscaling,500000.0,sgd +0.05165982246398926,0.0,0.0095500946044921,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(75, 15)",constant,500000.0,sgd +0.05400705337524414,0.0,0.0106408596038818,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(75, 15)",invscaling,500000.0,sgd +0.46423888206481934,0.0,0.0106501579284667,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(75, 15)",adaptive,500000.0,sgd +0.06058096885681152,0.0,0.0104479789733886,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(75, 45)",invscaling,500000.0,sgd +0.14890408515930176,0.0,0.0091850757598876,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(75, 75)",invscaling,500000.0,sgd +0.4727048873901367,0.0,0.014578104019165,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(90, 15)",adaptive,500000.0,sgd +0.10459709167480469,0.0,0.0093307495117187,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(90, 30)",invscaling,500000.0,sgd +0.0915529727935791,0.0,0.0105407238006591,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(90, 45)",invscaling,500000.0,sgd +0.06995606422424316,0.0,0.0126228332519531,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(90, 60)",invscaling,500000.0,sgd +0.09246516227722168,0.0,0.0109510421752929,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(90, 75)",invscaling,500000.0,sgd +0.11857795715332031,0.0,0.0093710422515869,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(90, 90)",invscaling,500000.0,sgd +0.04476475715637207,0.0,0.0103182792663574,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 20, 20)",constant,500000.0,sgd +0.3419771194458008,0.0,0.0090491771697998,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 20, 20)",adaptive,500000.0,sgd +0.10640907287597656,0.0,0.0155029296875,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 20, 40)",invscaling,500000.0,sgd +0.33269190788269043,0.0,0.0102372169494628,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 20, 40)",adaptive,500000.0,sgd +0.07974505424499512,0.0,0.0089049339294433,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 20, 60)",constant,500000.0,sgd +0.0749518871307373,0.0,0.0101971626281738,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 20, 60)",invscaling,500000.0,sgd +0.15140008926391602,0.0,0.0118029117584228,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 20, 100)",constant,500000.0,sgd +0.41013503074645996,0.0,0.0084428787231445,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 20, 100)",adaptive,500000.0,sgd +0.26889491081237793,0.0,0.0092780590057373,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 40, 20)",constant,500000.0,sgd +0.07415199279785156,0.0,0.0102460384368896,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 40, 40)",invscaling,500000.0,sgd +0.0723409652709961,0.0,0.0086278915405273,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 40, 60)",invscaling,500000.0,sgd +0.09078693389892578,0.0,0.0084950923919677,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 40, 100)",adaptive,500000.0,adam +0.10257196426391602,0.0,0.0088508129119873,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 60, 20)",invscaling,500000.0,sgd +0.06465721130371094,0.0,0.0149769783020019,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 60, 40)",invscaling,500000.0,sgd +0.5310499668121338,0.0,0.0088121891021728,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 60, 80)",invscaling,500000.0,sgd +0.4422030448913574,0.0,0.0087630748748779,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 60, 80)",adaptive,500000.0,sgd +0.1360797882080078,0.0,0.0090188980102539,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 60, 100)",invscaling,500000.0,sgd +0.4770948886871338,0.0,0.0097699165344238,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 60, 100)",adaptive,500000.0,sgd +0.1000218391418457,0.0,0.0088541507720947,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 80, 20)",invscaling,500000.0,sgd +0.27956366539001465,0.0,0.0084693431854248,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 80, 20)",adaptive,500000.0,sgd +0.07119274139404297,0.0,0.0091431140899658,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 80, 60)",invscaling,500000.0,sgd +0.4937589168548584,0.0,0.0088670253753662,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 80, 60)",adaptive,500000.0,sgd +0.08107805252075195,0.0,0.0083756446838378,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 80, 60)",adaptive,500000.0,adam +0.17544913291931152,0.0,0.0089280605316162,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 80, 80)",constant,500000.0,sgd +0.0725259780883789,0.0,0.0085670948028564,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 80, 80)",invscaling,500000.0,sgd +0.508228063583374,0.0,0.0095069408416748,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 80, 80)",adaptive,500000.0,sgd +0.09068083763122559,0.0,0.0101702213287353,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 80, 100)",invscaling,500000.0,sgd +0.11496901512145996,0.0,0.0088739395141601,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 100, 20)",invscaling,500000.0,sgd +0.16330432891845703,0.0,0.0084888935089111,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 100, 40)",constant,500000.0,sgd +0.25937414169311523,0.0,0.0096840858459472,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 100, 80)",invscaling,500000.0,sgd +0.5778529644012451,0.0,0.0102391242980957,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 100, 80)",adaptive,500000.0,sgd +0.24516510963439941,0.0,0.0125670433044433,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 100, 100)",constant,500000.0,sgd +0.21299409866333008,0.0,0.0086207389831542,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 20, 20)",constant,500000.0,sgd +0.08052706718444824,0.0,0.0124258995056152,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 20, 20)",invscaling,500000.0,sgd +0.3520078659057617,0.0,0.0072181224822998,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 20, 20)",adaptive,500000.0,sgd +0.1680140495300293,0.0,0.0090429782867431,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 20, 40)",constant,500000.0,sgd +0.08352303504943848,0.0,0.0115768909454345,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 20, 60)",invscaling,500000.0,sgd +0.10802102088928223,0.0,0.0083730220794677,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 20, 80)",invscaling,500000.0,sgd +0.14657378196716309,0.0,0.0087699890136718,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 20, 100)",constant,500000.0,sgd +0.14609694480895996,0.0,0.0081021785736083,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 20, 100)",invscaling,500000.0,sgd +0.29004693031311035,0.0,0.008368968963623,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 40, 20)",constant,500000.0,sgd +0.48629188537597656,0.0,0.0087881088256835,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 40, 20)",adaptive,500000.0,sgd +0.06722617149353027,0.0,0.0083198547363281,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 40, 60)",invscaling,500000.0,sgd +0.0887298583984375,0.0,0.0085008144378662,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 40, 80)",invscaling,500000.0,sgd +0.09792160987854004,0.0,0.0090341567993164,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 60, 20)",invscaling,500000.0,sgd +0.5652549266815186,0.0,0.0100903511047363,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 60, 20)",adaptive,500000.0,sgd +0.16351890563964844,0.0,0.0084509849548339,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 60, 80)",invscaling,500000.0,sgd +0.5449321269989014,0.0,0.0091028213500976,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 60, 80)",adaptive,500000.0,sgd +0.18867874145507812,0.0,0.0129001140594482,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 60, 100)",constant,500000.0,sgd +0.22929811477661133,0.0,0.0100867748260498,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 60, 100)",invscaling,500000.0,sgd +0.3202488422393799,0.0,0.011970043182373,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 80, 20)",constant,500000.0,sgd +0.08721113204956055,0.0,0.0084407329559326,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 80, 20)",invscaling,500000.0,sgd +0.23470592498779297,0.0,0.0103600025177001,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 80, 40)",constant,500000.0,sgd +0.13895392417907715,0.0,0.0085048675537109,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 80, 60)",invscaling,500000.0,sgd +0.23308110237121582,0.0,0.0085220336914062,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 80, 80)",invscaling,500000.0,sgd +0.566633939743042,0.0,0.0086960792541503,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 80, 80)",adaptive,500000.0,sgd +0.0715951919555664,0.0,0.0094749927520751,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 100, 20)",invscaling,500000.0,sgd +0.0919489860534668,0.0,0.0086221694946289,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 100, 40)",invscaling,500000.0,sgd +0.5056309700012207,0.0,0.0089848041534423,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 100, 40)",adaptive,500000.0,sgd +0.1204531192779541,0.0,0.0094859600067138,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(40, 100, 100)",invscaling,500000.0,sgd +0.291384220123291,0.0,0.0084717273712158,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 20, 40)",adaptive,500000.0,sgd +0.08511090278625488,0.0,0.0085220336914062,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 20, 60)",invscaling,500000.0,sgd +0.059433937072753906,0.0,0.0084059238433837,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 20, 100)",constant,500000.0,sgd +0.06805038452148438,0.0,0.0084588527679443,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 40, 20)",invscaling,500000.0,sgd +0.3162508010864258,0.0,0.0088090896606445,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 40, 60)",adaptive,500000.0,sgd +0.07134008407592773,0.0,0.0114800930023193,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 40, 100)",invscaling,500000.0,sgd +0.0751183032989502,0.0,0.0102016925811767,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 60, 40)",invscaling,500000.0,sgd +0.3468029499053955,0.0,0.0085909366607666,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 60, 40)",adaptive,500000.0,sgd +0.16612768173217773,0.0,0.0133671760559082,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 60, 60)",invscaling,500000.0,sgd +0.17264389991760254,0.0,0.0089509487152099,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 60, 80)",constant,500000.0,sgd +0.183488130569458,0.0,0.0100159645080566,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 60, 80)",invscaling,500000.0,sgd +0.20012998580932617,0.0,0.0089979171752929,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 60, 100)",constant,500000.0,sgd +0.07421302795410156,0.0,0.0098369121551513,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 80, 20)",invscaling,500000.0,sgd +0.6486489772796631,0.0,0.0088651180267333,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 80, 20)",adaptive,500000.0,sgd +0.07719087600708008,0.0,0.009498119354248,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 80, 40)",constant,500000.0,sgd +0.14949679374694824,0.0,0.0094671249389648,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 80, 40)",invscaling,500000.0,sgd +0.5040090084075928,0.0,0.0118310451507568,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 80, 40)",adaptive,500000.0,sgd +0.2208850383758545,0.0,0.0096948146820068,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 80, 80)",constant,500000.0,sgd +0.23445892333984375,0.0,0.009631872177124,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 80, 100)",invscaling,500000.0,sgd +0.4063289165496826,0.0,0.0123980045318603,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 100, 20)",constant,500000.0,sgd +0.5785610675811768,0.0,0.0087168216705322,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 100, 40)",adaptive,500000.0,sgd +0.10987424850463867,0.0,0.0093996524810791,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 100, 60)",invscaling,500000.0,sgd +0.11450791358947754,0.0,0.0109930038452148,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 100, 80)",invscaling,500000.0,sgd +0.7630038261413574,0.0,0.0111880302429199,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 100, 100)",adaptive,500000.0,sgd +0.0638279914855957,0.0,0.0095939636230468,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 20, 20)",constant,500000.0,sgd +0.2695891857147217,0.0,0.0087380409240722,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 20, 20)",adaptive,500000.0,sgd +0.07462382316589355,0.0,0.0100018978118896,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 20, 40)",invscaling,500000.0,sgd +0.11730289459228516,0.0,0.008376121520996,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 20, 80)",invscaling,500000.0,sgd +0.4615921974182129,0.0,0.013901948928833,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 20, 80)",adaptive,500000.0,sgd +0.15622925758361816,0.0,0.0088367462158203,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 20, 100)",constant,500000.0,sgd +0.23902225494384766,0.0,0.0105977058410644,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 40, 20)",constant,500000.0,sgd +0.06873488426208496,0.0,0.009315013885498,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 40, 20)",invscaling,500000.0,sgd +0.5285599231719971,0.0,0.0085721015930175,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 40, 20)",adaptive,500000.0,sgd +0.23935484886169434,0.0,0.0088992118835449,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 40, 60)",constant,500000.0,sgd +0.14008283615112305,0.0,0.0102581977844238,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 40, 60)",invscaling,500000.0,sgd +0.09063029289245605,0.0,0.0124487876892089,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 40, 100)",constant,500000.0,sgd +0.08219790458679199,0.0,0.0095431804656982,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 60, 20)",constant,500000.0,sgd +0.07800507545471191,0.0,0.0086829662322998,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 60, 20)",invscaling,500000.0,sgd +0.22418999671936035,0.0,0.0106348991394042,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 60, 40)",constant,500000.0,sgd +0.13112711906433105,0.0,0.0093240737915039,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 60, 40)",invscaling,500000.0,sgd +0.2357940673828125,0.0,0.0105798244476318,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 60, 60)",invscaling,500000.0,sgd +0.12105894088745117,0.0,0.0089499950408935,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 60, 100)",invscaling,500000.0,sgd +0.629676103591919,0.0,0.0094659328460693,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 60, 100)",adaptive,500000.0,sgd +0.09288716316223145,0.0,0.009598970413208,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 80, 20)",invscaling,500000.0,sgd +0.30112290382385254,0.0,0.0100080966949462,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 80, 40)",constant,500000.0,sgd +0.512580156326294,0.0,0.0096540451049804,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 80, 40)",adaptive,500000.0,sgd +0.2403252124786377,0.0,0.0101428031921386,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 80, 80)",constant,500000.0,sgd +0.22011995315551758,0.0,0.0104608535766601,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 80, 100)",constant,500000.0,sgd +0.2551119327545166,0.0,0.009084939956665,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 80, 100)",invscaling,500000.0,sgd +0.12112998962402344,0.0,0.0098128318786621,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 100, 20)",invscaling,500000.0,sgd +0.6353352069854736,0.0,0.0134947299957275,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 100, 20)",adaptive,500000.0,sgd +0.10943937301635742,0.0,0.0088908672332763,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 100, 40)",invscaling,500000.0,sgd +0.09840202331542969,0.0,0.0096490383148193,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 100, 60)",constant,500000.0,sgd +0.11478710174560547,0.0,0.0095758438110351,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 100, 80)",invscaling,500000.0,sgd +0.19411611557006836,0.0,0.0139119625091552,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 100, 100)",invscaling,500000.0,sgd +0.8210859298706055,0.0,0.0098152160644531,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(80, 100, 100)",adaptive,500000.0,sgd +0.10899209976196289,0.0,0.0090029239654541,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 20, 20)",invscaling,500000.0,sgd +0.4373037815093994,0.0,0.0095510482788085,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 20, 20)",adaptive,500000.0,sgd +0.1614692211151123,0.0,0.0054459571838378,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 20, 40)",constant,500000.0,sgd +0.07974505424499512,0.0,0.0093498229980468,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 20, 40)",invscaling,500000.0,sgd +0.4919290542602539,0.0,0.0088350772857666,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 20, 40)",adaptive,500000.0,sgd +0.07828211784362793,0.0,0.0091958045959472,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 20, 60)",invscaling,500000.0,sgd +0.36296868324279785,0.0,0.0092170238494873,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 20, 60)",adaptive,500000.0,sgd +0.19703388214111328,0.0,0.0088891983032226,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 20, 80)",constant,500000.0,sgd +0.07640194892883301,0.0,0.0090560913085937,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 20, 80)",invscaling,500000.0,sgd +0.15411710739135742,0.0,0.0101730823516845,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 20, 100)",constant,500000.0,sgd +0.13480305671691895,0.0,0.0134670734405517,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 40, 60)",invscaling,500000.0,sgd +0.4341719150543213,0.0,0.0089290142059326,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 40, 60)",adaptive,500000.0,sgd +0.23137688636779785,0.0,0.0101690292358398,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 40, 80)",constant,500000.0,sgd +0.0983428955078125,0.0,0.0124318599700927,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 40, 100)",invscaling,500000.0,sgd +0.3484649658203125,0.0,0.0090811252593994,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 60, 20)",constant,500000.0,sgd +0.09740710258483887,0.0,0.0089430809020996,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 60, 20)",invscaling,500000.0,sgd +0.12805819511413574,0.0,0.0129227638244628,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 60, 40)",invscaling,500000.0,sgd +0.4741358757019043,0.0,0.0141081809997558,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 60, 40)",adaptive,500000.0,sgd +0.10280084609985352,0.0,0.0095589160919189,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 60, 80)",invscaling,500000.0,sgd +0.6525790691375732,0.0,0.0101039409637451,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 60, 80)",adaptive,500000.0,sgd +0.2270660400390625,0.0,0.009549856185913,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 60, 100)",constant,500000.0,sgd +0.278048038482666,0.0,0.0094389915466308,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 60, 100)",invscaling,500000.0,sgd +0.09390687942504883,0.0,0.0092079639434814,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 80, 20)",invscaling,500000.0,sgd +0.6388442516326904,0.0,0.0092296600341796,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 80, 20)",adaptive,500000.0,sgd +0.31501221656799316,0.0,0.0103988647460937,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 80, 40)",constant,500000.0,sgd +0.13450288772583008,0.0,0.0138361454010009,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 80, 40)",invscaling,500000.0,sgd +0.6941030025482178,0.0,0.0104329586029052,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 80, 40)",adaptive,500000.0,sgd +0.12494516372680664,0.0,0.010009765625,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 80, 60)",invscaling,500000.0,sgd +0.46497607231140137,0.0,0.0133788585662841,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 80, 80)",invscaling,500000.0,sgd +0.31898999214172363,0.0,0.0196061134338378,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 80, 100)",invscaling,500000.0,sgd +0.10190820693969727,0.0,0.0097606182098388,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 100, 20)",constant,500000.0,sgd +0.11951208114624023,0.0,0.0111429691314697,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 100, 20)",invscaling,500000.0,sgd +0.12415695190429688,0.0,0.0100209712982177,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 100, 40)",constant,500000.0,sgd +0.11237192153930664,0.0,0.0092489719390869,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 100, 40)",invscaling,500000.0,sgd +0.3251979351043701,0.0,0.0110650062561035,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 100, 80)",constant,500000.0,sgd +0.19908380508422852,0.0,0.0103461742401123,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 100, 80)",invscaling,500000.0,sgd +0.16802096366882324,0.0,0.0106751918792724,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 100, 100)",invscaling,500000.0,sgd +0.30007290840148926,0.0,0.0081610679626464,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,tanh,"(20, 40, 80)",invscaling,500000.0,sgd +0.27089524269104004,0.0,0.0123319625854492,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,tanh,"(40, 20, 40)",invscaling,500000.0,sgd +0.4951908588409424,0.0,0.00822114944458,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(15, 60)",invscaling,500000.0,sgd +0.33200883865356445,0.0,0.0078239440917968,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(30, 45)",invscaling,500000.0,sgd +0.6642420291900635,0.0,0.00795578956604,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(30, 60)",invscaling,500000.0,sgd +0.42592310905456543,0.0,0.0086781978607177,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(45, 90)",invscaling,500000.0,sgd +0.13886213302612305,0.0,0.0078969001770019,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(20, 20, 40)",invscaling,500000.0,sgd +0.09014892578125,0.0,0.0108671188354492,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(20, 40, 20)",invscaling,500000.0,sgd +0.2887728214263916,0.0,0.0095570087432861,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(20, 100, 100)",invscaling,500000.0,sgd +0.5998377799987793,0.0,0.0088589191436767,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(40, 20, 60)",invscaling,500000.0,sgd +13.828.439.712.524.400,0.0,0.0089592933654785,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(40, 60, 100)",invscaling,500000.0,sgd +0.5292849540710449,0.0,0.0130050182342529,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(40, 80, 40)",invscaling,500000.0,sgd +0.278735876083374,0.0,0.0089149475097656,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(60, 60, 60)",invscaling,500000.0,sgd +0.09415578842163086,0.0,0.0088601112365722,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(80, 20, 40)",invscaling,500000.0,sgd +0.6396000385284424,0.0,0.0093550682067871,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(80, 60, 20)",invscaling,500000.0,sgd +0.1824190616607666,0.0,0.0095288753509521,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(80, 60, 60)",invscaling,500000.0,sgd +0.9748501777648926,0.0,0.0093019008636474,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(80, 80, 80)",invscaling,500000.0,sgd +0.8149878978729248,0.0,0.0093519687652587,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(100, 20, 20)",invscaling,500000.0,sgd +0.3124120235443115,0.0,0.0094456672668457,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(100, 60, 40)",invscaling,500000.0,sgd +0.3456270694732666,0.0,0.0100729465484619,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.5057471264367817,0.5057471264367817,0.0,5818,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(100, 100, 80)",invscaling,500000.0,sgd +0.031579017639160156,0.0,0.0160918235778808,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,5,constant,500000.0,sgd +0.02774810791015625,0.0,0.01007080078125,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,30,invscaling,500000.0,sgd +0.234619140625,0.0,0.0078752040863037,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,90,invscaling,500000.0,sgd +0.025752782821655273,0.0,0.00797700881958,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(15, 15)",constant,500000.0,sgd +0.0457150936126709,0.0,0.012366771697998,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(15, 15)",invscaling,500000.0,sgd +0.09707808494567871,0.0,0.007725715637207,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(30, 15)",constant,500000.0,sgd +0.29968810081481934,0.0,0.0085058212280273,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(30, 30)",adaptive,500000.0,sgd +0.07250690460205078,0.0,0.0082869529724121,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(30, 45)",constant,500000.0,sgd +0.2564706802368164,0.0,0.0108842849731445,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(30, 75)",adaptive,500000.0,sgd +0.14080190658569336,0.0,0.0091278553009033,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(30, 90)",constant,500000.0,sgd +0.10096883773803711,0.0,0.0081019401550292,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(30, 90)",invscaling,500000.0,sgd +0.1690831184387207,0.0,0.0084249973297119,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(45, 15)",adaptive,500000.0,sgd +0.04442000389099121,0.0,0.0077199935913085,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(45, 30)",invscaling,500000.0,sgd +0.26645421981811523,0.0,0.0083129405975341,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(45, 30)",adaptive,500000.0,sgd +0.3609189987182617,0.0,0.0092449188232421,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(45, 75)",invscaling,500000.0,sgd +0.0439760684967041,0.0,0.0095009803771972,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 15)",constant,500000.0,sgd +0.04511737823486328,0.0,0.0082869529724121,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 15)",invscaling,500000.0,sgd +0.05015420913696289,0.0,0.0091907978057861,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 30)",invscaling,500000.0,sgd +0.14569401741027832,0.0,0.0114169120788574,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 60)",constant,500000.0,sgd +0.17678475379943848,0.0,0.0105452537536621,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(75, 30)",constant,500000.0,sgd +0.11407184600830078,0.0,0.0143189430236816,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(75, 30)",invscaling,500000.0,sgd +0.23004913330078125,0.0,0.0104918479919433,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(75, 30)",adaptive,500000.0,sgd +0.06789422035217285,0.0,0.009078025817871,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(75, 60)",invscaling,500000.0,sgd +0.4370419979095459,0.0,0.0090429782867431,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(75, 75)",adaptive,500000.0,sgd +0.1318798065185547,0.0,0.0100810527801513,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(75, 90)",invscaling,500000.0,sgd +0.4754331111907959,0.0,0.0095598697662353,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(75, 90)",adaptive,500000.0,sgd +0.05406594276428223,0.0,0.0102241039276123,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(90, 15)",invscaling,500000.0,sgd +0.1966719627380371,0.0,0.0142288208007812,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(90, 90)",constant,500000.0,sgd +0.09100914001464844,0.0,0.0089759826660156,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 20, 20)",invscaling,500000.0,sgd +0.13599205017089844,0.0,0.0088520050048828,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 20, 40)",constant,500000.0,sgd +0.246779203414917,0.0,0.0080587863922119,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 20, 60)",adaptive,500000.0,sgd +0.12527775764465332,0.0,0.0105793476104736,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 20, 80)",constant,500000.0,sgd +0.23066067695617676,0.0,0.0089080333709716,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 20, 80)",invscaling,500000.0,sgd +0.3912777900695801,0.0,0.0122661590576171,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 20, 80)",adaptive,500000.0,sgd +0.1667799949645996,0.0,0.0094950199127197,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 20, 100)",invscaling,500000.0,sgd +0.09877300262451172,0.0,0.0102183818817138,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 40, 20)",invscaling,500000.0,sgd +0.38268208503723145,0.0,0.0094778537750244,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 40, 20)",adaptive,500000.0,sgd +0.12089800834655762,0.0,0.0100789070129394,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 40, 40)",constant,500000.0,sgd +0.2661728858947754,0.0,0.0107040405273437,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 40, 40)",adaptive,500000.0,sgd +0.1672649383544922,0.0,0.0094821453094482,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 40, 60)",constant,500000.0,sgd +0.41315507888793945,0.0,0.0086779594421386,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 40, 60)",adaptive,500000.0,sgd +0.0538487434387207,0.0,0.008213996887207,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 40, 80)",constant,500000.0,sgd +0.05839204788208008,0.0,0.0131661891937255,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 40, 80)",invscaling,500000.0,sgd +0.38510990142822266,0.0,0.0090391635894775,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 40, 80)",adaptive,500000.0,sgd +0.0730600357055664,0.0,0.009019136428833,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 40, 100)",invscaling,500000.0,sgd +0.41347479820251465,0.0,0.008599042892456,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 40, 100)",adaptive,500000.0,sgd +0.054429054260253906,0.0,0.0115871429443359,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 60, 20)",constant,500000.0,sgd +0.3014259338378906,0.0,0.0087261199951171,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 60, 20)",adaptive,500000.0,sgd +0.4210529327392578,0.0,0.0087008476257324,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 60, 40)",adaptive,500000.0,sgd +0.10841512680053711,0.0,0.008495807647705,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 60, 60)",constant,500000.0,sgd +0.10997509956359863,0.0,0.0088279247283935,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 60, 60)",invscaling,500000.0,sgd +0.4424781799316406,0.0,0.0088357925415039,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 60, 60)",adaptive,500000.0,sgd +0.1434488296508789,0.0,0.0087900161743164,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 60, 80)",constant,500000.0,sgd +0.1367359161376953,0.0,0.0092496871948242,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 60, 100)",constant,500000.0,sgd +0.23926711082458496,0.0,0.0091819763183593,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 80, 20)",constant,500000.0,sgd +0.20138192176818848,0.0,0.0085351467132568,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 80, 40)",constant,500000.0,sgd +0.06746339797973633,0.0,0.0083909034729003,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 80, 40)",invscaling,500000.0,sgd +0.12270426750183105,0.0,0.0084710121154785,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 80, 100)",constant,500000.0,sgd +0.5123209953308105,0.0,0.0093739032745361,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 80, 100)",adaptive,500000.0,sgd +0.2582740783691406,0.0,0.0090279579162597,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 100, 20)",constant,500000.0,sgd +0.4013187885284424,0.0,0.0086750984191894,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 100, 20)",adaptive,500000.0,sgd +0.14736700057983398,0.0,0.0094130039215087,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 100, 40)",invscaling,500000.0,sgd +0.39435601234436035,0.0,0.0108630657196044,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 100, 40)",adaptive,500000.0,sgd +0.22077703475952148,0.0,0.0086429119110107,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 100, 60)",invscaling,500000.0,sgd +0.4973940849304199,0.0,0.0089209079742431,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 100, 60)",adaptive,500000.0,sgd +0.24849891662597656,0.0,0.0093400478363037,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 100, 100)",invscaling,500000.0,sgd +0.633598804473877,0.0,0.0096001625061035,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(20, 100, 100)",adaptive,500000.0,sgd +0.06533336639404297,0.0,0.0108528137207031,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 20, 40)",invscaling,500000.0,sgd +0.482666015625,0.0,0.0083179473876953,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 20, 40)",adaptive,500000.0,sgd +0.0531001091003418,0.0,0.010225772857666,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 20, 60)",constant,500000.0,sgd +0.24963879585266113,0.0,0.0097243785858154,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 20, 60)",adaptive,500000.0,sgd +0.14372801780700684,0.0,0.0081708431243896,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 20, 80)",constant,500000.0,sgd +0.4347538948059082,0.0,0.0092549324035644,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 20, 80)",adaptive,500000.0,sgd +0.31757187843322754,0.0,0.008289098739624,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 20, 100)",adaptive,500000.0,sgd +0.058345794677734375,0.0,0.0086312294006347,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 40, 20)",invscaling,500000.0,sgd +0.11053323745727539,0.0,0.0137689113616943,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 40, 40)",constant,500000.0,sgd +0.12142276763916016,0.0,0.0086421966552734,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 40, 40)",invscaling,500000.0,sgd +0.29498815536499023,0.0,0.009037971496582,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 40, 40)",adaptive,500000.0,sgd +0.1429150104522705,0.0,0.0079350471496582,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 40, 60)",constant,500000.0,sgd +0.40390610694885254,0.0,0.0099179744720458,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 40, 60)",adaptive,500000.0,sgd +0.18436908721923828,0.0,0.0083289146423339,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 40, 80)",constant,500000.0,sgd +0.43530702590942383,0.0,0.0088248252868652,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 40, 80)",adaptive,500000.0,sgd +0.12663888931274414,0.0,0.008836030960083,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 40, 100)",constant,500000.0,sgd +0.07874321937561035,0.0,0.0091118812561035,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 40, 100)",invscaling,500000.0,sgd +0.4800136089324951,0.0,0.0083651542663574,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 40, 100)",adaptive,500000.0,sgd +0.2106318473815918,0.0,0.0090939998626708,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 60, 20)",constant,500000.0,sgd +0.2222919464111328,0.0,0.0086662769317626,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 60, 40)",constant,500000.0,sgd +0.0873420238494873,0.0,0.0094499588012695,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 60, 40)",invscaling,500000.0,sgd +0.38095903396606445,0.0,0.0085299015045166,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 60, 40)",adaptive,500000.0,sgd +0.23934221267700195,0.0,0.0101690292358398,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 60, 60)",invscaling,500000.0,sgd +0.4107661247253418,0.0,0.0080738067626953,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 60, 60)",adaptive,500000.0,sgd +0.5388422012329102,0.0,0.0094950199127197,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 60, 100)",adaptive,500000.0,sgd +0.32545900344848633,0.0,0.0085487365722656,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 80, 20)",adaptive,500000.0,sgd +0.07250499725341797,0.0,0.008800983428955,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 80, 40)",invscaling,500000.0,sgd +0.5884699821472168,0.0,0.0089459419250488,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 80, 40)",adaptive,500000.0,sgd +0.21187210083007812,0.0,0.0113449096679687,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 80, 60)",constant,500000.0,sgd +0.5369579792022705,0.0,0.0085539817810058,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 80, 60)",adaptive,500000.0,sgd +0.0814828872680664,0.0,0.0085132122039794,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 80, 80)",constant,500000.0,sgd +0.18074870109558105,0.0,0.0090601444244384,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 80, 100)",invscaling,500000.0,sgd +0.4949498176574707,0.0,0.0094578266143798,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 80, 100)",adaptive,500000.0,sgd +0.28667593002319336,0.0,0.008812665939331,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 100, 20)",constant,500000.0,sgd +0.6097719669342041,0.0,0.0089340209960937,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 100, 20)",adaptive,500000.0,sgd +0.2101759910583496,0.0,0.0132417678833007,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 100, 40)",constant,500000.0,sgd +0.16406702995300293,0.0,0.009221076965332,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 100, 60)",constant,500000.0,sgd +0.17758727073669434,0.0,0.0101079940795898,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 100, 60)",invscaling,500000.0,sgd +0.43637990951538086,0.0,0.0085113048553466,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 100, 60)",adaptive,500000.0,sgd +0.2102971076965332,0.0,0.0091328620910644,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 100, 80)",constant,500000.0,sgd +0.08764219284057617,0.0,0.0093848705291748,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 100, 80)",invscaling,500000.0,sgd +0.6060500144958496,0.0,0.0096938610076904,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 100, 80)",adaptive,500000.0,sgd +0.23956680297851562,0.0,0.0104413032531738,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 100, 100)",constant,500000.0,sgd +0.6845228672027588,0.0,0.0087759494781494,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(40, 100, 100)",adaptive,500000.0,sgd +0.16562891006469727,0.0,0.008894920349121,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 20, 20)",constant,500000.0,sgd +0.15094208717346191,0.0,0.0087101459503173,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 20, 20)",invscaling,500000.0,sgd +0.3200950622558594,0.0,0.0085351467132568,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 20, 20)",adaptive,500000.0,sgd +0.2089381217956543,0.0,0.0102581977844238,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 20, 40)",constant,500000.0,sgd +0.07047510147094727,0.0,0.0086770057678222,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 20, 40)",invscaling,500000.0,sgd +0.3654000759124756,0.0,0.0069680213928222,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 20, 60)",adaptive,500000.0,sgd +0.13846302032470703,0.0,0.0086941719055175,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 20, 80)",constant,500000.0,sgd +0.06902217864990234,0.0,0.0153889656066894,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 20, 80)",invscaling,500000.0,sgd +0.16919493675231934,0.0,0.0093598365783691,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 20, 100)",invscaling,500000.0,sgd +0.4284369945526123,0.0,0.0100131034851074,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 20, 100)",adaptive,500000.0,sgd +0.3535289764404297,0.0,0.0085430145263671,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 40, 20)",adaptive,500000.0,sgd +0.17618203163146973,0.0,0.0084342956542968,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 40, 40)",constant,500000.0,sgd +0.11747097969055176,0.0,0.0134217739105224,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 40, 40)",invscaling,500000.0,sgd +0.14819097518920898,0.0,0.0088932514190673,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 40, 60)",constant,500000.0,sgd +0.10913610458374023,0.0,0.0085980892181396,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 40, 60)",invscaling,500000.0,sgd +0.16465187072753906,0.0,0.0097372531890869,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 40, 80)",invscaling,500000.0,sgd +0.17421627044677734,0.0,0.0086479187011718,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 40, 100)",constant,500000.0,sgd +0.5406582355499268,0.0,0.0099530220031738,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 40, 100)",adaptive,500000.0,sgd +0.29104161262512207,0.0,0.0094010829925537,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 60, 20)",constant,500000.0,sgd +0.33258628845214844,0.0,0.0089318752288818,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 60, 20)",adaptive,500000.0,sgd +0.22164082527160645,0.0,0.0113861560821533,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 60, 40)",constant,500000.0,sgd +0.5017108917236328,0.0,0.0087542533874511,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 60, 60)",adaptive,500000.0,sgd +0.5393648147583008,0.0,0.0076680183410644,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 60, 80)",adaptive,500000.0,sgd +0.4376509189605713,0.0,0.012455940246582,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 60, 100)",invscaling,500000.0,sgd +0.18091607093811035,0.0,0.008774995803833,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 80, 20)",constant,500000.0,sgd +0.07735395431518555,0.0,0.009214162826538,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 80, 60)",constant,500000.0,sgd +0.28646230697631836,0.0,0.0094358921051025,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 80, 60)",invscaling,500000.0,sgd +0.1725449562072754,0.0,0.0089049339294433,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 80, 80)",invscaling,500000.0,sgd +0.6312119960784912,0.0,0.0101020336151123,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 80, 80)",adaptive,500000.0,sgd +0.6282827854156494,0.0,0.0101881027221679,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 80, 100)",adaptive,500000.0,sgd +0.15956997871398926,0.0,0.0088388919830322,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 100, 20)",invscaling,500000.0,sgd +0.6987698078155518,0.0,0.0107722282409667,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 100, 20)",adaptive,500000.0,sgd +0.2665548324584961,0.0,0.0088691711425781,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 100, 40)",constant,500000.0,sgd +0.09287691116333008,0.0,0.0090639591217041,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 100, 40)",invscaling,500000.0,sgd +0.31420111656188965,0.0,0.0150549411773681,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 100, 60)",constant,500000.0,sgd +0.24344086647033691,0.0,0.0093519687652587,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 100, 80)",constant,500000.0,sgd +0.5713958740234375,0.0,0.0105550289154052,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 100, 80)",adaptive,500000.0,sgd +0.21771001815795898,0.0,0.0101180076599121,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 100, 100)",constant,500000.0,sgd +0.2009730339050293,0.0,0.0095348358154296,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(60, 100, 100)",invscaling,500000.0,sgd +0.20147204399108887,0.0,0.0129830837249755,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 20, 40)",constant,500000.0,sgd +0.4659607410430908,0.0,0.0085608959197998,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 20, 40)",adaptive,500000.0,sgd +0.06757807731628418,0.0,0.0085582733154296,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 20, 60)",invscaling,500000.0,sgd +0.14874505996704102,0.0,0.0080611705780029,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 20, 80)",constant,500000.0,sgd +0.20203709602355957,0.0,0.0087552070617675,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 20, 100)",invscaling,500000.0,sgd +0.4679548740386963,0.0,0.0088992118835449,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 20, 100)",adaptive,500000.0,sgd +0.17945003509521484,0.0,0.0088169574737548,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 40, 40)",constant,500000.0,sgd +0.08443307876586914,0.0,0.0087339878082275,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 40, 40)",invscaling,500000.0,sgd +0.5527768135070801,0.0,0.0094051361083984,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 40, 40)",adaptive,500000.0,sgd +0.5305931568145752,0.0,0.0094568729400634,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 40, 60)",adaptive,500000.0,sgd +0.1655440330505371,0.0,0.0088231563568115,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 40, 80)",constant,500000.0,sgd +0.1167452335357666,0.0,0.0080399513244628,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 40, 80)",invscaling,500000.0,sgd +0.5074920654296875,0.0,0.0089590549468994,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 40, 80)",adaptive,500000.0,sgd +0.26552605628967285,0.0,0.0095200538635253,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 40, 100)",invscaling,500000.0,sgd +0.547551155090332,0.0,0.0089750289916992,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 60, 20)",adaptive,500000.0,sgd +0.5786731243133545,0.0,0.008556842803955,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 60, 40)",adaptive,500000.0,sgd +0.2076108455657959,0.0,0.0097930431365966,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 60, 60)",constant,500000.0,sgd +0.6056299209594727,0.0,0.0116059780120849,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 60, 60)",adaptive,500000.0,sgd +0.17151331901550293,0.0,0.0094709396362304,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 60, 80)",constant,500000.0,sgd +0.1869981288909912,0.0,0.0086400508880615,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 60, 80)",invscaling,500000.0,sgd +0.6062521934509277,0.0,0.0091729164123535,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 60, 80)",adaptive,500000.0,sgd +0.223646879196167,0.0,0.0090610980987548,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 60, 100)",constant,500000.0,sgd +0.4275779724121094,0.0,0.011693000793457,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 80, 20)",constant,500000.0,sgd +0.6777098178863525,0.0,0.0092260837554931,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 80, 20)",adaptive,500000.0,sgd +0.08777308464050293,0.0,0.0086328983306884,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 80, 40)",invscaling,500000.0,sgd +0.09783387184143066,0.0,0.0093481540679931,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 80, 60)",invscaling,500000.0,sgd +0.7300217151641846,0.0,0.0094320774078369,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 80, 60)",adaptive,500000.0,sgd +0.23993968963623047,0.0,0.010462999343872,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 80, 80)",invscaling,500000.0,sgd +0.6126317977905273,0.0,0.0094671249389648,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 80, 80)",adaptive,500000.0,sgd +0.6939051151275635,0.0,0.0109829902648925,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 80, 100)",adaptive,500000.0,sgd +0.4062197208404541,0.0,0.012632131576538,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 100, 20)",constant,500000.0,sgd +0.0983729362487793,0.0,0.0094408988952636,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 100, 40)",constant,500000.0,sgd +0.7095820903778076,0.0,0.0090579986572265,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 100, 40)",adaptive,500000.0,sgd +0.13703131675720215,0.0,0.010002851486206,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 100, 60)",invscaling,500000.0,sgd +0.7007920742034912,0.0,0.0100989341735839,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 100, 60)",adaptive,500000.0,sgd +0.23120999336242676,0.0,0.0099909305572509,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 100, 80)",constant,500000.0,sgd +0.8076508045196533,0.0,0.0183141231536865,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 100, 80)",adaptive,500000.0,sgd +0.28422975540161133,0.0,0.0103991031646728,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(80, 100, 100)",constant,500000.0,sgd +0.35103893280029297,0.0,0.0094931125640869,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 20, 20)",constant,500000.0,sgd +0.15216374397277832,0.0,0.0085902214050292,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 20, 60)",constant,500000.0,sgd +0.44475317001342773,0.0,0.0107498168945312,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 20, 80)",adaptive,500000.0,sgd +0.08995890617370605,0.0,0.0086841583251953,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 20, 100)",invscaling,500000.0,sgd +0.48714494705200195,0.0,0.0109829902648925,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 20, 100)",adaptive,500000.0,sgd +0.2767958641052246,0.0,0.0092008113861083,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 40, 20)",constant,500000.0,sgd +0.06262707710266113,0.0,0.0093610286712646,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 40, 20)",invscaling,500000.0,sgd +0.5902976989746094,0.0,0.0084230899810791,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 40, 20)",adaptive,500000.0,sgd +0.2706592082977295,0.0,0.0097920894622802,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 40, 40)",constant,500000.0,sgd +0.08123183250427246,0.0,0.0087790489196777,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 40, 40)",invscaling,500000.0,sgd +0.5355939865112305,0.0,0.0092208385467529,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 40, 40)",adaptive,500000.0,sgd +0.21446895599365234,0.0,0.0113489627838134,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 40, 60)",constant,500000.0,sgd +0.11812376976013184,0.0,0.0093691349029541,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 40, 80)",invscaling,500000.0,sgd +0.5699610710144043,0.0,0.0092577934265136,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 40, 80)",adaptive,500000.0,sgd +0.5473239421844482,0.0,0.0096387863159179,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 40, 100)",adaptive,500000.0,sgd +0.886145830154419,0.0,0.0110762119293212,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 60, 20)",adaptive,500000.0,sgd +0.2816448211669922,0.0,0.0094110965728759,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 60, 60)",constant,500000.0,sgd +0.14868474006652832,0.0,0.0088331699371337,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 60, 60)",invscaling,500000.0,sgd +0.6240038871765137,0.0,0.0095071792602539,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 60, 60)",adaptive,500000.0,sgd +0.18208789825439453,0.0,0.0090188980102539,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 60, 80)",constant,500000.0,sgd +0.6591401100158691,0.0,0.0114219188690185,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 60, 100)",adaptive,500000.0,sgd +0.23767685890197754,0.0,0.0090389251708984,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 80, 20)",constant,500000.0,sgd +0.20546817779541016,0.0,0.0099709033966064,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 80, 60)",constant,500000.0,sgd +0.25490522384643555,0.0,0.0188069343566894,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 80, 80)",constant,500000.0,sgd +0.46726393699645996,0.0,0.0114099979400634,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 80, 100)",constant,500000.0,sgd +0.7556650638580322,0.0,0.0103797912597656,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 80, 100)",adaptive,500000.0,sgd +0.7459161281585693,0.0,0.009653091430664,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 100, 20)",adaptive,500000.0,sgd +0.7398109436035156,0.0,0.0144991874694824,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 100, 40)",adaptive,500000.0,sgd +0.21455693244934082,0.0,0.0127129554748535,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 100, 60)",constant,500000.0,sgd +0.14528918266296387,0.0,0.0098278522491455,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 100, 60)",invscaling,500000.0,sgd +0.8356008529663086,0.0,0.0101969242095947,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 100, 60)",adaptive,500000.0,sgd +0.8548307418823242,0.0,0.0105881690979003,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 100, 80)",adaptive,500000.0,sgd +0.2856719493865967,0.0,0.0108630657196044,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 100, 100)",constant,500000.0,sgd +0.892432689666748,0.0,0.0099163055419921,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,logistic,"(100, 100, 100)",adaptive,500000.0,sgd +0.17656397819519043,0.0,0.0083351135253906,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,tanh,"(20, 60, 40)",invscaling,500000.0,sgd +0.45106983184814453,0.0,0.0093421936035156,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,tanh,"(80, 20, 60)",invscaling,500000.0,sgd +14.543.650.150.299.000,0.0,0.0123679637908935,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,tanh,"(100, 40, 80)",invscaling,500000.0,sgd +0.07232809066772461,0.0,0.0088539123535156,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(15, 90)",invscaling,500000.0,sgd +0.13572192192077637,0.0,0.0088808536529541,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(90, 75)",invscaling,500000.0,sgd +0.12277388572692871,0.0,0.0091619491577148,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(20, 60, 100)",invscaling,500000.0,sgd +0.16002392768859863,0.0,0.0088629722595214,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(20, 80, 40)",invscaling,500000.0,sgd +0.05882668495178223,0.0,0.008702278137207,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(40, 20, 80)",invscaling,500000.0,sgd +0.11064386367797852,0.0,0.0113811492919921,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(40, 60, 40)",invscaling,500000.0,sgd +0.1723308563232422,0.0,0.0092122554779052,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(40, 80, 80)",invscaling,500000.0,sgd +0.1586589813232422,0.0,0.0095801353454589,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(40, 80, 100)",invscaling,500000.0,sgd +0.21827292442321777,0.0,0.0185840129852294,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(40, 100, 20)",invscaling,500000.0,sgd +0.14795494079589844,0.0,0.0130629539489746,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(40, 100, 40)",invscaling,500000.0,sgd +0.15571212768554688,0.0,0.0090448856353759,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(60, 60, 80)",invscaling,500000.0,sgd +0.13663887977600098,0.0,0.0092432498931884,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(60, 80, 20)",invscaling,500000.0,sgd +0.1445178985595703,0.0,0.012265920639038,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(60, 80, 40)",invscaling,500000.0,sgd +0.0997459888458252,0.0,0.0093791484832763,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(80, 20, 100)",invscaling,500000.0,sgd +0.11748576164245605,0.0,0.0124220848083496,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(80, 40, 60)",invscaling,500000.0,sgd +0.18251538276672363,0.0,0.0094039440155029,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(80, 80, 60)",invscaling,500000.0,sgd +0.07891201972961426,0.0,0.0091989040374755,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(100, 20, 40)",invscaling,500000.0,sgd +0.15419292449951172,0.0,0.0096669197082519,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4942528735632184,0.4942528735632184,0.0,5855,0.4942528735632184,0.4942528735632184,0.0,6064,1.0,1.0,0.0,1,0.6615384615384615,0.6615384615384615,0.0,5566,MLPClassifier,,,,,,,relu,"(100, 60, 80)",invscaling,500000.0,sgd +0.025563955307006836,0.0,0.0082769393920898,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4941176470588235,0.4941176470588235,0.0,6098,0.4942528735632184,0.4942528735632184,0.0,6064,0.9767441860465116,0.9767441860465116,0.0,1284,0.65625,0.65625,0.0,5820,MLPClassifier,,,,,,,logistic,10,invscaling,500000.0,sgd +0.04483318328857422,0.0,0.0103430747985839,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4941176470588235,0.4941176470588235,0.0,6098,0.4942528735632184,0.4942528735632184,0.0,6064,0.9767441860465116,0.9767441860465116,0.0,1284,0.65625,0.65625,0.0,5820,MLPClassifier,,,,,,,logistic,50,invscaling,500000.0,sgd +0.23710107803344727,0.0,0.0082857608795166,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4941176470588235,0.4941176470588235,0.0,6098,0.4942528735632184,0.4942528735632184,0.0,6064,0.9767441860465116,0.9767441860465116,0.0,1284,0.65625,0.65625,0.0,5820,MLPClassifier,,,,,,,logistic,"(15, 60)",adaptive,500000.0,sgd +0.17850494384765625,0.0,0.0086719989776611,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4941176470588235,0.4941176470588235,0.0,6098,0.4942528735632184,0.4942528735632184,0.0,6064,0.9767441860465116,0.9767441860465116,0.0,1284,0.65625,0.65625,0.0,5820,MLPClassifier,,,,,,,logistic,"(80, 20, 60)",constant,500000.0,sgd +0.08380603790283203,0.0,0.0082790851593017,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4941176470588235,0.4941176470588235,0.0,6098,0.4942528735632184,0.4942528735632184,0.0,6064,0.9767441860465116,0.9767441860465116,0.0,1284,0.65625,0.65625,0.0,5820,MLPClassifier,,,,,,,relu,"(60, 20, 20)",invscaling,500000.0,sgd +15.190.351.009.368.800,0.0,0.0099797248840332,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4939759036144578,0.4939759036144578,0.0,6103,0.4942528735632184,0.4942528735632184,0.0,6064,0.9534883720930232,0.9534883720930232,0.0,2739,0.6507936507936507,0.6507936507936507,0.0,5836,MLPClassifier,,,,,,,identity,"(20, 20, 100)",invscaling,500000.0,sgd +0.09696102142333984,0.0,0.0095801353454589,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4939759036144578,0.4939759036144578,0.0,6103,0.4942528735632184,0.4942528735632184,0.0,6064,0.9534883720930232,0.9534883720930232,0.0,2739,0.6507936507936507,0.6507936507936507,0.0,5836,MLPClassifier,,,,,,,relu,"(20, 60, 40)",invscaling,500000.0,sgd +0.8182389736175537,0.0,0.009023904800415,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4938271604938271,0.4938271604938271,0.0,6105,0.4942528735632184,0.4942528735632184,0.0,6064,0.9302325581395348,0.9302325581395348,0.0,3215,0.6451612903225806,0.6451612903225806,0.0,5855,MLPClassifier,,,,,,,tanh,"(80, 40, 20)",invscaling,500000.0,sgd +15.978.481.769.561.700,0.0,0.0100347995758056,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4936708860759494,0.4936708860759494,0.0,6106,0.4942528735632184,0.4942528735632184,0.0,6064,0.9069767441860463,0.9069767441860463,0.0,3336,0.639344262295082,0.639344262295082,0.0,5882,MLPClassifier,,,,,,,identity,"(60, 20, 100)",invscaling,500000.0,sgd +1.266.767.978.668.210,0.0,0.0111579895019531,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4929577464788732,0.4929577464788732,0.0,6107,0.4942528735632184,0.4942528735632184,0.0,6064,0.813953488372093,0.813953488372093,0.0,3937,0.6140350877192983,0.6140350877192983,0.0,5944,MLPClassifier,,,,,,,identity,80,invscaling,500000.0,sgd +0.0658869743347168,0.0,0.0087161064147949,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4925373134328358,0.4925373134328358,0.0,6108,0.4942528735632184,0.4942528735632184,0.0,6064,0.7674418604651163,0.7674418604651163,0.0,5116,0.6000000000000001,0.6000000000000001,0.0,5970,MLPClassifier,,,,,,,relu,60,invscaling,500000.0,sgd +0.1772770881652832,0.0,0.0102031230926513,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.492063492063492,0.492063492063492,0.0,6109,0.4942528735632184,0.4942528735632184,0.0,6064,0.7209302325581395,0.7209302325581395,0.0,5439,0.5849056603773584,0.5849056603773584,0.0,5996,MLPClassifier,,,,,,,relu,"(80, 40, 20)",invscaling,500000.0,sgd +0.05618405342102051,0.0,0.0070209503173828,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4912280701754385,0.4912280701754385,0.0,6110,0.4942528735632184,0.4942528735632184,0.0,6064,0.6511627906976745,0.6511627906976745,0.0,5953,0.5599999999999999,0.5599999999999999,0.0,6031,MLPClassifier,,,,,,,identity,25,invscaling,500000.0,sgd +0.15416502952575684,0.0,0.0098049640655517,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4909090909090909,0.4909090909090909,0.0,6111,0.4942528735632184,0.4942528735632184,0.0,6064,0.627906976744186,0.627906976744186,0.0,5984,0.5510204081632653,0.5510204081632653,0.0,6045,MLPClassifier,,,,,,,tanh,"(45, 30)",invscaling,500000.0,sgd +0.39177894592285156,0.0,0.0089881420135498,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.490566037735849,0.490566037735849,0.0,6112,0.4942528735632184,0.4942528735632184,0.0,6064,0.6046511627906976,0.6046511627906976,0.0,6006,0.5416666666666665,0.5416666666666665,0.0,6061,MLPClassifier,,,,,,,tanh,"(75, 15)",invscaling,500000.0,sgd +0.20308279991149902,0.0,0.0099349021911621,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4901960784313725,0.4901960784313725,0.0,6113,0.4942528735632184,0.4942528735632184,0.0,6064,0.5813953488372093,0.5813953488372093,0.0,6016,0.5319148936170213,0.5319148936170213,0.0,6070,MLPClassifier,,,,,,,relu,"(80, 100, 80)",invscaling,500000.0,sgd +0.38085317611694336,0.0,0.0083677768707275,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4888888888888889,0.4888888888888889,0.0,6114,0.4942528735632184,0.4942528735632184,0.0,6064,0.5116279069767442,0.5116279069767442,0.0,6058,0.5,0.5,0.0,6096,MLPClassifier,,,,,,,tanh,"(60, 75)",invscaling,500000.0,sgd +0.14002203941345215,0.0,0.0098419189453125,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4883720930232558,0.4883720930232558,0.0,6115,0.4942528735632184,0.4942528735632184,0.0,6064,0.4883720930232558,0.4883720930232558,0.0,6071,0.4883720930232558,0.4883720930232558,0.0,6105,MLPClassifier,,,,,,,relu,"(60, 20, 60)",invscaling,500000.0,sgd +0.11387896537780762,0.0,0.0088510513305664,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4883720930232558,0.4883720930232558,0.0,6115,0.4942528735632184,0.4942528735632184,0.0,6064,0.4883720930232558,0.4883720930232558,0.0,6071,0.4883720930232558,0.4883720930232558,0.0,6105,MLPClassifier,,,,,,,relu,"(60, 60, 20)",invscaling,500000.0,sgd +0.5080251693725586,0.0,0.0164570808410644,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4857142857142857,0.4857142857142857,0.0,6140,0.4942528735632184,0.4942528735632184,0.0,6064,0.3953488372093023,0.3953488372093023,0.0,6116,0.4358974358974358,0.4358974358974358,0.0,6135,MLPClassifier,,,,,,,tanh,"(100, 40, 20)",invscaling,500000.0,sgd +0.35489702224731445,0.0,0.0088028907775878,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4827586206896552,0.4827586206896552,0.0,6145,0.4942528735632184,0.4942528735632184,0.0,6064,0.3255813953488372,0.3255813953488372,0.0,6155,0.3888888888888889,0.3888888888888889,0.0,6172,MLPClassifier,,,,,,,relu,"(30, 15)",invscaling,500000.0,sgd +272.360.897.064.209,0.0,0.0113499164581298,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.48,0.48,0.0,6170,0.4942528735632184,0.4942528735632184,0.0,6064,0.2790697674418604,0.2790697674418604,0.0,6176,0.3529411764705881,0.3529411764705881,0.0,6184,MLPClassifier,,,,,,,identity,"(60, 20, 20)",invscaling,500000.0,sgd +0.9611232280731201,0.0,0.0168938636779785,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4761904761904761,0.4761904761904761,0.0,6175,0.4942528735632184,0.4942528735632184,0.0,6064,0.2325581395348837,0.2325581395348837,0.0,6194,0.3125,0.3125,0.0,6201,MLPClassifier,,,,,,,tanh,"(80, 80, 40)",invscaling,500000.0,sgd +27.650.649.547.576.900,0.0,0.01039719581604,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4705882352941176,0.4705882352941176,0.0,6193,0.4942528735632184,0.4942528735632184,0.0,6064,0.1860465116279069,0.1860465116279069,0.0,6213,0.2666666666666666,0.2666666666666666,0.0,6218,MLPClassifier,,,,,,,identity,"(100, 60, 100)",invscaling,500000.0,sgd +0.12885093688964844,0.0,0.0100460052490234,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4666666666666667,0.4666666666666667,0.0,6198,0.4942528735632184,0.4942528735632184,0.0,6064,0.1627906976744186,0.1627906976744186,0.0,6222,0.2413793103448276,0.2413793103448276,0.0,6224,MLPClassifier,,,,,,,relu,"(100, 20, 60)",invscaling,500000.0,sgd +18.601.491.451.263.400,0.0,0.01127290725708,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4444444444444444,0.4444444444444444,0.0,6226,0.4942528735632184,0.4942528735632184,0.0,6064,0.0930232558139534,0.0930232558139534,0.0,6241,0.1538461538461538,0.1538461538461538,0.0,6247,MLPClassifier,,,,,,,identity,"(45, 60)",invscaling,500000.0,sgd +0.13829398155212402,0.0,0.0086419582366943,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4444444444444444,0.4444444444444444,0.0,6226,0.4942528735632184,0.4942528735632184,0.0,6064,0.0930232558139534,0.0930232558139534,0.0,6241,0.1538461538461538,0.1538461538461538,0.0,6247,MLPClassifier,,,,,,,tanh,60,invscaling,500000.0,sgd +15.137.841.701.507.500,0.0,0.0106229782104492,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4285714285714285,0.4285714285714285,0.0,6244,0.4942528735632184,0.4942528735632184,0.0,6064,0.0697674418604651,0.0697674418604651,0.0,6251,0.12,0.12,0.0,6261,MLPClassifier,,,,,,,identity,"(15, 60)",invscaling,500000.0,sgd +0.17968392372131348,0.0,0.0089681148529052,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4285714285714285,0.4285714285714285,0.0,6244,0.4942528735632184,0.4942528735632184,0.0,6064,0.0697674418604651,0.0697674418604651,0.0,6251,0.12,0.12,0.0,6261,MLPClassifier,,,,,,,tanh,"(40, 20, 100)",invscaling,500000.0,sgd +0.28415894508361816,0.0,0.009080171585083,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4,0.4,0.0,6259,0.4942528735632184,0.4942528735632184,0.0,6064,0.0465116279069767,0.0465116279069767,0.0,6266,0.0833333333333333,0.0833333333333333,0.0,6281,MLPClassifier,,,,,,,relu,"(100, 80, 20)",invscaling,500000.0,sgd +0.987933874130249,0.0,0.0125150680541992,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3333333333333333,0.3333333333333333,0.0,6282,0.4942528735632184,0.4942528735632184,0.0,6064,0.0232558139534883,0.0232558139534883,0.0,6284,0.0434782608695652,0.0434782608695652,0.0,6292,MLPClassifier,,,,,,,tanh,"(40, 80, 60)",invscaling,500000.0,sgd +0.1648540496826172,0.0,0.0090851783752441,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3333333333333333,0.3333333333333333,0.0,6282,0.4942528735632184,0.4942528735632184,0.0,6064,0.0232558139534883,0.0232558139534883,0.0,6284,0.0434782608695652,0.0434782608695652,0.0,6292,MLPClassifier,,,,,,,relu,"(40, 80, 60)",invscaling,500000.0,sgd +0.04242134094238281,0.0,0.0096368789672851,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.4942528735632184,0.4942528735632184,0.0,6064,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,95,invscaling,500000.0,sgd +0.12405014038085938,0.0,0.0108847618103027,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.4942528735632184,0.4942528735632184,0.0,6064,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(30, 75)",constant,500000.0,sgd +0.25656700134277344,0.0,0.0090229511260986,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.4942528735632184,0.4942528735632184,0.0,6064,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(60, 45)",adaptive,500000.0,sgd +0.31647610664367676,0.0,0.0096819400787353,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.4942528735632184,0.4942528735632184,0.0,6064,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(100, 60, 40)",constant,500000.0,sgd +16.454.439.163.208.000,0.0,0.0101139545440673,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.4942528735632184,0.4942528735632184,0.0,6064,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,tanh,"(100, 80, 40)",invscaling,500000.0,sgd +0.5507760047912598,0.0,0.0095829963684082,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.4942528735632184,0.4942528735632184,0.0,6064,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,85,invscaling,500000.0,sgd +0.19435596466064453,0.0,0.0090632438659667,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.4942528735632184,0.4942528735632184,0.0,6064,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(100, 40, 60)",invscaling,500000.0,sgd +0.20681190490722656,0.0,0.0084421634674072,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4883720930232558,0.4883720930232558,0.0,6115,0.4827586206896552,0.4827586206896552,0.0,6346,0.9767441860465116,0.9767441860465116,0.0,1284,0.6511627906976744,0.6511627906976744,0.0,5829,MLPClassifier,,,,,,,logistic,"(15, 45)",adaptive,500000.0,sgd +0.17347478866577148,0.0,0.0086362361907958,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4883720930232558,0.4883720930232558,0.0,6115,0.4827586206896552,0.4827586206896552,0.0,6346,0.9767441860465116,0.9767441860465116,0.0,1284,0.6511627906976744,0.6511627906976744,0.0,5829,MLPClassifier,,,,,,,logistic,"(45, 30)",constant,500000.0,sgd +0.3555886745452881,0.0,0.0176301002502441,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4883720930232558,0.4883720930232558,0.0,6115,0.4827586206896552,0.4827586206896552,0.0,6346,0.9767441860465116,0.9767441860465116,0.0,1284,0.6511627906976744,0.6511627906976744,0.0,5829,MLPClassifier,,,,,,,logistic,"(60, 30)",adaptive,500000.0,sgd +0.03984785079956055,0.0,0.0100691318511962,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4883720930232558,0.4883720930232558,0.0,6115,0.4827586206896552,0.4827586206896552,0.0,6346,0.9767441860465116,0.9767441860465116,0.0,1284,0.6511627906976744,0.6511627906976744,0.0,5829,MLPClassifier,,,,,,,tanh,10,invscaling,500000.0,sgd +0.13240575790405273,0.0,0.0093731880187988,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4883720930232558,0.4883720930232558,0.0,6115,0.4827586206896552,0.4827586206896552,0.0,6346,0.9767441860465116,0.9767441860465116,0.0,1284,0.6511627906976744,0.6511627906976744,0.0,5829,MLPClassifier,,,,,,,tanh,"(20, 40, 20)",invscaling,500000.0,sgd +0.0945580005645752,0.0,0.0087499618530273,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4883720930232558,0.4883720930232558,0.0,6115,0.4827586206896552,0.4827586206896552,0.0,6346,0.9767441860465116,0.9767441860465116,0.0,1284,0.6511627906976744,0.6511627906976744,0.0,5829,MLPClassifier,,,,,,,relu,"(45, 15)",invscaling,500000.0,sgd +0.15735411643981934,0.0,0.0092170238494873,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4883720930232558,0.4883720930232558,0.0,6115,0.4827586206896552,0.4827586206896552,0.0,6346,0.9767441860465116,0.9767441860465116,0.0,1284,0.6511627906976744,0.6511627906976744,0.0,5829,MLPClassifier,,,,,,,relu,"(80, 40, 100)",invscaling,500000.0,sgd +0.019525766372680664,0.0,0.0075471401214599,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4880952380952381,0.4880952380952381,0.0,6124,0.4827586206896552,0.4827586206896552,0.0,6346,0.9534883720930232,0.9534883720930232,0.0,2739,0.6456692913385826,0.6456692913385826,0.0,5851,MLPClassifier,,,,,,,logistic,20,invscaling,500000.0,sgd +0.3301372528076172,0.0,0.0081949234008789,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4880952380952381,0.4880952380952381,0.0,6124,0.4827586206896552,0.4827586206896552,0.0,6346,0.9534883720930232,0.9534883720930232,0.0,2739,0.6456692913385826,0.6456692913385826,0.0,5851,MLPClassifier,,,,,,,logistic,"(45, 75)",adaptive,500000.0,sgd +0.257861852645874,0.0,0.0082051753997802,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4880952380952381,0.4880952380952381,0.0,6124,0.4827586206896552,0.4827586206896552,0.0,6346,0.9534883720930232,0.9534883720930232,0.0,2739,0.6456692913385826,0.6456692913385826,0.0,5851,MLPClassifier,,,,,,,tanh,"(30, 75)",invscaling,500000.0,sgd +0.22032499313354492,0.0,0.0111598968505859,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4880952380952381,0.4880952380952381,0.0,6124,0.4827586206896552,0.4827586206896552,0.0,6346,0.9534883720930232,0.9534883720930232,0.0,2739,0.6456692913385826,0.6456692913385826,0.0,5851,MLPClassifier,,,,,,,relu,"(40, 100, 80)",invscaling,500000.0,sgd +0.9496798515319824,0.0,0.0110731124877929,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4878048780487805,0.4878048780487805,0.0,6128,0.4827586206896552,0.4827586206896552,0.0,6346,0.9302325581395348,0.9302325581395348,0.0,3215,0.64,0.64,0.0,5875,MLPClassifier,,,,,,,identity,10,invscaling,500000.0,sgd +22.110.228.538.513.100,0.0,0.0099291801452636,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4878048780487805,0.4878048780487805,0.0,6128,0.4827586206896552,0.4827586206896552,0.0,6346,0.9302325581395348,0.9302325581395348,0.0,3215,0.64,0.64,0.0,5875,MLPClassifier,,,,,,,identity,"(80, 80, 80)",invscaling,500000.0,sgd +0.21886277198791504,0.0,0.0143542289733886,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4878048780487805,0.4878048780487805,0.0,6128,0.4827586206896552,0.4827586206896552,0.0,6346,0.9302325581395348,0.9302325581395348,0.0,3215,0.64,0.64,0.0,5875,MLPClassifier,,,,,,,logistic,"(90, 45)",constant,500000.0,sgd +0.15851807594299316,0.0,0.0083498954772949,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4878048780487805,0.4878048780487805,0.0,6128,0.4827586206896552,0.4827586206896552,0.0,6346,0.9302325581395348,0.9302325581395348,0.0,3215,0.64,0.64,0.0,5875,MLPClassifier,,,,,,,logistic,"(60, 20, 60)",constant,500000.0,sgd +0.32065367698669434,0.0,0.0091230869293212,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4878048780487805,0.4878048780487805,0.0,6128,0.4827586206896552,0.4827586206896552,0.0,6346,0.9302325581395348,0.9302325581395348,0.0,3215,0.64,0.64,0.0,5875,MLPClassifier,,,,,,,tanh,"(20, 100, 60)",invscaling,500000.0,sgd +0.5302309989929199,0.0,0.0120878219604492,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4875,0.4875,0.0,6133,0.4827586206896552,0.4827586206896552,0.0,6346,0.9069767441860463,0.9069767441860463,0.0,3336,0.6341463414634146,0.6341463414634146,0.0,5895,MLPClassifier,,,,,,,logistic,"(90, 45)",adaptive,500000.0,sgd +0.7143089771270752,0.0,0.0095679759979248,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4875,0.4875,0.0,6133,0.4827586206896552,0.4827586206896552,0.0,6346,0.9069767441860463,0.9069767441860463,0.0,3336,0.6341463414634146,0.6341463414634146,0.0,5895,MLPClassifier,,,,,,,relu,"(80, 80, 20)",invscaling,500000.0,sgd +0.18092012405395508,0.0,0.0083599090576171,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4871794871794871,0.4871794871794871,0.0,6135,0.4827586206896552,0.4827586206896552,0.0,6346,0.8837209302325582,0.8837209302325582,0.0,3367,0.628099173553719,0.628099173553719,0.0,5914,MLPClassifier,,,,,,,relu,"(75, 60)",invscaling,500000.0,sgd +0.10785698890686035,0.0,0.0101008415222167,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4871794871794871,0.4871794871794871,0.0,6135,0.4827586206896552,0.4827586206896552,0.0,6346,0.8837209302325582,0.8837209302325582,0.0,3367,0.628099173553719,0.628099173553719,0.0,5914,MLPClassifier,,,,,,,relu,"(20, 60, 80)",invscaling,500000.0,sgd +16.994.109.153.747.500,0.0,0.0097348690032958,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4864864864864865,0.4864864864864865,0.0,6137,0.4827586206896552,0.4827586206896552,0.0,6346,0.8372093023255814,0.8372093023255814,0.0,3657,0.6153846153846154,0.6153846153846154,0.0,5941,MLPClassifier,,,,,,,identity,"(60, 60, 80)",invscaling,500000.0,sgd +0.026237010955810547,0.0,0.0076439380645751,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4864864864864865,0.4864864864864865,0.0,6137,0.4827586206896552,0.4827586206896552,0.0,6346,0.8372093023255814,0.8372093023255814,0.0,3657,0.6153846153846154,0.6153846153846154,0.0,5941,MLPClassifier,,,,,,,logistic,"(15, 30)",constant,500000.0,sgd +0.16514277458190918,0.0,0.0090961456298828,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4864864864864865,0.4864864864864865,0.0,6137,0.4827586206896552,0.4827586206896552,0.0,6346,0.8372093023255814,0.8372093023255814,0.0,3657,0.6153846153846154,0.6153846153846154,0.0,5941,MLPClassifier,,,,,,,relu,"(20, 100, 20)",invscaling,500000.0,sgd +0.09569787979125977,0.0,0.0081501007080078,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4857142857142857,0.4857142857142857,0.0,6140,0.4827586206896552,0.4827586206896552,0.0,6346,0.7906976744186046,0.7906976744186046,0.0,4827,0.6017699115044247,0.6017699115044247,0.0,5968,MLPClassifier,,,,,,,relu,"(60, 45)",invscaling,500000.0,sgd +0.5389502048492432,0.0,0.0155129432678222,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.484375,0.484375,0.0,6142,0.4827586206896552,0.4827586206896552,0.0,6346,0.7209302325581395,0.7209302325581395,0.0,5439,0.5794392523364486,0.5794392523364486,0.0,6005,MLPClassifier,,,,,,,tanh,"(90, 60)",invscaling,500000.0,sgd +0.22807002067565918,0.0,0.0080451965332031,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4833333333333333,0.4833333333333333,0.0,6143,0.4827586206896552,0.4827586206896552,0.0,6346,0.6744186046511628,0.6744186046511628,0.0,5890,0.5631067961165049,0.5631067961165049,0.0,6027,MLPClassifier,,,,,,,tanh,"(45, 60)",invscaling,500000.0,sgd +0.12286090850830078,0.0,0.0095341205596923,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4833333333333333,0.4833333333333333,0.0,6143,0.4827586206896552,0.4827586206896552,0.0,6346,0.6744186046511628,0.6744186046511628,0.0,5890,0.5631067961165049,0.5631067961165049,0.0,6027,MLPClassifier,,,,,,,relu,"(100, 40, 40)",invscaling,500000.0,sgd +0.138077974319458,0.0,0.008491039276123,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4821428571428571,0.4821428571428571,0.0,6159,0.4827586206896552,0.4827586206896552,0.0,6346,0.627906976744186,0.627906976744186,0.0,5984,0.5454545454545454,0.5454545454545454,0.0,6055,MLPClassifier,,,,,,,relu,"(45, 75)",invscaling,500000.0,sgd +0.18243622779846191,0.0,0.0081441402435302,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4814814814814814,0.4814814814814814,0.0,6164,0.4827586206896552,0.4827586206896552,0.0,6346,0.6046511627906976,0.6046511627906976,0.0,6006,0.5360824742268042,0.5360824742268042,0.0,6064,MLPClassifier,,,,,,,tanh,85,invscaling,500000.0,sgd +0.14084601402282715,0.0,0.0112888813018798,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.48,0.48,0.0,6170,0.4827586206896552,0.4827586206896552,0.0,6346,0.5581395348837209,0.5581395348837209,0.0,6034,0.5161290322580644,0.5161290322580644,0.0,6085,MLPClassifier,,,,,,,logistic,"(60, 45)",constant,500000.0,sgd +0.11500215530395508,0.0,0.0100109577178955,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4772727272727273,0.4772727272727273,0.0,6174,0.4827586206896552,0.4827586206896552,0.0,6346,0.4883720930232558,0.4883720930232558,0.0,6071,0.4827586206896552,0.4827586206896552,0.0,6110,MLPClassifier,,,,,,,logistic,"(45, 90)",constant,500000.0,sgd +0.29471516609191895,0.0,0.0151739120483398,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4761904761904761,0.4761904761904761,0.0,6175,0.4827586206896552,0.4827586206896552,0.0,6346,0.4651162790697674,0.4651162790697674,0.0,6083,0.4705882352941176,0.4705882352941176,0.0,6119,MLPClassifier,,,,,,,tanh,"(100, 40, 60)",invscaling,500000.0,sgd +0.6281931400299072,0.0,0.0091168880462646,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4722222222222222,0.4722222222222222,0.0,6191,0.4827586206896552,0.4827586206896552,0.0,6346,0.3953488372093023,0.3953488372093023,0.0,6116,0.430379746835443,0.430379746835443,0.0,6140,MLPClassifier,,,,,,,tanh,"(80, 60, 20)",invscaling,500000.0,sgd +0.5273928642272949,0.0,0.0094809532165527,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.46875,0.46875,0.0,6195,0.4827586206896552,0.4827586206896552,0.0,6346,0.3488372093023256,0.3488372093023256,0.0,6145,0.4000000000000001,0.4000000000000001,0.0,6157,MLPClassifier,,,,,,,tanh,"(100, 60, 40)",invscaling,500000.0,sgd +0.30101990699768066,0.0,0.0076520442962646,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4545454545454545,0.4545454545454545,0.0,6209,0.4827586206896552,0.4827586206896552,0.0,6346,0.2325581395348837,0.2325581395348837,0.0,6194,0.3076923076923076,0.3076923076923076,0.0,6203,MLPClassifier,,,,,,,relu,"(60, 60, 100)",invscaling,500000.0,sgd +0.0809640884399414,0.0,0.0096261501312255,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.45,0.45,0.0,6219,0.4827586206896552,0.4827586206896552,0.0,6346,0.2093023255813953,0.2093023255813953,0.0,6198,0.2857142857142857,0.2857142857142857,0.0,6211,MLPClassifier,,,,,,,relu,"(20, 60, 20)",invscaling,500000.0,sgd +0.15114593505859375,0.0,0.0098612308502197,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.45,0.45,0.0,6219,0.4827586206896552,0.4827586206896552,0.0,6346,0.2093023255813953,0.2093023255813953,0.0,6198,0.2857142857142857,0.2857142857142857,0.0,6211,MLPClassifier,,,,,,,relu,"(80, 60, 80)",invscaling,500000.0,sgd +0.06198287010192871,0.0,0.0116729736328125,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4166666666666667,0.4166666666666667,0.0,6254,0.4827586206896552,0.4827586206896552,0.0,6346,0.1162790697674418,0.1162790697674418,0.0,6235,0.1818181818181818,0.1818181818181818,0.0,6239,MLPClassifier,,,,,,,logistic,"(20, 40, 100)",constant,500000.0,sgd +0.5529708862304688,0.0,0.0088560581207275,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4,0.4,0.0,6259,0.4827586206896552,0.4827586206896552,0.0,6346,0.0930232558139534,0.0930232558139534,0.0,6241,0.1509433962264151,0.1509433962264151,0.0,6249,MLPClassifier,,,,,,,tanh,"(75, 45)",invscaling,500000.0,sgd +0.21733498573303223,0.0,0.0100119113922119,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4,0.4,0.0,6259,0.4827586206896552,0.4827586206896552,0.0,6346,0.0930232558139534,0.0930232558139534,0.0,6241,0.1509433962264151,0.1509433962264151,0.0,6249,MLPClassifier,,,,,,,relu,"(100, 100, 40)",invscaling,500000.0,sgd +0.13737988471984863,0.0,0.0100030899047851,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.375,0.375,0.0,6271,0.4827586206896552,0.4827586206896552,0.0,6346,0.0697674418604651,0.0697674418604651,0.0,6251,0.1176470588235294,0.1176470588235294,0.0,6263,MLPClassifier,,,,,,,tanh,"(60, 15)",invscaling,500000.0,sgd +0.46624302864074707,0.0,0.0090069770812988,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.375,0.375,0.0,6271,0.4827586206896552,0.4827586206896552,0.0,6346,0.0697674418604651,0.0697674418604651,0.0,6251,0.1176470588235294,0.1176470588235294,0.0,6263,MLPClassifier,,,,,,,tanh,"(40, 40, 80)",invscaling,500000.0,sgd +0.20331192016601562,0.0,0.0087060928344726,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.4827586206896552,0.4827586206896552,0.0,6346,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,logistic,"(20, 100, 60)",constant,500000.0,sgd +0.11462712287902832,0.0,0.0088748931884765,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0,0.0,0.0,6299,0.4827586206896552,0.4827586206896552,0.0,6346,0.0,0.0,0.0,6299,0.0,0.0,0.0,6299,MLPClassifier,,,,,,,relu,"(40, 20, 40)",invscaling,500000.0,sgd +0.04525589942932129,0.0,0.0098540782928466,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4823529411764706,0.4823529411764706,0.0,6146,0.4712643678160919,0.4712643678160919,0.0,6390,0.9534883720930232,0.9534883720930232,0.0,2739,0.6406250000000001,0.6406250000000001,0.0,5862,MLPClassifier,,,,,,,logistic,55,invscaling,500000.0,sgd +0.0707099437713623,0.0,0.0079998970031738,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4823529411764706,0.4823529411764706,0.0,6146,0.4712643678160919,0.4712643678160919,0.0,6390,0.9534883720930232,0.9534883720930232,0.0,2739,0.6406250000000001,0.6406250000000001,0.0,5862,MLPClassifier,,,,,,,logistic,85,invscaling,500000.0,sgd +0.18890094757080078,0.0,0.0082519054412841,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4823529411764706,0.4823529411764706,0.0,6146,0.4712643678160919,0.4712643678160919,0.0,6390,0.9534883720930232,0.9534883720930232,0.0,2739,0.6406250000000001,0.6406250000000001,0.0,5862,MLPClassifier,,,,,,,logistic,"(15, 30)",adaptive,500000.0,sgd +0.3068349361419678,0.0,0.0085229873657226,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4823529411764706,0.4823529411764706,0.0,6146,0.4712643678160919,0.4712643678160919,0.0,6390,0.9534883720930232,0.9534883720930232,0.0,2739,0.6406250000000001,0.6406250000000001,0.0,5862,MLPClassifier,,,,,,,logistic,"(30, 90)",adaptive,500000.0,sgd +0.0735931396484375,0.0,0.0095698833465576,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4823529411764706,0.4823529411764706,0.0,6146,0.4712643678160919,0.4712643678160919,0.0,6390,0.9534883720930232,0.9534883720930232,0.0,2739,0.6406250000000001,0.6406250000000001,0.0,5862,MLPClassifier,,,,,,,logistic,"(60, 90)",invscaling,500000.0,sgd +0.1762847900390625,0.0,0.008768081665039,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4823529411764706,0.4823529411764706,0.0,6146,0.4712643678160919,0.4712643678160919,0.0,6390,0.9534883720930232,0.9534883720930232,0.0,2739,0.6406250000000001,0.6406250000000001,0.0,5862,MLPClassifier,,,,,,,logistic,"(20, 80, 60)",constant,500000.0,sgd +0.13481497764587402,0.0,0.0084819793701171,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4823529411764706,0.4823529411764706,0.0,6146,0.4712643678160919,0.4712643678160919,0.0,6390,0.9534883720930232,0.9534883720930232,0.0,2739,0.6406250000000001,0.6406250000000001,0.0,5862,MLPClassifier,,,,,,,logistic,"(40, 60, 60)",constant,500000.0,sgd +0.12648916244506836,0.0,0.0128629207611083,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4823529411764706,0.4823529411764706,0.0,6146,0.4712643678160919,0.4712643678160919,0.0,6390,0.9534883720930232,0.9534883720930232,0.0,2739,0.6406250000000001,0.6406250000000001,0.0,5862,MLPClassifier,,,,,,,logistic,"(40, 80, 100)",constant,500000.0,sgd +0.37920594215393066,0.0,0.0084412097930908,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4823529411764706,0.4823529411764706,0.0,6146,0.4712643678160919,0.4712643678160919,0.0,6390,0.9534883720930232,0.9534883720930232,0.0,2739,0.6406250000000001,0.6406250000000001,0.0,5862,MLPClassifier,,,,,,,logistic,"(80, 20, 60)",adaptive,500000.0,sgd +13.129.401.206.970.200,0.0,0.0132360458374023,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4823529411764706,0.4823529411764706,0.0,6146,0.4712643678160919,0.4712643678160919,0.0,6390,0.9534883720930232,0.9534883720930232,0.0,2739,0.6406250000000001,0.6406250000000001,0.0,5862,MLPClassifier,,,,,,,tanh,"(100, 80, 80)",invscaling,500000.0,sgd +0.09287118911743164,0.0,0.0085847377777099,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4823529411764706,0.4823529411764706,0.0,6146,0.4712643678160919,0.4712643678160919,0.0,6390,0.9534883720930232,0.9534883720930232,0.0,2739,0.6406250000000001,0.6406250000000001,0.0,5862,MLPClassifier,,,,,,,relu,"(20, 40, 40)",invscaling,500000.0,sgd +0.12286901473999023,0.0,0.0128328800201416,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4823529411764706,0.4823529411764706,0.0,6146,0.4712643678160919,0.4712643678160919,0.0,6390,0.9534883720930232,0.9534883720930232,0.0,2739,0.6406250000000001,0.6406250000000001,0.0,5862,MLPClassifier,,,,,,,relu,"(20, 100, 80)",invscaling,500000.0,sgd +0.1310107707977295,0.0,0.0076038837432861,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4823529411764706,0.4823529411764706,0.0,6146,0.4712643678160919,0.4712643678160919,0.0,6390,0.9534883720930232,0.9534883720930232,0.0,2739,0.6406250000000001,0.6406250000000001,0.0,5862,MLPClassifier,,,,,,,relu,"(60, 20, 100)",invscaling,500000.0,sgd +0.5273520946502686,0.0,0.0133848190307617,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4819277108433735,0.4819277108433735,0.0,6160,0.4712643678160919,0.4712643678160919,0.0,6390,0.9302325581395348,0.9302325581395348,0.0,3215,0.6349206349206349,0.6349206349206349,0.0,5891,MLPClassifier,,,,,,,identity,40,invscaling,500000.0,sgd +0.2898569107055664,0.0,0.0090613365173339,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4819277108433735,0.4819277108433735,0.0,6160,0.4712643678160919,0.4712643678160919,0.0,6390,0.9302325581395348,0.9302325581395348,0.0,3215,0.6349206349206349,0.6349206349206349,0.0,5891,MLPClassifier,,,,,,,logistic,"(45, 90)",adaptive,500000.0,sgd +0.1919870376586914,0.0,0.0090639591217041,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4819277108433735,0.4819277108433735,0.0,6160,0.4712643678160919,0.4712643678160919,0.0,6390,0.9302325581395348,0.9302325581395348,0.0,3215,0.6349206349206349,0.6349206349206349,0.0,5891,MLPClassifier,,,,,,,relu,"(60, 100, 60)",invscaling,500000.0,sgd +0.10373401641845703,0.0,0.0096738338470458,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4819277108433735,0.4819277108433735,0.0,6160,0.4712643678160919,0.4712643678160919,0.0,6390,0.9302325581395348,0.9302325581395348,0.0,3215,0.6349206349206349,0.6349206349206349,0.0,5891,MLPClassifier,,,,,,,relu,"(100, 20, 100)",invscaling,500000.0,sgd +0.12007594108581543,0.0,0.0094931125640869,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4814814814814814,0.4814814814814814,0.0,6164,0.4712643678160919,0.4712643678160919,0.0,6390,0.9069767441860463,0.9069767441860463,0.0,3336,0.6290322580645161,0.6290322580645161,0.0,5909,MLPClassifier,,,,,,,logistic,"(60, 75)",constant,500000.0,sgd +0.13532590866088867,0.0,0.0087628364562988,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4814814814814814,0.4814814814814814,0.0,6164,0.4712643678160919,0.4712643678160919,0.0,6390,0.9069767441860463,0.9069767441860463,0.0,3336,0.6290322580645161,0.6290322580645161,0.0,5909,MLPClassifier,,,,,,,logistic,"(40, 60, 80)",constant,500000.0,sgd +0.1368730068206787,0.0,0.0127041339874267,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4814814814814814,0.4814814814814814,0.0,6164,0.4712643678160919,0.4712643678160919,0.0,6390,0.9069767441860463,0.9069767441860463,0.0,3336,0.6290322580645161,0.6290322580645161,0.0,5909,MLPClassifier,,,,,,,relu,"(60, 20, 40)",invscaling,500000.0,sgd +0.11971616744995117,0.0,0.0090267658233642,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4810126582278481,0.4810126582278481,0.0,6168,0.4712643678160919,0.4712643678160919,0.0,6390,0.8837209302325582,0.8837209302325582,0.0,3367,0.6229508196721312,0.6229508196721312,0.0,5928,MLPClassifier,,,,,,,relu,"(60, 40, 40)",invscaling,500000.0,sgd +11.762.819.290.161.100,0.0,0.0111310482025146,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4805194805194805,0.4805194805194805,0.0,6169,0.4712643678160919,0.4712643678160919,0.0,6390,0.8604651162790697,0.8604651162790697,0.0,3618,0.6166666666666667,0.6166666666666667,0.0,5940,MLPClassifier,,,,,,,tanh,"(100, 60, 60)",invscaling,500000.0,sgd +11.449.940.204.620.300,0.0,0.0087449550628662,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.48,0.48,0.0,6170,0.4712643678160919,0.4712643678160919,0.0,6390,0.8372093023255814,0.8372093023255814,0.0,3657,0.6101694915254237,0.6101694915254237,0.0,5955,MLPClassifier,,,,,,,identity,"(20, 40, 80)",invscaling,500000.0,sgd +29.570.391.178.131.100,0.0,0.0111417770385742,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4788732394366197,0.4788732394366197,0.0,6173,0.4712643678160919,0.4712643678160919,0.0,6390,0.7906976744186046,0.7906976744186046,0.0,4827,0.5964912280701755,0.5964912280701755,0.0,5979,MLPClassifier,,,,,,,identity,"(15, 45)",invscaling,500000.0,sgd +2.774.775.981.903.070,0.0,0.0099411010742187,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4754098360655737,0.4754098360655737,0.0,6181,0.4712643678160919,0.4712643678160919,0.0,6390,0.6744186046511628,0.6744186046511628,0.0,5890,0.5576923076923077,0.5576923076923077,0.0,6034,MLPClassifier,,,,,,,identity,"(20, 40, 20)",invscaling,500000.0,sgd +0.4826838970184326,0.0,0.0096440315246582,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4745762711864407,0.4745762711864407,0.0,6183,0.4712643678160919,0.4712643678160919,0.0,6390,0.6511627906976745,0.6511627906976745,0.0,5953,0.5490196078431372,0.5490196078431372,0.0,6050,MLPClassifier,,,,,,,tanh,"(80, 40, 100)",invscaling,500000.0,sgd +0.31351208686828613,0.0,0.0094850063323974,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4745762711864407,0.4745762711864407,0.0,6183,0.4712643678160919,0.4712643678160919,0.0,6390,0.6511627906976745,0.6511627906976745,0.0,5953,0.5490196078431372,0.5490196078431372,0.0,6050,MLPClassifier,,,,,,,tanh,"(100, 20, 100)",invscaling,500000.0,sgd +0.9508302211761475,0.0,0.0096380710601806,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4727272727272727,0.4727272727272727,0.0,6190,0.4712643678160919,0.4712643678160919,0.0,6390,0.6046511627906976,0.6046511627906976,0.0,6006,0.5306122448979591,0.5306122448979591,0.0,6074,MLPClassifier,,,,,,,identity,"(20, 100, 20)",invscaling,500000.0,sgd +0.4531099796295166,0.0,0.0087988376617431,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4594594594594595,0.4594594594594595,0.0,6207,0.4712643678160919,0.4712643678160919,0.0,6390,0.3953488372093023,0.3953488372093023,0.0,6116,0.425,0.425,0.0,6144,MLPClassifier,,,,,,,tanh,100,invscaling,500000.0,sgd +0.28635430335998535,0.0,0.0096948146820068,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4545454545454545,0.4545454545454545,0.0,6209,0.4712643678160919,0.4712643678160919,0.0,6390,0.3488372093023256,0.3488372093023256,0.0,6145,0.3947368421052631,0.3947368421052631,0.0,6165,MLPClassifier,,,,,,,logistic,"(30, 45)",adaptive,500000.0,sgd +0.25953221321105957,0.0,0.0092339515686035,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4516129032258064,0.4516129032258064,0.0,6216,0.4712643678160919,0.4712643678160919,0.0,6390,0.3255813953488372,0.3255813953488372,0.0,6155,0.3783783783783784,0.3783783783783784,0.0,6178,MLPClassifier,,,,,,,tanh,"(100, 20, 80)",invscaling,500000.0,sgd +0.11834192276000977,0.0,0.0083341598510742,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.44,0.44,0.0,6236,0.4712643678160919,0.4712643678160919,0.0,6390,0.2558139534883721,0.2558139534883721,0.0,6186,0.3235294117647059,0.3235294117647059,0.0,6195,MLPClassifier,,,,,,,relu,"(60, 15)",invscaling,500000.0,sgd +0.7415778636932373,0.0,0.0165779590606689,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4285714285714285,0.4285714285714285,0.0,6244,0.4712643678160919,0.4712643678160919,0.0,6390,0.2093023255813953,0.2093023255813953,0.0,6198,0.28125,0.28125,0.0,6213,MLPClassifier,,,,,,,tanh,"(60, 60, 40)",invscaling,500000.0,sgd +0.24741196632385254,0.0,0.0090110301971435,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.2857142857142857,0.2857142857142857,0.0,6289,0.4712643678160919,0.4712643678160919,0.0,6390,0.0465116279069767,0.0465116279069767,0.0,6266,0.08,0.08,0.0,6282,MLPClassifier,,,,,,,relu,"(60, 40, 100)",invscaling,500000.0,sgd +0.18048977851867676,0.0,0.0077960491180419,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4761904761904761,0.4761904761904761,0.0,6175,0.4597701149425287,0.4597701149425287,0.0,6424,0.9302325581395348,0.9302325581395348,0.0,3215,0.6299212598425197,0.6299212598425197,0.0,5905,MLPClassifier,,,,,,,logistic,"(30, 30)",constant,500000.0,sgd +0.06811022758483887,0.0,0.0101497173309326,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4761904761904761,0.4761904761904761,0.0,6175,0.4597701149425287,0.4597701149425287,0.0,6424,0.9302325581395348,0.9302325581395348,0.0,3215,0.6299212598425197,0.6299212598425197,0.0,5905,MLPClassifier,,,,,,,logistic,"(60, 40, 80)",constant,500000.0,sgd +0.11170387268066406,0.0,0.0090160369873046,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4761904761904761,0.4761904761904761,0.0,6175,0.4597701149425287,0.4597701149425287,0.0,6424,0.9302325581395348,0.9302325581395348,0.0,3215,0.6299212598425197,0.6299212598425197,0.0,5905,MLPClassifier,,,,,,,relu,"(20, 20, 80)",invscaling,500000.0,sgd +0.1186668872833252,0.0,0.0087409019470214,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4761904761904761,0.4761904761904761,0.0,6175,0.4597701149425287,0.4597701149425287,0.0,6424,0.9302325581395348,0.9302325581395348,0.0,3215,0.6299212598425197,0.6299212598425197,0.0,5905,MLPClassifier,,,,,,,relu,"(40, 60, 80)",invscaling,500000.0,sgd +0.3693230152130127,0.0,0.0107369422912597,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.475,0.475,0.0,6182,0.4597701149425287,0.4597701149425287,0.0,6424,0.8837209302325582,0.8837209302325582,0.0,3367,0.6178861788617886,0.6178861788617886,0.0,5933,MLPClassifier,,,,,,,logistic,"(45, 45)",adaptive,500000.0,sgd +0.08741307258605957,0.0,0.0094728469848632,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4743589743589743,0.4743589743589743,0.0,6185,0.4597701149425287,0.4597701149425287,0.0,6424,0.8604651162790697,0.8604651162790697,0.0,3618,0.6115702479338844,0.6115702479338844,0.0,5949,MLPClassifier,,,,,,,logistic,"(15, 75)",constant,500000.0,sgd +0.13852334022521973,0.0,0.0120477676391601,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4743589743589743,0.4743589743589743,0.0,6185,0.4597701149425287,0.4597701149425287,0.0,6424,0.8604651162790697,0.8604651162790697,0.0,3618,0.6115702479338844,0.6115702479338844,0.0,5949,MLPClassifier,,,,,,,relu,"(40, 40, 80)",invscaling,500000.0,sgd +0.09615778923034668,0.0,0.0087361335754394,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4743589743589743,0.4743589743589743,0.0,6185,0.4597701149425287,0.4597701149425287,0.0,6424,0.8604651162790697,0.8604651162790697,0.0,3618,0.6115702479338844,0.6115702479338844,0.0,5949,MLPClassifier,,,,,,,relu,"(80, 20, 80)",invscaling,500000.0,sgd +1.218.803.882.598.870,0.0,0.009261131286621,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4736842105263157,0.4736842105263157,0.0,6188,0.4597701149425287,0.4597701149425287,0.0,6424,0.8372093023255814,0.8372093023255814,0.0,3657,0.6050420168067226,0.6050420168067226,0.0,5964,MLPClassifier,,,,,,,identity,"(60, 75)",invscaling,500000.0,sgd +0.13136792182922363,0.0,0.0084719657897949,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4729729729729729,0.4729729729729729,0.0,6189,0.4597701149425287,0.4597701149425287,0.0,6424,0.813953488372093,0.813953488372093,0.0,3937,0.5982905982905984,0.5982905982905984,0.0,5975,MLPClassifier,,,,,,,relu,100,invscaling,500000.0,sgd +0.12654900550842285,0.0,0.0079219341278076,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4714285714285714,0.4714285714285714,0.0,6192,0.4597701149425287,0.4597701149425287,0.0,6424,0.7674418604651163,0.7674418604651163,0.0,5116,0.5840707964601769,0.5840707964601769,0.0,5998,MLPClassifier,,,,,,,tanh,70,invscaling,500000.0,sgd +0.5338549613952637,0.0,0.0087499618530273,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.46875,0.46875,0.0,6195,0.4597701149425287,0.4597701149425287,0.0,6424,0.6976744186046512,0.6976744186046512,0.0,5651,0.5607476635514019,0.5607476635514019,0.0,6030,MLPClassifier,,,,,,,tanh,"(40, 60, 20)",invscaling,500000.0,sgd +0.14607000350952148,0.0,0.0094659328460693,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4677419354838709,0.4677419354838709,0.0,6197,0.4597701149425287,0.4597701149425287,0.0,6424,0.6744186046511628,0.6744186046511628,0.0,5890,0.5523809523809524,0.5523809523809524,0.0,6042,MLPClassifier,,,,,,,relu,"(100, 40, 100)",invscaling,500000.0,sgd +0.665809154510498,0.0,0.0090498924255371,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4444444444444444,0.4444444444444444,0.0,6226,0.4597701149425287,0.4597701149425287,0.0,6424,0.3720930232558139,0.3720930232558139,0.0,6137,0.4050632911392404,0.4050632911392404,0.0,6156,MLPClassifier,,,,,,,tanh,"(60, 90)",invscaling,500000.0,sgd +0.142913818359375,0.0,0.0095589160919189,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4230769230769231,0.4230769230769231,0.0,6252,0.4597701149425287,0.4597701149425287,0.0,6424,0.2558139534883721,0.2558139534883721,0.0,6186,0.3188405797101449,0.3188405797101449,0.0,6197,MLPClassifier,,,,,,,relu,"(20, 80, 100)",invscaling,500000.0,sgd +0.2902231216430664,0.0,0.0079457759857177,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.1666666666666666,0.1666666666666666,0.0,6293,0.4597701149425287,0.4597701149425287,0.0,6424,0.0232558139534883,0.0232558139534883,0.0,6284,0.0408163265306122,0.0408163265306122,0.0,6294,MLPClassifier,,,,,,,tanh,"(20, 40, 40)",invscaling,500000.0,sgd +0.05672717094421387,0.0,0.008603811264038,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4691358024691358,0.4691358024691358,0.0,6194,0.4482758620689655,0.4482758620689655,0.0,6440,0.8837209302325582,0.8837209302325582,0.0,3367,0.6129032258064515,0.6129032258064515,0.0,5946,MLPClassifier,,,,,,,tanh,5,invscaling,500000.0,sgd +0.17015600204467773,0.0,0.0083138942718505,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4666666666666667,0.4666666666666667,0.0,6198,0.4482758620689655,0.4482758620689655,0.0,6440,0.813953488372093,0.813953488372093,0.0,3937,0.5932203389830508,0.5932203389830508,0.0,5988,MLPClassifier,,,,,,,tanh,"(45, 75)",invscaling,500000.0,sgd +12.001.519.203.186.000,0.0,0.0107378959655761,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4657534246575342,0.4657534246575342,0.0,6200,0.4482758620689655,0.4482758620689655,0.0,6440,0.7906976744186046,0.7906976744186046,0.0,4827,0.5862068965517241,0.5862068965517241,0.0,5995,MLPClassifier,,,,,,,tanh,"(100, 100, 20)",invscaling,500000.0,sgd +0.09671497344970703,0.0,0.0094561576843261,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4626865671641791,0.4626865671641791,0.0,6203,0.4482758620689655,0.4482758620689655,0.0,6440,0.7209302325581395,0.7209302325581395,0.0,5439,0.5636363636363636,0.5636363636363636,0.0,6025,MLPClassifier,,,,,,,relu,"(80, 20, 20)",invscaling,500000.0,sgd +0.15921998023986816,0.0,0.0092439651489257,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4603174603174603,0.4603174603174603,0.0,6206,0.4482758620689655,0.4482758620689655,0.0,6440,0.6744186046511628,0.6744186046511628,0.0,5890,0.5471698113207547,0.5471698113207547,0.0,6054,MLPClassifier,,,,,,,relu,"(60, 100, 20)",invscaling,500000.0,sgd +10.300.548.076.629.600,0.0,0.0095300674438476,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4468085106382978,0.4468085106382978,0.0,6222,0.4482758620689655,0.4482758620689655,0.0,6440,0.4883720930232558,0.4883720930232558,0.0,6071,0.4666666666666666,0.4666666666666666,0.0,6120,MLPClassifier,,,,,,,identity,"(75, 90)",invscaling,500000.0,sgd +0.26903700828552246,0.0,0.0125269889831542,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4418604651162791,0.4418604651162791,0.0,6232,0.4482758620689655,0.4482758620689655,0.0,6440,0.4418604651162791,0.4418604651162791,0.0,6097,0.4418604651162791,0.4418604651162791,0.0,6129,MLPClassifier,,,,,,,relu,"(40, 100, 100)",invscaling,500000.0,sgd +0.8749990463256836,0.0,0.0111770629882812,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4390243902439024,0.4390243902439024,0.0,6238,0.4482758620689655,0.4482758620689655,0.0,6440,0.4186046511627907,0.4186046511627907,0.0,6108,0.4285714285714286,0.4285714285714286,0.0,6141,MLPClassifier,,,,,,,tanh,"(40, 100, 80)",invscaling,500000.0,sgd +0.5607428550720215,0.0,0.0094368457794189,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4285714285714285,0.4285714285714285,0.0,6244,0.4482758620689655,0.4482758620689655,0.0,6440,0.3488372093023256,0.3488372093023256,0.0,6145,0.3846153846153846,0.3846153846153846,0.0,6173,MLPClassifier,,,,,,,tanh,"(60, 100, 80)",invscaling,500000.0,sgd +0.07331085205078125,0.0,0.0071229934692382,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4137931034482758,0.4137931034482758,0.0,6256,0.4482758620689655,0.4482758620689655,0.0,6440,0.2790697674418604,0.2790697674418604,0.0,6176,0.3333333333333333,0.3333333333333333,0.0,6192,MLPClassifier,,,,,,,tanh,20,invscaling,500000.0,sgd +4.762.527.942.657.470,0.0,0.0092391967773437,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3333333333333333,0.3333333333333333,0.0,6282,0.4482758620689655,0.4482758620689655,0.0,6440,0.1162790697674418,0.1162790697674418,0.0,6235,0.1724137931034483,0.1724137931034483,0.0,6240,MLPClassifier,,,,,,,identity,"(80, 40, 100)",invscaling,500000.0,sgd +0.29978013038635254,0.0,0.0086638927459716,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.2727272727272727,0.2727272727272727,0.0,6290,0.4482758620689655,0.4482758620689655,0.0,6440,0.0697674418604651,0.0697674418604651,0.0,6251,0.111111111111111,0.111111111111111,0.0,6265,MLPClassifier,,,,,,,tanh,"(20, 80, 40)",invscaling,500000.0,sgd +1.341.991.901.397.700,0.0,0.0099053382873535,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4634146341463415,0.4634146341463415,0.0,6201,0.4367816091954023,0.4367816091954023,0.0,6452,0.8837209302325582,0.8837209302325582,0.0,3367,0.608,0.608,0.0,5959,MLPClassifier,,,,,,,tanh,"(20, 100, 100)",invscaling,500000.0,sgd +0.18081998825073242,0.0,0.0098512172698974,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4634146341463415,0.4634146341463415,0.0,6201,0.4367816091954023,0.4367816091954023,0.0,6452,0.8837209302325582,0.8837209302325582,0.0,3367,0.608,0.608,0.0,5959,MLPClassifier,,,,,,,relu,"(80, 80, 40)",invscaling,500000.0,sgd +0.5478127002716064,0.0,0.0100681781768798,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4625,0.4625,0.0,6204,0.4367816091954023,0.4367816091954023,0.0,6452,0.8604651162790697,0.8604651162790697,0.0,3618,0.6016260162601625,0.6016260162601625,0.0,5969,MLPClassifier,,,,,,,logistic,"(90, 60)",adaptive,500000.0,sgd +0.05304884910583496,0.0,0.0082831382751464,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4615384615384615,0.4615384615384615,0.0,6205,0.4367816091954023,0.4367816091954023,0.0,6452,0.8372093023255814,0.8372093023255814,0.0,3657,0.5950413223140496,0.5950413223140496,0.0,5982,MLPClassifier,,,,,,,relu,15,invscaling,500000.0,sgd +0.12917304039001465,0.0,0.0080749988555908,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4545454545454545,0.4545454545454545,0.0,6209,0.4367816091954023,0.4367816091954023,0.0,6452,0.6976744186046512,0.6976744186046512,0.0,5651,0.5504587155963303,0.5504587155963303,0.0,6047,MLPClassifier,,,,,,,logistic,"(45, 75)",constant,500000.0,sgd +0.10809016227722168,0.0,0.0075678825378417,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.453125,0.453125,0.0,6213,0.4367816091954023,0.4367816091954023,0.0,6452,0.6744186046511628,0.6744186046511628,0.0,5890,0.5420560747663552,0.5420560747663552,0.0,6059,MLPClassifier,,,,,,,logistic,"(15, 60)",constant,500000.0,sgd +0.6783578395843506,0.0,0.009322166442871,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.453125,0.453125,0.0,6213,0.4367816091954023,0.4367816091954023,0.0,6452,0.6744186046511628,0.6744186046511628,0.0,5890,0.5420560747663552,0.5420560747663552,0.0,6059,MLPClassifier,,,,,,,tanh,"(80, 60, 60)",invscaling,500000.0,sgd +0.23606204986572266,0.0,0.0088679790496826,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4516129032258064,0.4516129032258064,0.0,6216,0.4367816091954023,0.4367816091954023,0.0,6452,0.6511627906976745,0.6511627906976745,0.0,5953,0.5333333333333333,0.5333333333333333,0.0,6068,MLPClassifier,,,,,,,tanh,"(90, 15)",invscaling,500000.0,sgd +0.10035300254821777,0.0,0.0086681842803955,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4464285714285714,0.4464285714285714,0.0,6223,0.4367816091954023,0.4367816091954023,0.0,6452,0.5813953488372093,0.5813953488372093,0.0,6016,0.5050505050505051,0.5050505050505051,0.0,6095,MLPClassifier,,,,,,,relu,"(40, 60, 20)",invscaling,500000.0,sgd +1.079.211.950.302.120,0.0,0.0106990337371826,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4318181818181818,0.4318181818181818,0.0,6242,0.4367816091954023,0.4367816091954023,0.0,6452,0.4418604651162791,0.4418604651162791,0.0,6097,0.4367816091954023,0.4367816091954023,0.0,6134,MLPClassifier,,,,,,,tanh,"(90, 90)",invscaling,500000.0,sgd +0.9467940330505371,0.0,0.0087437629699707,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.425,0.425,0.0,6249,0.4367816091954023,0.4367816091954023,0.0,6452,0.3953488372093023,0.3953488372093023,0.0,6116,0.4096385542168674,0.4096385542168674,0.0,6150,MLPClassifier,,,,,,,tanh,"(90, 75)",invscaling,500000.0,sgd +0.09453105926513672,0.0,0.0098989009857177,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.425,0.425,0.0,6249,0.4367816091954023,0.4367816091954023,0.0,6452,0.3953488372093023,0.3953488372093023,0.0,6116,0.4096385542168674,0.4096385542168674,0.0,6150,MLPClassifier,,,,,,,tanh,"(20, 20, 40)",invscaling,500000.0,sgd +12.010.538.578.033.400,0.0,0.0099031925201416,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.425,0.425,0.0,6249,0.4367816091954023,0.4367816091954023,0.0,6452,0.3953488372093023,0.3953488372093023,0.0,6116,0.4096385542168674,0.4096385542168674,0.0,6150,MLPClassifier,,,,,,,tanh,"(40, 100, 60)",invscaling,500000.0,sgd +0.33601808547973633,0.0,0.0089218616485595,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4117647058823529,0.4117647058823529,0.0,6258,0.4367816091954023,0.4367816091954023,0.0,6452,0.3255813953488372,0.3255813953488372,0.0,6155,0.3636363636363636,0.3636363636363636,0.0,6182,MLPClassifier,,,,,,,relu,"(75, 75)",invscaling,500000.0,sgd +0.195112943649292,0.0,0.0084328651428222,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3333333333333333,0.3333333333333333,0.0,6282,0.4367816091954023,0.4367816091954023,0.0,6452,0.1395348837209302,0.1395348837209302,0.0,6227,0.1967213114754098,0.1967213114754098,0.0,6235,MLPClassifier,,,,,,,tanh,"(60, 30)",invscaling,500000.0,sgd +0.24697399139404297,0.0,0.0098397731781005,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4556962025316455,0.4556962025316455,0.0,6208,0.425287356321839,0.425287356321839,0.0,6467,0.8372093023255814,0.8372093023255814,0.0,3657,0.5901639344262295,0.5901639344262295,0.0,5992,MLPClassifier,,,,,,,logistic,"(80, 80, 60)",constant,500000.0,sgd +0.10846590995788574,0.0,0.0107479095458984,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4533333333333333,0.4533333333333333,0.0,6212,0.425287356321839,0.425287356321839,0.0,6467,0.7906976744186046,0.7906976744186046,0.0,4827,0.576271186440678,0.576271186440678,0.0,6008,MLPClassifier,,,,,,,relu,"(40, 20, 20)",invscaling,500000.0,sgd +2.305.490.016.937.250,0.0,0.0081129074096679,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4520547945205479,0.4520547945205479,0.0,6215,0.425287356321839,0.425287356321839,0.0,6467,0.7674418604651163,0.7674418604651163,0.0,5116,0.5689655172413793,0.5689655172413793,0.0,6016,MLPClassifier,,,,,,,identity,100,invscaling,500000.0,sgd +15.283.513.069.152.800,0.0,0.0083169937133789,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4507042253521127,0.4507042253521127,0.0,6218,0.425287356321839,0.425287356321839,0.0,6467,0.7441860465116279,0.7441860465116279,0.0,5303,0.5614035087719298,0.5614035087719298,0.0,6029,MLPClassifier,,,,,,,identity,85,invscaling,500000.0,sgd +19.482.200.145.721.400,0.0,0.0123350620269775,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4461538461538462,0.4461538461538462,0.0,6224,0.425287356321839,0.425287356321839,0.0,6467,0.6744186046511628,0.6744186046511628,0.0,5890,0.537037037037037,0.537037037037037,0.0,6063,MLPClassifier,,,,,,,identity,"(80, 60, 40)",invscaling,500000.0,sgd +0.08007693290710449,0.0,0.0074520111083984,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4444444444444444,0.4444444444444444,0.0,6226,0.425287356321839,0.425287356321839,0.0,6467,0.6511627906976745,0.6511627906976745,0.0,5953,0.5283018867924528,0.5283018867924528,0.0,6076,MLPClassifier,,,,,,,relu,40,invscaling,500000.0,sgd +0.5131721496582031,0.0,0.0091309547424316,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.36,0.36,0.0,6278,0.425287356321839,0.425287356321839,0.0,6467,0.2093023255813953,0.2093023255813953,0.0,6198,0.2647058823529412,0.2647058823529412,0.0,6219,MLPClassifier,,,,,,,tanh,"(40, 40, 20)",invscaling,500000.0,sgd +0.10448002815246582,0.0,0.0076470375061035,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3478260869565217,0.3478260869565217,0.0,6281,0.425287356321839,0.425287356321839,0.0,6467,0.1860465116279069,0.1860465116279069,0.0,6213,0.2424242424242424,0.2424242424242424,0.0,6223,MLPClassifier,,,,,,,tanh,30,invscaling,500000.0,sgd +0.21885895729064941,0.0,0.0089550018310546,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4487179487179487,0.4487179487179487,0.0,6221,0.4137931034482758,0.4137931034482758,0.0,6475,0.813953488372093,0.813953488372093,0.0,3937,0.5785123966942148,0.5785123966942148,0.0,6006,MLPClassifier,,,,,,,tanh,"(60, 20, 80)",invscaling,500000.0,sgd +0.19741082191467285,0.0,0.009139060974121,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4459459459459459,0.4459459459459459,0.0,6225,0.4137931034482758,0.4137931034482758,0.0,6475,0.7674418604651163,0.7674418604651163,0.0,5116,0.5641025641025641,0.5641025641025641,0.0,6023,MLPClassifier,,,,,,,logistic,"(75, 45)",constant,500000.0,sgd +0.7141151428222656,0.0,0.0106990337371826,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4444444444444444,0.4444444444444444,0.0,6226,0.4137931034482758,0.4137931034482758,0.0,6475,0.7441860465116279,0.7441860465116279,0.0,5303,0.5565217391304347,0.5565217391304347,0.0,6035,MLPClassifier,,,,,,,tanh,"(100, 20, 60)",invscaling,500000.0,sgd +0.1949758529663086,0.0,0.0093402862548828,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4428571428571428,0.4428571428571428,0.0,6231,0.4137931034482758,0.4137931034482758,0.0,6475,0.7209302325581395,0.7209302325581395,0.0,5439,0.5486725663716814,0.5486725663716814,0.0,6052,MLPClassifier,,,,,,,logistic,"(75, 60)",constant,500000.0,sgd +0.1355757713317871,0.0,0.0094270706176757,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4411764705882353,0.4411764705882353,0.0,6235,0.4137931034482758,0.4137931034482758,0.0,6475,0.6976744186046512,0.6976744186046512,0.0,5651,0.5405405405405405,0.5405405405405405,0.0,6062,MLPClassifier,,,,,,,relu,"(100, 40, 80)",invscaling,500000.0,sgd +3.300.868.034.362.790,0.0,0.0179200172424316,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3,0.3,0.0,6287,0.4137931034482758,0.4137931034482758,0.0,6475,0.1395348837209302,0.1395348837209302,0.0,6227,0.1904761904761905,0.1904761904761905,0.0,6238,MLPClassifier,,,,,,,tanh,"(100, 100, 80)",invscaling,500000.0,sgd +0.17605018615722656,0.0,0.0091300010681152,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.1,0.1,0.0,6294,0.4137931034482758,0.4137931034482758,0.0,6475,0.0232558139534883,0.0232558139534883,0.0,6284,0.0377358490566037,0.0377358490566037,0.0,6295,MLPClassifier,,,,,,,relu,"(100, 20, 80)",invscaling,500000.0,sgd +0.5442008972167969,0.0,0.0112180709838867,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4415584415584415,0.4415584415584415,0.0,6233,0.4022988505747126,0.4022988505747126,0.0,6482,0.7906976744186046,0.7906976744186046,0.0,4827,0.5666666666666667,0.5666666666666667,0.0,6021,MLPClassifier,,,,,,,logistic,"(90, 75)",adaptive,500000.0,sgd +0.24529600143432617,0.0,0.0108139514923095,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4415584415584415,0.4415584415584415,0.0,6233,0.4022988505747126,0.4022988505747126,0.0,6482,0.7906976744186046,0.7906976744186046,0.0,4827,0.5666666666666667,0.5666666666666667,0.0,6021,MLPClassifier,,,,,,,tanh,"(20, 80, 80)",invscaling,500000.0,sgd +28.773.341.178.894.000,0.0,0.0116488933563232,0.0,"{'activation': 'identity', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.44,0.44,0.0,6236,0.4022988505747126,0.4022988505747126,0.0,6482,0.7674418604651163,0.7674418604651163,0.0,5116,0.5593220338983051,0.5593220338983051,0.0,6032,MLPClassifier,,,,,,,identity,"(15, 15)",invscaling,500000.0,sgd +0.31402587890625,0.0,0.0090250968933105,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4383561643835616,0.4383561643835616,0.0,6239,0.4022988505747126,0.4022988505747126,0.0,6482,0.7441860465116279,0.7441860465116279,0.0,5303,0.5517241379310345,0.5517241379310345,0.0,6043,MLPClassifier,,,,,,,tanh,"(20, 100, 40)",invscaling,500000.0,sgd +0.18245911598205566,0.0,0.0107579231262207,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4328358208955223,0.4328358208955223,0.0,6241,0.4022988505747126,0.4022988505747126,0.0,6482,0.6744186046511628,0.6744186046511628,0.0,5890,0.5272727272727272,0.5272727272727272,0.0,6078,MLPClassifier,,,,,,,tanh,"(45, 15)",invscaling,500000.0,sgd +0.1881248950958252,0.0,0.0075831413269042,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4307692307692308,0.4307692307692308,0.0,6243,0.4022988505747126,0.4022988505747126,0.0,6482,0.6511627906976745,0.6511627906976745,0.0,5953,0.5185185185185186,0.5185185185185186,0.0,6083,MLPClassifier,,,,,,,tanh,"(15, 75)",invscaling,500000.0,sgd +0.8375930786132812,0.0,0.0096869468688964,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4262295081967213,0.4262295081967213,0.0,6248,0.4022988505747126,0.4022988505747126,0.0,6482,0.6046511627906976,0.6046511627906976,0.0,6006,0.4999999999999999,0.4999999999999999,0.0,6103,MLPClassifier,,,,,,,tanh,"(20, 100, 80)",invscaling,500000.0,sgd +0.3044900894165039,0.0,0.0086901187896728,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4210526315789473,0.4210526315789473,0.0,6253,0.4022988505747126,0.4022988505747126,0.0,6482,0.5581395348837209,0.5581395348837209,0.0,6034,0.48,0.48,0.0,6112,MLPClassifier,,,,,,,tanh,"(60, 20, 60)",invscaling,500000.0,sgd +19.809.463.024.139.400,0.0,0.0102190971374511,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3953488372093023,0.3953488372093023,0.0,6265,0.4022988505747126,0.4022988505747126,0.0,6482,0.3953488372093023,0.3953488372093023,0.0,6116,0.3953488372093023,0.3953488372093023,0.0,6164,MLPClassifier,,,,,,,tanh,"(60, 100, 100)",invscaling,500000.0,sgd +0.23786497116088867,0.0,0.007645845413208,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3902439024390244,0.3902439024390244,0.0,6266,0.4022988505747126,0.4022988505747126,0.0,6482,0.3720930232558139,0.3720930232558139,0.0,6137,0.380952380952381,0.380952380952381,0.0,6175,MLPClassifier,,,,,,,tanh,35,invscaling,500000.0,sgd +0.8446619510650635,0.0,0.010178804397583,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3846153846153846,0.3846153846153846,0.0,6267,0.4022988505747126,0.4022988505747126,0.0,6482,0.3488372093023256,0.3488372093023256,0.0,6145,0.3658536585365854,0.3658536585365854,0.0,6181,MLPClassifier,,,,,,,relu,"(40, 80, 20)",invscaling,500000.0,sgd +0.11785006523132324,0.0,0.007584810256958,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3783783783783784,0.3783783783783784,0.0,6270,0.4022988505747126,0.4022988505747126,0.0,6482,0.3255813953488372,0.3255813953488372,0.0,6155,0.35,0.35,0.0,6185,MLPClassifier,,,,,,,tanh,"(15, 60)",invscaling,500000.0,sgd +0.30878281593322754,0.0,0.0077569484710693,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0909090909090909,0.0909090909090909,0.0,6296,0.4022988505747126,0.4022988505747126,0.0,6482,0.0232558139534883,0.0232558139534883,0.0,6284,0.037037037037037,0.037037037037037,0.0,6296,MLPClassifier,,,,,,,tanh,50,invscaling,500000.0,sgd +0.3397502899169922,0.0,0.0096397399902343,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.4342105263157895,0.4342105263157895,0.0,6240,0.3908045977011494,0.3908045977011494,0.0,6495,0.7674418604651163,0.7674418604651163,0.0,5116,0.5546218487394958,0.5546218487394958,0.0,6041,MLPClassifier,,,,,,,logistic,"(60, 90)",adaptive,500000.0,sgd +0.2185957431793213,0.0,0.009639024734497,0.0,"{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4166666666666667,0.4166666666666667,0.0,6254,0.3908045977011494,0.3908045977011494,0.0,6495,0.5813953488372093,0.5813953488372093,0.0,6016,0.4854368932038835,0.4854368932038835,0.0,6109,MLPClassifier,,,,,,,relu,"(80, 80, 100)",invscaling,500000.0,sgd +0.21568512916564941,0.0,0.0096149444580078,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'}",0.4137931034482758,0.4137931034482758,0.0,6256,0.3908045977011494,0.3908045977011494,0.0,6495,0.5581395348837209,0.5581395348837209,0.0,6034,0.4752475247524752,0.4752475247524752,0.0,6116,MLPClassifier,,,,,,,logistic,"(60, 80, 100)",constant,500000.0,sgd +0.1423931121826172,0.0,0.0091867446899414,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3958333333333333,0.3958333333333333,0.0,6264,0.3908045977011494,0.3908045977011494,0.0,6495,0.4418604651162791,0.4418604651162791,0.0,6097,0.4175824175824176,0.4175824175824176,0.0,6146,MLPClassifier,,,,,,,tanh,"(40, 20, 20)",invscaling,500000.0,sgd +0.19881391525268555,0.0,0.0080511569976806,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3809523809523809,0.3809523809523809,0.0,6269,0.3908045977011494,0.3908045977011494,0.0,6495,0.3720930232558139,0.3720930232558139,0.0,6137,0.3764705882352941,0.3764705882352941,0.0,6179,MLPClassifier,,,,,,,tanh,75,invscaling,500000.0,sgd +0.5138869285583496,0.0,0.0085260868072509,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3684210526315789,0.3684210526315789,0.0,6274,0.3908045977011494,0.3908045977011494,0.0,6495,0.3255813953488372,0.3255813953488372,0.0,6155,0.345679012345679,0.345679012345679,0.0,6187,MLPClassifier,,,,,,,tanh,"(40, 80, 100)",invscaling,500000.0,sgd +18.145.310.878.753.600,0.0,0.0112261772155761,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3611111111111111,0.3611111111111111,0.0,6277,0.3908045977011494,0.3908045977011494,0.0,6495,0.3023255813953488,0.3023255813953488,0.0,6167,0.3291139240506329,0.3291139240506329,0.0,6193,MLPClassifier,,,,,,,tanh,"(100, 40, 100)",invscaling,500000.0,sgd +0.5192627906799316,0.0,0.0129871368408203,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3962264150943396,0.3962264150943396,0.0,6263,0.3793103448275862,0.3793103448275862,0.0,6502,0.4883720930232558,0.4883720930232558,0.0,6071,0.4375,0.4375,0.0,6132,MLPClassifier,,,,,,,tanh,"(60, 40, 100)",invscaling,500000.0,sgd +0.365494966506958,0.0,0.0084879398345947,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3829787234042553,0.3829787234042553,0.0,6268,0.3793103448275862,0.3793103448275862,0.0,6502,0.4186046511627907,0.4186046511627907,0.0,6108,0.4,0.4,0.0,6158,MLPClassifier,,,,,,,relu,65,invscaling,500000.0,sgd +0.48227930068969727,0.0,0.0086658000946044,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.358974358974359,0.358974358974359,0.0,6279,0.3793103448275862,0.3793103448275862,0.0,6502,0.3255813953488372,0.3255813953488372,0.0,6155,0.3414634146341463,0.3414634146341463,0.0,6189,MLPClassifier,,,,,,,logistic,"(20, 80, 40)",adaptive,500000.0,sgd +10.063.140.392.303.400,0.0,0.0122208595275878,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3333333333333333,0.3333333333333333,0.0,6282,0.3793103448275862,0.3793103448275862,0.0,6502,0.2558139534883721,0.2558139534883721,0.0,6186,0.2894736842105263,0.2894736842105263,0.0,6209,MLPClassifier,,,,,,,tanh,"(40, 40, 100)",invscaling,500000.0,sgd +0.1111917495727539,0.0,0.0074341297149658,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.4,0.4,0.0,6259,0.367816091954023,0.367816091954023,0.0,6506,0.5581395348837209,0.5581395348837209,0.0,6034,0.4660194174757281,0.4660194174757281,0.0,6121,MLPClassifier,,,,,,,tanh,40,invscaling,500000.0,sgd +0.18713998794555664,0.0,0.0078558921813964,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3695652173913043,0.3695652173913043,0.0,6273,0.367816091954023,0.367816091954023,0.0,6506,0.3953488372093023,0.3953488372093023,0.0,6116,0.3820224719101123,0.3820224719101123,0.0,6174,MLPClassifier,,,,,,,tanh,"(30, 45)",invscaling,500000.0,sgd +0.4051930904388428,0.0,0.0106308460235595,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.0714285714285714,0.0714285714285714,0.0,6297,0.367816091954023,0.367816091954023,0.0,6506,0.0232558139534883,0.0232558139534883,0.0,6284,0.0350877192982456,0.0350877192982456,0.0,6297,MLPClassifier,,,,,,,logistic,"(90, 30)",adaptive,500000.0,sgd +10.207.200.050.354.000,0.0,0.009678840637207,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.2592592592592592,0.2592592592592592,0.0,6292,0.3563218390804598,0.3563218390804598,0.0,6509,0.1627906976744186,0.1627906976744186,0.0,6222,0.2,0.2,0.0,6234,MLPClassifier,,,,,,,tanh,"(40, 80, 20)",invscaling,500000.0,sgd +0.922919750213623,0.0,0.0094358921051025,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0666666666666666,0.0666666666666666,0.0,6298,0.3563218390804598,0.3563218390804598,0.0,6509,0.0232558139534883,0.0232558139534883,0.0,6284,0.0344827586206896,0.0344827586206896,0.0,6298,MLPClassifier,,,,,,,tanh,"(75, 90)",invscaling,500000.0,sgd +145.546.293.258.667,0.0,0.010012149810791,0.0,"{'activation': 'identity', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3653846153846153,0.3653846153846153,0.0,6275,0.3448275862068966,0.3448275862068966,0.0,6511,0.4418604651162791,0.4418604651162791,0.0,6097,0.4,0.4,0.0,6158,MLPClassifier,,,,,,,identity,20,invscaling,500000.0,sgd +0.04036402702331543,0.0,0.0080409049987792,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3620689655172414,0.3620689655172414,0.0,6276,0.3218390804597701,0.3218390804597701,0.0,6512,0.4883720930232558,0.4883720930232558,0.0,6071,0.4158415841584159,0.4158415841584159,0.0,6147,MLPClassifier,,,,,,,logistic,100,invscaling,500000.0,sgd +0.6258971691131592,0.0,0.0093507766723632,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'}",0.3518518518518518,0.3518518518518518,0.0,6280,0.3218390804597701,0.3218390804597701,0.0,6512,0.4418604651162791,0.4418604651162791,0.0,6097,0.3917525773195876,0.3917525773195876,0.0,6171,MLPClassifier,,,,,,,logistic,"(60, 100, 60)",adaptive,500000.0,sgd +29.137.680.530.548.000,0.0,0.0141589641571044,0.0,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.3,0.3,0.0,6287,0.3218390804597701,0.3218390804597701,0.0,6512,0.2790697674418604,0.2790697674418604,0.0,6176,0.2891566265060241,0.2891566265060241,0.0,6210,MLPClassifier,,,,,,,tanh,"(100, 80, 100)",invscaling,500000.0,sgd +0.11160922050476074,0.0,0.0066339969635009,0.0,"{'activation': 'relu', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.2647058823529412,0.2647058823529412,0.0,6291,0.3218390804597701,0.3218390804597701,0.0,6512,0.2093023255813953,0.2093023255813953,0.0,6198,0.2337662337662338,0.2337662337662338,0.0,6228,MLPClassifier,,,,,,,relu,30,invscaling,500000.0,sgd +0.06862020492553711,0.0,0.009697675704956,0.0,"{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'}",0.0952380952380952,0.0952380952380952,0.0,6295,0.3103448275862069,0.3103448275862069,0.0,6516,0.0465116279069767,0.0465116279069767,0.0,6266,0.0625,0.0625,0.0,6283,MLPClassifier,,,,,,,logistic,"(60, 60, 20)",invscaling,500000.0,sgd diff --git a/models/models_eu.csv b/models/models_eu.csv new file mode 100644 index 0000000..a827e15 --- /dev/null +++ b/models/models_eu.csv @@ -0,0 +1,6538 @@ +mean_fit_time;std_fit_time;mean_score_time;std_score_time;params;split0_test_precision;mean_test_precision;std_test_precision;rank_test_precision;split0_test_accuracy;mean_test_accuracy;std_test_accuracy;rank_test_accuracy;split0_test_recall;mean_test_recall;std_test_recall;rank_test_recall;split0_test_f1;mean_test_f1;std_test_f1;rank_test_f1;classifier;param_gamma;param_kernel;param_criterion;param_splitter;param_class_weight;param_max_features;param_activation;param_hidden_layer_sizes;param_learning_rate;param_max_iter;param_solver +27.966.251.373.291.000;0.0;0.009327888488769531;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8958333333333334;0.8958333333333334;0.0;19;0.9425287356321839;0.9425287356321839;0.0;1;1.0;1.0;0.0;1;0.945054945054945;0.945054945054945;0.0;1;MLPClassifier;;;;;;;logistic;(60, 80, 100);constant;500000;lbfgs +16.072.142.124.176.000;0.0;0.009261131286621094;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.86;0.86;0.0;23;0.9195402298850575;0.9195402298850575;0.0;2;1.0;1.0;0.0;1;0.924731182795699;0.924731182795699;0.0;2;MLPClassifier;;;;;;;logistic;(40, 80, 100);adaptive;500000;lbfgs +48.868.231.773.376.400;0.0;0.009671926498413086;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.86;0.86;0.0;23;0.9195402298850575;0.9195402298850575;0.0;2;1.0;1.0;0.0;1;0.924731182795699;0.924731182795699;0.0;2;MLPClassifier;;;;;;;tanh;(40, 80, 100);invscaling;500000;adam +0.7516348361968994;0.0;0.011109113693237305;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.86;0.86;0.0;23;0.9195402298850575;0.9195402298850575;0.0;2;1.0;1.0;0.0;1;0.924731182795699;0.924731182795699;0.0;2;MLPClassifier;;;;;;;tanh;(60, 100, 80);adaptive;500000;lbfgs +39.118.709.564.208.900;0.0;0.009765148162841797;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.86;0.86;0.0;23;0.9195402298850575;0.9195402298850575;0.0;2;1.0;1.0;0.0;1;0.924731182795699;0.924731182795699;0.0;2;MLPClassifier;;;;;;;tanh;(100, 60, 20);constant;500000;adam +418.645.977.973.938;0.0;0.012322187423706055;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.86;0.86;0.0;23;0.9195402298850575;0.9195402298850575;0.0;2;1.0;1.0;0.0;1;0.924731182795699;0.924731182795699;0.0;2;MLPClassifier;;;;;;;tanh;(100, 80, 80);constant;500000;adam +0.23392176628112793;0.0;0.008182048797607422;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.86;0.86;0.0;23;0.9195402298850575;0.9195402298850575;0.0;2;1.0;1.0;0.0;1;0.924731182795699;0.924731182795699;0.0;2;MLPClassifier;;;;;;;relu;(75, 30);adaptive;500000;lbfgs +1.582.448.959.350.580;0.0;0.009839057922363281;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.875;0.875;0.0;21;0.9195402298850575;0.9195402298850575;0.0;2;0.9767441860465116;0.9767441860465116;0.0;1284;0.923076923076923;0.923076923076923;0.0;8;MLPClassifier;;;;;;;logistic;(20, 40, 60);adaptive;500000;lbfgs +11.819.729.804.992.600;0.0;0.010831832885742188;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;logistic;(40, 60, 80);adaptive;500000;lbfgs +0.980586051940918;0.0;0.008735895156860352;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;logistic;(80, 40, 20);constant;500000;lbfgs +0.04713082313537598;0.0;0.006890058517456055;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;tanh;30;invscaling;500000;lbfgs +0.07621216773986816;0.0;0.007679939270019531;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;tanh;60;constant;500000;lbfgs +0.10435605049133301;0.0;0.008468866348266602;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;tanh;85;adaptive;500000;lbfgs +28.630.378.246.307.300;0.0;0.007533073425292969;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;tanh;(30, 30);constant;500000;adam +0.14487814903259277;0.0;0.00816202163696289;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;tanh;(45, 45);adaptive;500000;lbfgs +0.23510003089904785;0.0;0.008561849594116211;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;tanh;(60, 60);invscaling;500000;lbfgs +0.21465706825256348;0.0;0.008006811141967773;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;tanh;(75, 45);invscaling;500000;lbfgs +0.28040003776550293;0.0;0.009202241897583008;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;tanh;(75, 75);adaptive;500000;lbfgs +4.099.940.061.569.210;0.0;0.00850987434387207;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;tanh;(90, 90);invscaling;500000;adam +31.938.350.200.653.000;0.0;0.008980035781860352;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;tanh;(20, 40, 60);invscaling;500000;adam +0.4317011833190918;0.0;0.009533882141113281;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;tanh;(20, 100, 20);invscaling;500000;lbfgs +249.497.389.793.396;0.0;0.008401155471801758;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;tanh;(40, 20, 100);constant;500000;adam +4.438.045.978.546.140;0.0;0.013263940811157227;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;tanh;(40, 80, 60);invscaling;500000;adam +5.254.938.125.610.350;0.0;0.00934290885925293;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;tanh;(40, 80, 100);adaptive;500000;adam +0.18103694915771484;0.0;0.011044979095458984;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;tanh;(60, 20, 40);adaptive;500000;lbfgs +4.830.652.952.194.210;0.0;0.012776851654052734;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;tanh;(60, 60, 80);constant;500000;adam +0.6198129653930664;0.0;0.008917093276977539;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;tanh;(60, 80, 80);adaptive;500000;lbfgs +0.23506498336791992;0.0;0.009137868881225586;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;tanh;(80, 20, 40);adaptive;500000;lbfgs +28.523.850.440.979.000;0.0;0.011021137237548828;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;tanh;(80, 40, 80);constant;500000;adam +0.431196928024292;0.0;0.00916910171508789;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;tanh;(80, 60, 60);constant;500000;lbfgs +16.682.896.614.074.700;0.0;0.007984161376953125;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;relu;(20, 20, 80);constant;500000;adam +0.36043286323547363;0.0;0.011006832122802734;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;relu;(20, 40, 100);constant;500000;lbfgs +18.845.100.402.832.000;0.0;0.009472846984863281;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;relu;(20, 60, 20);adaptive;500000;adam +1.478.933.334.350.580;0.0;0.010080814361572266;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;relu;(20, 60, 100);adaptive;500000;adam +17.311.251.163.482.600;0.0;0.00860905647277832;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;relu;(20, 100, 20);constant;500000;adam +20.335.559.844.970.700;0.0;0.008879899978637695;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;relu;(20, 100, 40);adaptive;500000;adam +0.2689831256866455;0.0;0.008888959884643555;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;relu;(40, 20, 80);constant;500000;lbfgs +0.4325089454650879;0.0;0.008752107620239258;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;relu;(40, 80, 60);constant;500000;lbfgs +15.792.279.243.469.200;0.0;0.00987696647644043;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;relu;(60, 20, 100);constant;500000;adam +0.41115403175354004;0.0;0.008840084075927734;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;relu;(80, 20, 60);constant;500000;lbfgs +1.512.718.915.939.330;0.0;0.00981903076171875;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;relu;(80, 60, 20);adaptive;500000;adam +15.322.120.189.666.700;0.0;0.00922703742980957;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8431372549019608;0.8431372549019608;0.0;58;0.9080459770114943;0.9080459770114943;0.0;9;1.0;1.0;0.0;1;0.9148936170212766;0.9148936170212766;0.0;9;MLPClassifier;;;;;;;relu;(100, 20, 60);invscaling;500000;adam +38.328.850.269.317.600;0.0;0.010924816131591797;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8571428571428571;0.8571428571428571;0.0;29;0.9080459770114943;0.9080459770114943;0.0;9;0.9767441860465116;0.9767441860465116;0.0;1284;0.9130434782608695;0.9130434782608695;0.0;43;MLPClassifier;;;;;;;logistic;(20, 60, 80);invscaling;500000;lbfgs +12.435.250.282.287.500;0.0;0.008257865905761719;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8571428571428571;0.8571428571428571;0.0;29;0.9080459770114943;0.9080459770114943;0.0;9;0.9767441860465116;0.9767441860465116;0.0;1284;0.9130434782608695;0.9130434782608695;0.0;43;MLPClassifier;;;;;;;logistic;(60, 20, 20);adaptive;500000;lbfgs +0.1888728141784668;0.0;0.007584095001220703;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8571428571428571;0.8571428571428571;0.0;29;0.9080459770114943;0.9080459770114943;0.0;9;0.9767441860465116;0.9767441860465116;0.0;1284;0.9130434782608695;0.9130434782608695;0.0;43;MLPClassifier;;;;;;;tanh;(15, 45);constant;500000;lbfgs +0.3251767158508301;0.0;0.00851297378540039;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8571428571428571;0.8571428571428571;0.0;29;0.9080459770114943;0.9080459770114943;0.0;9;0.9767441860465116;0.9767441860465116;0.0;1284;0.9130434782608695;0.9130434782608695;0.0;43;MLPClassifier;;;;;;;tanh;(45, 90);invscaling;500000;lbfgs +0.206618070602417;0.0;0.008909940719604492;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8571428571428571;0.8571428571428571;0.0;29;0.9080459770114943;0.9080459770114943;0.0;9;0.9767441860465116;0.9767441860465116;0.0;1284;0.9130434782608695;0.9130434782608695;0.0;43;MLPClassifier;;;;;;;tanh;(90, 30);constant;500000;lbfgs +4.690.328.121.185.300;0.0;0.008873939514160156;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8571428571428571;0.8571428571428571;0.0;29;0.9080459770114943;0.9080459770114943;0.0;9;0.9767441860465116;0.9767441860465116;0.0;1284;0.9130434782608695;0.9130434782608695;0.0;43;MLPClassifier;;;;;;;tanh;(20, 80, 100);invscaling;500000;adam +0.6685800552368164;0.0;0.009383916854858398;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8571428571428571;0.8571428571428571;0.0;29;0.9080459770114943;0.9080459770114943;0.0;9;0.9767441860465116;0.9767441860465116;0.0;1284;0.9130434782608695;0.9130434782608695;0.0;43;MLPClassifier;;;;;;;tanh;(20, 80, 100);adaptive;500000;lbfgs +0.21514678001403809;0.0;0.008161067962646484;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8571428571428571;0.8571428571428571;0.0;29;0.9080459770114943;0.9080459770114943;0.0;9;0.9767441860465116;0.9767441860465116;0.0;1284;0.9130434782608695;0.9130434782608695;0.0;43;MLPClassifier;;;;;;;tanh;(40, 40, 40);adaptive;500000;lbfgs +4.289.309.978.485.100;0.0;0.009887933731079102;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8571428571428571;0.8571428571428571;0.0;29;0.9080459770114943;0.9080459770114943;0.0;9;0.9767441860465116;0.9767441860465116;0.0;1284;0.9130434782608695;0.9130434782608695;0.0;43;MLPClassifier;;;;;;;tanh;(40, 60, 100);adaptive;500000;adam +0.7073147296905518;0.0;0.01346731185913086;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8571428571428571;0.8571428571428571;0.0;29;0.9080459770114943;0.9080459770114943;0.0;9;0.9767441860465116;0.9767441860465116;0.0;1284;0.9130434782608695;0.9130434782608695;0.0;43;MLPClassifier;;;;;;;tanh;(60, 80, 60);constant;500000;lbfgs +0.42022013664245605;0.0;0.012603998184204102;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8571428571428571;0.8571428571428571;0.0;29;0.9080459770114943;0.9080459770114943;0.0;9;0.9767441860465116;0.9767441860465116;0.0;1284;0.9130434782608695;0.9130434782608695;0.0;43;MLPClassifier;;;;;;;tanh;(100, 40, 60);invscaling;500000;lbfgs +5.344.199.895.858.760;0.0;0.010558128356933594;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8571428571428571;0.8571428571428571;0.0;29;0.9080459770114943;0.9080459770114943;0.0;9;0.9767441860465116;0.9767441860465116;0.0;1284;0.9130434782608695;0.9130434782608695;0.0;43;MLPClassifier;;;;;;;tanh;(100, 80, 100);adaptive;500000;adam +0.18035507202148438;0.0;0.0073969364166259766;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8571428571428571;0.8571428571428571;0.0;29;0.9080459770114943;0.9080459770114943;0.0;9;0.9767441860465116;0.9767441860465116;0.0;1284;0.9130434782608695;0.9130434782608695;0.0;43;MLPClassifier;;;;;;;relu;(30, 30);adaptive;500000;lbfgs +0.19378089904785156;0.0;0.007954835891723633;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8571428571428571;0.8571428571428571;0.0;29;0.9080459770114943;0.9080459770114943;0.0;9;0.9767441860465116;0.9767441860465116;0.0;1284;0.9130434782608695;0.9130434782608695;0.0;43;MLPClassifier;;;;;;;relu;(20, 20, 40);adaptive;500000;lbfgs +13.125.810.623.168.900;0.0;0.008374214172363281;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8571428571428571;0.8571428571428571;0.0;29;0.9080459770114943;0.9080459770114943;0.0;9;0.9767441860465116;0.9767441860465116;0.0;1284;0.9130434782608695;0.9130434782608695;0.0;43;MLPClassifier;;;;;;;relu;(20, 40, 40);adaptive;500000;adam +13.970.208.168.029.700;0.0;0.008862018585205078;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8571428571428571;0.8571428571428571;0.0;29;0.9080459770114943;0.9080459770114943;0.0;9;0.9767441860465116;0.9767441860465116;0.0;1284;0.9130434782608695;0.9130434782608695;0.0;43;MLPClassifier;;;;;;;relu;(40, 20, 100);adaptive;500000;adam +0.6959109306335449;0.0;0.010720252990722656;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8571428571428571;0.8571428571428571;0.0;29;0.9080459770114943;0.9080459770114943;0.0;9;0.9767441860465116;0.9767441860465116;0.0;1284;0.9130434782608695;0.9130434782608695;0.0;43;MLPClassifier;;;;;;;relu;(60, 80, 20);invscaling;500000;lbfgs +1.507.451.057.434.080;0.0;0.008877992630004883;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8723404255319149;0.8723404255319149;0.0;22;0.9080459770114943;0.9080459770114943;0.0;9;0.9534883720930233;0.9534883720930233;0.0;2739;0.9111111111111112;0.9111111111111112;0.0;60;MLPClassifier;;;;;;;logistic;(40, 80, 60);adaptive;500000;lbfgs +0.10290098190307617;0.0;0.007536172866821289;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;logistic;35;adaptive;500000;lbfgs +0.43108510971069336;0.0;0.00797271728515625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;logistic;(15, 60);invscaling;500000;lbfgs +0.5106251239776611;0.0;0.008210897445678711;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;logistic;(45, 45);constant;500000;lbfgs +12.484.221.458.435.000;0.0;0.012788057327270508;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;logistic;(20, 20, 60);adaptive;500000;lbfgs +23.949.341.773.986.800;0.0;0.00903177261352539;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;logistic;(60, 60, 80);adaptive;500000;lbfgs +1.917.909.860.610.960;0.0;0.006237983703613281;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;logistic;(80, 40, 100);invscaling;500000;lbfgs +33.603.971.004.486.000;0.0;0.009109973907470703;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;logistic;(100, 100, 100);constant;500000;lbfgs +4.494.448.900.222.770;0.0;0.00791311264038086;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;60;constant;500000;adam +37.452.399.730.682.300;0.0;0.007765054702758789;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(15, 15);invscaling;500000;adam +3.995.784.044.265.740;0.0;0.010989904403686523;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(15, 45);adaptive;500000;adam +3.080.427.885.055.540;0.0;0.009422063827514648;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(30, 30);invscaling;500000;adam +3.423.466.920.852.660;0.0;0.008258819580078125;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(30, 60);constant;500000;adam +0.3158690929412842;0.0;0.008951902389526367;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(60, 90);invscaling;500000;lbfgs +0.33158016204833984;0.0;0.010499000549316406;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(75, 15);constant;500000;lbfgs +0.23366284370422363;0.0;0.008491039276123047;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(75, 45);constant;500000;lbfgs +34.846.248.626.708.900;0.0;0.008986711502075195;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(90, 15);adaptive;500000;adam +0.22727298736572266;0.0;0.008802175521850586;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(90, 45);invscaling;500000;lbfgs +2.521.450.996.398.920;0.0;0.008655071258544922;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(20, 40, 20);invscaling;500000;adam +24.927.380.084.991.400;0.0;0.009286880493164062;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(20, 40, 40);invscaling;500000;adam +3.408.931.255.340.570;0.0;0.00899195671081543;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(20, 60, 20);adaptive;500000;adam +4.467.060.804.367.060;0.0;0.009347200393676758;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(20, 80, 60);constant;500000;adam +45.638.909.339.904.700;0.0;0.005565166473388672;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(20, 80, 80);constant;500000;adam +5.562.015.056.610.100;0.0;0.009749174118041992;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(20, 80, 100);constant;500000;adam +0.22603106498718262;0.0;0.008219003677368164;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(40, 20, 60);invscaling;500000;lbfgs +375.598.406.791.687;0.0;0.014274835586547852;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(40, 60, 60);constant;500000;adam +34.211.621.284.484.800;0.0;0.009011030197143555;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(40, 60, 60);invscaling;500000;adam +33.665.661.811.828.600;0.0;0.011181116104125977;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(40, 80, 20);adaptive;500000;adam +50.822.741.985.321.000;0.0;0.012092828750610352;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(40, 100, 60);constant;500000;adam +34.236.879.348.754.800;0.0;0.012597084045410156;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(60, 40, 20);constant;500000;adam +32.124.650.478.363.000;0.0;0.012258768081665039;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(60, 40, 40);invscaling;500000;adam +0.37514805793762207;0.0;0.013143777847290039;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(60, 40, 80);constant;500000;lbfgs +3.827.353.000.640.860;0.0;0.012813091278076172;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(60, 60, 20);constant;500000;adam +36.536.099.910.736.000;0.0;0.012216806411743164;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(60, 80, 60);constant;500000;adam +38.559.510.707.855.200;0.0;0.015035867691040039;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(60, 80, 80);invscaling;500000;adam +39.124.062.061.309.800;0.0;0.009614706039428711;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(60, 100, 20);invscaling;500000;adam +3.990.644.931.793.210;0.0;0.014091968536376953;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(60, 100, 40);adaptive;500000;adam +4.507.822.751.998.900;0.0;0.009818077087402344;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(60, 100, 60);constant;500000;adam +4.187.604.188.919.060;0.0;0.01266789436340332;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(60, 100, 60);adaptive;500000;adam +4.964.807.987.213.130;0.0;0.009636163711547852;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(60, 100, 80);constant;500000;adam +3.109.837.055.206.290;0.0;0.008970975875854492;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(80, 40, 40);constant;500000;adam +0.3636500835418701;0.0;0.01093912124633789;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(80, 40, 80);invscaling;500000;lbfgs +2.837.193.012.237.540;0.0;0.009252071380615234;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(80, 60, 20);adaptive;500000;adam +31.129.281.520.843.500;0.0;0.009322881698608398;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(80, 60, 80);constant;500000;adam +38.279.428.482.055.600;0.0;0.009803056716918945;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(80, 60, 100);adaptive;500000;adam +35.612.449.645.996.000;0.0;0.01784491539001465;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(80, 80, 20);adaptive;500000;adam +4.087.011.098.861.690;0.0;0.010145187377929688;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(80, 100, 60);adaptive;500000;adam +4.288.832.902.908.320;0.0;0.009990930557250977;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(80, 100, 80);constant;500000;adam +28.220.667.839.050.200;0.0;0.009753227233886719;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(100, 20, 100);adaptive;500000;adam +4.033.191.204.071.040;0.0;0.012526750564575195;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(100, 40, 80);invscaling;500000;adam +3.633.864.164.352.410;0.0;0.009229898452758789;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(100, 60, 40);invscaling;500000;adam +3.428.745.985.031.120;0.0;0.010483980178833008;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(100, 60, 80);invscaling;500000;adam +4.357.624.053.955.070;0.0;0.009389877319335938;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(100, 80, 100);constant;500000;adam +4.073.271.989.822.380;0.0;0.009803056716918945;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;tanh;(100, 100, 40);invscaling;500000;adam +0.2974681854248047;0.0;0.0076427459716796875;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(30, 15);adaptive;500000;lbfgs +0.16602396965026855;0.0;0.007727146148681641;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(30, 60);constant;500000;lbfgs +0.1608283519744873;0.0;0.007802724838256836;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(45, 30);adaptive;500000;lbfgs +22.292.160.987.854.000;0.0;0.008594036102294922;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(45, 75);adaptive;500000;adam +0.17236709594726562;0.0;0.007841110229492188;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(60, 30);adaptive;500000;lbfgs +0.2563509941101074;0.0;0.008191823959350586;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(60, 60);constant;500000;lbfgs +1.931.657.075.881.950;0.0;0.00885462760925293;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(60, 60);constant;500000;adam +2.043.945.074.081.420;0.0;0.008579015731811523;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(75, 60);adaptive;500000;adam +0.42824506759643555;0.0;0.009203910827636719;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(75, 90);adaptive;500000;lbfgs +2.084.462.881.088.250;0.0;0.008419036865234375;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(90, 15);invscaling;500000;adam +0.26970601081848145;0.0;0.007714748382568359;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(20, 20, 20);constant;500000;lbfgs +16.014.573.574.066.100;0.0;0.009711742401123047;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(20, 40, 40);constant;500000;adam +0.3090810775756836;0.0;0.008520841598510742;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(20, 40, 60);adaptive;500000;lbfgs +17.424.061.298.370.300;0.0;0.009831905364990234;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(20, 40, 80);adaptive;500000;adam +1.781.324.863.433.830;0.0;0.009159326553344727;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(20, 60, 40);adaptive;500000;adam +0.5370640754699707;0.0;0.00865793228149414;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(20, 60, 80);constant;500000;lbfgs +0.503715991973877;0.0;0.011008024215698242;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(20, 60, 100);constant;500000;lbfgs +0.40869903564453125;0.0;0.00878596305847168;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(20, 80, 60);invscaling;500000;lbfgs +16.135.458.946.228.000;0.0;0.008964061737060547;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(20, 80, 60);invscaling;500000;adam +2.032.186.269.760.130;0.0;0.008992910385131836;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(20, 100, 40);constant;500000;adam +12.999.587.059.020.900;0.0;0.008666038513183594;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(40, 40, 40);invscaling;500000;adam +14.399.981.498.718.200;0.0;0.008534669876098633;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(40, 40, 100);constant;500000;adam +16.510.872.840.881.300;0.0;0.008931636810302734;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(40, 60, 20);adaptive;500000;adam +19.200.670.719.146.700;0.0;0.01098012924194336;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(40, 100, 40);constant;500000;adam +0.8392460346221924;0.0;0.011621236801147461;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(40, 100, 80);invscaling;500000;lbfgs +168.989.896.774.292;0.0;0.011281013488769531;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(60, 20, 40);constant;500000;adam +2.073.180.913.925.170;0.0;0.009627103805541992;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(60, 20, 40);adaptive;500000;adam +17.688.589.096.069.300;0.0;0.010767221450805664;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(60, 20, 60);invscaling;500000;adam +1.427.990.198.135.370;0.0;0.009290933609008789;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(60, 20, 100);invscaling;500000;adam +149.778.413.772.583;0.0;0.008749961853027344;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(60, 40, 80);constant;500000;adam +18.032.710.552.215.500;0.0;0.010324954986572266;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(60, 80, 20);invscaling;500000;adam +1.448.974.847.793.570;0.0;0.012111186981201172;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(60, 100, 20);invscaling;500000;adam +1.583.932.876.586.910;0.0;0.009356975555419922;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(60, 100, 40);adaptive;500000;adam +1.741.468.906.402.580;0.0;0.009758949279785156;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(60, 100, 100);constant;500000;adam +0.3012409210205078;0.0;0.009632110595703125;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(80, 20, 60);invscaling;500000;lbfgs +16.092.419.624.328.600;0.0;0.010027170181274414;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(80, 40, 40);adaptive;500000;adam +180.325.710.773.468;0.0;0.009361028671264648;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(80, 40, 80);adaptive;500000;sgd +133.040.189.743.042;0.0;0.009863138198852539;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(80, 60, 60);adaptive;500000;adam +0.5400710105895996;0.0;0.009186029434204102;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(80, 60, 80);adaptive;500000;lbfgs +0.6727778911590576;0.0;0.00945425033569336;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(80, 60, 100);constant;500000;lbfgs +1.744.518.756.866.450;0.0;0.00952911376953125;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(80, 60, 100);constant;500000;adam +16.747.207.641.601.500;0.0;0.009852170944213867;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(80, 80, 80);invscaling;500000;adam +17.518.112.659.454.300;0.0;0.009361743927001953;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(80, 100, 20);constant;500000;adam +13.690.688.610.076.900;0.0;0.009546041488647461;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(100, 20, 40);invscaling;500000;adam +12.814.347.743.988.000;0.0;0.009258031845092773;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(100, 20, 60);adaptive;500000;adam +11.273.598.670.959.400;0.0;0.008883953094482422;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(100, 40, 60);constant;500000;adam +12.507.178.783.416.700;0.0;0.008996009826660156;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(100, 40, 80);adaptive;500000;adam +15.660.970.211.029.000;0.0;0.0090179443359375;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(100, 60, 20);invscaling;500000;adam +0.5092768669128418;0.0;0.00924825668334961;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(100, 60, 60);invscaling;500000;lbfgs +1.753.242.015.838.620;0.0;0.009458065032958984;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(100, 60, 60);adaptive;500000;adam +0.7971997261047363;0.0;0.01309514045715332;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(100, 60, 100);constant;500000;lbfgs +1.707.366.704.940.790;0.0;0.010342121124267578;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(100, 60, 100);constant;500000;adam +0.6960060596466064;0.0;0.00979304313659668;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(100, 60, 100);invscaling;500000;lbfgs +18.340.539.932.250.900;0.0;0.009716033935546875;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(100, 80, 100);adaptive;500000;adam +16.504.650.115.966.700;0.0;0.008059978485107422;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8269230769230769;0.8269230769230769;0.0;195;0.896551724137931;0.896551724137931;0.0;61;1.0;1.0;0.0;1;0.9052631578947368;0.9052631578947368;0.0;61;MLPClassifier;;;;;;;relu;(100, 100, 100);adaptive;500000;adam +1.075.848.913.192.740;0.0;0.009474039077758789;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;logistic;(15, 60);constant;500000;adam +0.4927940368652344;0.0;0.009035110473632812;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;logistic;(20, 40, 20);constant;500000;lbfgs +16.512.949.466.705.300;0.0;0.009737014770507812;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;logistic;(20, 40, 100);adaptive;500000;lbfgs +0.6637380123138428;0.0;0.008395910263061523;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;logistic;(20, 80, 40);invscaling;500000;lbfgs +28.579.039.573.669.400;0.0;0.008766889572143555;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;logistic;(20, 100, 60);adaptive;500000;lbfgs +2.857.348.918.914.790;0.0;0.009325981140136719;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;logistic;(60, 60, 80);invscaling;500000;lbfgs +11.170.742.511.749.200;0.0;0.009242773056030273;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;logistic;(100, 20, 40);adaptive;500000;lbfgs +0.12423896789550781;0.0;0.00898599624633789;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;10;invscaling;500000;lbfgs +0.04391813278198242;0.0;0.0074579715728759766;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;20;invscaling;500000;lbfgs +0.0691061019897461;0.0;0.006700038909912109;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;25;adaptive;500000;lbfgs +0.13096404075622559;0.0;0.009610891342163086;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;95;constant;500000;lbfgs +0.1851339340209961;0.0;0.00832223892211914;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(45, 15);constant;500000;lbfgs +0.1359269618988037;0.0;0.007977008819580078;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(45, 30);adaptive;500000;lbfgs +0.15563273429870605;0.0;0.00797128677368164;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(45, 45);invscaling;500000;lbfgs +0.2622509002685547;0.0;0.010415315628051758;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(45, 90);constant;500000;lbfgs +4.706.776.142.120.360;0.0;0.008597135543823242;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(60, 90);adaptive;500000;adam +0.30679988861083984;0.0;0.00902700424194336;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(75, 75);constant;500000;lbfgs +0.24490690231323242;0.0;0.011921167373657227;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(90, 45);constant;500000;lbfgs +0.23209285736083984;0.0;0.012805938720703125;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(90, 45);adaptive;500000;lbfgs +3.605.999.708.175.650;0.0;0.008732318878173828;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(20, 60, 40);invscaling;500000;adam +25.370.569.229.125.900;0.0;0.00844717025756836;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(40, 20, 40);adaptive;500000;adam +0.2466421127319336;0.0;0.008495807647705078;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(40, 20, 80);adaptive;500000;lbfgs +0.237321138381958;0.0;0.00969386100769043;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(40, 40, 60);constant;500000;lbfgs +0.5374283790588379;0.0;0.00933980941772461;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(40, 80, 80);invscaling;500000;lbfgs +4.974.179.983.139.030;0.0;0.008625984191894531;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(40, 100, 100);adaptive;500000;adam +0.34568095207214355;0.0;0.012480020523071289;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(60, 20, 100);constant;500000;lbfgs +3.694.054.126.739.500;0.0;0.01272892951965332;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(60, 20, 100);adaptive;500000;adam +0.6399638652801514;0.0;0.014071226119995117;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(60, 60, 80);invscaling;500000;lbfgs +3.709.003.210.067.740;0.0;0.009354829788208008;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(60, 80, 60);invscaling;500000;adam +0.6155960559844971;0.0;0.009112119674682617;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(60, 80, 80);constant;500000;lbfgs +0.5035042762756348;0.0;0.009502887725830078;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(60, 100, 40);constant;500000;lbfgs +25.379.252.433.776.800;0.0;0.007933855056762695;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(80, 20, 20);constant;500000;adam +0.2610487937927246;0.0;0.008675098419189453;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(80, 20, 40);invscaling;500000;lbfgs +2.866.111.993.789.670;0.0;0.009307146072387695;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(80, 20, 60);invscaling;500000;adam +28.885.130.882.263.100;0.0;0.011407136917114258;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(80, 20, 80);constant;500000;adam +3.555.701.971.054.070;0.0;0.009577035903930664;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(80, 60, 80);adaptive;500000;adam +34.741.220.474.243.100;0.0;0.010203123092651367;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(80, 80, 20);constant;500000;adam +409.440.279.006.958;0.0;0.00960993766784668;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(100, 40, 80);constant;500000;adam +4.195.634.841.918.940;0.0;0.01404118537902832;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(100, 40, 80);adaptive;500000;adam +33.614.559.173.583.900;0.0;0.010013103485107422;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(100, 80, 40);constant;500000;adam +3.943.182.945.251.460;0.0;0.009996891021728516;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(100, 80, 60);invscaling;500000;adam +47.115.159.034.729;0.0;0.013602018356323242;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;tanh;(100, 100, 20);adaptive;500000;adam +0.1096642017364502;0.0;0.0075418949127197266;0.0;{'activation': 'relu', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;relu;60;constant;500000;lbfgs +0.12819600105285645;0.0;0.010083913803100586;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;relu;(15, 30);adaptive;500000;lbfgs +0.14861202239990234;0.0;0.007670879364013672;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;relu;(30, 45);constant;500000;lbfgs +0.25237488746643066;0.0;0.008465051651000977;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;relu;(75, 45);adaptive;500000;lbfgs +0.31261277198791504;0.0;0.011417150497436523;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;relu;(75, 60);invscaling;500000;lbfgs +20.086.097.717.285.100;0.0;0.009778261184692383;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;relu;(20, 60, 80);constant;500000;adam +0.46263885498046875;0.0;0.00939798355102539;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;relu;(20, 60, 80);invscaling;500000;lbfgs +0.6426560878753662;0.0;0.00890803337097168;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;relu;(20, 60, 100);invscaling;500000;lbfgs +0.3700230121612549;0.0;0.009943962097167969;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;relu;(20, 80, 40);adaptive;500000;lbfgs +0.2442021369934082;0.0;0.008544921875;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;relu;(40, 20, 20);invscaling;500000;lbfgs +17.188.239.097.595.200;0.0;0.00842905044555664;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;relu;(40, 20, 40);constant;500000;adam +0.3289968967437744;0.0;0.008830070495605469;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;relu;(40, 60, 60);invscaling;500000;lbfgs +0.4943842887878418;0.0;0.010589838027954102;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;relu;(40, 80, 40);constant;500000;lbfgs +26.541.578.769.683.800;0.0;0.00898599624633789;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;relu;(40, 100, 60);adaptive;500000;sgd +0.37877893447875977;0.0;0.008399009704589844;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;relu;(60, 20, 100);constant;500000;lbfgs +0.31656408309936523;0.0;0.009928226470947266;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;relu;(60, 40, 80);adaptive;500000;lbfgs +0.4962460994720459;0.0;0.00969076156616211;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;relu;(60, 60, 60);constant;500000;lbfgs +0.47890305519104004;0.0;0.009069204330444336;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;relu;(60, 60, 80);adaptive;500000;lbfgs +0.5786652565002441;0.0;0.009366750717163086;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;relu;(60, 100, 40);adaptive;500000;lbfgs +0.4761948585510254;0.0;0.010490179061889648;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;relu;(80, 40, 20);invscaling;500000;lbfgs +0.7230737209320068;0.0;0.009826183319091797;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;relu;(80, 100, 80);constant;500000;lbfgs +0.46953582763671875;0.0;0.009983301162719727;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;relu;(100, 40, 80);invscaling;500000;lbfgs +0.6844198703765869;0.0;0.009307146072387695;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;relu;(100, 60, 100);adaptive;500000;lbfgs +0.6604032516479492;0.0;0.009868860244750977;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.84;0.84;0.0;92;0.896551724137931;0.896551724137931;0.0;61;0.9767441860465116;0.9767441860465116;0.0;1284;0.9032258064516129;0.9032258064516129;0.0;169;MLPClassifier;;;;;;;relu;(100, 80, 40);adaptive;500000;lbfgs +13.555.550.575.256.300;0.0;0.009920835494995117;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8541666666666666;0.8541666666666666;0.0;47;0.896551724137931;0.896551724137931;0.0;61;0.9534883720930233;0.9534883720930233;0.0;2739;0.9010989010989011;0.9010989010989011;0.0;235;MLPClassifier;;;;;;;logistic;(40, 40, 60);constant;500000;lbfgs +0.1205446720123291;0.0;0.008201122283935547;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8541666666666666;0.8541666666666666;0.0;47;0.896551724137931;0.896551724137931;0.0;61;0.9534883720930233;0.9534883720930233;0.0;2739;0.9010989010989011;0.9010989010989011;0.0;235;MLPClassifier;;;;;;;tanh;95;adaptive;500000;lbfgs +0.16425180435180664;0.0;0.008040904998779297;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8541666666666666;0.8541666666666666;0.0;47;0.896551724137931;0.896551724137931;0.0;61;0.9534883720930233;0.9534883720930233;0.0;2739;0.9010989010989011;0.9010989010989011;0.0;235;MLPClassifier;;;;;;;tanh;(20, 40, 40);constant;500000;lbfgs +0.20769500732421875;0.0;0.00787806510925293;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8541666666666666;0.8541666666666666;0.0;47;0.896551724137931;0.896551724137931;0.0;61;0.9534883720930233;0.9534883720930233;0.0;2739;0.9010989010989011;0.9010989010989011;0.0;235;MLPClassifier;;;;;;;relu;(15, 90);constant;500000;lbfgs +0.40831613540649414;0.0;0.009124994277954102;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8541666666666666;0.8541666666666666;0.0;47;0.896551724137931;0.896551724137931;0.0;61;0.9534883720930233;0.9534883720930233;0.0;2739;0.9010989010989011;0.9010989010989011;0.0;235;MLPClassifier;;;;;;;relu;(90, 75);invscaling;500000;lbfgs +0.28679704666137695;0.0;0.008635759353637695;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8541666666666666;0.8541666666666666;0.0;47;0.896551724137931;0.896551724137931;0.0;61;0.9534883720930233;0.9534883720930233;0.0;2739;0.9010989010989011;0.9010989010989011;0.0;235;MLPClassifier;;;;;;;relu;(40, 40, 80);constant;500000;lbfgs +0.18306994438171387;0.0;0.007764101028442383;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;logistic;70;constant;500000;lbfgs +14.605.699.062.347.400;0.0;0.0105438232421875;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;logistic;(15, 75);invscaling;500000;adam +0.4655721187591553;0.0;0.008440732955932617;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;logistic;(30, 90);adaptive;500000;lbfgs +11.420.401.811.599.700;0.0;0.008719205856323242;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;logistic;(20, 60, 20);invscaling;500000;adam +1.196.617.841.720.580;0.0;0.009318113327026367;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;logistic;(20, 80, 80);adaptive;500000;lbfgs +13.401.987.552.642.800;0.0;0.008404970169067383;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;logistic;(40, 20, 100);adaptive;500000;lbfgs +4.582.935.810.089.110;0.0;0.009057998657226562;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;logistic;(60, 80, 60);adaptive;500000;lbfgs +26.533.689.498.901.300;0.0;0.009208202362060547;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;logistic;(100, 20, 60);adaptive;500000;lbfgs +17.554.709.911.346.400;0.0;0.009827136993408203;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;logistic;(100, 20, 100);adaptive;500000;lbfgs +198.698.091.506.958;0.0;0.01066899299621582;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;logistic;(100, 40, 100);adaptive;500000;lbfgs +2.849.059.820.175.170;0.0;0.009859085083007812;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;logistic;(100, 60, 100);constant;500000;lbfgs +0.04708504676818848;0.0;0.007171154022216797;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;35;invscaling;500000;lbfgs +0.08561825752258301;0.0;0.008802652359008789;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;60;adaptive;500000;lbfgs +0.08781123161315918;0.0;0.007578849792480469;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;65;constant;500000;lbfgs +0.09915900230407715;0.0;0.009483814239501953;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;70;constant;500000;lbfgs +4.655.611.276.626.580;0.0;0.007947921752929688;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;75;invscaling;500000;adam +0.09191131591796875;0.0;0.010487794876098633;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;80;constant;500000;lbfgs +61.392.951.011.657.700;0.0;0.009217977523803711;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;95;invscaling;500000;adam +0.13991618156433105;0.0;0.008227825164794922;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;100;invscaling;500000;lbfgs +4.199.474.811.553.950;0.0;0.016097068786621094;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(15, 15);constant;500000;adam +38.665.578.365.325.900;0.0;0.015591144561767578;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(15, 30);constant;500000;adam +0.18324613571166992;0.0;0.008139610290527344;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(30, 75);constant;500000;lbfgs +0.2071690559387207;0.0;0.011503934860229492;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(30, 75);adaptive;500000;lbfgs +41.724.748.611.450.100;0.0;0.007964134216308594;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(30, 90);invscaling;500000;adam +38.544.888.496.398.900;0.0;0.008107900619506836;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(30, 90);adaptive;500000;adam +33.320.400.714.874.200;0.0;0.008387088775634766;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(45, 15);constant;500000;adam +33.046.510.219.573.900;0.0;0.008066177368164062;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(45, 30);constant;500000;adam +33.860.878.944.396.900;0.0;0.00841212272644043;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(45, 45);constant;500000;adam +0.23660993576049805;0.0;0.00834202766418457;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(45, 75);constant;500000;lbfgs +45.714.192.390.441.800;0.0;0.008290767669677734;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(45, 75);adaptive;500000;adam +4.758.545.875.549.310;0.0;0.009369134902954102;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(45, 90);constant;500000;adam +3.918.292.999.267.570;0.0;0.00931096076965332;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(60, 45);adaptive;500000;adam +0.20356082916259766;0.0;0.008453845977783203;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(60, 60);constant;500000;lbfgs +0.25067710876464844;0.0;0.008586883544921875;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(75, 15);adaptive;500000;lbfgs +0.4105720520019531;0.0;0.008838891983032227;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(75, 90);adaptive;500000;lbfgs +4.349.191.188.812.250;0.0;0.01706695556640625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(90, 45);invscaling;500000;adam +4.060.529.947.280.880;0.0;0.009566068649291992;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(90, 60);constant;500000;adam +0.27718186378479004;0.0;0.009602069854736328;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(90, 60);invscaling;500000;lbfgs +4.078.668.832.778.930;0.0;0.010407209396362305;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(90, 60);invscaling;500000;adam +4.359.249.830.245.970;0.0;0.008455991744995117;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(90, 75);constant;500000;adam +0.21521401405334473;0.0;0.00792384147644043;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(20, 20, 60);constant;500000;lbfgs +2.752.426.862.716.670;0.0;0.009680986404418945;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(20, 20, 80);constant;500000;adam +25.882.411.003.112.700;0.0;0.00795888900756836;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(20, 40, 20);adaptive;500000;adam +36.189.732.551.574.700;0.0;0.010576963424682617;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(20, 40, 80);constant;500000;adam +0.3297262191772461;0.0;0.00845479965209961;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(20, 40, 100);adaptive;500000;lbfgs +42.716.169.357.299.800;0.0;0.010161161422729492;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(20, 60, 80);constant;500000;adam +0.3182201385498047;0.0;0.00886678695678711;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(20, 80, 40);constant;500000;lbfgs +39.136.619.567.871.000;0.0;0.009394168853759766;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(20, 80, 60);invscaling;500000;adam +4.659.857.273.101.800;0.0;0.008550882339477539;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(20, 100, 40);invscaling;500000;adam +4.760.190.010.070.800;0.0;0.009822845458984375;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(20, 100, 60);constant;500000;adam +5.557.225.942.611.690;0.0;0.008847236633300781;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(20, 100, 80);adaptive;500000;adam +5.582.865.238.189.690;0.0;0.008696794509887695;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(20, 100, 100);adaptive;500000;adam +33.624.160.289.764.400;0.0;0.011307954788208008;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(40, 20, 80);invscaling;500000;adam +31.024.329.662.323;0.0;0.012150049209594727;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(40, 20, 80);adaptive;500000;adam +0.294525146484375;0.0;0.00886392593383789;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(40, 20, 100);adaptive;500000;lbfgs +0.19213509559631348;0.0;0.008589029312133789;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(40, 40, 20);constant;500000;lbfgs +2.489.626.169.204.710;0.0;0.00804901123046875;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(40, 40, 20);constant;500000;adam +0.2673919200897217;0.0;0.00847315788269043;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(40, 40, 60);invscaling;500000;lbfgs +291.385.817.527.771;0.0;0.010123014450073242;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(40, 60, 20);constant;500000;adam +2.978.893.995.285.030;0.0;0.010859012603759766;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(40, 60, 40);invscaling;500000;adam +3.488.809.823.989.860;0.0;0.009527206420898438;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(40, 80, 20);invscaling;500000;adam +30.943.121.910.095.200;0.0;0.008750677108764648;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(40, 80, 40);invscaling;500000;adam +0.5522260665893555;0.0;0.009327173233032227;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(40, 100, 20);invscaling;500000;lbfgs +3.481.034.994.125.360;0.0;0.010010719299316406;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(40, 100, 40);constant;500000;adam +0.5978031158447266;0.0;0.009532928466796875;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(40, 100, 60);constant;500000;lbfgs +4.358.068.943.023.680;0.0;0.017429113388061523;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(40, 100, 60);adaptive;500000;adam +4.415.115.833.282.470;0.0;0.008764982223510742;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(40, 100, 80);invscaling;500000;adam +5.271.126.985.549.920;0.0;0.009833097457885742;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(40, 100, 100);invscaling;500000;adam +0.3175380229949951;0.0;0.01232600212097168;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(60, 40, 20);constant;500000;lbfgs +3.757.852.077.484.130;0.0;0.012877941131591797;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(60, 40, 40);adaptive;500000;adam +4.179.955.005.645.750;0.0;0.012900114059448242;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(60, 40, 80);adaptive;500000;adam +4.607.544.898.986.810;0.0;0.01441502571105957;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(60, 40, 100);invscaling;500000;adam +4.108.464.956.283.560;0.0;0.012920141220092773;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(60, 40, 100);adaptive;500000;adam +5.091.849.088.668.820;0.0;0.01372218132019043;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(60, 60, 60);adaptive;500000;adam +4.285.450.220.108.030;0.0;0.00904083251953125;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(60, 80, 80);constant;500000;adam +4.075.679.063.796.990;0.0;0.009083032608032227;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(60, 80, 80);adaptive;500000;adam +0.637721061706543;0.0;0.009735107421875;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(60, 80, 100);constant;500000;lbfgs +0.6270081996917725;0.0;0.01202082633972168;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(60, 100, 80);invscaling;500000;lbfgs +4.508.632.659.912.100;0.0;0.009272098541259766;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(60, 100, 100);adaptive;500000;adam +3.369.357.109.069.820;0.0;0.009688854217529297;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(80, 40, 80);adaptive;500000;adam +0.4320368766784668;0.0;0.009305000305175781;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(80, 60, 20);invscaling;500000;lbfgs +31.080.880.165.100.000;0.0;0.009490013122558594;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(80, 60, 40);constant;500000;adam +3.113.596.200.942.990;0.0;0.009712934494018555;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(80, 60, 40);invscaling;500000;adam +0.4540889263153076;0.0;0.009620904922485352;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(80, 60, 60);invscaling;500000;lbfgs +33.350.229.263.305.600;0.0;0.009372949600219727;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(80, 60, 60);invscaling;500000;adam +3.633.754.253.387.450;0.0;0.010799884796142578;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(80, 60, 60);adaptive;500000;adam +3.592.491.865.158.080;0.0;0.010312080383300781;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(80, 60, 80);invscaling;500000;adam +36.058.712.005.615.200;0.0;0.014313936233520508;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(80, 60, 100);invscaling;500000;adam +3.500.669.240.951.530;0.0;0.011303901672363281;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(80, 80, 40);constant;500000;adam +3.996.757.984.161.370;0.0;0.009502887725830078;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(80, 80, 60);constant;500000;adam +39.353.039.264.678.900;0.0;0.009797811508178711;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(80, 80, 60);adaptive;500000;adam +383.918.833.732.605;0.0;0.010828733444213867;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(80, 80, 80);invscaling;500000;adam +3.864.182.949.066.160;0.0;0.009886026382446289;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(80, 100, 20);constant;500000;adam +373.457.407.951.355;0.0;0.009584188461303711;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(80, 100, 40);invscaling;500000;adam +0.6372790336608887;0.0;0.009913921356201172;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(80, 100, 60);constant;500000;lbfgs +5.023.678.779.602.050;0.0;0.01359105110168457;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(80, 100, 80);adaptive;500000;adam +0.3987271785736084;0.0;0.008823871612548828;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(100, 20, 80);invscaling;500000;lbfgs +0.37624216079711914;0.0;0.009305953979492188;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(100, 40, 40);adaptive;500000;lbfgs +30.194.222.927.093.500;0.0;0.013113737106323242;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(100, 40, 40);adaptive;500000;adam +3.205.242.156.982.420;0.0;0.011435985565185547;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(100, 40, 60);invscaling;500000;adam +3.402.595.043.182.370;0.0;0.011474847793579102;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(100, 60, 20);adaptive;500000;adam +38.724.617.958.068.800;0.0;0.015005111694335938;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(100, 60, 80);constant;500000;adam +3.857.318.878.173.820;0.0;0.009605169296264648;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(100, 60, 100);invscaling;500000;adam +415.328.311.920.166;0.0;0.010123014450073242;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(100, 80, 60);adaptive;500000;adam +0.7915668487548828;0.0;0.010026216506958008;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(100, 80, 80);invscaling;500000;lbfgs +4.474.921.941.757.200;0.0;0.009929180145263672;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(100, 80, 80);adaptive;500000;adam +0.7563300132751465;0.0;0.010231971740722656;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(100, 100, 40);invscaling;500000;lbfgs +4.362.294.912.338.250;0.0;0.010223865509033203;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(100, 100, 60);adaptive;500000;adam +4.810.333.967.208.860;0.0;0.009106159210205078;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(100, 100, 80);constant;500000;adam +4.612.116.813.659.660;0.0;0.00844717025756836;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(100, 100, 80);invscaling;500000;adam +4.221.453.666.687.010;0.0;0.010316133499145508;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(100, 100, 80);adaptive;500000;adam +4.650.532.960.891.720;0.0;0.010850191116333008;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(100, 100, 100);invscaling;500000;adam +3.824.024.200.439.450;0.0;0.00820612907409668;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;tanh;(100, 100, 100);adaptive;500000;adam +28.698.368.072.509.700;0.0;0.008282184600830078;0.0;{'activation': 'relu', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;25;adaptive;500000;adam +0.1670849323272705;0.0;0.007979154586791992;0.0;{'activation': 'relu', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;90;invscaling;500000;lbfgs +0.1043398380279541;0.0;0.009255170822143555;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(15, 15);invscaling;500000;lbfgs +232.356.595.993.042;0.0;0.007803916931152344;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(15, 60);invscaling;500000;adam +22.913.811.206.817.600;0.0;0.009326934814453125;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(15, 75);adaptive;500000;adam +25.566.470.623.016.300;0.0;0.010614871978759766;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(15, 90);adaptive;500000;adam +0.14031291007995605;0.0;0.007745981216430664;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(30, 45);adaptive;500000;lbfgs +25.099.220.275.878.900;0.0;0.009498834609985352;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(30, 45);adaptive;500000;adam +233.081.316.947.937;0.0;0.008105993270874023;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(30, 60);invscaling;500000;adam +23.099.358.081.817.600;0.0;0.008157968521118164;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(30, 60);adaptive;500000;adam +22.801.358.699.798.500;0.0;0.008498907089233398;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(30, 75);constant;500000;adam +24.826.650.619.506.800;0.0;0.008118867874145508;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(30, 75);invscaling;500000;adam +2.017.712.116.241.450;0.0;0.008432865142822266;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(30, 75);adaptive;500000;adam +22.808.592.319.488.500;0.0;0.0077250003814697266;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(30, 90);adaptive;500000;adam +19.650.769.233.703.600;0.0;0.007987022399902344;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(45, 45);constant;500000;adam +0.28169918060302734;0.0;0.008408784866333008;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(45, 75);adaptive;500000;lbfgs +2.444.597.005.844.110;0.0;0.009049177169799805;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(45, 90);invscaling;500000;adam +0.17208123207092285;0.0;0.011405706405639648;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(60, 30);constant;500000;lbfgs +20.102.057.456.970.200;0.0;0.008494138717651367;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(60, 30);constant;500000;adam +0.18280029296875;0.0;0.008064031600952148;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(60, 45);invscaling;500000;lbfgs +2.130.344.867.706.290;0.0;0.008498191833496094;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(60, 90);constant;500000;adam +2.152.070.999.145.500;0.0;0.008284807205200195;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(60, 90);invscaling;500000;adam +0.38256192207336426;0.0;0.009023904800415039;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(60, 90);adaptive;500000;lbfgs +22.826.437.950.134.200;0.0;0.00966501235961914;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(75, 30);adaptive;500000;adam +2.026.435.136.795.040;0.0;0.00878286361694336;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(75, 45);adaptive;500000;adam +22.858.989.238.739.000;0.0;0.009129047393798828;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(75, 75);constant;500000;adam +18.700.451.850.891.100;0.0;0.009246826171875;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(90, 30);invscaling;500000;adam +0.29056882858276367;0.0;0.011862039566040039;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(90, 45);adaptive;500000;lbfgs +2.305.535.078.048.700;0.0;0.008795022964477539;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(90, 75);invscaling;500000;adam +17.790.861.129.760.700;0.0;0.007896900177001953;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(20, 20, 40);invscaling;500000;adam +13.694.140.911.102.200;0.0;0.007809877395629883;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(20, 20, 60);invscaling;500000;adam +13.359.830.379.486.000;0.0;0.008479118347167969;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(20, 20, 60);adaptive;500000;adam +0.2149651050567627;0.0;0.00828695297241211;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(20, 20, 80);invscaling;500000;lbfgs +12.941.272.258.758.500;0.0;0.008079767227172852;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(20, 40, 20);adaptive;500000;adam +0.38474082946777344;0.0;0.010639190673828125;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(20, 40, 80);invscaling;500000;lbfgs +18.088.293.075.561.500;0.0;0.008197784423828125;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(20, 60, 20);constant;500000;adam +22.201.232.194.900.500;0.0;0.008673906326293945;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(20, 80, 100);adaptive;500000;sgd +17.564.020.156.860.300;0.0;0.00899195671081543;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(20, 100, 40);invscaling;500000;adam +19.319.629.669.189.400;0.0;0.009681940078735352;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(20, 100, 60);invscaling;500000;adam +19.348.628.520.965.500;0.0;0.009722232818603516;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(20, 100, 100);invscaling;500000;adam +24.044.349.193.573;0.0;0.008714914321899414;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(20, 100, 100);adaptive;500000;adam +9.921.592.950.820.920;0.0;0.008898019790649414;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(40, 20, 20);constant;500000;sgd +14.987.819.194.793.700;0.0;0.008510112762451172;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(40, 20, 20);adaptive;500000;adam +12.114.969.730.377.100;0.0;0.008397102355957031;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(40, 20, 40);adaptive;500000;sgd +13.830.950.260.162.300;0.0;0.010826826095581055;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(40, 20, 60);invscaling;500000;adam +14.044.451.713.562.000;0.0;0.008623838424682617;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(40, 60, 20);invscaling;500000;adam +15.711.021.423.339.800;0.0;0.009536981582641602;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(40, 60, 100);constant;500000;adam +0.5362858772277832;0.0;0.009372234344482422;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(40, 60, 100);adaptive;500000;lbfgs +17.639.751.434.326.100;0.0;0.013593912124633789;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(40, 60, 100);adaptive;500000;adam +15.853.188.037.872.300;0.0;0.011526346206665039;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(40, 80, 20);invscaling;500000;adam +22.246.387.243.270.800;0.0;0.011387825012207031;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(40, 80, 80);constant;500000;sgd +17.508.759.498.596.100;0.0;0.009325027465820312;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(40, 80, 100);invscaling;500000;adam +23.632.607.460.021.900;0.0;0.010415077209472656;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(40, 100, 20);constant;500000;adam +2.679.978.847.503.660;0.0;0.01206207275390625;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(40, 100, 20);adaptive;500000;adam +23.207.884.073.257.400;0.0;0.008745908737182617;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(40, 100, 40);constant;500000;sgd +15.755.279.064.178.400;0.0;0.009597063064575195;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(40, 100, 60);constant;500000;adam +19.226.179.122.924.800;0.0;0.010046958923339844;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(40, 100, 60);invscaling;500000;adam +23.373.382.091.522.200;0.0;0.01081705093383789;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(40, 100, 80);constant;500000;adam +22.294.580.936.431.800;0.0;0.010856151580810547;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(40, 100, 80);adaptive;500000;adam +2.130.366.802.215.570;0.0;0.010946035385131836;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(40, 100, 100);invscaling;500000;adam +16.683.778.762.817.300;0.0;0.012199878692626953;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(60, 20, 20);constant;500000;adam +16.637.632.846.832.200;0.0;0.00882101058959961;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(60, 20, 20);invscaling;500000;adam +0.420443058013916;0.0;0.010349035263061523;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(60, 20, 20);adaptive;500000;lbfgs +17.602.503.299.713.100;0.0;0.012813806533813477;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(60, 20, 60);constant;500000;adam +0.3574693202972412;0.0;0.010174989700317383;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(60, 20, 60);adaptive;500000;lbfgs +15.154.292.583.465.500;0.0;0.009312868118286133;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(60, 40, 20);invscaling;500000;adam +13.257.977.962.493.800;0.0;0.013792991638183594;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(60, 40, 60);constant;500000;adam +14.702.510.833.740.200;0.0;0.00933694839477539;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(60, 40, 60);adaptive;500000;adam +0.4930078983306885;0.0;0.009552001953125;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(60, 40, 100);invscaling;500000;lbfgs +1.476.473.093.032.830;0.0;0.009588003158569336;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(60, 40, 100);invscaling;500000;adam +15.056.638.717.651.300;0.0;0.009271860122680664;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(60, 60, 20);adaptive;500000;adam +16.008.460.521.697.900;0.0;0.009387016296386719;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(60, 60, 60);adaptive;500000;adam +17.117.359.638.214.100;0.0;0.008942842483520508;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(60, 80, 60);invscaling;500000;adam +0.5469949245452881;0.0;0.009446144104003906;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(60, 100, 40);invscaling;500000;lbfgs +16.095.678.806.304.900;0.0;0.009518861770629883;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(60, 100, 60);constant;500000;adam +15.718.679.428.100.500;0.0;0.009489774703979492;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(60, 100, 60);invscaling;500000;adam +19.677.698.612.213.100;0.0;0.009306907653808594;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(60, 100, 60);adaptive;500000;adam +13.427.340.984.344.400;0.0;0.008819103240966797;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(80, 20, 20);invscaling;500000;adam +12.498.507.499.694.800;0.0;0.009124040603637695;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(80, 20, 60);invscaling;500000;adam +17.513.034.105.300.900;0.0;0.00894784927368164;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(80, 40, 60);adaptive;500000;sgd +15.600.409.507.751.400;0.0;0.00999593734741211;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(80, 40, 80);invscaling;500000;adam +14.925.172.328.948.900;0.0;0.010164976119995117;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(80, 60, 60);invscaling;500000;adam +16.387.016.773.223.800;0.0;0.009409189224243164;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(80, 60, 100);invscaling;500000;adam +15.936.028.957.366.900;0.0;0.009885072708129883;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(80, 80, 20);constant;500000;adam +15.360.381.603.240.900;0.0;0.009284019470214844;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(80, 80, 20);invscaling;500000;adam +1.498.180.866.241.450;0.0;0.009620904922485352;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(80, 80, 20);adaptive;500000;adam +15.617.642.402.648.900;0.0;0.00881195068359375;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(80, 80, 40);constant;500000;adam +0.49697089195251465;0.0;0.009542226791381836;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(80, 80, 40);adaptive;500000;lbfgs +0.5670297145843506;0.0;0.01052713394165039;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(80, 80, 60);constant;500000;lbfgs +16.055.059.432.983.300;0.0;0.009467124938964844;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(80, 80, 60);constant;500000;adam +16.426.191.329.956.000;0.0;0.00902700424194336;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(80, 80, 60);adaptive;500000;adam +0.6763362884521484;0.0;0.009818792343139648;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(80, 80, 80);invscaling;500000;lbfgs +0.9265148639678955;0.0;0.009837150573730469;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(80, 80, 100);adaptive;500000;lbfgs +18.336.131.572.723.300;0.0;0.011076927185058594;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(80, 100, 40);invscaling;500000;adam +24.365.823.984.146.100;0.0;0.009174108505249023;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(80, 100, 80);constant;500000;sgd +1.600.403.070.449.820;0.0;0.009871721267700195;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(80, 100, 80);constant;500000;adam +16.729.731.559.753.400;0.0;0.009762048721313477;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(80, 100, 80);adaptive;500000;adam +12.895.094.633.102.400;0.0;0.009475231170654297;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(100, 20, 40);adaptive;500000;sgd +0.45812106132507324;0.0;0.009479761123657227;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(100, 20, 60);invscaling;500000;lbfgs +0.34799718856811523;0.0;0.009482860565185547;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(100, 20, 60);adaptive;500000;lbfgs +13.974.840.641.021.700;0.0;0.009155035018920898;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(100, 20, 80);invscaling;500000;adam +14.017.128.944.396.900;0.0;0.009068012237548828;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(100, 40, 20);adaptive;500000;adam +0.4528930187225342;0.0;0.008100032806396484;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(100, 40, 40);adaptive;500000;lbfgs +12.785.489.559.173.500;0.0;0.008936166763305664;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(100, 40, 60);invscaling;500000;adam +1.482.545.804.977.410;0.0;0.007675886154174805;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(100, 40, 60);adaptive;500000;sgd +0.4863290786743164;0.0;0.009341955184936523;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(100, 40, 80);constant;500000;lbfgs +14.151.580.333.709.700;0.0;0.008919000625610352;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(100, 40, 80);invscaling;500000;adam +0.5012741088867188;0.0;0.00894784927368164;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(100, 40, 100);constant;500000;lbfgs +16.122.100.353.240.900;0.0;0.008993864059448242;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(100, 40, 100);invscaling;500000;adam +14.804.248.809.814.400;0.0;0.009591102600097656;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(100, 60, 40);adaptive;500000;adam +18.317.339.420.318.600;0.0;0.009446144104003906;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(100, 60, 100);adaptive;500000;adam +1.706.266.164.779.660;0.0;0.009516716003417969;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(100, 80, 40);constant;500000;adam +16.763.179.302.215.500;0.0;0.010956048965454102;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(100, 80, 60);constant;500000;adam +0.6852431297302246;0.0;0.010061025619506836;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(100, 80, 60);adaptive;500000;lbfgs +17.177.269.458.770.700;0.0;0.009594202041625977;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(100, 80, 80);adaptive;500000;adam +0.6925439834594727;0.0;0.009857892990112305;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(100, 100, 40);invscaling;500000;lbfgs +16.601.872.444.152.800;0.0;0.009764909744262695;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(100, 100, 40);invscaling;500000;adam +1.706.770.896.911.620;0.0;0.010328054428100586;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(100, 100, 60);invscaling;500000;adam +1.846.112.084.388.730;0.0;0.004277706146240234;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(100, 100, 80);constant;500000;sgd +19.794.530.868.530.200;0.0;0.010188102722167969;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(100, 100, 80);invscaling;500000;adam +0.9450907707214355;0.0;0.010324239730834961;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(100, 100, 80);adaptive;500000;lbfgs +1.882.906.198.501.580;0.0;0.010282039642333984;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8113207547169812;0.8113207547169812;0.0;551;0.8850574712643678;0.8850574712643678;0.0;241;1.0;1.0;0.0;1;0.8958333333333334;0.8958333333333334;0.0;241;MLPClassifier;;;;;;;relu;(100, 100, 80);adaptive;500000;adam +0.12412214279174805;0.0;0.011907815933227539;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;logistic;15;invscaling;500000;lbfgs +0.1180422306060791;0.0;0.008059978485107422;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;logistic;25;adaptive;500000;lbfgs +0.08961009979248047;0.0;0.007739067077636719;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;logistic;40;invscaling;500000;lbfgs +0.17858028411865234;0.0;0.007464885711669922;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;logistic;60;invscaling;500000;lbfgs +0.258821964263916;0.0;0.008018970489501953;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;logistic;90;constant;500000;lbfgs +0.42241811752319336;0.0;0.012596845626831055;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;logistic;(30, 30);adaptive;500000;lbfgs +0.5124409198760986;0.0;0.008716821670532227;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;logistic;(60, 45);adaptive;500000;lbfgs +0.6764509677886963;0.0;0.00896596908569336;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;logistic;(75, 15);constant;500000;lbfgs +0.7682881355285645;0.0;0.011032819747924805;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;logistic;(90, 75);adaptive;500000;lbfgs +11.022.870.063.781.700;0.0;0.009046077728271484;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;logistic;(20, 80, 20);invscaling;500000;adam +0.68619704246521;0.0;0.015368223190307617;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;logistic;(40, 20, 40);invscaling;500000;lbfgs +38.400.230.407.714.800;0.0;0.009656906127929688;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;logistic;(40, 80, 40);adaptive;500000;lbfgs +16.290.979.385.375.900;0.0;0.009229183197021484;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;logistic;(60, 40, 80);adaptive;500000;lbfgs +13.282.649.517.059.300;0.0;0.010451793670654297;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;logistic;(60, 60, 40);adaptive;500000;lbfgs +32.236.831.188.201.900;0.0;0.01080012321472168;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;logistic;(60, 100, 100);invscaling;500000;lbfgs +24.500.198.364.257.800;0.0;0.009161233901977539;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;logistic;(80, 20, 40);invscaling;500000;lbfgs +13.077.690.601.348.800;0.0;0.008733987808227539;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;logistic;(80, 20, 80);adaptive;500000;lbfgs +14.113.378.524.780.200;0.0;0.00970911979675293;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;logistic;(80, 60, 40);invscaling;500000;lbfgs +19.342.153.072.357.100;0.0;0.00960683822631836;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;logistic;(80, 60, 60);invscaling;500000;lbfgs +15.655.243.396.759.000;0.0;0.008868694305419922;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;logistic;(80, 60, 80);adaptive;500000;lbfgs +3.275.973.081.588.740;0.0;0.010114908218383789;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;logistic;(80, 100, 20);adaptive;500000;lbfgs +4.005.704.164.505.000;0.0;0.00962686538696289;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;logistic;(80, 100, 100);adaptive;500000;lbfgs +16.724.841.594.696.000;0.0;0.009149789810180664;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;logistic;(100, 20, 40);invscaling;500000;lbfgs +0.8959317207336426;0.0;0.00959014892578125;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;logistic;(100, 40, 20);invscaling;500000;lbfgs +37.128.729.820.251.400;0.0;0.011018991470336914;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;logistic;(100, 60, 40);invscaling;500000;lbfgs +3.515.637.159.347.530;0.0;0.010673999786376953;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;logistic;(100, 60, 60);adaptive;500000;lbfgs +3.629.512.071.609.490;0.0;0.009630918502807617;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;logistic;(100, 100, 40);constant;500000;lbfgs +0.051583051681518555;0.0;0.006593942642211914;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;30;constant;500000;lbfgs +0.06119084358215332;0.0;0.007359981536865234;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;50;invscaling;500000;lbfgs +0.11267709732055664;0.0;0.009634971618652344;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;85;constant;500000;lbfgs +0.1363389492034912;0.0;0.008891105651855469;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;100;adaptive;500000;lbfgs +4.046.511.888.504.020;0.0;0.0076372623443603516;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(15, 75);adaptive;500000;adam +0.07240700721740723;0.0;0.007807016372680664;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(30, 15);constant;500000;lbfgs +0.10965418815612793;0.0;0.007769107818603516;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(30, 30);invscaling;500000;lbfgs +3.342.374.086.380.000;0.0;0.008402824401855469;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(30, 45);invscaling;500000;adam +3.219.951.868.057.250;0.0;0.0081939697265625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(45, 15);invscaling;500000;adam +33.787.200.450.897.200;0.0;0.008471012115478516;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(45, 45);invscaling;500000;adam +31.492.509.841.918.900;0.0;0.009954214096069336;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(45, 45);adaptive;500000;adam +0.16274189949035645;0.0;0.009831905364990234;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(45, 60);constant;500000;lbfgs +4.541.467.189.788.810;0.0;0.009505748748779297;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(45, 90);invscaling;500000;adam +0.1680889129638672;0.0;0.008347034454345703;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(60, 15);constant;500000;lbfgs +35.175.108.909.606.900;0.0;0.008959054946899414;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(60, 60);invscaling;500000;adam +4.387.354.135.513.300;0.0;0.00847172737121582;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(60, 75);constant;500000;adam +0.16254591941833496;0.0;0.00882411003112793;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(75, 15);invscaling;500000;lbfgs +33.886.561.393.737.700;0.0;0.008353710174560547;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(75, 15);adaptive;500000;adam +33.805.019.855.499.200;0.0;0.009415149688720703;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(75, 30);invscaling;500000;adam +3.996.156.930.923.460;0.0;0.009260892868041992;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(75, 60);constant;500000;adam +47.599.568.367.004.300;0.0;0.00883626937866211;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(75, 75);invscaling;500000;adam +0.353593111038208;0.0;0.00923299789428711;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(75, 90);invscaling;500000;lbfgs +0.2652909755706787;0.0;0.009356021881103516;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(90, 15);adaptive;500000;lbfgs +4.121.338.129.043.570;0.0;0.008336305618286133;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(90, 60);adaptive;500000;adam +4.427.021.026.611.320;0.0;0.008172750473022461;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(90, 75);invscaling;500000;adam +0.17461824417114258;0.0;0.00801992416381836;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(20, 20, 20);adaptive;500000;lbfgs +26.089.119.911.193.800;0.0;0.00760197639465332;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(20, 20, 20);adaptive;500000;adam +0.23211383819580078;0.0;0.008198261260986328;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(20, 20, 100);constant;500000;lbfgs +0.2139911651611328;0.0;0.008093118667602539;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(20, 40, 20);adaptive;500000;lbfgs +39.115.588.665.008.500;0.0;0.009547948837280273;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(20, 100, 40);constant;500000;adam +232.285.213.470.459;0.0;0.009362936019897461;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(40, 20, 20);constant;500000;adam +23.795.218.467.712.400;0.0;0.00845789909362793;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(40, 20, 40);constant;500000;adam +21.917.810.440.063.400;0.0;0.00865793228149414;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(40, 20, 40);invscaling;500000;adam +0.21599411964416504;0.0;0.008615970611572266;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(40, 20, 60);adaptive;500000;lbfgs +0.2553737163543701;0.0;0.008836030960083008;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(40, 20, 100);constant;500000;lbfgs +0.33655691146850586;0.0;0.008893013000488281;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(40, 40, 80);constant;500000;lbfgs +29.308.111.667.633.000;0.0;0.008760213851928711;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(40, 40, 80);constant;500000;adam +0.32715797424316406;0.0;0.009202957153320312;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(40, 40, 100);constant;500000;lbfgs +35.795.888.900.756.800;0.0;0.009269952774047852;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(40, 40, 100);adaptive;500000;adam +0.4403829574584961;0.0;0.008738994598388672;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(40, 60, 20);invscaling;500000;lbfgs +0.30808591842651367;0.0;0.008657217025756836;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(40, 60, 40);constant;500000;lbfgs +2.608.882.188.796.990;0.0;0.009511947631835938;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(40, 60, 40);adaptive;500000;adam +0.5001749992370605;0.0;0.009953022003173828;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(40, 60, 100);adaptive;500000;lbfgs +10.538.280.010.223.300;0.0;0.009330034255981445;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(40, 80, 20);constant;500000;lbfgs +0.3796229362487793;0.0;0.008727073669433594;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(40, 80, 40);adaptive;500000;lbfgs +3.630.218.029.022.210;0.0;0.00939798355102539;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(40, 80, 40);adaptive;500000;adam +3.744.478.940.963.740;0.0;0.009843826293945312;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(40, 80, 80);constant;500000;adam +0.5674829483032227;0.0;0.009914159774780273;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(40, 100, 80);constant;500000;lbfgs +2.575.566.053.390.500;0.0;0.014528751373291016;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(60, 20, 20);invscaling;500000;adam +225.156.307.220.459;0.0;0.012772798538208008;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(60, 20, 40);invscaling;500000;adam +3.143.167.018.890.380;0.0;0.014133930206298828;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(60, 20, 80);constant;500000;adam +0.2860579490661621;0.0;0.00849294662475586;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(60, 20, 80);adaptive;500000;lbfgs +0.3671882152557373;0.0;0.01267695426940918;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(60, 20, 100);adaptive;500000;lbfgs +404.824.686.050.415;0.0;0.012341976165771484;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(60, 60, 40);invscaling;500000;adam +0.5498590469360352;0.0;0.019676923751831055;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(60, 60, 80);constant;500000;lbfgs +5.792.562.007.904.050;0.0;0.008648872375488281;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(60, 60, 100);adaptive;500000;adam +44.491.050.243.377.600;0.0;0.009708881378173828;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(60, 80, 20);adaptive;500000;adam +4.244.440.078.735.350;0.0;0.009834051132202148;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(60, 80, 40);invscaling;500000;adam +0.6802082061767578;0.0;0.008968830108642578;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(60, 80, 100);adaptive;500000;lbfgs +0.5450010299682617;0.0;0.008797883987426758;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(60, 100, 20);invscaling;500000;lbfgs +4.027.066.946.029.660;0.0;0.01016998291015625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(60, 100, 60);invscaling;500000;adam +0.658797025680542;0.0;0.01813793182373047;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(60, 100, 80);constant;500000;lbfgs +4.714.296.102.523.800;0.0;0.008983850479125977;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(60, 100, 80);adaptive;500000;adam +0.879805326461792;0.0;0.009749889373779297;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(60, 100, 100);invscaling;500000;lbfgs +23.841.912.746.429.400;0.0;0.009547710418701172;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(80, 20, 60);adaptive;500000;adam +3.163.788.080.215.450;0.0;0.010696887969970703;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(80, 40, 20);constant;500000;adam +33.140.058.517.456.000;0.0;0.009207010269165039;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(80, 40, 20);invscaling;500000;adam +0.30783891677856445;0.0;0.008411884307861328;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(80, 40, 40);invscaling;500000;lbfgs +32.168.681.621.551.500;0.0;0.009279966354370117;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(80, 40, 40);invscaling;500000;adam +3.025.296.688.079.830;0.0;0.014336109161376953;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(80, 40, 40);adaptive;500000;adam +33.546.738.624.572.700;0.0;0.009732246398925781;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(80, 40, 60);constant;500000;adam +0.3840057849884033;0.0;0.009176254272460938;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(80, 40, 80);adaptive;500000;lbfgs +30.013.060.569.763.100;0.0;0.009521007537841797;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(80, 60, 20);invscaling;500000;adam +0.42716383934020996;0.0;0.00944209098815918;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(80, 60, 60);adaptive;500000;lbfgs +0.49202895164489746;0.0;0.010192155838012695;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(80, 60, 80);constant;500000;lbfgs +0.5760898590087891;0.0;0.009550094604492188;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(80, 60, 100);constant;500000;lbfgs +3.738.994.836.807.250;0.0;0.009296894073486328;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(80, 80, 60);invscaling;500000;adam +0.6399250030517578;0.0;0.015513181686401367;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(80, 80, 100);adaptive;500000;lbfgs +25.488.760.471.343.900;0.0;0.009142875671386719;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(100, 20, 20);adaptive;500000;adam +26.225.759.983.062.700;0.0;0.012096166610717773;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(100, 20, 40);invscaling;500000;adam +0.3289310932159424;0.0;0.01271677017211914;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(100, 20, 60);invscaling;500000;lbfgs +0.33258914947509766;0.0;0.010075807571411133;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(100, 20, 60);adaptive;500000;lbfgs +26.350.221.633.911.100;0.0;0.01240992546081543;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(100, 40, 20);constant;500000;adam +0.3762030601501465;0.0;0.01578497886657715;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(100, 40, 60);adaptive;500000;lbfgs +0.666762113571167;0.0;0.012998104095458984;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(100, 40, 80);invscaling;500000;lbfgs +436.550.498.008.728;0.0;0.00993204116821289;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(100, 40, 100);constant;500000;adam +34.555.957.317.352.200;0.0;0.010018110275268555;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(100, 60, 20);invscaling;500000;adam +0.61407470703125;0.0;0.009858131408691406;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(100, 60, 80);constant;500000;lbfgs +3.595.986.843.109.130;0.0;0.009751081466674805;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(100, 80, 20);adaptive;500000;adam +360.974.383.354.187;0.0;0.009672164916992188;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(100, 80, 40);invscaling;500000;adam +3.882.927.894.592.280;0.0;0.009943962097167969;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(100, 80, 80);invscaling;500000;adam +0.7593810558319092;0.0;0.011816978454589844;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(100, 80, 100);constant;500000;lbfgs +0.7712409496307373;0.0;0.010220050811767578;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(100, 80, 100);invscaling;500000;lbfgs +0.7663750648498535;0.0;0.010079145431518555;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(100, 100, 20);adaptive;500000;lbfgs +4.014.591.932.296.750;0.0;0.011024951934814453;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(100, 100, 40);constant;500000;adam +10.046.980.381.011.900;0.0;0.010812997817993164;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(100, 100, 80);constant;500000;lbfgs +10.034.067.630.767.800;0.0;0.0101470947265625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;tanh;(100, 100, 100);invscaling;500000;lbfgs +0.10458517074584961;0.0;0.009588956832885742;0.0;{'activation': 'relu', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;25;invscaling;500000;lbfgs +0.12503600120544434;0.0;0.007169961929321289;0.0;{'activation': 'relu', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;55;constant;500000;lbfgs +0.1408390998840332;0.0;0.007924795150756836;0.0;{'activation': 'relu', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;75;constant;500000;lbfgs +0.1438581943511963;0.0;0.007751941680908203;0.0;{'activation': 'relu', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;80;invscaling;500000;lbfgs +0.14445209503173828;0.0;0.007467031478881836;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(15, 30);invscaling;500000;lbfgs +2.444.863.796.234.130;0.0;0.007680177688598633;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(15, 90);invscaling;500000;adam +0.14795589447021484;0.0;0.007781267166137695;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(30, 15);constant;500000;lbfgs +0.13897490501403809;0.0;0.008401155471801758;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(30, 60);invscaling;500000;lbfgs +0.14699602127075195;0.0;0.007856130599975586;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(30, 60);adaptive;500000;lbfgs +0.1729280948638916;0.0;0.00819087028503418;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(30, 75);constant;500000;lbfgs +0.1750352382659912;0.0;0.007900714874267578;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(45, 60);adaptive;500000;lbfgs +0.2726273536682129;0.0;0.008195877075195312;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(60, 75);constant;500000;lbfgs +0.38401079177856445;0.0;0.008562326431274414;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(60, 90);constant;500000;lbfgs +0.26567602157592773;0.0;0.008723020553588867;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(75, 15);constant;500000;lbfgs +0.2226698398590088;0.0;0.008361101150512695;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(75, 45);invscaling;500000;lbfgs +0.37900805473327637;0.0;0.008549213409423828;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(75, 75);constant;500000;lbfgs +0.3426220417022705;0.0;0.008807182312011719;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(90, 60);invscaling;500000;lbfgs +0.4016149044036865;0.0;0.009032011032104492;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(20, 40, 100);invscaling;500000;lbfgs +0.5018339157104492;0.0;0.010966062545776367;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(20, 60, 20);invscaling;500000;lbfgs +15.348.777.770.996.000;0.0;0.00984811782836914;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(20, 60, 60);adaptive;500000;adam +0.4270031452178955;0.0;0.009328842163085938;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(20, 80, 40);constant;500000;lbfgs +1.829.643.964.767.450;0.0;0.009390115737915039;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(20, 80, 80);constant;500000;adam +1.726.435.661.315.910;0.0;0.008763313293457031;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(20, 100, 20);adaptive;500000;adam +0.7932772636413574;0.0;0.009462118148803711;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(20, 100, 100);constant;500000;lbfgs +0.7230141162872314;0.0;0.009634017944335938;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(20, 100, 100);invscaling;500000;lbfgs +0.26476502418518066;0.0;0.008337974548339844;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(40, 20, 40);invscaling;500000;lbfgs +0.2315518856048584;0.0;0.008432149887084961;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(40, 20, 60);constant;500000;lbfgs +1.127.966.594.696.040;0.0;0.008749008178710938;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(40, 40, 20);constant;500000;sgd +13.956.449.031.829.800;0.0;0.008738040924072266;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(40, 60, 40);constant;500000;adam +16.453.781.127.929.600;0.0;0.009917020797729492;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(40, 80, 20);constant;500000;adam +16.277.730.464.935.300;0.0;0.011286020278930664;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(40, 80, 60);constant;500000;adam +2.532.618.999.481.200;0.0;0.008935213088989258;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(40, 100, 100);adaptive;500000;adam +0.3850548267364502;0.0;0.018644332885742188;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(60, 20, 40);adaptive;500000;lbfgs +0.29521727561950684;0.0;0.023749828338623047;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(60, 20, 60);constant;500000;lbfgs +17.278.101.444.244.300;0.0;0.008728981018066406;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(60, 20, 80);adaptive;500000;adam +0.3818180561065674;0.0;0.00916290283203125;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(60, 20, 100);adaptive;500000;lbfgs +0.3352987766265869;0.0;0.008880138397216797;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(60, 60, 20);constant;500000;lbfgs +0.39400291442871094;0.0;0.009518146514892578;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(60, 60, 40);invscaling;500000;lbfgs +189.591.383.934.021;0.0;0.008813142776489258;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(60, 60, 60);invscaling;500000;adam +0.45171284675598145;0.0;0.010123014450073242;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(60, 60, 80);invscaling;500000;lbfgs +0.695030927658081;0.0;0.009451866149902344;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(60, 100, 60);invscaling;500000;lbfgs +0.29457592964172363;0.0;0.008847236633300781;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(80, 20, 60);adaptive;500000;lbfgs +0.31833910942077637;0.0;0.008769989013671875;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(80, 20, 80);constant;500000;lbfgs +0.3805429935455322;0.0;0.009512901306152344;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(80, 40, 40);adaptive;500000;lbfgs +17.415.549.755.096.400;0.0;0.009154081344604492;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(80, 60, 40);constant;500000;adam +0.5952649116516113;0.0;0.00949716567993164;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(80, 60, 60);invscaling;500000;lbfgs +0.4919090270996094;0.0;0.009211063385009766;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(80, 60, 80);invscaling;500000;lbfgs +0.6138119697570801;0.0;0.009423255920410156;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(80, 80, 80);adaptive;500000;lbfgs +0.918536901473999;0.0;0.009984970092773438;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(80, 100, 60);invscaling;500000;lbfgs +13.252.580.165.863.000;0.0;0.008626937866210938;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(100, 40, 40);constant;500000;adam +0.5495648384094238;0.0;0.009572982788085938;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(100, 60, 40);constant;500000;lbfgs +0.6929128170013428;0.0;0.009628057479858398;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(100, 80, 60);constant;500000;lbfgs +16.813.828.945.159.900;0.0;0.010123014450073242;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(100, 80, 60);invscaling;500000;adam +0.6910719871520996;0.0;0.009855985641479492;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8235294117647058;0.8235294117647058;0.0;304;0.8850574712643678;0.8850574712643678;0.0;241;0.9767441860465116;0.9767441860465116;0.0;1284;0.8936170212765957;0.8936170212765957;0.0;476;MLPClassifier;;;;;;;relu;(100, 100, 20);adaptive;500000;lbfgs +0.20798087120056152;0.0;0.01570296287536621;0.0;{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'sqrt'};0.8367346938775511;0.8367346938775511;0.0;1;0.8850574712643678;0.8850574712643678;0.0;1;0.9534883720930233;0.9534883720930233;0.0;4;0.8913043478260869;0.8913043478260869;0.0;1;RandomForestClassifier;;;gini;;balanced;sqrt;;;;; +14.851.210.117.340.000;0.0;0.008476018905639648;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8367346938775511;0.8367346938775511;0.0;158;0.8850574712643678;0.8850574712643678;0.0;241;0.9534883720930233;0.9534883720930233;0.0;2739;0.8913043478260869;0.8913043478260869;0.0;654;MLPClassifier;;;;;;;logistic;(20, 40, 40);adaptive;500000;lbfgs +12.801.620.960.235.500;0.0;0.008936882019042969;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8367346938775511;0.8367346938775511;0.0;158;0.8850574712643678;0.8850574712643678;0.0;241;0.9534883720930233;0.9534883720930233;0.0;2739;0.8913043478260869;0.8913043478260869;0.0;654;MLPClassifier;;;;;;;logistic;(60, 40, 20);adaptive;500000;lbfgs +2.568.333.148.956.290;0.0;0.01222085952758789;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8367346938775511;0.8367346938775511;0.0;158;0.8850574712643678;0.8850574712643678;0.0;241;0.9534883720930233;0.9534883720930233;0.0;2739;0.8913043478260869;0.8913043478260869;0.0;654;MLPClassifier;;;;;;;logistic;(60, 60, 20);constant;500000;lbfgs +1.657.679.796.218.870;0.0;0.009198188781738281;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8367346938775511;0.8367346938775511;0.0;158;0.8850574712643678;0.8850574712643678;0.0;241;0.9534883720930233;0.9534883720930233;0.0;2739;0.8913043478260869;0.8913043478260869;0.0;654;MLPClassifier;;;;;;;logistic;(60, 60, 40);constant;500000;lbfgs +34.559.149.742.126.400;0.0;0.009178876876831055;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8367346938775511;0.8367346938775511;0.0;158;0.8850574712643678;0.8850574712643678;0.0;241;0.9534883720930233;0.9534883720930233;0.0;2739;0.8913043478260869;0.8913043478260869;0.0;654;MLPClassifier;;;;;;;logistic;(80, 20, 100);adaptive;500000;lbfgs +2.833.169.937.133.780;0.0;0.008888006210327148;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8367346938775511;0.8367346938775511;0.0;158;0.8850574712643678;0.8850574712643678;0.0;241;0.9534883720930233;0.9534883720930233;0.0;2739;0.8913043478260869;0.8913043478260869;0.0;654;MLPClassifier;;;;;;;logistic;(100, 40, 20);adaptive;500000;lbfgs +28.395.400.047.302.200;0.0;0.008654117584228516;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8367346938775511;0.8367346938775511;0.0;158;0.8850574712643678;0.8850574712643678;0.0;241;0.9534883720930233;0.9534883720930233;0.0;2739;0.8913043478260869;0.8913043478260869;0.0;654;MLPClassifier;;;;;;;logistic;(100, 40, 40);invscaling;500000;lbfgs +205.824.613.571.167;0.0;0.00904703140258789;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8367346938775511;0.8367346938775511;0.0;158;0.8850574712643678;0.8850574712643678;0.0;241;0.9534883720930233;0.9534883720930233;0.0;2739;0.8913043478260869;0.8913043478260869;0.0;654;MLPClassifier;;;;;;;logistic;(100, 60, 80);constant;500000;lbfgs +25.410.799.980.163.500;0.0;0.009519100189208984;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8367346938775511;0.8367346938775511;0.0;158;0.8850574712643678;0.8850574712643678;0.0;241;0.9534883720930233;0.9534883720930233;0.0;2739;0.8913043478260869;0.8913043478260869;0.0;654;MLPClassifier;;;;;;;logistic;(100, 60, 100);adaptive;500000;lbfgs +0.16286778450012207;0.0;0.009200334548950195;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8367346938775511;0.8367346938775511;0.0;158;0.8850574712643678;0.8850574712643678;0.0;241;0.9534883720930233;0.9534883720930233;0.0;2739;0.8913043478260869;0.8913043478260869;0.0;654;MLPClassifier;;;;;;;tanh;(15, 60);constant;500000;lbfgs +0.13674688339233398;0.0;0.007996082305908203;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8367346938775511;0.8367346938775511;0.0;158;0.8850574712643678;0.8850574712643678;0.0;241;0.9534883720930233;0.9534883720930233;0.0;2739;0.8913043478260869;0.8913043478260869;0.0;654;MLPClassifier;;;;;;;tanh;(15, 60);invscaling;500000;lbfgs +0.23328304290771484;0.0;0.008147001266479492;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8367346938775511;0.8367346938775511;0.0;158;0.8850574712643678;0.8850574712643678;0.0;241;0.9534883720930233;0.9534883720930233;0.0;2739;0.8913043478260869;0.8913043478260869;0.0;654;MLPClassifier;;;;;;;tanh;(20, 40, 60);constant;500000;lbfgs +0.3286468982696533;0.0;0.008371114730834961;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8367346938775511;0.8367346938775511;0.0;158;0.8850574712643678;0.8850574712643678;0.0;241;0.9534883720930233;0.9534883720930233;0.0;2739;0.8913043478260869;0.8913043478260869;0.0;654;MLPClassifier;;;;;;;tanh;(20, 40, 80);constant;500000;lbfgs +0.3136570453643799;0.0;0.008891820907592773;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8367346938775511;0.8367346938775511;0.0;158;0.8850574712643678;0.8850574712643678;0.0;241;0.9534883720930233;0.9534883720930233;0.0;2739;0.8913043478260869;0.8913043478260869;0.0;654;MLPClassifier;;;;;;;tanh;(20, 60, 20);invscaling;500000;lbfgs +0.3557412624359131;0.0;0.0136566162109375;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8367346938775511;0.8367346938775511;0.0;158;0.8850574712643678;0.8850574712643678;0.0;241;0.9534883720930233;0.9534883720930233;0.0;2739;0.8913043478260869;0.8913043478260869;0.0;654;MLPClassifier;;;;;;;tanh;(20, 60, 60);invscaling;500000;lbfgs +0.6122641563415527;0.0;0.00953984260559082;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8367346938775511;0.8367346938775511;0.0;158;0.8850574712643678;0.8850574712643678;0.0;241;0.9534883720930233;0.9534883720930233;0.0;2739;0.8913043478260869;0.8913043478260869;0.0;654;MLPClassifier;;;;;;;tanh;(40, 80, 100);adaptive;500000;lbfgs +0.24017119407653809;0.0;0.00877690315246582;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8367346938775511;0.8367346938775511;0.0;158;0.8850574712643678;0.8850574712643678;0.0;241;0.9534883720930233;0.9534883720930233;0.0;2739;0.8913043478260869;0.8913043478260869;0.0;654;MLPClassifier;;;;;;;tanh;(60, 20, 60);invscaling;500000;lbfgs +0.4861772060394287;0.0;0.012841939926147461;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8367346938775511;0.8367346938775511;0.0;158;0.8850574712643678;0.8850574712643678;0.0;241;0.9534883720930233;0.9534883720930233;0.0;2739;0.8913043478260869;0.8913043478260869;0.0;654;MLPClassifier;;;;;;;tanh;(60, 40, 100);invscaling;500000;lbfgs +0.602592945098877;0.0;0.009451150894165039;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8367346938775511;0.8367346938775511;0.0;158;0.8850574712643678;0.8850574712643678;0.0;241;0.9534883720930233;0.9534883720930233;0.0;2739;0.8913043478260869;0.8913043478260869;0.0;654;MLPClassifier;;;;;;;tanh;(60, 100, 60);adaptive;500000;lbfgs +0.6891951560974121;0.0;0.011693000793457031;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8367346938775511;0.8367346938775511;0.0;158;0.8850574712643678;0.8850574712643678;0.0;241;0.9534883720930233;0.9534883720930233;0.0;2739;0.8913043478260869;0.8913043478260869;0.0;654;MLPClassifier;;;;;;;tanh;(80, 80, 20);constant;500000;lbfgs +0.5337080955505371;0.0;0.008862972259521484;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8367346938775511;0.8367346938775511;0.0;158;0.8850574712643678;0.8850574712643678;0.0;241;0.9534883720930233;0.9534883720930233;0.0;2739;0.8913043478260869;0.8913043478260869;0.0;654;MLPClassifier;;;;;;;tanh;(100, 20, 40);invscaling;500000;lbfgs +0.485353946685791;0.0;0.009965181350708008;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8367346938775511;0.8367346938775511;0.0;158;0.8850574712643678;0.8850574712643678;0.0;241;0.9534883720930233;0.9534883720930233;0.0;2739;0.8913043478260869;0.8913043478260869;0.0;654;MLPClassifier;;;;;;;tanh;(100, 80, 40);invscaling;500000;lbfgs +0.1346890926361084;0.0;0.008311033248901367;0.0;{'activation': 'relu', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8367346938775511;0.8367346938775511;0.0;158;0.8850574712643678;0.8850574712643678;0.0;241;0.9534883720930233;0.9534883720930233;0.0;2739;0.8913043478260869;0.8913043478260869;0.0;654;MLPClassifier;;;;;;;relu;65;adaptive;500000;lbfgs +0.0917818546295166;0.0;0.007397174835205078;0.0;{'activation': 'relu', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8367346938775511;0.8367346938775511;0.0;158;0.8850574712643678;0.8850574712643678;0.0;241;0.9534883720930233;0.9534883720930233;0.0;2739;0.8913043478260869;0.8913043478260869;0.0;654;MLPClassifier;;;;;;;relu;70;invscaling;500000;lbfgs +0.23515892028808594;0.0;0.010600090026855469;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8367346938775511;0.8367346938775511;0.0;158;0.8850574712643678;0.8850574712643678;0.0;241;0.9534883720930233;0.9534883720930233;0.0;2739;0.8913043478260869;0.8913043478260869;0.0;654;MLPClassifier;;;;;;;relu;(30, 75);invscaling;500000;lbfgs +0.3084371089935303;0.0;0.008954763412475586;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8367346938775511;0.8367346938775511;0.0;158;0.8850574712643678;0.8850574712643678;0.0;241;0.9534883720930233;0.9534883720930233;0.0;2739;0.8913043478260869;0.8913043478260869;0.0;654;MLPClassifier;;;;;;;relu;(75, 75);adaptive;500000;lbfgs +0.24505400657653809;0.0;0.009731769561767578;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8367346938775511;0.8367346938775511;0.0;158;0.8850574712643678;0.8850574712643678;0.0;241;0.9534883720930233;0.9534883720930233;0.0;2739;0.8913043478260869;0.8913043478260869;0.0;654;MLPClassifier;;;;;;;relu;(90, 30);invscaling;500000;lbfgs +0.6404531002044678;0.0;0.00967717170715332;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8367346938775511;0.8367346938775511;0.0;158;0.8850574712643678;0.8850574712643678;0.0;241;0.9534883720930233;0.9534883720930233;0.0;2739;0.8913043478260869;0.8913043478260869;0.0;654;MLPClassifier;;;;;;;relu;(60, 60, 100);adaptive;500000;lbfgs +0.35630226135253906;0.0;0.0095367431640625;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8367346938775511;0.8367346938775511;0.0;158;0.8850574712643678;0.8850574712643678;0.0;241;0.9534883720930233;0.9534883720930233;0.0;2739;0.8913043478260869;0.8913043478260869;0.0;654;MLPClassifier;;;;;;;relu;(80, 20, 40);adaptive;500000;lbfgs +0.5529227256774902;0.0;0.009784221649169922;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8367346938775511;0.8367346938775511;0.0;158;0.8850574712643678;0.8850574712643678;0.0;241;0.9534883720930233;0.9534883720930233;0.0;2739;0.8913043478260869;0.8913043478260869;0.0;654;MLPClassifier;;;;;;;relu;(80, 60, 60);constant;500000;lbfgs +39.546.751.976.013.100;0.0;0.009984970092773438;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.851063829787234;0.851063829787234;0.0;53;0.8850574712643678;0.8850574712643678;0.0;241;0.9302325581395349;0.9302325581395349;0.0;3215;0.888888888888889;0.888888888888889;0.0;684;MLPClassifier;;;;;;;logistic;(60, 20, 80);invscaling;500000;lbfgs +17.085.521.221.160.800;0.0;0.009281158447265625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.851063829787234;0.851063829787234;0.0;53;0.8850574712643678;0.8850574712643678;0.0;241;0.9302325581395349;0.9302325581395349;0.0;3215;0.888888888888889;0.888888888888889;0.0;684;MLPClassifier;;;;;;;logistic;(80, 20, 20);invscaling;500000;lbfgs +0.12069034576416016;0.0;0.00776982307434082;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;logistic;45;constant;500000;lbfgs +0.11044192314147949;0.0;0.008036136627197266;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;logistic;50;constant;500000;lbfgs +0.13463306427001953;0.0;0.009252071380615234;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;logistic;55;invscaling;500000;lbfgs +0.17793011665344238;0.0;0.01049494743347168;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;logistic;70;invscaling;500000;lbfgs +0.20094704627990723;0.0;0.007883071899414062;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;logistic;85;constant;500000;lbfgs +0.4455831050872803;0.0;0.007844924926757812;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;logistic;(15, 90);constant;500000;lbfgs +0.5229787826538086;0.0;0.008185148239135742;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;logistic;(30, 75);invscaling;500000;lbfgs +0.3088338375091553;0.0;0.007934093475341797;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;logistic;(45, 30);constant;500000;lbfgs +0.5729317665100098;0.0;0.011791229248046875;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;logistic;(60, 45);constant;500000;lbfgs +10.624.771.118.164.000;0.0;0.013143062591552734;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;logistic;(90, 75);invscaling;500000;lbfgs +0.81998610496521;0.0;0.01010894775390625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;logistic;(20, 40, 80);invscaling;500000;lbfgs +14.651.048.183.441.100;0.0;0.00912618637084961;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;logistic;(20, 60, 100);invscaling;500000;lbfgs +0.6430678367614746;0.0;0.01064610481262207;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;logistic;(40, 20, 60);invscaling;500000;lbfgs +18.865.680.694.580.000;0.0;0.008002042770385742;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;logistic;(40, 20, 100);invscaling;500000;lbfgs +1.096.540.927.886.960;0.0;0.009119987487792969;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;logistic;(40, 40, 80);constant;500000;lbfgs +10.367.889.404.296.800;0.0;0.009161949157714844;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;logistic;(40, 60, 100);adaptive;500000;lbfgs +1.242.610.216.140.740;0.0;0.008769035339355469;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;logistic;(40, 80, 20);adaptive;500000;lbfgs +25.313.169.956.207.200;0.0;0.011449098587036133;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;logistic;(40, 100, 60);adaptive;500000;lbfgs +24.358.649.253.845.200;0.0;0.009335041046142578;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;logistic;(40, 100, 100);invscaling;500000;lbfgs +15.654.897.689.819.300;0.0;0.008331060409545898;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;logistic;(60, 40, 60);adaptive;500000;lbfgs +2.091.407.060.623.160;0.0;0.009330987930297852;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;logistic;(60, 100, 80);adaptive;500000;lbfgs +14.073.798.656.463.600;0.0;0.009232044219970703;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;logistic;(80, 40, 100);adaptive;500000;lbfgs +25.205.419.063.568.100;0.0;0.009829998016357422;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;logistic;(80, 80, 80);adaptive;500000;lbfgs +2.728.200.912.475.580;0.0;0.009749174118041992;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;logistic;(80, 100, 60);constant;500000;lbfgs +23.701.488.971.710.200;0.0;0.010365009307861328;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;logistic;(80, 100, 80);adaptive;500000;lbfgs +32.952.451.705.932.600;0.0;0.007279872894287109;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;25;invscaling;500000;adam +3.290.834.903.717.040;0.0;0.00716090202331543;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;30;invscaling;500000;adam +3.411.115.884.780.880;0.0;0.008931875228881836;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;45;constant;500000;adam +4.090.893.745.422.360;0.0;0.008232355117797852;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;60;adaptive;500000;adam +0.10123205184936523;0.0;0.009048938751220703;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;65;invscaling;500000;lbfgs +0.08687996864318848;0.0;0.007998943328857422;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;65;adaptive;500000;lbfgs +4.181.363.821.029.660;0.0;0.00832223892211914;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;70;adaptive;500000;adam +4.580.682.039.260.860;0.0;0.011008977890014648;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;75;constant;500000;adam +39.665.989.875.793.400;0.0;0.0087890625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;75;adaptive;500000;adam +4.821.485.996.246.330;0.0;0.008283853530883789;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;80;constant;500000;adam +0.1232309341430664;0.0;0.0081329345703125;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;90;constant;500000;lbfgs +5.442.882.061.004.630;0.0;0.010859012603759766;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;90;constant;500000;adam +5.632.216.691.970.820;0.0;0.019468069076538086;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;90;invscaling;500000;adam +5.915.045.738.220.210;0.0;0.008432149887084961;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;90;adaptive;500000;adam +0.12752914428710938;0.0;0.009064197540283203;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;100;constant;500000;lbfgs +59.148.852.825.164.700;0.0;0.007632732391357422;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;100;constant;500000;adam +4.612.030.982.971.190;0.0;0.0076448917388916016;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(15, 60);invscaling;500000;adam +0.1715688705444336;0.0;0.007731199264526367;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(15, 60);adaptive;500000;lbfgs +0.2849860191345215;0.0;0.012476921081542969;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(15, 75);constant;500000;lbfgs +0.15313506126403809;0.0;0.007746219635009766;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(30, 45);adaptive;500000;lbfgs +4.386.622.190.475.460;0.0;0.00882577896118164;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(45, 75);invscaling;500000;adam +0.1635890007019043;0.0;0.008241891860961914;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(60, 15);invscaling;500000;lbfgs +2.964.294.910.430.900;0.0;0.008365154266357422;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(60, 30);invscaling;500000;adam +3.481.076.955.795.280;0.0;0.01416015625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(60, 45);invscaling;500000;adam +3.782.356.023.788.450;0.0;0.0088348388671875;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(60, 60);constant;500000;adam +0.2216188907623291;0.0;0.008715152740478516;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(60, 60);adaptive;500000;lbfgs +0.37163305282592773;0.0;0.008507966995239258;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(60, 75);constant;500000;lbfgs +0.16705894470214844;0.0;0.010172843933105469;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(75, 30);constant;500000;lbfgs +0.2615690231323242;0.0;0.010155916213989258;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(75, 60);constant;500000;lbfgs +4.396.262.168.884.270;0.0;0.008691072463989258;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(75, 75);constant;500000;adam +4.305.896.759.033.200;0.0;0.009039878845214844;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(75, 90);constant;500000;adam +4.486.133.813.858.030;0.0;0.008887052536010742;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(75, 90);invscaling;500000;adam +36.013.240.814.208.900;0.0;0.009227991104125977;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(90, 30);constant;500000;adam +3.300.791.025.161.740;0.0;0.009074926376342773;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(90, 30);invscaling;500000;adam +3.705.275.774.002.070;0.0;0.009303092956542969;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(90, 45);adaptive;500000;adam +0.3084878921508789;0.0;0.009180068969726562;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(90, 75);adaptive;500000;lbfgs +2.762.579.917.907.710;0.0;0.009724140167236328;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(20, 20, 60);constant;500000;adam +0.18659496307373047;0.0;0.007890939712524414;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(20, 20, 80);invscaling;500000;lbfgs +3.093.146.324.157.710;0.0;0.00812077522277832;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(20, 20, 100);adaptive;500000;adam +2.890.542.984.008.780;0.0;0.008647918701171875;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(20, 40, 100);constant;500000;adam +0.23293375968933105;0.0;0.008210182189941406;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(20, 60, 40);adaptive;500000;lbfgs +0.4376389980316162;0.0;0.008746862411499023;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(20, 60, 80);constant;500000;lbfgs +4.635.528.326.034.540;0.0;0.008939981460571289;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(20, 60, 100);invscaling;500000;adam +0.4382660388946533;0.0;0.008945941925048828;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(20, 60, 100);adaptive;500000;lbfgs +3.547.147.035.598.750;0.0;0.00940394401550293;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(20, 80, 20);invscaling;500000;adam +54.768.548.011.779.700;0.0;0.009099960327148438;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(20, 80, 80);adaptive;500000;adam +0.562528133392334;0.0;0.00981283187866211;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(20, 80, 100);constant;500000;lbfgs +0.3698868751525879;0.0;0.009145259857177734;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(20, 100, 20);constant;500000;lbfgs +38.994.569.778.442.300;0.0;0.011264801025390625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(20, 100, 100);invscaling;500000;adam +237.026.309.967.041;0.0;0.008708953857421875;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(40, 20, 60);invscaling;500000;adam +23.445.582.389.831.500;0.0;0.00886678695678711;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(40, 40, 40);adaptive;500000;adam +27.275.378.704.071.000;0.0;0.009241104125976562;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(40, 40, 60);adaptive;500000;adam +26.099.541.187.286.300;0.0;0.008966922760009766;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(40, 60, 20);invscaling;500000;adam +4.267.692.804.336.540;0.0;0.008610010147094727;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(40, 60, 80);invscaling;500000;adam +0.4600958824157715;0.0;0.012078285217285156;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(40, 60, 100);invscaling;500000;lbfgs +4.111.471.891.403.190;0.0;0.009468317031860352;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(40, 80, 60);constant;500000;adam +0.6025211811065674;0.0;0.00974583625793457;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(40, 100, 60);invscaling;500000;lbfgs +4.057.547.569.274.900;0.0;0.009531259536743164;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(40, 100, 60);invscaling;500000;adam +52.193.217.277.526.800;0.0;0.009088993072509766;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(40, 100, 80);adaptive;500000;adam +0.8799707889556885;0.0;0.010131120681762695;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(40, 100, 100);constant;500000;lbfgs +2.427.456.855.773.920;0.0;0.009050130844116211;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(60, 20, 40);constant;500000;adam +2.506.168.842.315.670;0.0;0.012876033782958984;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(60, 20, 60);adaptive;500000;adam +35.360.381.603.240.900;0.0;0.01243281364440918;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(60, 20, 100);invscaling;500000;adam +0.2816948890686035;0.0;0.012267827987670898;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(60, 40, 20);adaptive;500000;lbfgs +3.836.245.059.967.040;0.0;0.012892007827758789;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(60, 60, 20);adaptive;500000;adam +5.090.270.042.419.430;0.0;0.013583660125732422;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(60, 60, 60);constant;500000;adam +4.575.192.928.314.200;0.0;0.012931108474731445;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(60, 60, 80);invscaling;500000;adam +543.159.294.128.418;0.0;0.024866104125976562;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(60, 60, 100);invscaling;500000;adam +0.5789120197296143;0.0;0.013779163360595703;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(60, 80, 60);invscaling;500000;lbfgs +4.319.920.063.018.790;0.0;0.010067939758300781;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(60, 80, 100);constant;500000;adam +2.464.562.177.658.080;0.0;0.009371042251586914;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(80, 20, 60);constant;500000;adam +0.36197710037231445;0.0;0.010789871215820312;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(80, 40, 40);constant;500000;lbfgs +0.47885799407958984;0.0;0.009681940078735352;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(80, 60, 80);adaptive;500000;lbfgs +0.5756199359893799;0.0;0.010794878005981445;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(80, 80, 80);constant;500000;lbfgs +4.116.092.920.303.340;0.0;0.01153707504272461;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(80, 80, 100);constant;500000;adam +3.882.667.064.666.740;0.0;0.013048648834228516;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(80, 100, 60);constant;500000;adam +22.958.390.712.738.000;0.0;0.009200096130371094;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(100, 20, 80);invscaling;500000;adam +28.464.977.741.241.400;0.0;0.00935816764831543;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(100, 20, 100);constant;500000;adam +2.851.430.892.944.330;0.0;0.00934600830078125;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(100, 40, 20);invscaling;500000;adam +291.145.396.232.605;0.0;0.009382963180541992;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(100, 40, 20);adaptive;500000;adam +2.935.723.066.329.950;0.0;0.009592771530151367;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(100, 60, 40);constant;500000;adam +34.876.480.102.539.000;0.0;0.009862899780273438;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(100, 60, 60);invscaling;500000;adam +37.625.019.550.323.400;0.0;0.009989023208618164;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(100, 60, 100);constant;500000;adam +0.6130092144012451;0.0;0.009740829467773438;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(100, 60, 100);adaptive;500000;lbfgs +3.874.924.898.147.580;0.0;0.010743141174316406;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(100, 80, 60);constant;500000;adam +0.7862389087677002;0.0;0.010334253311157227;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(100, 80, 80);adaptive;500000;lbfgs +4.688.071.012.496.940;0.0;0.009466171264648438;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(100, 100, 40);adaptive;500000;adam +4.393.723.011.016.840;0.0;0.010840892791748047;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(100, 100, 60);invscaling;500000;adam +39.704.489.707.946.700;0.0;0.008321046829223633;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;tanh;(100, 100, 100);constant;500000;adam +0.07678890228271484;0.0;0.0070648193359375;0.0;{'activation': 'relu', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;35;constant;500000;lbfgs +31.000.750.064.849.800;0.0;0.007058858871459961;0.0;{'activation': 'relu', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;35;invscaling;500000;adam +27.431.018.352.508.500;0.0;0.0076749324798583984;0.0;{'activation': 'relu', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;60;constant;500000;adam +33.622.260.093.688.900;0.0;0.0077648162841796875;0.0;{'activation': 'relu', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;70;constant;500000;adam +0.14186906814575195;0.0;0.007905006408691406;0.0;{'activation': 'relu', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;85;adaptive;500000;lbfgs +0.21705412864685059;0.0;0.007781028747558594;0.0;{'activation': 'relu', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;95;invscaling;500000;lbfgs +29.242.279.529.571.500;0.0;0.006999015808105469;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(15, 15);adaptive;500000;adam +24.349.489.212.036.100;0.0;0.010320901870727539;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(15, 30);invscaling;500000;adam +22.891.438.007.354.700;0.0;0.008036136627197266;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(15, 45);adaptive;500000;adam +0.343519926071167;0.0;0.008386850357055664;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(15, 75);constant;500000;lbfgs +0.16497015953063965;0.0;0.009062051773071289;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(15, 75);invscaling;500000;lbfgs +2.324.213.743.209.830;0.0;0.00797724723815918;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(15, 90);constant;500000;adam +0.2049260139465332;0.0;0.007848024368286133;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(15, 90);adaptive;500000;lbfgs +0.11009621620178223;0.0;0.008771896362304688;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(30, 30);constant;500000;lbfgs +18.631.260.395.050.000;0.0;0.009956121444702148;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(30, 45);invscaling;500000;adam +2.244.023.084.640.500;0.0;0.008571863174438477;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(30, 60);constant;500000;adam +21.624.109.745.025.600;0.0;0.011475086212158203;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(30, 90);constant;500000;adam +1.883.410.930.633.540;0.0;0.008132696151733398;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(45, 30);invscaling;500000;adam +17.719.011.306.762.600;0.0;0.00802469253540039;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(45, 45);adaptive;500000;adam +24.496.359.825.134.200;0.0;0.007810115814208984;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(45, 90);adaptive;500000;adam +21.008.920.669.555.600;0.0;0.007951974868774414;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(60, 15);invscaling;500000;adam +0.17904996871948242;0.0;0.00840306282043457;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(60, 15);adaptive;500000;lbfgs +20.406.432.151.794.400;0.0;0.00890493392944336;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(60, 15);adaptive;500000;adam +2.179.323.196.411.130;0.0;0.009686946868896484;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(60, 75);constant;500000;adam +0.2984330654144287;0.0;0.010437250137329102;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(75, 15);adaptive;500000;lbfgs +0.21985101699829102;0.0;0.008535146713256836;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(75, 30);constant;500000;lbfgs +20.972.940.921.783.400;0.0;0.008393049240112305;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(75, 30);constant;500000;adam +0.21158409118652344;0.0;0.008873939514160156;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(75, 30);invscaling;500000;lbfgs +2.134.971.857.070.920;0.0;0.00852203369140625;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(75, 45);invscaling;500000;adam +22.367.372.512.817.300;0.0;0.008879661560058594;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(75, 60);invscaling;500000;adam +0.3077259063720703;0.0;0.008762121200561523;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(90, 45);constant;500000;lbfgs +2.181.546.926.498.410;0.0;0.00941014289855957;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(90, 60);invscaling;500000;adam +24.397.666.454.315.100;0.0;0.009158134460449219;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(90, 60);adaptive;500000;adam +0.3907341957092285;0.0;0.009071111679077148;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(90, 75);adaptive;500000;lbfgs +2.686.729.907.989.500;0.0;0.008805274963378906;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(90, 75);adaptive;500000;adam +23.896.610.736.846.900;0.0;0.008897066116333008;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(90, 90);constant;500000;adam +26.190.710.067.749.000;0.0;0.008183956146240234;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(90, 90);invscaling;500000;adam +2.258.404.016.494.750;0.0;0.007897138595581055;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(90, 90);adaptive;500000;adam +0.21094107627868652;0.0;0.009692907333374023;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(20, 20, 40);constant;500000;lbfgs +0.3256981372833252;0.0;0.008112907409667969;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(20, 20, 40);invscaling;500000;lbfgs +0.3561263084411621;0.0;0.007939815521240234;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(20, 20, 100);adaptive;500000;lbfgs +0.3794701099395752;0.0;0.009379863739013672;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(20, 40, 20);constant;500000;lbfgs +14.144.458.770.751.900;0.0;0.00916600227355957;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(20, 40, 20);constant;500000;adam +18.044.979.572.296.100;0.0;0.009639263153076172;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(20, 40, 100);invscaling;500000;adam +0.361602783203125;0.0;0.010272026062011719;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(20, 60, 60);constant;500000;lbfgs +19.899.709.224.700.900;0.0;0.01102590560913086;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(20, 60, 60);invscaling;500000;adam +15.842.598.915.100.000;0.0;0.008866071701049805;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(20, 60, 80);constant;500000;sgd +19.609.851.837.158.200;0.0;0.008714914321899414;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(20, 60, 100);constant;500000;adam +0.5845401287078857;0.0;0.008859872817993164;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(20, 60, 100);adaptive;500000;lbfgs +1.446.209.192.276.000;0.0;0.008906841278076172;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(20, 80, 20);adaptive;500000;adam +0.4422760009765625;0.0;0.008980989456176758;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(20, 80, 40);invscaling;500000;lbfgs +17.675.580.978.393.500;0.0;0.009260892868041992;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(20, 80, 40);invscaling;500000;adam +0.5424618721008301;0.0;0.00972604751586914;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(20, 80, 100);invscaling;500000;lbfgs +1.698.783.016.204.830;0.0;0.012504100799560547;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(20, 100, 40);constant;500000;sgd +0.5709598064422607;0.0;0.012560129165649414;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(20, 100, 60);constant;500000;lbfgs +1.937.640.905.380.240;0.0;0.009275197982788086;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(20, 100, 60);constant;500000;adam +25.436.580.181.121.800;0.0;0.009490013122558594;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(20, 100, 100);constant;500000;adam +0.28664684295654297;0.0;0.009087324142456055;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(40, 20, 80);invscaling;500000;lbfgs +1.628.262.996.673.580;0.0;0.008666038513183594;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(40, 20, 80);invscaling;500000;adam +12.905.521.392.822.200;0.0;0.008848905563354492;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(40, 20, 100);constant;500000;adam +1.299.379.825.592.040;0.0;0.008706092834472656;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(40, 20, 100);invscaling;500000;adam +0.32532310485839844;0.0;0.008822917938232422;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(40, 40, 40);adaptive;500000;lbfgs +1.413.949.966.430.660;0.0;0.00976419448852539;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(40, 40, 60);constant;500000;adam +12.177.741.527.557.300;0.0;0.008502721786499023;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(40, 40, 80);constant;500000;adam +0.3339121341705322;0.0;0.00864410400390625;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(40, 40, 100);invscaling;500000;lbfgs +163.304.660.320.282;0.0;0.009747028350830078;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(40, 60, 40);adaptive;500000;sgd +14.246.199.131.011.900;0.0;0.00886988639831543;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(40, 60, 40);adaptive;500000;adam +1.426.224.946.975.700;0.0;0.008730173110961914;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(40, 60, 60);adaptive;500000;adam +18.098.052.740.097.000;0.0;0.013462066650390625;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(40, 60, 80);constant;500000;sgd +21.333.326.816.558.800;0.0;0.009617090225219727;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(40, 60, 80);adaptive;500000;sgd +1.646.955.966.949.460;0.0;0.010743856430053711;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(40, 60, 80);adaptive;500000;adam +21.400.505.781.173.700;0.0;0.00925898551940918;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(40, 60, 100);adaptive;500000;sgd +15.911.556.959.152.200;0.0;0.013669967651367188;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(40, 80, 40);constant;500000;sgd +16.413.748.264.312.700;0.0;0.008996248245239258;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(40, 80, 60);adaptive;500000;adam +0.8393669128417969;0.0;0.013080120086669922;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(40, 100, 20);invscaling;500000;lbfgs +19.983.580.112.457.200;0.0;0.012987136840820312;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(40, 100, 40);invscaling;500000;adam +305.478.458.404.541;0.0;0.009167194366455078;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(40, 100, 80);constant;500000;sgd +23.197.999.000.549.300;0.0;0.023325204849243164;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(40, 100, 100);constant;500000;adam +18.245.158.195.495.600;0.0;0.00855708122253418;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(60, 20, 40);invscaling;500000;adam +0.5214271545410156;0.0;0.011588811874389648;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(60, 20, 60);invscaling;500000;lbfgs +2.212.545.156.478.880;0.0;0.0186309814453125;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(60, 20, 80);constant;500000;adam +13.973.829.746.246.300;0.0;0.00896000862121582;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(60, 40, 20);constant;500000;adam +1.294.538.974.761.960;0.0;0.008747100830078125;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(60, 40, 80);invscaling;500000;adam +15.787.360.668.182.300;0.0;0.012705087661743164;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(60, 60, 20);constant;500000;adam +1.645.517.611.503.600;0.0;0.018274784088134766;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(60, 60, 40);adaptive;500000;sgd +17.321.510.314.941.400;0.0;0.010944128036499023;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(60, 60, 40);adaptive;500000;adam +13.559.858.798.980.700;0.0;0.010549068450927734;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(60, 60, 80);constant;500000;adam +15.766.451.358.795.100;0.0;0.010087013244628906;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(60, 60, 100);constant;500000;adam +15.567.030.906.677.200;0.0;0.009126901626586914;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(60, 60, 100);invscaling;500000;adam +0.5643749237060547;0.0;0.009323835372924805;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(60, 80, 20);adaptive;500000;lbfgs +1.738.245.964.050.290;0.0;0.009161949157714844;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(60, 80, 20);adaptive;500000;adam +1.554.414.987.564.080;0.0;0.009186029434204102;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(60, 80, 40);invscaling;500000;adam +17.559.640.407.562.200;0.0;0.012217998504638672;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(60, 80, 60);constant;500000;adam +24.132.153.272.628.700;0.0;0.012001991271972656;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(60, 80, 100);constant;500000;sgd +17.647.910.118.103.000;0.0;0.009803056716918945;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(60, 80, 100);constant;500000;adam +15.974.960.327.148.400;0.0;0.009532928466796875;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(60, 80, 100);invscaling;500000;adam +15.999.407.768.249.500;0.0;0.009763240814208984;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(60, 80, 100);adaptive;500000;adam +0.5259430408477783;0.0;0.00991201400756836;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(60, 100, 20);constant;500000;lbfgs +17.027.440.071.105.900;0.0;0.009524106979370117;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(60, 100, 20);constant;500000;adam +0.6308140754699707;0.0;0.009626150131225586;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(60, 100, 40);constant;500000;lbfgs +0.9912052154541016;0.0;0.009701013565063477;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(60, 100, 80);constant;500000;lbfgs +0.8306927680969238;0.0;0.009502887725830078;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(60, 100, 80);adaptive;500000;lbfgs +1.646.925.926.208.490;0.0;0.009378910064697266;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(60, 100, 100);adaptive;500000;adam +16.740.760.803.222.600;0.0;0.009238004684448242;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 20, 20);adaptive;500000;adam +14.118.099.212.646.400;0.0;0.008951902389526367;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 20, 40);adaptive;500000;adam +12.458.701.133.728.000;0.0;0.00898885726928711;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 20, 60);constant;500000;adam +16.312.668.085.098.200;0.0;0.011364936828613281;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 20, 80);constant;500000;sgd +13.473.069.667.816.100;0.0;0.009182929992675781;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 20, 80);adaptive;500000;adam +1.638.481.855.392.450;0.0;0.010465145111083984;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 20, 100);constant;500000;adam +17.554.499.864.578.200;0.0;0.009181022644042969;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 20, 100);adaptive;500000;sgd +15.822.210.311.889.600;0.0;0.010323047637939453;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 40, 20);constant;500000;adam +1.586.313.009.262.080;0.0;0.009900093078613281;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 40, 20);adaptive;500000;adam +0.45455312728881836;0.0;0.010793924331665039;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 40, 40);constant;500000;lbfgs +1.480.294.942.855.830;0.0;0.010211944580078125;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 40, 40);constant;500000;adam +0.5043489933013916;0.0;0.011008977890014648;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 40, 60);constant;500000;lbfgs +15.684.311.389.923.000;0.0;0.009395837783813477;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 40, 60);adaptive;500000;adam +14.950.017.929.077.100;0.0;0.00913095474243164;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 40, 80);adaptive;500000;adam +0.643744945526123;0.0;0.01094818115234375;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 60, 20);adaptive;500000;lbfgs +1.473.506.212.234.490;0.0;0.012677669525146484;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 60, 40);invscaling;500000;adam +13.990.850.448.608.300;0.0;0.00976109504699707;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 60, 40);adaptive;500000;adam +14.075.758.457.183.800;0.0;0.010660171508789062;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 60, 60);constant;500000;adam +16.181.769.371.032.700;0.0;0.009989023208618164;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 60, 80);adaptive;500000;adam +14.304.211.139.678.900;0.0;0.009417057037353516;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 60, 100);adaptive;500000;adam +0.5383749008178711;0.0;0.009441852569580078;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 80, 40);invscaling;500000;lbfgs +1.679.905.891.418.450;0.0;0.010987043380737305;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 80, 40);adaptive;500000;adam +17.281.198.501.586.900;0.0;0.009418010711669922;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 80, 60);invscaling;500000;adam +2.114.361.596.107.480;0.0;0.009718179702758789;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 80, 60);adaptive;500000;sgd +21.336.328.983.306.800;0.0;0.009460210800170898;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 80, 80);adaptive;500000;sgd +15.925.791.263.580.300;0.0;0.00943899154663086;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 80, 80);adaptive;500000;adam +17.994.680.404.663.000;0.0;0.01699686050415039;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 80, 100);invscaling;500000;adam +17.334.070.205.688.400;0.0;0.009871721267700195;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 80, 100);adaptive;500000;adam +0.6384437084197998;0.0;0.009455204010009766;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 100, 20);adaptive;500000;lbfgs +16.312.239.170.074.400;0.0;0.010294914245605469;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 100, 40);constant;500000;adam +1.761.199.951.171.870;0.0;0.010256052017211914;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 100, 60);constant;500000;adam +1.587.144.374.847.410;0.0;0.010243654251098633;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 100, 60);invscaling;500000;adam +0.7257602214813232;0.0;0.009763002395629883;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 100, 80);invscaling;500000;lbfgs +17.891.240.119.934.000;0.0;0.010076045989990234;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(80, 100, 100);constant;500000;adam +1.196.840.763.092.040;0.0;0.008709192276000977;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 20, 20);constant;500000;sgd +15.481.898.784.637.400;0.0;0.009557008743286133;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 20, 20);constant;500000;adam +0.5217268466949463;0.0;0.014687299728393555;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 20, 20);invscaling;500000;lbfgs +0.2871689796447754;0.0;0.009569168090820312;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 20, 40);constant;500000;lbfgs +13.373.441.696.166.900;0.0;0.009331226348876953;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 20, 40);constant;500000;adam +14.393.904.685.974.100;0.0;0.008439064025878906;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 20, 60);constant;500000;sgd +1.456.268.072.128.290;0.0;0.009531736373901367;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 20, 60);constant;500000;adam +0.37140727043151855;0.0;0.009192943572998047;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 20, 80);invscaling;500000;lbfgs +0.5265471935272217;0.0;0.00914311408996582;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 20, 100);invscaling;500000;lbfgs +15.964.019.298.553.400;0.0;0.009535789489746094;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 40, 20);constant;500000;adam +0.36570286750793457;0.0;0.011646270751953125;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 40, 80);adaptive;500000;lbfgs +18.764.063.119.888.300;0.0;0.012290000915527344;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 40, 80);adaptive;500000;sgd +15.793.430.805.206.200;0.0;0.00909113883972168;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 60, 20);constant;500000;adam +17.303.913.116.455.000;0.0;0.009641885757446289;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 60, 40);constant;500000;sgd +16.578.199.863.433.800;0.0;0.009568929672241211;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 60, 40);invscaling;500000;adam +16.045.842.170.715.300;0.0;0.009608983993530273;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 60, 60);constant;500000;adam +14.371.967.315.673.800;0.0;0.009502410888671875;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 60, 60);invscaling;500000;adam +1.753.465.175.628.660;0.0;0.011313915252685547;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 60, 80);adaptive;500000;adam +1.787.843.680.381.770;0.0;0.009478092193603516;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 80, 20);constant;500000;sgd +1.600.268.840.789.790;0.0;0.009855031967163086;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 80, 20);constant;500000;adam +16.785.399.913.787.800;0.0;0.0098419189453125;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 80, 20);adaptive;500000;adam +14.910.120.964.050.200;0.0;0.009691715240478516;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 80, 40);adaptive;500000;adam +15.286.331.176.757.800;0.0;0.010202169418334961;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 80, 80);constant;500000;adam +1.800.417.184.829.710;0.0;0.009799003601074219;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 80, 100);invscaling;500000;adam +10.197.129.249.572.700;0.0;0.008907079696655273;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 80, 100);adaptive;500000;lbfgs +17.767.307.758.331.200;0.0;0.009887933731079102;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 100, 20);constant;500000;adam +17.148.067.951.202.300;0.0;0.01100301742553711;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 100, 20);adaptive;500000;adam +21.030.603.885.650.600;0.0;0.004775285720825195;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 100, 40);adaptive;500000;sgd +17.978.298.664.093.000;0.0;0.009267807006835938;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 100, 60);constant;500000;adam +0.9784231185913086;0.0;0.010230064392089844;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 100, 60);invscaling;500000;lbfgs +2.011.930.227.279.660;0.0;0.010019063949584961;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7962962962962963;0.7962962962962963;0.0;1204;0.8735632183908046;0.8735632183908046;0.0;686;1.0;1.0;0.0;1;0.8865979381443299;0.8865979381443299;0.0;686;MLPClassifier;;;;;;;relu;(100, 100, 60);adaptive;500000;adam +0.1926889419555664;0.0;0.013938188552856445;0.0;{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'sqrt'};0.8076923076923077;0.8076923076923077;0.0;4;0.8735632183908046;0.8735632183908046;0.0;2;0.9767441860465116;0.9767441860465116;0.0;1;0.8842105263157894;0.8842105263157894;0.0;2;RandomForestClassifier;;;entropy;;balanced;sqrt;;;;; +0.16245460510253906;0.0;0.014948129653930664;0.0;{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'sqrt'};0.8076923076923077;0.8076923076923077;0.0;4;0.8735632183908046;0.8735632183908046;0.0;2;0.9767441860465116;0.9767441860465116;0.0;1;0.8842105263157894;0.8842105263157894;0.0;2;RandomForestClassifier;;;gini;;balanced_subsample;sqrt;;;;; +0.25373315811157227;0.0;0.013070821762084961;0.0;{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'sqrt'};0.8076923076923077;0.8076923076923077;0.0;4;0.8735632183908046;0.8735632183908046;0.0;2;0.9767441860465116;0.9767441860465116;0.0;1;0.8842105263157894;0.8842105263157894;0.0;2;RandomForestClassifier;;;entropy;;balanced_subsample;sqrt;;;;; +0.10682272911071777;0.0;0.007661104202270508;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;30;constant;500000;lbfgs +0.13591814041137695;0.0;0.00935983657836914;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;55;constant;500000;lbfgs +0.239426851272583;0.0;0.007889032363891602;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;85;invscaling;500000;lbfgs +0.2977559566497803;0.0;0.007977008819580078;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;95;adaptive;500000;lbfgs +0.2777390480041504;0.0;0.008109092712402344;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;100;constant;500000;lbfgs +0.25649404525756836;0.0;0.007837057113647461;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;100;adaptive;500000;lbfgs +0.17647600173950195;0.0;0.010351896286010742;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(15, 15);invscaling;500000;lbfgs +0.26953887939453125;0.0;0.008758783340454102;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(45, 15);constant;500000;lbfgs +0.5177547931671143;0.0;0.008571863174438477;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(45, 90);constant;500000;lbfgs +0.3000199794769287;0.0;0.008440017700195312;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(60, 15);adaptive;500000;lbfgs +0.5530281066894531;0.0;0.009429931640625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(75, 30);constant;500000;lbfgs +0.9379489421844482;0.0;0.013436079025268555;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(75, 90);invscaling;500000;lbfgs +977.832.293.510.437;0.0;0.011291980743408203;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(20, 20, 20);invscaling;500000;adam +0.6940557956695557;0.0;0.010344982147216797;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(20, 20, 80);adaptive;500000;lbfgs +1.846.778.154.373.160;0.0;0.00925588607788086;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(20, 40, 100);invscaling;500000;lbfgs +7.030.876.159.667.960;0.0;0.008672952651977539;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(20, 100, 20);constant;500000;lbfgs +5.446.722.030.639.640;0.0;0.00940394401550293;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(20, 100, 40);invscaling;500000;lbfgs +18.169.128.894.805.900;0.0;0.008430004119873047;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(20, 100, 100);adaptive;500000;lbfgs +0.8494620323181152;0.0;0.008475780487060547;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(40, 20, 80);constant;500000;lbfgs +0.8539121150970459;0.0;0.008166790008544922;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(40, 40, 40);constant;500000;lbfgs +11.612.660.884.857.100;0.0;0.008566141128540039;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(40, 60, 40);invscaling;500000;lbfgs +18.202.359.676.361.000;0.0;0.009483098983764648;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(40, 80, 100);invscaling;500000;lbfgs +18.342.170.715.332.000;0.0;0.008713960647583008;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(40, 100, 80);constant;500000;lbfgs +2.198.483.943.939.200;0.0;0.009533882141113281;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(40, 100, 100);constant;500000;lbfgs +2.033.109.188.079.830;0.0;0.010010004043579102;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(60, 20, 60);invscaling;500000;lbfgs +11.858.561.038.970.900;0.0;0.008322954177856445;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(60, 40, 80);constant;500000;lbfgs +12.686.312.198.638.900;0.0;0.008794784545898438;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(60, 40, 100);adaptive;500000;lbfgs +18.654.580.116.271.900;0.0;0.009470939636230469;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(60, 60, 100);invscaling;500000;lbfgs +16.279.139.518.737.700;0.0;0.008706092834472656;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(60, 80, 60);constant;500000;lbfgs +27.872.331.142.425.500;0.0;0.010892629623413086;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(60, 100, 60);constant;500000;lbfgs +19.087.247.848.510.700;0.0;0.01007080078125;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(60, 100, 80);invscaling;500000;lbfgs +16.476.411.819.458.000;0.0;0.011001110076904297;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(80, 80, 60);invscaling;500000;lbfgs +11.522.178.649.902.300;0.0;0.008690834045410156;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(100, 20, 60);invscaling;500000;lbfgs +29.084.908.962.249.700;0.0;0.009693145751953125;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(100, 40, 80);constant;500000;lbfgs +1.474.430.799.484.250;0.0;0.010197162628173828;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(100, 40, 80);invscaling;500000;lbfgs +16.135.830.879.211.400;0.0;0.009367942810058594;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(100, 60, 20);constant;500000;lbfgs +4.776.843.786.239.620;0.0;0.009685039520263672;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(100, 60, 80);adaptive;500000;lbfgs +4.334.815.979.003.900;0.0;0.009919881820678711;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;logistic;(100, 80, 100);adaptive;500000;lbfgs +29.077.279.567.718.500;0.0;0.0072748661041259766;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;5;constant;500000;adam +0.055819034576416016;0.0;0.0066068172454833984;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;25;constant;500000;lbfgs +33.325.350.284.576.400;0.0;0.007512807846069336;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;25;adaptive;500000;adam +0.06407880783081055;0.0;0.0074481964111328125;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;50;adaptive;500000;lbfgs +0.08266496658325195;0.0;0.00767207145690918;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;55;constant;500000;lbfgs +4.550.972.938.537.590;0.0;0.008182048797607422;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;65;adaptive;500000;adam +0.0924067497253418;0.0;0.007827043533325195;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;70;invscaling;500000;lbfgs +49.671.783.447.265.600;0.0;0.010211706161499023;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;70;invscaling;500000;adam +0.09425783157348633;0.0;0.008013248443603516;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;75;constant;500000;lbfgs +0.12239193916320801;0.0;0.008398056030273438;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;90;invscaling;500000;lbfgs +5.664.493.083.953.850;0.0;0.009480953216552734;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;100;adaptive;500000;adam +35.408.380.031.585.600;0.0;0.00860905647277832;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(15, 15);adaptive;500000;adam +0.3427550792694092;0.0;0.008359909057617188;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(15, 30);constant;500000;lbfgs +29.189.281.463.623.000;0.0;0.007822751998901367;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(30, 15);constant;500000;adam +0.09052395820617676;0.0;0.009224176406860352;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(30, 30);adaptive;500000;lbfgs +0.11588501930236816;0.0;0.007832050323486328;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(30, 45);constant;500000;lbfgs +35.416.619.777.679.400;0.0;0.008151054382324219;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(30, 60);adaptive;500000;adam +39.354.989.528.656.000;0.0;0.008826971054077148;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(30, 75);invscaling;500000;adam +4.563.219.785.690.300;0.0;0.009493112564086914;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(30, 90);constant;500000;adam +31.521.718.502.044.600;0.0;0.00799417495727539;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(45, 15);adaptive;500000;adam +0.1188669204711914;0.0;0.008734941482543945;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(45, 30);constant;500000;lbfgs +35.407.958.030.700.600;0.0;0.013309240341186523;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(45, 60);constant;500000;adam +3.808.962.106.704.710;0.0;0.008400917053222656;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(45, 75);constant;500000;adam +0.2882859706878662;0.0;0.008688688278198242;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(45, 90);adaptive;500000;lbfgs +3.204.648.971.557.610;0.0;0.012609004974365234;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 15);adaptive;500000;adam +33.097.448.348.999.000;0.0;0.008176088333129883;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 45);constant;500000;adam +36.988.561.153.411.800;0.0;0.008450031280517578;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 60);adaptive;500000;adam +4.138.878.107.070.920;0.0;0.01004481315612793;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 75);invscaling;500000;adam +4.547.172.784.805.290;0.0;0.010058879852294922;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 75);adaptive;500000;adam +0.32778215408325195;0.0;0.009074926376342773;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 90);constant;500000;lbfgs +4.476.100.921.630.850;0.0;0.008835077285766602;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 90);constant;500000;adam +4.478.523.015.975.950;0.0;0.013353824615478516;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 90);invscaling;500000;adam +3.483.227.014.541.620;0.0;0.00887298583984375;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(75, 15);constant;500000;adam +0.1889653205871582;0.0;0.009142637252807617;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(75, 30);invscaling;500000;lbfgs +0.20075702667236328;0.0;0.011801719665527344;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(75, 30);adaptive;500000;lbfgs +30.433.568.954.467.700;0.0;0.009241104125976562;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(75, 30);adaptive;500000;adam +3.874.748.706.817.620;0.0;0.009157180786132812;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(75, 45);adaptive;500000;adam +39.826.278.686.523.400;0.0;0.009248018264770508;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(75, 60);invscaling;500000;adam +0.28694772720336914;0.0;0.010609149932861328;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(90, 15);invscaling;500000;lbfgs +40.455.710.887.908.900;0.0;0.009620904922485352;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(90, 45);constant;500000;adam +0.3458130359649658;0.0;0.010262012481689453;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(90, 75);constant;500000;lbfgs +0.3231208324432373;0.0;0.009328126907348633;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(90, 75);invscaling;500000;lbfgs +4.418.591.022.491.450;0.0;0.010002851486206055;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(90, 75);adaptive;500000;adam +0.4326050281524658;0.0;0.009256839752197266;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(90, 90);constant;500000;lbfgs +4.839.890.003.204.340;0.0;0.008311033248901367;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(90, 90);constant;500000;adam +0.3930490016937256;0.0;0.01658320426940918;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(90, 90);invscaling;500000;lbfgs +0.4120211601257324;0.0;0.010214090347290039;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(90, 90);adaptive;500000;lbfgs +25.779.898.166.656.400;0.0;0.008041858673095703;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(20, 20, 40);constant;500000;adam +2.931.396.007.537.840;0.0;0.008053064346313477;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(20, 20, 100);constant;500000;adam +23.756.320.476.531.900;0.0;0.008698701858520508;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(20, 40, 20);constant;500000;adam +33.727.309.703.826.900;0.0;0.009652137756347656;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(20, 40, 40);constant;500000;adam +0.3736238479614258;0.0;0.008455991744995117;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(20, 40, 100);invscaling;500000;lbfgs +2.126.017.689.704.890;0.0;0.008815288543701172;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(20, 40, 100);adaptive;500000;sgd +0.34145092964172363;0.0;0.00845479965209961;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(20, 60, 60);constant;500000;lbfgs +38.597.500.324.249.200;0.0;0.00912785530090332;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(20, 60, 60);adaptive;500000;adam +3.676.860.809.326.170;0.0;0.00902700424194336;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(20, 60, 80);adaptive;500000;adam +47.042.810.916.900.600;0.0;0.008400917053222656;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(20, 60, 100);adaptive;500000;adam +0.3929100036621094;0.0;0.008958101272583008;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(20, 80, 20);constant;500000;lbfgs +0.3900148868560791;0.0;0.008375167846679688;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(20, 80, 60);invscaling;500000;lbfgs +434.223.198.890.686;0.0;0.009295940399169922;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(20, 80, 60);adaptive;500000;adam +2.101.052.474.975.580;0.0;0.00820302963256836;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(20, 100, 20);adaptive;500000;sgd +0.5900061130523682;0.0;0.009581804275512695;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(20, 100, 60);adaptive;500000;lbfgs +5.723.217.010.498.040;0.0;0.009425163269042969;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(20, 100, 60);adaptive;500000;adam +28.651.959.896.087.600;0.0;0.009059906005859375;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(40, 20, 80);constant;500000;adam +3.146.555.185.317.990;0.0;0.008399009704589844;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(40, 40, 20);invscaling;500000;adam +0.21460199356079102;0.0;0.008974075317382812;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(40, 40, 20);adaptive;500000;lbfgs +3.876.006.841.659.540;0.0;0.008966207504272461;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(40, 40, 100);constant;500000;adam +34.888.298.511.505.100;0.0;0.00952911376953125;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(40, 60, 40);constant;500000;adam +4.187.836.170.196.530;0.0;0.016798019409179688;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(40, 60, 100);invscaling;500000;adam +30.910.627.841.949.400;0.0;0.010477066040039062;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(40, 80, 20);constant;500000;adam +0.3839409351348877;0.0;0.008877992630004883;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(40, 80, 60);adaptive;500000;lbfgs +4.257.605.075.836.180;0.0;0.009412765502929688;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(40, 80, 80);adaptive;500000;adam +0.6526196002960205;0.0;0.009663105010986328;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(40, 80, 100);invscaling;500000;lbfgs +0.4855029582977295;0.0;0.009213924407958984;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(40, 100, 20);adaptive;500000;lbfgs +0.4654850959777832;0.0;0.009243965148925781;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(40, 100, 40);adaptive;500000;lbfgs +3.624.472.141.265.860;0.0;0.009724855422973633;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(40, 100, 40);adaptive;500000;adam +0.8821611404418945;0.0;0.009892940521240234;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(40, 100, 100);invscaling;500000;lbfgs +0.2715950012207031;0.0;0.01324605941772461;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 20, 20);invscaling;500000;lbfgs +25.817.859.172.821.000;0.0;0.008311033248901367;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 20, 20);adaptive;500000;adam +28.845.272.064.208.900;0.0;0.015366792678833008;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 20, 60);constant;500000;adam +0.2890770435333252;0.0;0.00860285758972168;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 20, 80);constant;500000;lbfgs +0.29482007026672363;0.0;0.008666753768920898;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 20, 80);invscaling;500000;lbfgs +350.221.586.227.417;0.0;0.012889862060546875;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 20, 80);invscaling;500000;adam +3.241.145.133.972.160;0.0;0.013772964477539062;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 20, 80);adaptive;500000;adam +372.367.000.579.834;0.0;0.012579917907714844;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 20, 100);constant;500000;adam +3.328.636.884.689.330;0.0;0.01238107681274414;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 40, 20);invscaling;500000;adam +34.097.511.768.341.000;0.0;0.012486934661865234;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 40, 40);constant;500000;adam +340.742.564.201.355;0.0;0.01283407211303711;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 40, 60);invscaling;500000;adam +4.180.917.978.286.740;0.0;0.013057231903076172;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 60, 20);invscaling;500000;adam +0.36245226860046387;0.0;0.011538982391357422;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 60, 40);constant;500000;lbfgs +39.915.928.840.637.200;0.0;0.02561211585998535;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 60, 40);constant;500000;adam +0.4266021251678467;0.0;0.013855934143066406;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 60, 40);invscaling;500000;lbfgs +0.37004518508911133;0.0;0.012391805648803711;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 60, 40);adaptive;500000;lbfgs +38.826.301.097.869.800;0.0;0.012813091278076172;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 60, 60);invscaling;500000;adam +0.5500009059906006;0.0;0.014238119125366211;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 60, 60);adaptive;500000;lbfgs +38.378.188.610.076.900;0.0;0.008810997009277344;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 80, 40);adaptive;500000;adam +37.344.822.883.605.900;0.0;0.008970975875854492;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 80, 60);adaptive;500000;adam +35.603.280.067.443.800;0.0;0.00919795036315918;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 100, 20);constant;500000;adam +4.147.367.238.998.410;0.0;0.009284734725952148;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 100, 20);adaptive;500000;adam +526.092.791.557.312;0.0;0.009517192840576172;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 100, 100);constant;500000;adam +49.634.411.334.991.400;0.0;0.009285926818847656;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(60, 100, 100);invscaling;500000;adam +2.340.101.718.902.580;0.0;0.008982181549072266;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(80, 20, 20);adaptive;500000;adam +25.286.200.046.539.300;0.0;0.008893966674804688;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(80, 20, 40);constant;500000;adam +0.36461687088012695;0.0;0.009045124053955078;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(80, 20, 60);invscaling;500000;lbfgs +2.785.353.183.746.330;0.0;0.011651754379272461;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(80, 40, 20);adaptive;500000;adam +0.3073279857635498;0.0;0.011187314987182617;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(80, 40, 40);adaptive;500000;lbfgs +31.386.401.653.289.700;0.0;0.009268999099731445;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(80, 40, 60);adaptive;500000;adam +0.42781710624694824;0.0;0.009265899658203125;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(80, 40, 80);constant;500000;lbfgs +3.122.976.064.682.000;0.0;0.009994268417358398;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(80, 40, 80);invscaling;500000;adam +31.262.998.580.932.600;0.0;0.00960683822631836;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(80, 40, 100);constant;500000;adam +3.530.766.010.284.420;0.0;0.006923198699951172;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(80, 40, 100);adaptive;500000;adam +32.081.568.241.119.300;0.0;0.009845972061157227;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(80, 60, 40);adaptive;500000;adam +3.150.485.038.757.320;0.0;0.009437084197998047;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(80, 60, 60);constant;500000;adam +3.552.304.983.139.030;0.0;0.01013493537902832;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(80, 60, 100);constant;500000;adam +3.191.502.094.268.790;0.0;0.013378143310546875;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(80, 80, 20);invscaling;500000;adam +0.4629969596862793;0.0;0.007727146148681641;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(80, 80, 40);invscaling;500000;lbfgs +37.556.588.649.749.700;0.0;0.009851217269897461;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(80, 80, 40);adaptive;500000;adam +0.585076093673706;0.0;0.014134883880615234;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(80, 80, 60);constant;500000;lbfgs +0.49245405197143555;0.0;0.014204978942871094;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(80, 80, 60);adaptive;500000;lbfgs +4.460.669.040.679.930;0.0;0.01014399528503418;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(80, 80, 80);constant;500000;adam +3.403.190.851.211.540;0.0;0.013659000396728516;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(80, 80, 80);adaptive;500000;adam +4.133.784.055.709.830;0.0;0.0102691650390625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(80, 80, 100);invscaling;500000;adam +3.799.753.189.086.910;0.0;0.008723974227905273;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(80, 80, 100);adaptive;500000;adam +0.644568920135498;0.0;0.011389017105102539;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(80, 100, 20);invscaling;500000;lbfgs +0.6987910270690918;0.0;0.009970903396606445;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(80, 100, 80);invscaling;500000;lbfgs +47.864.320.278.167.700;0.0;0.009802818298339844;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(80, 100, 80);invscaling;500000;adam +0.8488500118255615;0.0;0.00882411003112793;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(80, 100, 100);adaptive;500000;lbfgs +2.493.736.982.345.580;0.0;0.018006086349487305;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(100, 20, 40);constant;500000;adam +2.567.857.265.472.410;0.0;0.009888887405395508;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(100, 20, 60);invscaling;500000;adam +2.483.285.903.930.660;0.0;0.009501934051513672;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(100, 20, 60);adaptive;500000;adam +22.180.371.284.484.800;0.0;0.009220123291015625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(100, 20, 80);constant;500000;adam +0.32018518447875977;0.0;0.009037971496582031;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(100, 20, 80);adaptive;500000;lbfgs +0.2939000129699707;0.0;0.009595155715942383;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(100, 40, 40);invscaling;500000;lbfgs +2.902.729.034.423.820;0.0;0.009536027908325195;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(100, 40, 40);invscaling;500000;adam +0.38117384910583496;0.0;0.00897216796875;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(100, 40, 60);constant;500000;lbfgs +35.948.221.683.502.100;0.0;0.018453121185302734;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(100, 40, 60);adaptive;500000;adam +3.486.766.815.185.540;0.0;0.009353160858154297;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(100, 60, 40);adaptive;500000;adam +3.094.295.024.871.820;0.0;0.009897947311401367;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(100, 60, 80);adaptive;500000;adam +33.524.110.317.230.200;0.0;0.01285099983215332;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(100, 80, 40);adaptive;500000;adam +4.463.781.833.648.680;0.0;0.010452032089233398;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(100, 80, 100);invscaling;500000;adam +41.879.589.557.647.700;0.0;0.011806011199951172;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(100, 100, 20);invscaling;500000;adam +4.655.634.880.065.910;0.0;0.010367870330810547;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(100, 100, 60);constant;500000;adam +0.8082940578460693;0.0;0.01092982292175293;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;tanh;(100, 100, 60);invscaling;500000;lbfgs +0.1902179718017578;0.0;0.00863194465637207;0.0;{'activation': 'relu', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;10;invscaling;500000;lbfgs +0.25810909271240234;0.0;0.0076711177825927734;0.0;{'activation': 'relu', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;10;adaptive;500000;lbfgs +0.08861899375915527;0.0;0.00775599479675293;0.0;{'activation': 'relu', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;20;constant;500000;lbfgs +0.08466696739196777;0.0;0.0064198970794677734;0.0;{'activation': 'relu', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;30;adaptive;500000;lbfgs +0.11355090141296387;0.0;0.008498907089233398;0.0;{'activation': 'relu', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;35;adaptive;500000;lbfgs +0.0950930118560791;0.0;0.00722813606262207;0.0;{'activation': 'relu', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;45;invscaling;500000;lbfgs +0.11393117904663086;0.0;0.009397029876708984;0.0;{'activation': 'relu', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;50;invscaling;500000;lbfgs +0.11900997161865234;0.0;0.007628202438354492;0.0;{'activation': 'relu', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;70;constant;500000;lbfgs +30.205.111.503.601.000;0.0;0.008269786834716797;0.0;{'activation': 'relu', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;85;adaptive;500000;adam +0.1494748592376709;0.0;0.00807499885559082;0.0;{'activation': 'relu', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;90;adaptive;500000;lbfgs +0.13561487197875977;0.0;0.00782012939453125;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(15, 15);adaptive;500000;lbfgs +19.601.459.503.173.800;0.0;0.007481098175048828;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(15, 45);constant;500000;adam +0.09718704223632812;0.0;0.007481098175048828;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(15, 45);invscaling;500000;lbfgs +0.12834882736206055;0.0;0.007117033004760742;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(15, 45);adaptive;500000;lbfgs +0.18622303009033203;0.0;0.008152008056640625;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(15, 75);adaptive;500000;lbfgs +2.103.034.019.470.210;0.0;0.0076580047607421875;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(30, 15);adaptive;500000;adam +20.542.750.358.581.500;0.0;0.0074880123138427734;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(30, 30);adaptive;500000;adam +0.19486689567565918;0.0;0.008039236068725586;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(30, 90);constant;500000;lbfgs +0.2575240135192871;0.0;0.010387897491455078;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(30, 90);adaptive;500000;lbfgs +0.16025900840759277;0.0;0.008291959762573242;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(60, 15);constant;500000;lbfgs +0.18631720542907715;0.0;0.010565042495727539;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(60, 45);adaptive;500000;lbfgs +1.973.310.947.418.210;0.0;0.014677047729492188;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(60, 60);invscaling;500000;adam +18.533.878.326.416.000;0.0;0.008552312850952148;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(60, 60);adaptive;500000;adam +0.22548389434814453;0.0;0.00830388069152832;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(75, 15);invscaling;500000;lbfgs +1.908.372.163.772.580;0.0;0.00864100456237793;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(75, 30);invscaling;500000;adam +0.3518211841583252;0.0;0.00893402099609375;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(75, 75);invscaling;500000;lbfgs +20.843.749.046.325.600;0.0;0.012347936630249023;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(90, 15);adaptive;500000;adam +0.3753678798675537;0.0;0.008463144302368164;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(90, 60);constant;500000;lbfgs +26.905.269.622.802.700;0.0;0.009225130081176758;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(90, 60);constant;500000;adam +10.356.564.998.626.700;0.0;0.008238792419433594;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(20, 20, 20);constant;500000;sgd +18.784.770.965.576.100;0.0;0.008151054382324219;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(20, 20, 20);adaptive;500000;adam +0.31747913360595703;0.0;0.00797128677368164;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(20, 20, 80);adaptive;500000;lbfgs +0.2584798336029053;0.0;0.007689237594604492;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(20, 20, 100);constant;500000;lbfgs +0.2576730251312256;0.0;0.009258031845092773;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(20, 40, 20);invscaling;500000;lbfgs +0.3152122497558594;0.0;0.007868051528930664;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(20, 40, 40);invscaling;500000;lbfgs +16.392.467.021.942.100;0.0;0.008394002914428711;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(20, 40, 40);invscaling;500000;adam +16.509.151.458.740.200;0.0;0.008336067199707031;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(20, 40, 60);adaptive;500000;adam +0.31351613998413086;0.0;0.00924062728881836;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(20, 40, 80);constant;500000;lbfgs +1.799.846.887.588.500;0.0;0.009988069534301758;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(20, 60, 40);constant;500000;adam +1.735.414.981.842.040;0.0;0.008563041687011719;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(20, 60, 60);constant;500000;adam +0.4140431880950928;0.0;0.01028585433959961;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(20, 60, 60);invscaling;500000;lbfgs +2.252.662.181.854.240;0.0;0.009751081466674805;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(20, 80, 20);constant;500000;adam +0.5177121162414551;0.0;0.008934736251831055;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(20, 80, 80);invscaling;500000;lbfgs +0.4878997802734375;0.0;0.009016036987304688;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(20, 80, 100);adaptive;500000;lbfgs +0.4671449661254883;0.0;0.008981943130493164;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(20, 100, 40);adaptive;500000;lbfgs +0.5577850341796875;0.0;0.009227991104125977;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(20, 100, 80);adaptive;500000;lbfgs +1.249.333.381.652.830;0.0;0.008480072021484375;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(40, 20, 40);invscaling;500000;adam +11.864.919.662.475.500;0.0;0.008738994598388672;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(40, 20, 60);constant;500000;adam +0.3802919387817383;0.0;0.00985407829284668;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(40, 20, 80);adaptive;500000;lbfgs +0.34148097038269043;0.0;0.012843847274780273;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(40, 40, 20);constant;500000;lbfgs +1.442.277.193.069.450;0.0;0.008281707763671875;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(40, 40, 20);constant;500000;adam +15.703.630.447.387.600;0.0;0.008709907531738281;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(40, 40, 20);adaptive;500000;adam +0.2732388973236084;0.0;0.00869607925415039;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(40, 40, 40);constant;500000;lbfgs +0.28127098083496094;0.0;0.008599996566772461;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(40, 40, 60);invscaling;500000;lbfgs +13.292.269.706.726.000;0.0;0.008846044540405273;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(40, 40, 80);invscaling;500000;adam +0.29151201248168945;0.0;0.008559942245483398;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(40, 40, 80);adaptive;500000;lbfgs +0.39241600036621094;0.0;0.008935213088989258;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(40, 60, 40);constant;500000;lbfgs +0.34186220169067383;0.0;0.008477926254272461;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(40, 60, 40);adaptive;500000;lbfgs +0.4103841781616211;0.0;0.010303974151611328;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(40, 60, 80);constant;500000;lbfgs +17.145.929.336.547.800;0.0;0.009627103805541992;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(40, 60, 80);invscaling;500000;adam +0.6185908317565918;0.0;0.009552955627441406;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(40, 60, 100);invscaling;500000;lbfgs +16.921.360.492.706.200;0.0;0.011474132537841797;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(40, 60, 100);invscaling;500000;adam +1.608.371.901.512.140;0.0;0.009167909622192383;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(40, 80, 20);constant;500000;sgd +14.120.519.161.224.300;0.0;0.008611917495727539;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(40, 80, 40);constant;500000;adam +135.270.094.871.521;0.0;0.010592937469482422;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(40, 80, 40);invscaling;500000;adam +0.45888209342956543;0.0;0.00974893569946289;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(40, 100, 20);constant;500000;lbfgs +2.127.639.055.252.070;0.0;0.018193960189819336;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(40, 100, 20);invscaling;500000;adam +0.9884979724884033;0.0;0.008786916732788086;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(40, 100, 20);adaptive;500000;lbfgs +0.6853370666503906;0.0;0.009982824325561523;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(40, 100, 80);adaptive;500000;lbfgs +0.7974698543548584;0.0;0.009337186813354492;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(40, 100, 100);constant;500000;lbfgs +0.811539888381958;0.0;0.010154008865356445;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(40, 100, 100);adaptive;500000;lbfgs +0.4176650047302246;0.0;0.009670734405517578;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(60, 20, 20);constant;500000;lbfgs +0.2735259532928467;0.0;0.011828899383544922;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(60, 20, 80);constant;500000;lbfgs +0.3168020248413086;0.0;0.008928060531616211;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(60, 40, 20);constant;500000;lbfgs +12.852.420.806.884.700;0.0;0.008841991424560547;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(60, 40, 40);invscaling;500000;adam +0.505316972732544;0.0;0.014821052551269531;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(60, 40, 80);constant;500000;lbfgs +0.32415103912353516;0.0;0.009743690490722656;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(60, 60, 20);invscaling;500000;lbfgs +1.431.304.931.640.620;0.0;0.009217977523803711;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(60, 60, 20);invscaling;500000;adam +0.4305288791656494;0.0;0.009791135787963867;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(60, 60, 40);adaptive;500000;lbfgs +16.185.147.762.298.500;0.0;0.013798236846923828;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(60, 60, 80);adaptive;500000;adam +13.195.178.508.758.500;0.0;0.009711027145385742;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(80, 20, 20);constant;500000;adam +19.427.790.641.784.600;0.0;0.010228872299194336;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(80, 40, 20);invscaling;500000;adam +14.316.395.998.001.000;0.0;0.010979175567626953;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(80, 40, 40);constant;500000;sgd +0.4652879238128662;0.0;0.008867979049682617;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(80, 40, 40);invscaling;500000;lbfgs +13.891.808.986.663.800;0.0;0.011521100997924805;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(80, 40, 60);invscaling;500000;adam +14.972.379.207.611.000;0.0;0.0091400146484375;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(80, 40, 100);invscaling;500000;adam +13.770.489.692.687.900;0.0;0.010897159576416016;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(80, 40, 100);adaptive;500000;adam +16.439.650.058.746.300;0.0;0.009447813034057617;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(80, 60, 20);constant;500000;adam +0.3760247230529785;0.0;0.010998010635375977;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(80, 60, 40);constant;500000;lbfgs +0.674644947052002;0.0;0.009259223937988281;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(80, 60, 100);adaptive;500000;lbfgs +0.45467591285705566;0.0;0.009575366973876953;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(80, 80, 20);invscaling;500000;lbfgs +0.5625741481781006;0.0;0.019929885864257812;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(80, 80, 60);invscaling;500000;lbfgs +19.206.719.398.498.500;0.0;0.009654998779296875;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(80, 100, 20);invscaling;500000;adam +15.384.750.366.210.900;0.0;0.01084589958190918;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(80, 100, 20);adaptive;500000;adam +0.5934879779815674;0.0;0.00928807258605957;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(80, 100, 40);invscaling;500000;lbfgs +0.6665270328521729;0.0;0.010211944580078125;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(80, 100, 60);adaptive;500000;lbfgs +18.107.330.799.102.700;0.0;0.009882926940917969;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(80, 100, 80);invscaling;500000;adam +0.969703197479248;0.0;0.010007858276367188;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(80, 100, 100);constant;500000;lbfgs +0.87764573097229;0.0;0.01041412353515625;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(80, 100, 100);invscaling;500000;lbfgs +0.5874741077423096;0.0;0.014010906219482422;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(100, 20, 20);constant;500000;lbfgs +0.3111612796783447;0.0;0.008873939514160156;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(100, 20, 20);adaptive;500000;lbfgs +16.420.249.938.964.800;0.0;0.009894847869873047;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(100, 20, 20);adaptive;500000;adam +0.36679792404174805;0.0;0.009330034255981445;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(100, 20, 40);adaptive;500000;lbfgs +15.723.278.522.491.400;0.0;0.009473085403442383;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(100, 20, 40);adaptive;500000;adam +14.598.281.383.514.400;0.0;0.009486913681030273;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(100, 20, 100);constant;500000;adam +0.4099428653717041;0.0;0.009122848510742188;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(100, 20, 100);adaptive;500000;lbfgs +0.38092589378356934;0.0;0.009691953659057617;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(100, 40, 20);constant;500000;lbfgs +0.45118021965026855;0.0;0.009370088577270508;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(100, 40, 60);adaptive;500000;lbfgs +0.5483407974243164;0.0;0.009214162826538086;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(100, 40, 100);invscaling;500000;lbfgs +1.408.646.821.975.700;0.0;0.016016244888305664;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(100, 40, 100);adaptive;500000;adam +0.40122270584106445;0.0;0.009437322616577148;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(100, 60, 20);adaptive;500000;lbfgs +0.5327310562133789;0.0;0.009343862533569336;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(100, 60, 60);constant;500000;lbfgs +0.7268719673156738;0.0;0.009992837905883789;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(100, 60, 60);adaptive;500000;lbfgs +0.5664777755737305;0.0;0.009391069412231445;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(100, 60, 80);constant;500000;lbfgs +15.459.098.815.917.900;0.0;0.008459091186523438;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(100, 60, 80);invscaling;500000;adam +0.5986850261688232;0.0;0.009366035461425781;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(100, 60, 80);adaptive;500000;lbfgs +1.676.011.085.510.250;0.0;0.00987696647644043;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(100, 80, 20);invscaling;500000;adam +0.8236699104309082;0.0;0.012977123260498047;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(100, 80, 40);invscaling;500000;lbfgs +16.019.790.172.576.900;0.0;0.009624958038330078;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(100, 80, 40);invscaling;500000;adam +0.7295281887054443;0.0;0.011512994766235352;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(100, 80, 80);constant;500000;lbfgs +0.8802790641784668;0.0;0.015761137008666992;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(100, 80, 80);adaptive;500000;lbfgs +0.5719521045684814;0.0;0.010037899017333984;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(100, 100, 20);invscaling;500000;lbfgs +18.723.559.379.577.600;0.0;0.010100126266479492;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(100, 100, 80);constant;500000;adam +1.112.334.966.659.540;0.0;0.010715007781982422;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(100, 100, 80);invscaling;500000;lbfgs +1.013.519.048.690.790;0.0;0.012063026428222656;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8076923076923077;0.8076923076923077;0.0;787;0.8735632183908046;0.8735632183908046;0.0;686;0.9767441860465116;0.9767441860465116;0.0;1284;0.8842105263157894;0.8842105263157894;0.0;968;MLPClassifier;;;;;;;relu;(100, 100, 100);adaptive;500000;lbfgs +0.18570494651794434;0.0;0.017193078994750977;0.0;{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'log2'};0.82;0.82;0.0;2;0.8735632183908046;0.8735632183908046;0.0;2;0.9534883720930233;0.9534883720930233;0.0;4;0.8817204301075269;0.8817204301075269;0.0;5;RandomForestClassifier;;;gini;;balanced;log2;;;;; +0.13170099258422852;0.0;0.010632991790771484;0.0;{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'log2'};0.82;0.82;0.0;2;0.8735632183908046;0.8735632183908046;0.0;2;0.9534883720930233;0.9534883720930233;0.0;4;0.8817204301075269;0.8817204301075269;0.0;5;RandomForestClassifier;;;entropy;;balanced;log2;;;;; +0.5891411304473877;0.0;0.009774923324584961;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;logistic;(15, 30);invscaling;500000;lbfgs +0.8390488624572754;0.0;0.00944209098815918;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;logistic;(75, 45);invscaling;500000;lbfgs +1.328.571.081.161.490;0.0;0.009585142135620117;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;logistic;(20, 40, 20);adaptive;500000;lbfgs +13.026.327.133.178.700;0.0;0.008760929107666016;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;logistic;(20, 40, 80);constant;500000;lbfgs +2.068.058.967.590.330;0.0;0.008713960647583008;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;logistic;(20, 40, 100);constant;500000;lbfgs +0.5985910892486572;0.0;0.00872492790222168;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;logistic;(20, 60, 40);adaptive;500000;lbfgs +31.453.821.659.088.100;0.0;0.009125709533691406;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;logistic;(20, 60, 80);constant;500000;lbfgs +0.9269800186157227;0.0;0.010038137435913086;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;logistic;(20, 80, 20);adaptive;500000;lbfgs +0.9238300323486328;0.0;0.009018898010253906;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;logistic;(40, 20, 80);adaptive;500000;lbfgs +3.047.250.986.099.240;0.0;0.00897669792175293;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;logistic;(80, 20, 100);invscaling;500000;lbfgs +1.832.237.720.489.500;0.0;0.0134429931640625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;logistic;(80, 40, 60);adaptive;500000;lbfgs +2.003.103.017.807.000;0.0;0.00910806655883789;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;logistic;(80, 60, 100);invscaling;500000;lbfgs +17.829.899.787.902.800;0.0;0.009058952331542969;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;logistic;(80, 100, 40);constant;500000;lbfgs +5.736.541.748.046.870;0.0;0.009215116500854492;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;logistic;(80, 100, 60);adaptive;500000;lbfgs +2.059.067.964.553.830;0.0;0.008903741836547852;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;logistic;(100, 20, 100);invscaling;500000;lbfgs +2.358.891.010.284.420;0.0;0.008416175842285156;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;logistic;(100, 40, 20);constant;500000;lbfgs +17.144.708.633.422.800;0.0;0.009431123733520508;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;logistic;(100, 60, 40);constant;500000;lbfgs +3.986.243.963.241.570;0.0;0.009086847305297852;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;logistic;(100, 80, 20);invscaling;500000;lbfgs +0.09065914154052734;0.0;0.007676839828491211;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;tanh;60;invscaling;500000;lbfgs +0.10038995742797852;0.0;0.008192062377929688;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;tanh;75;adaptive;500000;lbfgs +0.1862010955810547;0.0;0.008746147155761719;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;tanh;(90, 30);adaptive;500000;lbfgs +24.779.789.447.784.400;0.0;0.008120059967041016;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;tanh;(20, 20, 60);adaptive;500000;adam +4.210.426.092.147.820;0.0;0.010880708694458008;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;tanh;(20, 60, 80);invscaling;500000;adam +2.540.005.922.317.500;0.0;0.008460044860839844;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;tanh;(40, 20, 60);constant;500000;adam +0.22185111045837402;0.0;0.009489774703979492;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;tanh;(40, 40, 60);adaptive;500000;lbfgs +0.4576871395111084;0.0;0.009333610534667969;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;tanh;(40, 60, 80);constant;500000;lbfgs +11.078.240.871.429.400;0.0;0.01645207405090332;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;tanh;(40, 100, 100);adaptive;500000;lbfgs +0.264415979385376;0.0;0.012816905975341797;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;tanh;(60, 40, 20);invscaling;500000;lbfgs +0.4163670539855957;0.0;0.012650012969970703;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;tanh;(60, 40, 100);constant;500000;lbfgs +0.5532491207122803;0.0;0.00745701789855957;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;tanh;(60, 80, 60);adaptive;500000;lbfgs +0.6893482208251953;0.0;0.008960962295532227;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;tanh;(60, 100, 20);constant;500000;lbfgs +0.3109588623046875;0.0;0.010128259658813477;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;tanh;(80, 20, 80);constant;500000;lbfgs +0.3426811695098877;0.0;0.014200925827026367;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;tanh;(80, 20, 100);constant;500000;lbfgs +0.35894107818603516;0.0;0.010947942733764648;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;tanh;(100, 40, 40);constant;500000;lbfgs +0.43201589584350586;0.0;0.01547694206237793;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;tanh;(100, 60, 40);adaptive;500000;lbfgs +0.0782921314239502;0.0;0.007169008255004883;0.0;{'activation': 'relu', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;relu;30;invscaling;500000;lbfgs +0.10047197341918945;0.0;0.0076100826263427734;0.0;{'activation': 'relu', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;relu;55;invscaling;500000;lbfgs +0.1339249610900879;0.0;0.010389089584350586;0.0;{'activation': 'relu', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;relu;80;adaptive;500000;lbfgs +0.22910118103027344;0.0;0.008373022079467773;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;relu;(20, 20, 20);adaptive;500000;lbfgs +17.292.232.513.427.700;0.0;0.008003950119018555;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;relu;(20, 20, 80);invscaling;500000;adam +0.4140181541442871;0.0;0.009141921997070312;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;relu;(20, 40, 100);adaptive;500000;lbfgs +0.6044139862060547;0.0;0.009943723678588867;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;relu;(20, 80, 80);adaptive;500000;lbfgs +0.5924019813537598;0.0;0.009099006652832031;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;relu;(20, 100, 60);invscaling;500000;lbfgs +0.35776209831237793;0.0;0.009119033813476562;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;relu;(40, 80, 20);constant;500000;lbfgs +2.179.213.047.027.580;0.0;0.009347915649414062;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;relu;(40, 100, 40);adaptive;500000;adam +0.40659308433532715;0.0;0.012253999710083008;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;relu;(60, 20, 80);adaptive;500000;lbfgs +0.31743502616882324;0.0;0.012791156768798828;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;relu;(60, 40, 40);constant;500000;lbfgs +0.7230679988861084;0.0;0.009037971496582031;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;relu;(60, 60, 60);adaptive;500000;lbfgs +0.7985482215881348;0.0;0.009742975234985352;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;relu;(60, 100, 100);constant;500000;lbfgs +0.3462691307067871;0.0;0.010348081588745117;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;relu;(80, 40, 20);adaptive;500000;lbfgs +0.5107800960540771;0.0;0.009256839752197266;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;relu;(80, 80, 20);adaptive;500000;lbfgs +0.815324068069458;0.0;0.009913921356201172;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;relu;(80, 100, 60);constant;500000;lbfgs +0.4644749164581299;0.0;0.008970975875854492;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;relu;(100, 20, 100);constant;500000;lbfgs +0.44988322257995605;0.0;0.009620904922485352;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;relu;(100, 40, 20);adaptive;500000;lbfgs +0.9551377296447754;0.0;0.009791851043701172;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;relu;(100, 100, 80);constant;500000;lbfgs +10.287.280.082.702.600;0.0;0.009843111038208008;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.82;0.82;0.0;483;0.8735632183908046;0.8735632183908046;0.0;686;0.9534883720930233;0.9534883720930233;0.0;2739;0.8817204301075269;0.8817204301075269;0.0;1274;MLPClassifier;;;;;;;relu;(100, 100, 100);invscaling;500000;lbfgs +14.468.920.230.865.400;0.0;0.0088348388671875;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8333333333333334;0.8333333333333334;0.0;188;0.8735632183908046;0.8735632183908046;0.0;686;0.9302325581395349;0.9302325581395349;0.0;3215;0.8791208791208791;0.8791208791208791;0.0;1330;MLPClassifier;;;;;;;logistic;(60, 80, 60);invscaling;500000;lbfgs +34.479.050.636.291.500;0.0;0.010274887084960938;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8333333333333334;0.8333333333333334;0.0;188;0.8735632183908046;0.8735632183908046;0.0;686;0.9302325581395349;0.9302325581395349;0.0;3215;0.8791208791208791;0.8791208791208791;0.0;1330;MLPClassifier;;;;;;;logistic;(60, 100, 80);constant;500000;lbfgs +36.242.973.804.473.800;0.0;0.01239776611328125;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8333333333333334;0.8333333333333334;0.0;188;0.8735632183908046;0.8735632183908046;0.0;686;0.9302325581395349;0.9302325581395349;0.0;3215;0.8791208791208791;0.8791208791208791;0.0;1330;MLPClassifier;;;;;;;logistic;(100, 100, 40);invscaling;500000;lbfgs +0.3909449577331543;0.0;0.01054525375366211;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8333333333333334;0.8333333333333334;0.0;188;0.8735632183908046;0.8735632183908046;0.0;686;0.9302325581395349;0.9302325581395349;0.0;3215;0.8791208791208791;0.8791208791208791;0.0;1330;MLPClassifier;;;;;;;tanh;(90, 15);constant;500000;lbfgs +0.3463749885559082;0.0;0.009104013442993164;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8333333333333334;0.8333333333333334;0.0;188;0.8735632183908046;0.8735632183908046;0.0;686;0.9302325581395349;0.9302325581395349;0.0;3215;0.8791208791208791;0.8791208791208791;0.0;1330;MLPClassifier;;;;;;;tanh;(20, 40, 100);constant;500000;lbfgs +3.418.724.775.314.330;0.0;0.009303092956542969;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8478260869565217;0.8478260869565217;0.0;55;0.8735632183908046;0.8735632183908046;0.0;686;0.9069767441860465;0.9069767441860465;0.0;3336;0.8764044943820224;0.8764044943820224;0.0;1536;MLPClassifier;;;;;;;logistic;(100, 40, 80);adaptive;500000;lbfgs +0.08885669708251953;0.0;0.012359142303466797;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;logistic;40;constant;500000;lbfgs +0.11457610130310059;0.0;0.007513761520385742;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;logistic;50;adaptive;500000;lbfgs +0.15584492683410645;0.0;0.011280059814453125;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;logistic;60;constant;500000;lbfgs +0.14857912063598633;0.0;0.007748842239379883;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;logistic;60;adaptive;500000;lbfgs +0.17977285385131836;0.0;0.011493206024169922;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;logistic;85;adaptive;500000;lbfgs +0.22907233238220215;0.0;0.007886648178100586;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;logistic;90;adaptive;500000;lbfgs +0.451862096786499;0.0;0.00949716567993164;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;logistic;(15, 75);invscaling;500000;lbfgs +0.4677469730377197;0.0;0.008086919784545898;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;logistic;(30, 30);constant;500000;lbfgs +0.4245340824127197;0.0;0.008658885955810547;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;logistic;(30, 45);invscaling;500000;lbfgs +0.43045973777770996;0.0;0.00823211669921875;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;logistic;(30, 75);constant;500000;lbfgs +1.484.567.904.472.350;0.0;0.009186983108520508;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;logistic;(30, 90);adaptive;500000;adam +0.5541996955871582;0.0;0.009333133697509766;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;logistic;(60, 15);invscaling;500000;lbfgs +0.7997817993164062;0.0;0.009972333908081055;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;logistic;(60, 75);constant;500000;lbfgs +0.7673699855804443;0.0;0.009295940399169922;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;logistic;(60, 90);constant;500000;lbfgs +1.287.487.268.447.870;0.0;0.00956869125366211;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;logistic;(75, 60);invscaling;500000;lbfgs +0.6825611591339111;0.0;0.012183666229248047;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;logistic;(90, 60);constant;500000;lbfgs +16.848.622.798.919.600;0.0;0.008561134338378906;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;logistic;(20, 80, 40);constant;500000;adam +10.553.228.855.133.000;0.0;0.010900020599365234;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;logistic;(40, 20, 60);constant;500000;lbfgs +13.150.279.521.942.100;0.0;0.008307218551635742;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;logistic;(60, 20, 20);constant;500000;lbfgs +19.016.129.970.550.500;0.0;0.011443853378295898;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;logistic;(60, 60, 20);adaptive;500000;lbfgs +4.596.639.156.341.550;0.0;0.00984501838684082;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;logistic;(60, 100, 40);adaptive;500000;lbfgs +18.200.938.701.629.600;0.0;0.008507013320922852;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;logistic;(80, 20, 20);adaptive;500000;lbfgs +0.06357598304748535;0.0;0.007524728775024414;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;15;invscaling;500000;lbfgs +3.465.751.886.367.790;0.0;0.00732874870300293;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;20;invscaling;500000;adam +0.05320286750793457;0.0;0.008583784103393555;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;20;adaptive;500000;lbfgs +3.427.727.699.279.780;0.0;0.0071353912353515625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;35;invscaling;500000;adam +0.05852007865905762;0.0;0.007534027099609375;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;35;adaptive;500000;lbfgs +3.467.468.023.300.170;0.0;0.007606983184814453;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;40;invscaling;500000;adam +0.05594801902770996;0.0;0.007372856140136719;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;45;constant;500000;lbfgs +3.575.977.087.020.870;0.0;0.007858991622924805;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;45;adaptive;500000;adam +37.845.213.413.238.500;0.0;0.007690906524658203;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;50;invscaling;500000;adam +4.030.333.995.819.090;0.0;0.010541915893554688;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;55;invscaling;500000;adam +4.358.182.907.104.490;0.0;0.007797956466674805;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;65;invscaling;500000;adam +4.386.879.920.959.470;0.0;0.008587121963500977;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;70;constant;500000;adam +5.118.470.907.211.300;0.0;0.008131980895996094;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;80;invscaling;500000;adam +0.08318400382995605;0.0;0.010148048400878906;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(15, 30);adaptive;500000;lbfgs +3.753.653.049.468.990;0.0;0.008838891983032227;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(15, 30);adaptive;500000;adam +35.615.720.748.901.300;0.0;0.007800102233886719;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(15, 45);constant;500000;adam +4.325.010.061.264.030;0.0;0.008369922637939453;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(15, 90);adaptive;500000;adam +0.12249994277954102;0.0;0.008180856704711914;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(30, 15);adaptive;500000;lbfgs +36.542.491.912.841.700;0.0;0.008961677551269531;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(45, 60);adaptive;500000;adam +0.24136114120483398;0.0;0.008366107940673828;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(45, 75);invscaling;500000;lbfgs +0.2028810977935791;0.0;0.009839057922363281;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(60, 15);adaptive;500000;lbfgs +36.654.610.633.850.000;0.0;0.008973836898803711;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(90, 15);constant;500000;adam +3.753.671.884.536.740;0.0;0.008560895919799805;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(20, 20, 60);invscaling;500000;adam +0.2788510322570801;0.0;0.008175849914550781;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(20, 20, 100);adaptive;500000;lbfgs +32.263.550.758.361.800;0.0;0.008287906646728516;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(20, 40, 60);constant;500000;adam +35.455.050.468.444.800;0.0;0.01041412353515625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(20, 40, 80);invscaling;500000;adam +4.062.299.013.137.810;0.0;0.008511066436767578;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(20, 40, 100);adaptive;500000;adam +0.34711241722106934;0.0;0.008540868759155273;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(20, 60, 80);invscaling;500000;lbfgs +4.046.828.985.214.230;0.0;0.009098052978515625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(20, 60, 100);constant;500000;adam +4.396.751.880.645.750;0.0;0.009443998336791992;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(20, 80, 80);invscaling;500000;adam +3.589.650.869.369.500;0.0;0.012969255447387695;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(20, 100, 20);adaptive;500000;adam +0.7364261150360107;0.0;0.009876012802124023;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(20, 100, 100);constant;500000;lbfgs +0.20427513122558594;0.0;0.009325981140136719;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(40, 40, 20);invscaling;500000;lbfgs +2.703.019.618.988.030;0.0;0.01279306411743164;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(40, 40, 40);constant;500000;adam +254.105.281.829.834;0.0;0.009299993515014648;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(40, 40, 40);invscaling;500000;adam +26.305.558.681.488.000;0.0;0.007264137268066406;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(40, 40, 60);invscaling;500000;adam +0.4353599548339844;0.0;0.014915943145751953;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(40, 60, 80);adaptive;500000;lbfgs +4.317.126.989.364.620;0.0;0.009747982025146484;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(40, 60, 100);constant;500000;adam +3.552.536.725.997.920;0.0;0.011480093002319336;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(40, 80, 40);constant;500000;adam +42.717.649.936.676.000;0.0;0.009689807891845703;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(40, 80, 60);adaptive;500000;adam +29.227.421.283.721.900;0.0;0.015537023544311523;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(60, 20, 60);invscaling;500000;adam +33.852.617.740.631.100;0.0;0.012466907501220703;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(60, 40, 20);adaptive;500000;adam +0.29293012619018555;0.0;0.012320995330810547;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(60, 40, 60);constant;500000;lbfgs +35.523.409.843.444.800;0.0;0.012594938278198242;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(60, 40, 80);constant;500000;adam +0.4610331058502197;0.0;0.015046834945678711;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(60, 40, 80);invscaling;500000;lbfgs +4.509.310.245.513.910;0.0;0.012601852416992188;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(60, 40, 100);constant;500000;adam +0.5415818691253662;0.0;0.015389204025268555;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(60, 60, 100);constant;500000;lbfgs +0.5558598041534424;0.0;0.014978885650634766;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(60, 100, 60);invscaling;500000;lbfgs +0.3759753704071045;0.0;0.009723901748657227;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(80, 60, 20);adaptive;500000;lbfgs +0.4901127815246582;0.0;0.010164976119995117;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(80, 60, 80);invscaling;500000;lbfgs +0.6228611469268799;0.0;0.009839057922363281;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(80, 80, 80);adaptive;500000;lbfgs +4.777.568.101.882.930;0.0;0.010077953338623047;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(80, 100, 100);adaptive;500000;adam +24.350.171.089.172.300;0.0;0.009835958480834961;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(100, 20, 40);adaptive;500000;adam +3.103.476.047.515.860;0.0;0.009842872619628906;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(100, 40, 40);constant;500000;adam +0.4069502353668213;0.0;0.010514974594116211;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(100, 40, 80);constant;500000;lbfgs +0.5584561824798584;0.0;0.010357856750488281;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(100, 40, 80);adaptive;500000;lbfgs +39.181.947.708.129.800;0.0;0.010865926742553711;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(100, 40, 100);invscaling;500000;adam +3.833.261.728.286.740;0.0;0.009731054306030273;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(100, 40, 100);adaptive;500000;adam +0.6041438579559326;0.0;0.012090206146240234;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(100, 60, 100);invscaling;500000;lbfgs +0.6192238330841064;0.0;0.010006904602050781;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;tanh;(100, 80, 60);invscaling;500000;lbfgs +3.205.087.900.161.740;0.0;0.009605884552001953;0.0;{'activation': 'relu', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;25;invscaling;500000;adam +2.989.470.958.709.710;0.0;0.009537935256958008;0.0;{'activation': 'relu', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;35;adaptive;500000;adam +2.989.532.947.540.280;0.0;0.00837397575378418;0.0;{'activation': 'relu', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;40;adaptive;500000;adam +30.255.019.664.764.400;0.0;0.007433891296386719;0.0;{'activation': 'relu', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;50;constant;500000;adam +32.767.891.883.850.000;0.0;0.0076940059661865234;0.0;{'activation': 'relu', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;60;adaptive;500000;adam +286.336.088.180.542;0.0;0.007995367050170898;0.0;{'activation': 'relu', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;75;adaptive;500000;adam +303.371.000.289.917;0.0;0.007833003997802734;0.0;{'activation': 'relu', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;80;constant;500000;adam +34.446.630.477.905.200;0.0;0.00783085823059082;0.0;{'activation': 'relu', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;80;adaptive;500000;adam +3.158.621.072.769.160;0.0;0.007551908493041992;0.0;{'activation': 'relu', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;95;constant;500000;adam +3.138.085.126.876.830;0.0;0.007515907287597656;0.0;{'activation': 'relu', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;95;invscaling;500000;adam +262.489.914.894.104;0.0;0.0070688724517822266;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(15, 15);constant;500000;adam +23.890.109.062.194.800;0.0;0.007670164108276367;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(15, 30);constant;500000;adam +2.614.189.863.204.950;0.0;0.007940053939819336;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(15, 75);invscaling;500000;adam +20.391.318.798.065.100;0.0;0.007706880569458008;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(30, 15);invscaling;500000;adam +2.088.101.863.861.080;0.0;0.0078089237213134766;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(45, 15);constant;500000;adam +19.327.211.380.004.800;0.0;0.00849008560180664;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(45, 15);invscaling;500000;adam +18.727.810.382.843.000;0.0;0.008743047714233398;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(45, 15);adaptive;500000;adam +19.614.038.467.407.200;0.0;0.008488178253173828;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(45, 60);invscaling;500000;adam +2.012.010.097.503.660;0.0;0.008889913558959961;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(45, 75);constant;500000;adam +2.629.236.936.569.210;0.0;0.008210897445678711;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(45, 90);constant;500000;adam +0.31980299949645996;0.0;0.008260965347290039;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(45, 90);invscaling;500000;lbfgs +20.232.200.622.558.500;0.0;0.008566141128540039;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(60, 30);adaptive;500000;adam +2.114.190.101.623.530;0.0;0.008880853652954102;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(60, 45);invscaling;500000;adam +2.327.444.076.538.080;0.0;0.009779930114746094;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(60, 75);invscaling;500000;adam +0.270770788192749;0.0;0.009632110595703125;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(60, 75);adaptive;500000;lbfgs +23.168.601.989.746.000;0.0;0.013865947723388672;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(60, 75);adaptive;500000;adam +24.871.129.989.624.000;0.0;0.008626937866210938;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(75, 90);constant;500000;adam +2.085.820.198.059.080;0.0;0.009629011154174805;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(90, 15);constant;500000;adam +2.255.974.054.336.540;0.0;0.011586904525756836;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(90, 30);constant;500000;adam +0.4771709442138672;0.0;0.009289979934692383;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(90, 90);constant;500000;lbfgs +0.23060011863708496;0.0;0.008204936981201172;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(20, 40, 40);adaptive;500000;lbfgs +14.759.318.828.582.700;0.0;0.008584976196289062;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(20, 40, 60);constant;500000;adam +15.327.590.703.964.200;0.0;0.009145259857177734;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(20, 40, 60);adaptive;500000;sgd +1.674.528.193.473.810;0.0;0.009335994720458984;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(20, 40, 80);constant;500000;sgd +16.503.081.321.716.300;0.0;0.008406639099121094;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(20, 60, 40);invscaling;500000;adam +15.111.531.019.210.800;0.0;0.013992071151733398;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(20, 80, 20);constant;500000;sgd +14.035.467.863.082.800;0.0;0.011319160461425781;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(20, 80, 20);adaptive;500000;sgd +0.4232058525085449;0.0;0.012475728988647461;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(20, 80, 60);adaptive;500000;lbfgs +17.295.570.373.535.100;0.0;0.008932113647460938;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(20, 80, 80);invscaling;500000;adam +1.668.954.849.243.160;0.0;0.0091552734375;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(20, 80, 100);adaptive;500000;adam +23.534.891.605.377.100;0.0;0.009130001068115234;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(20, 100, 80);constant;500000;adam +15.133.237.838.745.100;0.0;0.009812355041503906;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(40, 20, 20);invscaling;500000;adam +13.501.219.749.450.600;0.0;0.012601137161254883;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(40, 20, 60);adaptive;500000;adam +15.440.800.189.971.900;0.0;0.00864100456237793;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(40, 20, 80);adaptive;500000;adam +0.39768075942993164;0.0;0.008721351623535156;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(40, 20, 100);invscaling;500000;lbfgs +0.26991987228393555;0.0;0.009738922119140625;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(40, 20, 100);adaptive;500000;lbfgs +1.583.568.811.416.620;0.0;0.008594036102294922;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(40, 40, 20);invscaling;500000;adam +13.008.010.387.420.600;0.0;0.008671045303344727;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(40, 40, 40);constant;500000;adam +0.2776827812194824;0.0;0.011258840560913086;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(40, 40, 60);constant;500000;lbfgs +17.238.690.853.118.800;0.0;0.008880853652954102;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(40, 40, 100);invscaling;500000;adam +0.2650916576385498;0.0;0.008487224578857422;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(40, 60, 20);adaptive;500000;lbfgs +14.130.432.605.743.400;0.0;0.010908842086791992;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(40, 60, 60);invscaling;500000;adam +14.617.269.039.154.000;0.0;0.011142253875732422;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(40, 80, 20);adaptive;500000;adam +0.44559812545776367;0.0;0.010155916213989258;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(40, 80, 60);adaptive;500000;lbfgs +15.300.168.991.088.800;0.0;0.00917816162109375;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(40, 80, 80);constant;500000;adam +2.803.939.723.968.500;0.0;0.01304173469543457;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(40, 80, 100);adaptive;500000;sgd +21.854.989.528.656.000;0.0;0.012619972229003906;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(40, 80, 100);adaptive;500000;adam +0.9913341999053955;0.0;0.03568696975708008;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(40, 100, 40);constant;500000;lbfgs +27.037.054.777.145.300;0.0;0.008878231048583984;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(40, 100, 100);constant;500000;sgd +15.698.011.875.152.500;0.0;0.015310049057006836;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(60, 20, 40);constant;500000;sgd +1.712.088.918.685.910;0.0;0.009589672088623047;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(60, 20, 60);constant;500000;sgd +1.523.841.381.072.990;0.0;0.009074211120605469;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(60, 20, 100);adaptive;500000;sgd +11.795.560.121.536.200;0.0;0.010252714157104492;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(60, 40, 20);constant;500000;sgd +14.860.223.054.885.800;0.0;0.010129928588867188;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(60, 40, 20);adaptive;500000;sgd +1.315.835.952.758.780;0.0;0.00943303108215332;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(60, 40, 40);adaptive;500000;adam +18.865.153.074.264.500;0.0;0.01394200325012207;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(60, 40, 80);constant;500000;sgd +15.709.409.713.745.100;0.0;0.010447978973388672;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(60, 40, 80);adaptive;500000;adam +15.720.510.482.788.000;0.0;0.008946895599365234;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(60, 40, 100);adaptive;500000;adam +16.117.181.777.954.100;0.0;0.009344100952148438;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(60, 60, 40);constant;500000;adam +14.159.798.622.131.300;0.0;0.011599063873291016;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(60, 60, 40);invscaling;500000;adam +1.372.009.038.925.170;0.0;0.009652853012084961;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(60, 60, 60);constant;500000;adam +16.703.688.144.683.800;0.0;0.009419918060302734;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(60, 60, 60);adaptive;500000;sgd +14.759.669.303.894.000;0.0;0.009597063064575195;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(60, 60, 80);invscaling;500000;adam +1.501.424.789.428.710;0.0;0.009265899658203125;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(60, 60, 100);adaptive;500000;adam +15.143.191.814.422.600;0.0;0.010574102401733398;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(60, 80, 60);adaptive;500000;adam +15.904.202.461.242.600;0.0;0.010287761688232422;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(60, 80, 80);constant;500000;adam +18.477.777.004.241.900;0.0;0.009461164474487305;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(60, 100, 20);constant;500000;sgd +20.021.297.216.415.400;0.0;0.006986856460571289;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(60, 100, 40);constant;500000;sgd +19.409.527.778.625.400;0.0;0.009466171264648438;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(60, 100, 80);invscaling;500000;adam +2.445.324.683.189.390;0.0;0.010342121124267578;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(60, 100, 80);adaptive;500000;sgd +18.481.831.550.598.100;0.0;0.01014089584350586;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(60, 100, 100);invscaling;500000;adam +11.500.828.981.399.500;0.0;0.008910894393920898;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(80, 20, 20);constant;500000;sgd +14.567.781.209.945.600;0.0;0.010356903076171875;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(80, 20, 60);constant;500000;sgd +14.817.447.900.772.000;0.0;0.009679079055786133;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(80, 20, 60);adaptive;500000;sgd +12.695.658.206.939.600;0.0;0.00904226303100586;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(80, 20, 60);adaptive;500000;adam +16.265.759.468.078.600;0.0;0.011553049087524414;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(80, 20, 100);invscaling;500000;adam +18.010.971.546.173.000;0.0;0.013617992401123047;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(80, 40, 40);invscaling;500000;adam +1.518.141.269.683.830;0.0;0.010461807250976562;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(80, 40, 60);constant;500000;adam +14.529.500.007.629.300;0.0;0.010143041610717773;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(80, 40, 80);constant;500000;adam +15.874.319.076.538.000;0.0;0.012721061706542969;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(80, 40, 100);constant;500000;adam +18.447.481.155.395.500;0.0;0.009746789932250977;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(80, 40, 100);adaptive;500000;sgd +16.728.206.157.684.300;0.0;0.009851694107055664;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(80, 60, 40);constant;500000;sgd +1.941.454.005.241.390;0.0;0.010365962982177734;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(80, 60, 80);adaptive;500000;sgd +14.945.208.072.662.300;0.0;0.009645700454711914;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(80, 80, 20);constant;500000;sgd +19.787.376.165.390.000;0.0;0.009183883666992188;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(80, 80, 40);adaptive;500000;sgd +0.7636761665344238;0.0;0.009629011154174805;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(80, 80, 80);constant;500000;lbfgs +20.589.436.054.229.700;0.0;0.010153055191040039;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(80, 100, 20);constant;500000;sgd +18.798.611.164.093.000;0.0;0.009884119033813477;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(80, 100, 40);adaptive;500000;adam +17.634.050.846.099.800;0.0;0.01037287712097168;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(80, 100, 60);adaptive;500000;adam +18.249.890.804.290.700;0.0;0.009624958038330078;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(80, 100, 100);adaptive;500000;adam +1.332.207.202.911.370;0.0;0.009506702423095703;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(100, 20, 80);adaptive;500000;adam +12.146.339.416.503.900;0.0;0.009281158447265625;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(100, 20, 100);invscaling;500000;adam +15.420.401.096.343.900;0.0;0.009281158447265625;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(100, 20, 100);adaptive;500000;adam +13.520.021.438.598.600;0.0;0.009022951126098633;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(100, 40, 40);adaptive;500000;adam +0.5120582580566406;0.0;0.009185791015625;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(100, 40, 60);constant;500000;lbfgs +14.544.193.744.659.400;0.0;0.008972644805908203;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(100, 40, 60);adaptive;500000;adam +18.411.138.772.964.400;0.0;0.009016036987304688;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(100, 40, 80);constant;500000;sgd +1.713.608.694.076.530;0.0;0.009423971176147461;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(100, 60, 60);adaptive;500000;sgd +13.692.708.015.441.800;0.0;0.009479045867919922;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(100, 60, 80);constant;500000;adam +22.413.018.941.879.200;0.0;0.009990930557250977;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(100, 60, 80);adaptive;500000;sgd +15.791.943.073.272.700;0.0;0.010647058486938477;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(100, 60, 100);invscaling;500000;adam +23.812.859.773.635.800;0.0;0.009829044342041016;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(100, 60, 100);adaptive;500000;sgd +12.494.027.614.593.500;0.0;0.00971221923828125;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(100, 80, 20);constant;500000;lbfgs +19.791.325.092.315.600;0.0;0.009988069534301758;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(100, 80, 40);constant;500000;sgd +25.262.294.054.031.300;0.0;0.009912967681884766;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(100, 80, 60);adaptive;500000;sgd +2.296.640.396.118.160;0.0;0.006407737731933594;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(100, 100, 40);constant;500000;sgd +18.819.429.874.420.100;0.0;0.01024484634399414;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(100, 100, 40);adaptive;500000;adam +18.096.168.041.229.200;0.0;0.009921073913574219;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(100, 100, 100);constant;500000;adam +17.740.297.317.504.800;0.0;0.015488147735595703;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7818181818181819;0.7818181818181819;0.0;1967;0.8620689655172413;0.8620689655172413;0.0;1336;1.0;1.0;0.0;1;0.8775510204081634;0.8775510204081634;0.0;1335;MLPClassifier;;;;;;;relu;(100, 100, 100);invscaling;500000;adam +0.15807008743286133;0.0;0.008668899536132812;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;10;constant;500000;lbfgs +0.11759614944458008;0.0;0.00952601432800293;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;35;invscaling;500000;lbfgs +0.16231608390808105;0.0;0.00838780403137207;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;65;adaptive;500000;lbfgs +0.18880414962768555;0.0;0.007739067077636719;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;75;constant;500000;lbfgs +0.23211002349853516;0.0;0.010421991348266602;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;75;invscaling;500000;lbfgs +0.17567110061645508;0.0;0.008821964263916016;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;80;constant;500000;lbfgs +0.2188560962677002;0.0;0.007824182510375977;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;80;invscaling;500000;lbfgs +0.22971200942993164;0.0;0.010355234146118164;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;80;adaptive;500000;lbfgs +0.2550332546234131;0.0;0.008159875869750977;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;95;invscaling;500000;lbfgs +0.5654129981994629;0.0;0.007524013519287109;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(15, 15);constant;500000;lbfgs +0.6122579574584961;0.0;0.008891105651855469;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(15, 75);constant;500000;lbfgs +0.42456483840942383;0.0;0.00895380973815918;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(30, 15);constant;500000;lbfgs +0.2512528896331787;0.0;0.008035898208618164;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(30, 15);invscaling;500000;lbfgs +0.8031759262084961;0.0;0.009606122970581055;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(30, 90);invscaling;500000;lbfgs +0.870384931564331;0.0;0.012877225875854492;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(45, 75);constant;500000;lbfgs +0.49483609199523926;0.0;0.016047000885009766;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(75, 45);adaptive;500000;lbfgs +0.7629950046539307;0.0;0.010066986083984375;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(90, 30);constant;500000;lbfgs +16.857.380.867.004.300;0.0;0.01112222671508789;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(90, 60);adaptive;500000;lbfgs +12.116.773.128.509.500;0.0;0.011145830154418945;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(90, 75);constant;500000;lbfgs +0.4984910488128662;0.0;0.008649110794067383;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(20, 20, 40);adaptive;500000;lbfgs +0.8214170932769775;0.0;0.011926889419555664;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(20, 40, 60);constant;500000;lbfgs +2.145.132.064.819.330;0.0;0.008627891540527344;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(20, 40, 80);adaptive;500000;lbfgs +13.367.265.224.456.700;0.0;0.008537054061889648;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(20, 60, 40);invscaling;500000;adam +16.676.161.289.215.000;0.0;0.008968114852905273;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(20, 60, 60);adaptive;500000;lbfgs +0.8145601749420166;0.0;0.008444786071777344;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(20, 80, 40);constant;500000;lbfgs +2.421.116.828.918.450;0.0;0.00872182846069336;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(20, 100, 20);invscaling;500000;lbfgs +13.744.401.931.762.600;0.0;0.009346723556518555;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(20, 100, 80);invscaling;500000;lbfgs +10.982.819.080.352.700;0.0;0.007893085479736328;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(40, 20, 40);constant;500000;adam +14.753.520.488.739.000;0.0;0.008341073989868164;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(40, 20, 80);invscaling;500000;lbfgs +3.725.800.037.384.030;0.0;0.008070945739746094;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(40, 40, 20);invscaling;500000;lbfgs +0.8274919986724854;0.0;0.008054018020629883;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(40, 60, 20);adaptive;500000;lbfgs +1.481.550.693.511.960;0.0;0.011736154556274414;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(40, 80, 20);invscaling;500000;lbfgs +16.829.743.385.314.900;0.0;0.009198665618896484;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(40, 100, 40);invscaling;500000;lbfgs +12.325.279.712.677.000;0.0;0.008804082870483398;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(60, 20, 20);invscaling;500000;lbfgs +16.338.448.524.475.000;0.0;0.008613824844360352;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(60, 20, 40);invscaling;500000;lbfgs +12.863.898.277.282.700;0.0;0.008099079132080078;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(60, 20, 60);constant;500000;lbfgs +11.466.970.443.725.500;0.0;0.008310079574584961;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(60, 20, 80);constant;500000;lbfgs +11.356.220.245.361.300;0.0;0.010804891586303711;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(60, 40, 40);adaptive;500000;lbfgs +1.572.392.225.265.500;0.0;0.00955963134765625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(60, 80, 20);adaptive;500000;lbfgs +26.215.131.282.806.300;0.0;0.009607076644897461;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(60, 80, 80);constant;500000;lbfgs +11.977.731.943.130.400;0.0;0.01279306411743164;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(60, 100, 20);adaptive;500000;adam +11.552.867.889.404.200;0.0;0.013210058212280273;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(80, 20, 60);invscaling;500000;lbfgs +1.424.652.099.609.370;0.0;0.008686065673828125;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(80, 40, 40);constant;500000;lbfgs +21.505.179.405.212.400;0.0;0.010906219482421875;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(80, 80, 40);invscaling;500000;lbfgs +17.336.478.233.337.400;0.0;0.010203361511230469;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(80, 80, 60);constant;500000;lbfgs +0.8717670440673828;0.0;0.00887298583984375;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(100, 20, 40);constant;500000;lbfgs +5.432.600.975.036.620;0.0;0.009976863861083984;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(100, 80, 60);invscaling;500000;lbfgs +17.694.659.233.093.200;0.0;0.013888120651245117;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;logistic;(100, 100, 20);constant;500000;lbfgs +35.916.638.374.328.600;0.0;0.008013010025024414;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;15;adaptive;500000;adam +32.887.961.864.471.400;0.0;0.007960796356201172;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;20;adaptive;500000;adam +3.025.512.933.731.070;0.0;0.008700847625732422;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;25;constant;500000;adam +32.622.687.816.619.800;0.0;0.007100105285644531;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;30;constant;500000;adam +0.05577898025512695;0.0;0.007661104202270508;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;30;adaptive;500000;lbfgs +0.0567622184753418;0.0;0.008730888366699219;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;35;constant;500000;lbfgs +0.05916905403137207;0.0;0.007689952850341797;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;45;invscaling;500000;lbfgs +39.615.509.510.040.200;0.0;0.00781702995300293;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;45;invscaling;500000;adam +0.059710025787353516;0.0;0.007615327835083008;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;45;adaptive;500000;lbfgs +0.07504081726074219;0.0;0.007848262786865234;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;55;invscaling;500000;lbfgs +4.504.373.073.577.880;0.0;0.008250236511230469;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;60;invscaling;500000;adam +4.166.089.057.922.360;0.0;0.008214950561523438;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;65;constant;500000;adam +0.08034014701843262;0.0;0.007989883422851562;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;70;adaptive;500000;lbfgs +0.10108804702758789;0.0;0.009207010269165039;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;75;invscaling;500000;lbfgs +0.13240408897399902;0.0;0.008589029312133789;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;90;adaptive;500000;lbfgs +6.174.350.023.269.650;0.0;0.007875204086303711;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;95;constant;500000;adam +6.006.836.414.337.150;0.0;0.009001970291137695;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;100;invscaling;500000;adam +0.19460797309875488;0.0;0.007725954055786133;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(15, 75);invscaling;500000;lbfgs +36.366.803.646.087.600;0.0;0.007660627365112305;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(15, 75);invscaling;500000;adam +0.19304704666137695;0.0;0.007914066314697266;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(15, 75);adaptive;500000;lbfgs +0.13800978660583496;0.0;0.008065938949584961;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(15, 90);constant;500000;lbfgs +28.079.497.814.178.400;0.0;0.0077669620513916016;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(30, 15);invscaling;500000;adam +28.651.511.669.158.900;0.0;0.0078008174896240234;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(30, 15);adaptive;500000;adam +0.10210394859313965;0.0;0.007749080657958984;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(30, 30);constant;500000;lbfgs +3.742.621.898.651.120;0.0;0.00820612907409668;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(30, 45);constant;500000;adam +3.367.283.821.105.950;0.0;0.008807182312011719;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(30, 45);adaptive;500000;adam +4.372.967.004.776.000;0.0;0.00793600082397461;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(30, 75);adaptive;500000;adam +0.243804931640625;0.0;0.010802984237670898;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(45, 15);adaptive;500000;lbfgs +3.261.314.868.927.000;0.0;0.008176088333129883;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(45, 30);invscaling;500000;adam +0.17139697074890137;0.0;0.008234977722167969;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(45, 60);invscaling;500000;lbfgs +3.522.603.988.647.460;0.0;0.009519815444946289;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(45, 60);invscaling;500000;adam +2.995.314.359.664.910;0.0;0.00827479362487793;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(60, 15);constant;500000;adam +3.070.786.952.972.410;0.0;0.008625030517578125;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(60, 15);invscaling;500000;adam +3.225.153.923.034.660;0.0;0.010097980499267578;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(60, 30);constant;500000;adam +0.23704004287719727;0.0;0.008502006530761719;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(60, 75);invscaling;500000;lbfgs +0.2612180709838867;0.0;0.008713006973266602;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(60, 75);adaptive;500000;lbfgs +3.520.040.988.922.110;0.0;0.008797168731689453;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(75, 30);constant;500000;adam +34.538.140.296.936.000;0.0;0.009984970092773438;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(75, 45);constant;500000;adam +36.857.337.951.660.100;0.0;0.009109973907470703;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(75, 45);invscaling;500000;adam +0.2327737808227539;0.0;0.008832931518554688;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(75, 60);adaptive;500000;lbfgs +4.284.265.995.025.630;0.0;0.009433984756469727;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(75, 60);adaptive;500000;adam +0.26783299446105957;0.0;0.008971929550170898;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(75, 75);invscaling;500000;lbfgs +4.304.075.002.670.280;0.0;0.009968996047973633;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(75, 75);adaptive;500000;adam +0.37292003631591797;0.0;0.01018381118774414;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(75, 90);constant;500000;lbfgs +4.678.525.924.682.610;0.0;0.008931159973144531;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(75, 90);adaptive;500000;adam +3.926.516.056.060.790;0.0;0.007954835891723633;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(90, 90);adaptive;500000;adam +25.092.432.498.931.800;0.0;0.008769035339355469;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(20, 20, 20);invscaling;500000;adam +0.1388700008392334;0.0;0.008282899856567383;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(20, 20, 40);constant;500000;lbfgs +31.281.509.399.414.000;0.0;0.008337020874023438;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(20, 20, 40);invscaling;500000;adam +0.2519209384918213;0.0;0.007828950881958008;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(20, 20, 60);adaptive;500000;lbfgs +2.416.248.083.114.620;0.0;0.01001119613647461;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(20, 20, 80);invscaling;500000;adam +0.18192696571350098;0.0;0.007995128631591797;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(20, 40, 40);invscaling;500000;lbfgs +0.2601480484008789;0.0;0.008136987686157227;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(20, 40, 60);invscaling;500000;lbfgs +28.952.949.047.088.600;0.0;0.008917093276977539;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(20, 40, 60);adaptive;500000;adam +2.963.705.062.866.210;0.0;0.009803056716918945;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(20, 60, 20);invscaling;500000;adam +0.23954486846923828;0.0;0.008506059646606445;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(20, 60, 20);adaptive;500000;lbfgs +36.518.659.591.674.800;0.0;0.008495330810546875;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(20, 60, 40);constant;500000;adam +3.223.552.942.276.000;0.0;0.009397029876708984;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(20, 60, 40);adaptive;500000;adam +0.43616795539855957;0.0;0.008888006210327148;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(20, 60, 100);invscaling;500000;lbfgs +4.293.542.861.938.470;0.0;0.008917093276977539;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(20, 80, 20);constant;500000;adam +32.473.089.694.976.800;0.0;0.009645223617553711;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(20, 80, 20);adaptive;500000;adam +320.188.307.762.146;0.0;0.007890939712524414;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(20, 80, 40);constant;500000;adam +38.205.912.113.189.600;0.0;0.009497642517089844;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(20, 80, 40);adaptive;500000;adam +0.32153797149658203;0.0;0.012001991271972656;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(20, 80, 60);constant;500000;lbfgs +0.45760369300842285;0.0;0.014417886734008789;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(20, 80, 80);invscaling;500000;lbfgs +3.486.467.123.031.610;0.0;0.00934290885925293;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(20, 80, 100);adaptive;500000;adam +39.997.241.497.039.700;0.0;0.009265899658203125;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(20, 100, 20);invscaling;500000;adam +0.5166971683502197;0.0;0.010372161865234375;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(20, 100, 60);invscaling;500000;lbfgs +0.8438308238983154;0.0;0.01001596450805664;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(20, 100, 100);invscaling;500000;lbfgs +0.20830202102661133;0.0;0.009753227233886719;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(40, 20, 20);constant;500000;lbfgs +0.24167704582214355;0.0;0.008172035217285156;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(40, 20, 40);invscaling;500000;lbfgs +0.23812413215637207;0.0;0.008178949356079102;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(40, 20, 60);constant;500000;lbfgs +0.22298479080200195;0.0;0.008264303207397461;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(40, 20, 80);invscaling;500000;lbfgs +3.515.122.890.472.410;0.0;0.008282899856567383;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(40, 20, 100);adaptive;500000;adam +23.045.380.115.509.000;0.0;0.011652946472167969;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(40, 40, 20);adaptive;500000;adam +0.20442533493041992;0.0;0.008630752563476562;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(40, 40, 40);constant;500000;lbfgs +0.3186519145965576;0.0;0.008507966995239258;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(40, 40, 80);invscaling;500000;lbfgs +33.051.650.524.139.400;0.0;0.009676694869995117;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(40, 40, 80);invscaling;500000;adam +31.972.951.889.038.000;0.0;0.008688211441040039;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(40, 40, 80);adaptive;500000;adam +33.380.560.874.938.900;0.0;0.009247779846191406;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(40, 40, 100);invscaling;500000;adam +0.4810311794281006;0.0;0.010561943054199219;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(40, 40, 100);adaptive;500000;lbfgs +0.21984601020812988;0.0;0.008677005767822266;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(40, 60, 20);adaptive;500000;lbfgs +0.28975796699523926;0.0;0.009015083312988281;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(40, 60, 40);invscaling;500000;lbfgs +0.25313401222229004;0.0;0.008694887161254883;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(40, 60, 40);adaptive;500000;lbfgs +4.426.592.826.843.260;0.0;0.009692192077636719;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(40, 80, 80);invscaling;500000;adam +0.5285229682922363;0.0;0.01500701904296875;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(40, 100, 20);constant;500000;lbfgs +3.674.149.990.081.780;0.0;0.008587837219238281;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(40, 100, 20);constant;500000;adam +32.810.189.723.968.500;0.0;0.009598970413208008;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(40, 100, 20);invscaling;500000;adam +0.4702427387237549;0.0;0.009859085083007812;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(40, 100, 60);adaptive;500000;lbfgs +25.996.909.141.540.500;0.0;0.009525775909423828;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(60, 20, 20);constant;500000;adam +27.884.528.636.932.300;0.0;0.012492179870605469;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(60, 20, 40);adaptive;500000;adam +0.43485188484191895;0.0;0.012821197509765625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(60, 20, 100);invscaling;500000;lbfgs +0.3112492561340332;0.0;0.014283895492553711;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(60, 40, 40);adaptive;500000;lbfgs +37.875.659.465.789.700;0.0;0.013267993927001953;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(60, 40, 60);constant;500000;adam +3.930.389.881.134.030;0.0;0.013315200805664062;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(60, 40, 60);adaptive;500000;adam +0.4058980941772461;0.0;0.012714862823486328;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(60, 40, 80);adaptive;500000;lbfgs +0.46915102005004883;0.0;0.012347936630249023;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(60, 60, 20);adaptive;500000;lbfgs +5.143.236.875.534.050;0.0;0.012658357620239258;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(60, 60, 80);adaptive;500000;adam +5.105.120.897.293.090;0.0;0.015537261962890625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(60, 60, 100);constant;500000;adam +5.039.172.887.802.120;0.0;0.0092620849609375;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(60, 80, 20);constant;500000;adam +0.6028380393981934;0.0;0.017117977142333984;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(60, 80, 20);invscaling;500000;lbfgs +482.113.790.512.085;0.0;0.008244037628173828;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(60, 80, 20);invscaling;500000;adam +4.292.891.979.217.520;0.0;0.008519887924194336;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(60, 80, 40);constant;500000;adam +0.5190021991729736;0.0;0.01287078857421875;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(60, 80, 40);adaptive;500000;lbfgs +0.594994068145752;0.0;0.009047746658325195;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(60, 80, 80);invscaling;500000;lbfgs +41.119.091.510.772.700;0.0;0.009666681289672852;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(60, 80, 100);invscaling;500000;adam +4.080.679.178.237.910;0.0;0.013942718505859375;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(60, 80, 100);adaptive;500000;adam +0.5930020809173584;0.0;0.009773015975952148;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(60, 100, 20);adaptive;500000;lbfgs +42.018.959.522.247.300;0.0;0.010038137435913086;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(60, 100, 40);constant;500000;adam +0.5364542007446289;0.0;0.009636878967285156;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(60, 100, 40);invscaling;500000;lbfgs +3.639.742.851.257.320;0.0;0.009617328643798828;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(60, 100, 40);invscaling;500000;adam +0.5496158599853516;0.0;0.009741067886352539;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(60, 100, 40);adaptive;500000;lbfgs +4.466.577.768.325.800;0.0;0.011174201965332031;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(60, 100, 80);invscaling;500000;adam +0.37029480934143066;0.0;0.009335041046142578;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(80, 20, 20);invscaling;500000;lbfgs +2.659.712.076.187.130;0.0;0.008989810943603516;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(80, 20, 40);invscaling;500000;adam +2.974.735.736.846.920;0.0;0.010502099990844727;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(80, 20, 100);adaptive;500000;adam +0.336946964263916;0.0;0.008917093276977539;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(80, 40, 20);adaptive;500000;lbfgs +0.41517210006713867;0.0;0.013088226318359375;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(80, 40, 60);adaptive;500000;lbfgs +0.4561178684234619;0.0;0.009218215942382812;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(80, 40, 100);constant;500000;lbfgs +0.4685788154602051;0.0;0.011571884155273438;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(80, 40, 100);invscaling;500000;lbfgs +3.315.086.841.583.250;0.0;0.009150981903076172;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(80, 40, 100);invscaling;500000;adam +0.45052409172058105;0.0;0.009430885314941406;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(80, 40, 100);adaptive;500000;lbfgs +0.412261962890625;0.0;0.009531974792480469;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(80, 60, 40);constant;500000;lbfgs +0.3972959518432617;0.0;0.010581016540527344;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(80, 60, 40);invscaling;500000;lbfgs +0.5980300903320312;0.0;0.009285926818847656;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(80, 80, 20);invscaling;500000;lbfgs +0.825676679611206;0.0;0.00976109504699707;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(80, 80, 20);adaptive;500000;lbfgs +35.866.081.714.630.100;0.0;0.00952601432800293;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(80, 80, 40);invscaling;500000;adam +39.235.551.357.269.200;0.0;0.010423660278320312;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(80, 100, 20);adaptive;500000;adam +408.753.514.289.856;0.0;0.00997304916381836;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(80, 100, 40);constant;500000;adam +0.5740158557891846;0.0;0.010313034057617188;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(80, 100, 40);adaptive;500000;lbfgs +38.733.341.693.878.100;0.0;0.014564037322998047;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(80, 100, 40);adaptive;500000;adam +418.352.484.703.064;0.0;0.012304067611694336;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(80, 100, 60);invscaling;500000;adam +0.7877848148345947;0.0;0.010119199752807617;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(80, 100, 80);adaptive;500000;lbfgs +49.366.209.506.988.500;0.0;0.01154017448425293;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(80, 100, 100);constant;500000;adam +5.376.224.040.985.100;0.0;0.009888887405395508;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(80, 100, 100);invscaling;500000;adam +28.391.077.518.463.100;0.0;0.008967399597167969;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(100, 20, 20);constant;500000;adam +2.486.971.855.163.570;0.0;0.009861946105957031;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(100, 20, 20);invscaling;500000;adam +25.567.216.873.168.900;0.0;0.009937286376953125;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(100, 20, 60);constant;500000;adam +0.32201600074768066;0.0;0.009171009063720703;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(100, 20, 80);constant;500000;lbfgs +26.737.589.836.120.600;0.0;0.00918722152709961;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(100, 20, 100);invscaling;500000;adam +0.41317296028137207;0.0;0.009810924530029297;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(100, 20, 100);adaptive;500000;lbfgs +3.599.135.160.446.160;0.0;0.009888887405395508;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(100, 40, 60);constant;500000;adam +0.48100805282592773;0.0;0.009512901306152344;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(100, 60, 20);invscaling;500000;lbfgs +32.795.908.451.080.300;0.0;0.009248971939086914;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(100, 60, 60);constant;500000;adam +3.908.371.925.354.000;0.0;0.01213383674621582;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(100, 60, 100);adaptive;500000;adam +3.498.884.916.305.540;0.0;0.009948253631591797;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(100, 80, 20);constant;500000;adam +4.038.959.980.010.980;0.0;0.010689020156860352;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(100, 80, 20);invscaling;500000;adam +0.6707091331481934;0.0;0.009804964065551758;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(100, 80, 80);constant;500000;lbfgs +0.8244102001190186;0.0;0.010087966918945312;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(100, 80, 100);adaptive;500000;lbfgs +4.594.383.716.583.250;0.0;0.010342121124267578;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(100, 100, 20);constant;500000;adam +0.989570140838623;0.0;0.010684967041015625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(100, 100, 100);constant;500000;lbfgs +0.9803948402404785;0.0;0.010197162628173828;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;tanh;(100, 100, 100);adaptive;500000;lbfgs +0.10701799392700195;0.0;0.00763702392578125;0.0;{'activation': 'relu', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;20;invscaling;500000;lbfgs +31.126.887.798.309.300;0.0;0.007466316223144531;0.0;{'activation': 'relu', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;40;invscaling;500000;adam +0.08824801445007324;0.0;0.007416248321533203;0.0;{'activation': 'relu', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;50;constant;500000;lbfgs +0.10712504386901855;0.0;0.009475946426391602;0.0;{'activation': 'relu', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;70;adaptive;500000;lbfgs +0.13266873359680176;0.0;0.009361982345581055;0.0;{'activation': 'relu', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;80;constant;500000;lbfgs +30.579.798.221.588.100;0.0;0.008116960525512695;0.0;{'activation': 'relu', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;85;constant;500000;adam +29.354.867.935.180.600;0.0;0.0072782039642333984;0.0;{'activation': 'relu', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;100;constant;500000;adam +0.16957378387451172;0.0;0.008272171020507812;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(15, 30);constant;500000;lbfgs +23.060.097.694.396.900;0.0;0.007606983184814453;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(15, 45);invscaling;500000;adam +25.342.042.446.136.400;0.0;0.007840871810913086;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(15, 60);constant;500000;adam +0.22431397438049316;0.0;0.008713960647583008;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(15, 60);invscaling;500000;lbfgs +2.267.531.633.377.070;0.0;0.008030176162719727;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(30, 15);constant;500000;adam +21.856.110.095.977.700;0.0;0.0078029632568359375;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(30, 30);constant;500000;adam +0.16089081764221191;0.0;0.008338212966918945;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(30, 45);invscaling;500000;lbfgs +0.2242128849029541;0.0;0.007976055145263672;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(30, 90);invscaling;500000;lbfgs +0.19327282905578613;0.0;0.00799417495727539;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(45, 30);constant;500000;lbfgs +18.349.659.442.901.600;0.0;0.008067846298217773;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(45, 30);constant;500000;adam +18.998.360.633.850.000;0.0;0.00791311264038086;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(45, 30);adaptive;500000;adam +20.453.128.814.697.200;0.0;0.008313179016113281;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(45, 45);invscaling;500000;adam +182.692.289.352.417;0.0;0.008108139038085938;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(45, 60);constant;500000;adam +2.006.880.044.937.130;0.0;0.008335113525390625;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(45, 60);adaptive;500000;adam +23.294.031.620.025.600;0.0;0.009016036987304688;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(45, 75);invscaling;500000;adam +21.751.952.171.325.600;0.0;0.007973909378051758;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 15);constant;500000;adam +0.18859219551086426;0.0;0.008933782577514648;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 15);invscaling;500000;lbfgs +0.21473383903503418;0.0;0.008129119873046875;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 30);invscaling;500000;lbfgs +2.114.711.046.218.870;0.0;0.00824594497680664;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 30);invscaling;500000;adam +0.2002091407775879;0.0;0.007915019989013672;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 45);constant;500000;lbfgs +0.26321983337402344;0.0;0.011816978454589844;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 75);invscaling;500000;lbfgs +0.33946895599365234;0.0;0.0097808837890625;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 90);invscaling;500000;lbfgs +22.703.847.885.131.800;0.0;0.008327960968017578;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 90);adaptive;500000;adam +2.190.950.870.513.910;0.0;0.008366107940673828;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(75, 15);constant;500000;adam +1.915.221.929.550.170;0.0;0.008993148803710938;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(75, 45);constant;500000;adam +0.31948113441467285;0.0;0.008880853652954102;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(75, 60);adaptive;500000;lbfgs +21.901.309.490.203.800;0.0;0.010808944702148438;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(75, 75);adaptive;500000;adam +0.5111260414123535;0.0;0.00949406623840332;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(75, 90);constant;500000;lbfgs +0.27849531173706055;0.0;0.01402592658996582;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(90, 30);constant;500000;lbfgs +0.282742977142334;0.0;0.009595870971679688;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(90, 30);adaptive;500000;lbfgs +22.037.408.351.898.100;0.0;0.008713960647583008;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(90, 30);adaptive;500000;adam +2.170.121.908.187.860;0.0;0.008725166320800781;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(90, 45);constant;500000;adam +26.530.916.690.826.400;0.0;0.01017904281616211;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(90, 75);constant;500000;adam +0.45304393768310547;0.0;0.009202003479003906;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(90, 90);invscaling;500000;lbfgs +17.177.338.600.158.600;0.0;0.00798797607421875;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(20, 20, 40);constant;500000;adam +0.26355695724487305;0.0;0.007835865020751953;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(20, 20, 60);constant;500000;lbfgs +12.634.440.183.639.500;0.0;0.01112675666809082;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(20, 20, 80);adaptive;500000;sgd +155.893.874.168.396;0.0;0.011771202087402344;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(20, 40, 60);invscaling;500000;adam +0.3017997741699219;0.0;0.009654998779296875;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(20, 60, 20);constant;500000;lbfgs +19.466.898.441.314.600;0.0;0.011110067367553711;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(20, 60, 20);invscaling;500000;adam +0.3230283260345459;0.0;0.008427619934082031;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(20, 60, 20);adaptive;500000;lbfgs +0.4695718288421631;0.0;0.009287118911743164;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(20, 60, 80);adaptive;500000;lbfgs +19.218.850.135.803.200;0.0;0.00969386100769043;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(20, 60, 80);adaptive;500000;sgd +20.062.379.837.036.100;0.0;0.008738040924072266;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(20, 60, 100);invscaling;500000;adam +16.562.912.464.141.800;0.0;0.00969076156616211;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(20, 80, 20);invscaling;500000;adam +0.46941494941711426;0.0;0.008867025375366211;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(20, 80, 60);constant;500000;lbfgs +19.070.689.678.192.100;0.0;0.014362096786499023;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(20, 80, 100);constant;500000;adam +20.444.889.068.603.500;0.0;0.00879812240600586;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(20, 100, 20);invscaling;500000;adam +0.3324730396270752;0.0;0.010187864303588867;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(20, 100, 20);adaptive;500000;lbfgs +0.4985661506652832;0.0;0.009146928787231445;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(20, 100, 40);invscaling;500000;lbfgs +15.519.731.044.769.200;0.0;0.008822917938232422;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(40, 20, 20);constant;500000;adam +0.2396259307861328;0.0;0.008541345596313477;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(40, 20, 40);constant;500000;lbfgs +0.21863579750061035;0.0;0.008424997329711914;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(40, 20, 40);adaptive;500000;lbfgs +12.353.021.144.866.900;0.0;0.008414983749389648;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(40, 20, 60);constant;500000;sgd +0.2705378532409668;0.0;0.008816242218017578;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(40, 20, 60);adaptive;500000;lbfgs +0.23381996154785156;0.0;0.008745908737182617;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(40, 40, 20);invscaling;500000;lbfgs +0.3271498680114746;0.0;0.008443117141723633;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(40, 40, 20);adaptive;500000;lbfgs +12.877.941.131.591.700;0.0;0.008649110794067383;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(40, 40, 60);invscaling;500000;adam +0.3322131633758545;0.0;0.008516788482666016;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(40, 40, 80);invscaling;500000;lbfgs +13.951.900.005.340.500;0.0;0.012430906295776367;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(40, 40, 80);adaptive;500000;sgd +0.35993480682373047;0.0;0.008588075637817383;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(40, 40, 100);constant;500000;lbfgs +0.3695402145385742;0.0;0.010354995727539062;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(40, 40, 100);adaptive;500000;lbfgs +14.816.300.868.988.000;0.0;0.011696100234985352;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(40, 40, 100);adaptive;500000;adam +18.069.980.144.500.700;0.0;0.008755922317504883;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(40, 60, 20);constant;500000;adam +14.645.193.099.975.500;0.0;0.00889277458190918;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(40, 60, 20);adaptive;500000;sgd +16.451.106.071.472.100;0.0;0.010955095291137695;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(40, 60, 60);constant;500000;sgd +0.4665348529815674;0.0;0.009097099304199219;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(40, 60, 80);adaptive;500000;lbfgs +0.6587271690368652;0.0;0.008787870407104492;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(40, 60, 100);constant;500000;lbfgs +0.5236332416534424;0.0;0.009721755981445312;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(40, 80, 40);invscaling;500000;lbfgs +180.613.112.449.646;0.0;0.009558916091918945;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(40, 80, 60);invscaling;500000;adam +0.506803035736084;0.0;0.009827852249145508;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(40, 80, 80);constant;500000;lbfgs +19.498.169.422.149.600;0.0;0.009999990463256836;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(40, 80, 80);invscaling;500000;adam +0.5898981094360352;0.0;0.009160995483398438;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(40, 80, 80);adaptive;500000;lbfgs +0.5950672626495361;0.0;0.009350776672363281;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(40, 80, 100);invscaling;500000;lbfgs +0.7127890586853027;0.0;0.011751890182495117;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(40, 80, 100);adaptive;500000;lbfgs +0.6546392440795898;0.0;0.009213924407958984;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(40, 100, 40);invscaling;500000;lbfgs +0.5331220626831055;0.0;0.009624958038330078;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(40, 100, 40);adaptive;500000;lbfgs +0.7987504005432129;0.0;0.011658906936645508;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(40, 100, 60);adaptive;500000;lbfgs +19.375.219.345.092.700;0.0;0.008505105972290039;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(40, 100, 60);adaptive;500000;adam +0.7389461994171143;0.0;0.009677648544311523;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(40, 100, 80);constant;500000;lbfgs +1.725.203.037.261.960;0.0;0.009984016418457031;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 20, 20);adaptive;500000;adam +1.734.827.995.300.290;0.0;0.010220050811767578;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 20, 60);adaptive;500000;adam +0.7129991054534912;0.0;0.008957862854003906;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 20, 80);invscaling;500000;lbfgs +14.568.538.665.771.400;0.0;0.011039018630981445;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 40, 40);constant;500000;adam +0.40798211097717285;0.0;0.010283946990966797;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 40, 40);invscaling;500000;lbfgs +0.26911163330078125;0.0;0.00880122184753418;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 40, 40);adaptive;500000;lbfgs +0.32624101638793945;0.0;0.009727954864501953;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 40, 60);constant;500000;lbfgs +14.346.749.782.562.200;0.0;0.009751081466674805;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 40, 60);invscaling;500000;adam +1.656.249.189.376.830;0.0;0.009387016296386719;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 40, 80);adaptive;500000;sgd +19.327.807.188.034.000;0.0;0.00957798957824707;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 40, 100);constant;500000;sgd +15.253.219.604.492.100;0.0;0.009092092514038086;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 40, 100);constant;500000;adam +15.484.059.810.638.400;0.0;0.009814977645874023;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 60, 20);constant;500000;sgd +0.7219967842102051;0.0;0.009536027908325195;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 60, 20);adaptive;500000;lbfgs +0.42818522453308105;0.0;0.009437799453735352;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 60, 40);constant;500000;lbfgs +0.5678431987762451;0.0;0.009908914566040039;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 60, 100);constant;500000;lbfgs +0.5420258045196533;0.0;0.009205102920532227;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 60, 100);invscaling;500000;lbfgs +0.37119197845458984;0.0;0.00931096076965332;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 80, 20);constant;500000;lbfgs +15.628.080.368.041.900;0.0;0.010202169418334961;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 80, 40);constant;500000;adam +0.5030059814453125;0.0;0.009145736694335938;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 80, 40);invscaling;500000;lbfgs +0.5325009822845459;0.0;0.009070158004760742;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 80, 40);adaptive;500000;lbfgs +17.089.378.833.770.700;0.0;0.01143503189086914;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 80, 40);adaptive;500000;adam +0.470919132232666;0.0;0.0090179443359375;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 80, 60);constant;500000;lbfgs +0.5468461513519287;0.0;0.009340047836303711;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 80, 80);constant;500000;lbfgs +0.6561579704284668;0.0;0.009553194046020508;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 80, 100);constant;500000;lbfgs +0.6762239933013916;0.0;0.009762048721313477;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 80, 100);invscaling;500000;lbfgs +0.6833903789520264;0.0;0.009604692459106445;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 80, 100);adaptive;500000;lbfgs +0.5243740081787109;0.0;0.009447813034057617;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 100, 20);adaptive;500000;lbfgs +16.954.219.341.278.000;0.0;0.009157180786132812;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 100, 40);constant;500000;adam +15.509.240.627.288.800;0.0;0.009808063507080078;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 100, 40);invscaling;500000;adam +2.241.476.082.801.810;0.0;0.009009122848510742;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 100, 40);adaptive;500000;sgd +0.9440498352050781;0.0;0.009540796279907227;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 100, 80);invscaling;500000;lbfgs +16.435.658.931.732.100;0.0;0.009726285934448242;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 100, 80);adaptive;500000;adam +0.7973809242248535;0.0;0.009955167770385742;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(60, 100, 100);invscaling;500000;lbfgs +0.46313023567199707;0.0;0.009207010269165039;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(80, 20, 20);adaptive;500000;lbfgs +0.33190298080444336;0.0;0.009171009063720703;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(80, 20, 40);constant;500000;lbfgs +13.588.809.967.041.000;0.0;0.009397029876708984;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(80, 20, 40);constant;500000;adam +0.3303840160369873;0.0;0.0089111328125;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(80, 20, 80);invscaling;500000;lbfgs +0.397536039352417;0.0;0.011456012725830078;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(80, 20, 100);constant;500000;lbfgs +0.44116687774658203;0.0;0.009126901626586914;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(80, 40, 80);constant;500000;lbfgs +0.38239169120788574;0.0;0.009421110153198242;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(80, 60, 20);constant;500000;lbfgs +0.4847700595855713;0.0;0.009918928146362305;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(80, 60, 20);invscaling;500000;lbfgs +14.906.258.583.068.800;0.0;0.010540008544921875;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(80, 60, 20);invscaling;500000;adam +0.47728586196899414;0.0;0.010483026504516602;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(80, 60, 40);invscaling;500000;lbfgs +0.4264979362487793;0.0;0.009592056274414062;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(80, 60, 40);adaptive;500000;lbfgs +0.5866281986236572;0.0;0.009283065795898438;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(80, 60, 80);constant;500000;lbfgs +13.220.171.928.405.700;0.0;0.009840726852416992;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(80, 60, 80);constant;500000;adam +17.472.801.208.496.000;0.0;0.009392738342285156;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(80, 60, 80);invscaling;500000;adam +18.308.579.921.722.400;0.0;0.009486913681030273;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(80, 80, 100);constant;500000;adam +0.6820340156555176;0.0;0.010113954544067383;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(80, 100, 20);constant;500000;lbfgs +0.6508409976959229;0.0;0.00985097885131836;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(80, 100, 40);constant;500000;lbfgs +0.7816181182861328;0.0;0.00952291488647461;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(80, 100, 80);adaptive;500000;lbfgs +19.324.588.775.634.700;0.0;0.010096073150634766;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(80, 100, 100);invscaling;500000;adam +0.8096561431884766;0.0;0.010233879089355469;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(80, 100, 100);adaptive;500000;lbfgs +15.690.789.222.717.200;0.0;0.009296894073486328;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(100, 20, 20);invscaling;500000;adam +0.31675171852111816;0.0;0.009467124938964844;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(100, 20, 40);invscaling;500000;lbfgs +0.44013404846191406;0.0;0.009630918502807617;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(100, 20, 80);adaptive;500000;lbfgs +14.222.191.095.352.100;0.0;0.00907278060913086;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(100, 40, 20);constant;500000;sgd +0.4003448486328125;0.0;0.009305953979492188;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(100, 40, 20);invscaling;500000;lbfgs +1.558.398.962.020.870;0.0;0.011535882949829102;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(100, 40, 20);invscaling;500000;adam +0.39661717414855957;0.0;0.009165048599243164;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(100, 40, 40);constant;500000;lbfgs +1.521.927.809.715.270;0.0;0.01231694221496582;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(100, 40, 40);constant;500000;sgd +13.217.241.764.068.600;0.0;0.00931692123413086;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(100, 40, 40);invscaling;500000;adam +12.550.311.088.562.000;0.0;0.009418010711669922;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(100, 40, 80);constant;500000;adam +0.5870070457458496;0.0;0.009290933609008789;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(100, 40, 100);adaptive;500000;lbfgs +18.474.185.943.603.500;0.0;0.013230085372924805;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(100, 40, 100);adaptive;500000;sgd +0.41191983222961426;0.0;0.00915980339050293;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(100, 60, 20);invscaling;500000;lbfgs +15.865.771.770.477.200;0.0;0.009521961212158203;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(100, 60, 20);adaptive;500000;adam +0.77988600730896;0.0;0.009746789932250977;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(100, 80, 40);constant;500000;lbfgs +16.099.200.248.718.200;0.0;0.014226913452148438;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(100, 80, 60);adaptive;500000;adam +0.8673388957977295;0.0;0.009716987609863281;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(100, 80, 100);constant;500000;lbfgs +26.264.276.027.679.400;0.0;0.01028895378112793;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(100, 80, 100);constant;500000;sgd +0.7658717632293701;0.0;0.010514259338378906;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(100, 100, 20);constant;500000;lbfgs +0.8918859958648682;0.0;0.009806156158447266;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(100, 100, 40);constant;500000;lbfgs +0.8570220470428467;0.0;0.009933948516845703;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(100, 100, 60);constant;500000;lbfgs +10.834.178.924.560.500;0.0;0.010498046875;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7924528301886793;0.7924528301886793;0.0;1488;0.8620689655172413;0.8620689655172413;0.0;1336;0.9767441860465116;0.9767441860465116;0.0;1284;0.875;0.875;0.0;1537;MLPClassifier;;;;;;;relu;(100, 100, 100);constant;500000;lbfgs +0.24046802520751953;0.0;0.016321897506713867;0.0;{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'log2'};0.803921568627451;0.803921568627451;0.0;7;0.8620689655172413;0.8620689655172413;0.0;7;0.9534883720930233;0.9534883720930233;0.0;4;0.8723404255319148;0.8723404255319148;0.0;7;RandomForestClassifier;;;gini;;balanced_subsample;log2;;;;; +0.22947192192077637;0.0;0.013857126235961914;0.0;{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'log2'};0.803921568627451;0.803921568627451;0.0;7;0.8620689655172413;0.8620689655172413;0.0;7;0.9534883720930233;0.9534883720930233;0.0;4;0.8723404255319148;0.8723404255319148;0.0;7;RandomForestClassifier;;;entropy;;balanced_subsample;log2;;;;; +0.126816987991333;0.0;0.007647991180419922;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;logistic;45;invscaling;500000;lbfgs +0.9703288078308105;0.0;0.010780096054077148;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;logistic;(90, 60);invscaling;500000;lbfgs +17.281.479.835.510.200;0.0;0.01061701774597168;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;logistic;(90, 90);constant;500000;lbfgs +21.319.868.564.605.700;0.0;0.009692192077636719;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;logistic;(20, 100, 80);adaptive;500000;lbfgs +0.9117040634155273;0.0;0.008288860321044922;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;logistic;(40, 40, 40);adaptive;500000;lbfgs +14.696.710.109.710.600;0.0;0.008911848068237305;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;logistic;(40, 40, 100);constant;500000;lbfgs +10.602.338.075.637.800;0.0;0.008952856063842773;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;logistic;(40, 60, 20);adaptive;500000;adam +18.043.458.461.761.400;0.0;0.009868144989013672;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;logistic;(40, 100, 60);invscaling;500000;lbfgs +0.7927300930023193;0.0;0.008717775344848633;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;logistic;(60, 20, 100);invscaling;500000;lbfgs +15.621.380.805.969.200;0.0;0.008553028106689453;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;logistic;(60, 20, 100);adaptive;500000;lbfgs +15.999.088.287.353.500;0.0;0.009335041046142578;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;logistic;(60, 60, 100);constant;500000;lbfgs +10.329.153.537.750.200;0.0;0.009189844131469727;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;logistic;(80, 20, 20);constant;500000;lbfgs +16.382.551.193.237.300;0.0;0.008548736572265625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;logistic;(80, 20, 40);adaptive;500000;lbfgs +1.480.374.813.079.830;0.0;0.010306119918823242;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;logistic;(80, 20, 80);invscaling;500000;lbfgs +1.780.184.507.369.990;0.0;0.009673833847045898;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;logistic;(80, 40, 20);constant;500000;adam +24.304.370.880.126.900;0.0;0.00863194465637207;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;logistic;(100, 20, 20);constant;500000;lbfgs +20.260.369.777.679.400;0.0;0.009300947189331055;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;logistic;(100, 40, 100);invscaling;500000;lbfgs +12.249.667.644.500.700;0.0;0.012861967086791992;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;logistic;(100, 60, 20);adaptive;500000;lbfgs +6.055.168.628.692.620;0.0;0.011417150497436523;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;logistic;(100, 80, 100);invscaling;500000;lbfgs +0.4027283191680908;0.0;0.010854959487915039;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;tanh;5;adaptive;500000;lbfgs +0.08737587928771973;0.0;0.009680032730102539;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;tanh;15;adaptive;500000;lbfgs +0.04514598846435547;0.0;0.0073089599609375;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;tanh;25;invscaling;500000;lbfgs +0.08721709251403809;0.0;0.00787210464477539;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;tanh;55;adaptive;500000;lbfgs +0.13541579246520996;0.0;0.008458137512207031;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;tanh;(60, 30);invscaling;500000;lbfgs +0.15642380714416504;0.0;0.013414144515991211;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;tanh;(20, 20, 20);constant;500000;lbfgs +0.18912100791931152;0.0;0.012783288955688477;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;tanh;(20, 20, 20);invscaling;500000;lbfgs +0.3180232048034668;0.0;0.009277820587158203;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;tanh;(20, 60, 80);adaptive;500000;lbfgs +0.18339180946350098;0.0;0.008970022201538086;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;tanh;(40, 20, 20);invscaling;500000;lbfgs +23.256.027.698.516.800;0.0;0.008168220520019531;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;tanh;(40, 20, 20);invscaling;500000;adam +0.3585660457611084;0.0;0.009074926376342773;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;tanh;(40, 60, 60);invscaling;500000;lbfgs +0.3693540096282959;0.0;0.009541988372802734;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;tanh;(40, 80, 60);constant;500000;lbfgs +0.6087329387664795;0.0;0.009350776672363281;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;tanh;(40, 80, 100);constant;500000;lbfgs +0.2968149185180664;0.0;0.008605003356933594;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;tanh;(60, 20, 40);constant;500000;lbfgs +0.3047001361846924;0.0;0.009495019912719727;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;tanh;(60, 20, 60);adaptive;500000;lbfgs +0.34043288230895996;0.0;0.012405872344970703;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;tanh;(60, 40, 60);invscaling;500000;lbfgs +0.6992969512939453;0.0;0.014986038208007812;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;tanh;(60, 60, 100);adaptive;500000;lbfgs +0.8435328006744385;0.0;0.009141921997070312;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;tanh;(60, 80, 100);invscaling;500000;lbfgs +0.29153013229370117;0.0;0.008785009384155273;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;tanh;(80, 20, 80);invscaling;500000;lbfgs +0.34786415100097656;0.0;0.009382009506225586;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;tanh;(80, 40, 20);invscaling;500000;lbfgs +0.41225290298461914;0.0;0.012649059295654297;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;tanh;(80, 40, 60);invscaling;500000;lbfgs +0.8741986751556396;0.0;0.013334035873413086;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;tanh;(100, 40, 100);adaptive;500000;lbfgs +0.6696171760559082;0.0;0.013065814971923828;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;tanh;(100, 60, 20);constant;500000;lbfgs +0.6820549964904785;0.0;0.009608983993530273;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;tanh;(100, 100, 40);constant;500000;lbfgs +0.3168628215789795;0.0;0.007953882217407227;0.0;{'activation': 'relu', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;10;constant;500000;lbfgs +0.11397886276245117;0.0;0.007398843765258789;0.0;{'activation': 'relu', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;15;invscaling;500000;lbfgs +0.11230278015136719;0.0;0.007252931594848633;0.0;{'activation': 'relu', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;45;adaptive;500000;lbfgs +0.11328577995300293;0.0;0.007375240325927734;0.0;{'activation': 'relu', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;50;adaptive;500000;lbfgs +0.12279605865478516;0.0;0.009727001190185547;0.0;{'activation': 'relu', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;75;invscaling;500000;lbfgs +0.1335129737854004;0.0;0.010053157806396484;0.0;{'activation': 'relu', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;75;adaptive;500000;lbfgs +0.10833501815795898;0.0;0.007580757141113281;0.0;{'activation': 'relu', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;85;constant;500000;lbfgs +0.16095638275146484;0.0;0.007995843887329102;0.0;{'activation': 'relu', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;100;invscaling;500000;lbfgs +0.152238130569458;0.0;0.009494781494140625;0.0;{'activation': 'relu', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;100;adaptive;500000;lbfgs +0.2110309600830078;0.0;0.008254051208496094;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(30, 75);adaptive;500000;lbfgs +0.16327500343322754;0.0;0.007880926132202148;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(45, 30);invscaling;500000;lbfgs +0.23570799827575684;0.0;0.00834798812866211;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(45, 90);constant;500000;lbfgs +0.26763319969177246;0.0;0.011648178100585938;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(75, 45);constant;500000;lbfgs +0.44374704360961914;0.0;0.010133743286132812;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(90, 75);constant;500000;lbfgs +0.5588669776916504;0.0;0.009590864181518555;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(90, 90);adaptive;500000;lbfgs +0.24028420448303223;0.0;0.007832765579223633;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(20, 40, 20);adaptive;500000;lbfgs +0.31200289726257324;0.0;0.00871133804321289;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(20, 80, 20);adaptive;500000;lbfgs +0.422076940536499;0.0;0.009785890579223633;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(20, 100, 20);constant;500000;lbfgs +0.2658259868621826;0.0;0.008430004119873047;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(40, 40, 40);invscaling;500000;lbfgs +12.900.450.229.644.700;0.0;0.008379220962524414;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(40, 40, 60);adaptive;500000;adam +0.322620153427124;0.0;0.009506702423095703;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(40, 60, 60);constant;500000;lbfgs +0.39482998847961426;0.0;0.008764028549194336;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(40, 80, 20);invscaling;500000;lbfgs +0.5507760047912598;0.0;0.009033918380737305;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(40, 80, 80);invscaling;500000;lbfgs +0.8090808391571045;0.0;0.00840616226196289;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(40, 100, 60);constant;500000;lbfgs +20.453.989.505.767.800;0.0;0.009321928024291992;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(40, 100, 80);invscaling;500000;adam +0.806847095489502;0.0;0.010565042495727539;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(40, 100, 100);invscaling;500000;lbfgs +0.3033320903778076;0.0;0.013621807098388672;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(60, 20, 40);constant;500000;lbfgs +0.3851809501647949;0.0;0.009645938873291016;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(60, 40, 60);invscaling;500000;lbfgs +0.36003589630126953;0.0;0.009840011596679688;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(60, 40, 80);invscaling;500000;lbfgs +0.48945188522338867;0.0;0.009357929229736328;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(60, 40, 100);constant;500000;lbfgs +0.5609831809997559;0.0;0.00931096076965332;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(60, 40, 100);adaptive;500000;lbfgs +0.6624419689178467;0.0;0.009368181228637695;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(60, 80, 40);constant;500000;lbfgs +0.6119241714477539;0.0;0.009912729263305664;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(60, 100, 100);adaptive;500000;lbfgs +0.34459686279296875;0.0;0.009492158889770508;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(80, 20, 40);invscaling;500000;lbfgs +12.010.860.443.115.200;0.0;0.009135007858276367;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(80, 20, 80);invscaling;500000;adam +0.7210299968719482;0.0;0.009507894515991211;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(80, 60, 100);invscaling;500000;lbfgs +0.583076000213623;0.0;0.00919485092163086;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(80, 80, 20);constant;500000;lbfgs +0.546917200088501;0.0;0.007341861724853516;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(80, 80, 40);constant;500000;lbfgs +0.4203369617462158;0.0;0.009570837020874023;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(100, 20, 60);constant;500000;lbfgs +0.33513379096984863;0.0;0.009569168090820312;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(100, 20, 80);constant;500000;lbfgs +16.035.020.351.409.900;0.0;0.009654045104980469;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(100, 100, 20);invscaling;500000;adam +0.9729540348052979;0.0;0.009997844696044922;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.803921568627451;0.803921568627451;0.0;1093;0.8620689655172413;0.8620689655172413;0.0;1336;0.9534883720930233;0.9534883720930233;0.0;2739;0.8723404255319148;0.8723404255319148;0.0;1899;MLPClassifier;;;;;;;relu;(100, 100, 40);adaptive;500000;lbfgs +11.122.870.445.251.400;0.0;0.009282827377319336;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8163265306122449;0.8163265306122449;0.0;540;0.8620689655172413;0.8620689655172413;0.0;1336;0.9302325581395349;0.9302325581395349;0.0;3215;0.8695652173913043;0.8695652173913043;0.0;1984;MLPClassifier;;;;;;;logistic;(15, 75);adaptive;500000;lbfgs +0.5609650611877441;0.0;0.008949995040893555;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8163265306122449;0.8163265306122449;0.0;540;0.8620689655172413;0.8620689655172413;0.0;1336;0.9302325581395349;0.9302325581395349;0.0;3215;0.8695652173913043;0.8695652173913043;0.0;1984;MLPClassifier;;;;;;;logistic;(75, 30);invscaling;500000;lbfgs +19.864.280.223.846.400;0.0;0.010023117065429688;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8163265306122449;0.8163265306122449;0.0;540;0.8620689655172413;0.8620689655172413;0.0;1336;0.9302325581395349;0.9302325581395349;0.0;3215;0.8695652173913043;0.8695652173913043;0.0;1984;MLPClassifier;;;;;;;logistic;(20, 80, 60);invscaling;500000;lbfgs +30.494.039.058.685.300;0.0;0.011406183242797852;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8163265306122449;0.8163265306122449;0.0;540;0.8620689655172413;0.8620689655172413;0.0;1336;0.9302325581395349;0.9302325581395349;0.0;3215;0.8695652173913043;0.8695652173913043;0.0;1984;MLPClassifier;;;;;;;logistic;(100, 20, 80);adaptive;500000;lbfgs +14.534.778.594.970.700;0.0;0.009190082550048828;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8163265306122449;0.8163265306122449;0.0;540;0.8620689655172413;0.8620689655172413;0.0;1336;0.9302325581395349;0.9302325581395349;0.0;3215;0.8695652173913043;0.8695652173913043;0.0;1984;MLPClassifier;;;;;;;logistic;(100, 20, 100);constant;500000;lbfgs +20.550.169.944.763.100;0.0;0.011361122131347656;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8163265306122449;0.8163265306122449;0.0;540;0.8620689655172413;0.8620689655172413;0.0;1336;0.9302325581395349;0.9302325581395349;0.0;3215;0.8695652173913043;0.8695652173913043;0.0;1984;MLPClassifier;;;;;;;logistic;(100, 80, 20);constant;500000;lbfgs +0.441831111907959;0.0;0.009882926940917969;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8163265306122449;0.8163265306122449;0.0;540;0.8620689655172413;0.8620689655172413;0.0;1336;0.9302325581395349;0.9302325581395349;0.0;3215;0.8695652173913043;0.8695652173913043;0.0;1984;MLPClassifier;;;;;;;tanh;(20, 100, 40);invscaling;500000;lbfgs +0.5773589611053467;0.0;0.007502079010009766;0.0;{'activation': 'relu', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8163265306122449;0.8163265306122449;0.0;540;0.8620689655172413;0.8620689655172413;0.0;1336;0.9302325581395349;0.9302325581395349;0.0;3215;0.8695652173913043;0.8695652173913043;0.0;1984;MLPClassifier;;;;;;;relu;5;adaptive;500000;lbfgs +0.4307551383972168;0.0;0.011085033416748047;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8163265306122449;0.8163265306122449;0.0;540;0.8620689655172413;0.8620689655172413;0.0;1336;0.9302325581395349;0.9302325581395349;0.0;3215;0.8695652173913043;0.8695652173913043;0.0;1984;MLPClassifier;;;;;;;relu;(20, 40, 80);adaptive;500000;lbfgs +0.0794980525970459;0.0;0.0073010921478271484;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;logistic;20;adaptive;500000;lbfgs +0.4777700901031494;0.0;0.009109020233154297;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;logistic;(45, 75);adaptive;500000;lbfgs +10.012.540.817.260.700;0.0;0.00898289680480957;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;logistic;(20, 60, 60);invscaling;500000;lbfgs +20.857.207.775.115.900;0.0;0.008977174758911133;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;logistic;(20, 100, 100);constant;500000;lbfgs +18.617.000.579.833.900;0.0;0.008855819702148438;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;logistic;(40, 20, 40);adaptive;500000;lbfgs +0.47405004501342773;0.0;0.00919485092163086;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;logistic;(40, 40, 40);invscaling;500000;lbfgs +4.345.188.856.124.870;0.0;0.008704185485839844;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;logistic;(40, 60, 60);invscaling;500000;lbfgs +2.393.418.312.072.750;0.0;0.008725643157958984;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;logistic;(40, 80, 60);invscaling;500000;lbfgs +16.158.447.265.625;0.0;0.009685993194580078;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;logistic;(80, 60, 60);adaptive;500000;lbfgs +12.569.961.547.851.500;0.0;0.009227752685546875;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;logistic;(100, 60, 20);invscaling;500000;lbfgs +3.310.415.744.781.490;0.0;0.009907245635986328;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;logistic;(100, 100, 80);invscaling;500000;lbfgs +0.053614139556884766;0.0;0.007400035858154297;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;tanh;40;invscaling;500000;lbfgs +5.215.651.035.308.830;0.0;0.0077669620513916016;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;tanh;(15, 90);invscaling;500000;adam +0.18590593338012695;0.0;0.008022069931030273;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;tanh;(30, 60);adaptive;500000;lbfgs +222.444.224.357.605;0.0;0.007915973663330078;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;tanh;(20, 20, 20);constant;500000;adam +0.17095017433166504;0.0;0.007672786712646484;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;tanh;(20, 40, 20);invscaling;500000;lbfgs +407.795.524.597.168;0.0;0.008311033248901367;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;tanh;(20, 40, 80);adaptive;500000;adam +4.041.300.058.364.860;0.0;0.00886392593383789;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;tanh;(20, 60, 60);constant;500000;adam +0.42508387565612793;0.0;0.009057998657226562;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;tanh;(20, 100, 40);constant;500000;lbfgs +6.194.411.039.352.410;0.0;0.008583307266235352;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;tanh;(20, 100, 100);constant;500000;adam +0.36864209175109863;0.0;0.009171009063720703;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;tanh;(100, 40, 20);constant;500000;lbfgs +0.6703281402587891;0.0;0.023108959197998047;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;tanh;(100, 40, 100);invscaling;500000;lbfgs +2.828.406.810.760.490;0.0;0.015366077423095703;0.0;{'activation': 'relu', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;30;constant;500000;adam +32.833.290.100.097.600;0.0;0.007272005081176758;0.0;{'activation': 'relu', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;30;adaptive;500000;adam +0.16973209381103516;0.0;0.007501840591430664;0.0;{'activation': 'relu', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;40;invscaling;500000;lbfgs +2.953.436.851.501.460;0.0;0.0074901580810546875;0.0;{'activation': 'relu', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;45;invscaling;500000;adam +3.151.534.080.505.370;0.0;0.007593870162963867;0.0;{'activation': 'relu', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;50;invscaling;500000;adam +32.946.431.636.810.300;0.0;0.008199930191040039;0.0;{'activation': 'relu', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;70;adaptive;500000;adam +288.913.893.699.646;0.0;0.007843017578125;0.0;{'activation': 'relu', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;95;adaptive;500000;adam +20.955.519.676.208.400;0.0;0.00771784782409668;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(15, 30);adaptive;500000;adam +0.2859981060028076;0.0;0.00712895393371582;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(15, 60);adaptive;500000;lbfgs +24.284.110.069.274.900;0.0;0.007902860641479492;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(15, 75);constant;500000;adam +0.18853282928466797;0.0;0.007697343826293945;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(45, 45);constant;500000;lbfgs +2.105.966.091.156.000;0.0;0.008707046508789062;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(75, 60);constant;500000;adam +0.330214262008667;0.0;0.009506702423095703;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(90, 15);constant;500000;lbfgs +1.809.865.951.538.080;0.0;0.009495019912719727;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(20, 20, 20);constant;500000;adam +0.3137228488922119;0.0;0.007961273193359375;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(20, 20, 60);invscaling;500000;lbfgs +18.788.630.962.371.800;0.0;0.007895946502685547;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(20, 20, 100);invscaling;500000;adam +17.721.879.482.269.200;0.0;0.008330345153808594;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(20, 40, 20);invscaling;500000;adam +19.576.210.975.646.900;0.0;0.008636951446533203;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(20, 40, 100);adaptive;500000;adam +2.098.976.993.560.790;0.0;0.009316205978393555;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(20, 60, 100);adaptive;500000;sgd +17.019.989.490.509.000;0.0;0.008887052536010742;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(20, 80, 60);adaptive;500000;adam +1.988.092.303.276.060;0.0;0.008709907531738281;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(20, 100, 60);constant;500000;sgd +1.980.121.684.074.400;0.0;0.008826017379760742;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(20, 100, 60);adaptive;500000;sgd +0.18903279304504395;0.0;0.00913381576538086;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(40, 20, 20);constant;500000;lbfgs +0.23839592933654785;0.0;0.00864100456237793;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(40, 20, 60);invscaling;500000;lbfgs +14.387.111.902.236.900;0.0;0.008539915084838867;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(40, 20, 100);adaptive;500000;sgd +12.549.584.150.314.300;0.0;0.00848698616027832;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(40, 40, 20);adaptive;500000;sgd +12.218.377.828.598.000;0.0;0.009252071380615234;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(40, 40, 40);constant;500000;sgd +0.34639883041381836;0.0;0.008806943893432617;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(40, 60, 20);invscaling;500000;lbfgs +14.840.684.175.491.300;0.0;0.012104988098144531;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(40, 60, 40);constant;500000;sgd +1.488.358.974.456.780;0.0;0.008999109268188477;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(40, 60, 60);constant;500000;adam +1.594.973.087.310.790;0.0;0.009948968887329102;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(40, 60, 80);constant;500000;adam +18.460.728.883.743.200;0.0;0.010614156723022461;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(40, 80, 40);adaptive;500000;sgd +27.269.451.141.357.400;0.0;0.009474992752075195;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(40, 80, 80);adaptive;500000;sgd +17.273.919.582.366.900;0.0;0.014236927032470703;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(40, 80, 100);constant;500000;adam +20.090.203.285.217.200;0.0;0.00889277458190918;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(40, 100, 20);adaptive;500000;sgd +14.104.043.960.571.200;0.0;0.009517908096313477;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(60, 20, 20);constant;500000;sgd +1.630.159.854.888.910;0.0;0.008871316909790039;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(60, 20, 80);invscaling;500000;adam +14.885.048.866.271.900;0.0;0.01657891273498535;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(60, 20, 100);adaptive;500000;adam +15.004.401.922.225.900;0.0;0.008922100067138672;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(60, 40, 60);adaptive;500000;sgd +200.967.698.097.229;0.0;0.009473085403442383;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(60, 40, 100);adaptive;500000;sgd +19.321.218.013.763.400;0.0;0.009855985641479492;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(60, 80, 60);adaptive;500000;sgd +2.143.858.003.616.330;0.0;0.006442070007324219;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(60, 80, 80);constant;500000;sgd +1.717.421.054.840.080;0.0;0.009174823760986328;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(60, 80, 80);invscaling;500000;adam +1.907.916.808.128.350;0.0;0.009668111801147461;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(60, 100, 20);adaptive;500000;sgd +21.185.287.952.423.000;0.0;0.010305166244506836;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(60, 100, 60);constant;500000;sgd +22.416.398.525.238.000;0.0;0.009382247924804688;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(60, 100, 80);constant;500000;adam +0.23679709434509277;0.0;0.009290933609008789;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(80, 20, 20);invscaling;500000;lbfgs +1.179.660.177.230.830;0.0;0.009268045425415039;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(80, 20, 40);constant;500000;sgd +14.737.462.997.436.500;0.0;0.010336160659790039;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(80, 20, 100);constant;500000;sgd +0.6940329074859619;0.0;0.00983285903930664;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(80, 40, 20);constant;500000;lbfgs +0.6105401515960693;0.0;0.009540081024169922;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(80, 60, 60);adaptive;500000;lbfgs +21.985.082.149.505.600;0.0;0.009226083755493164;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(80, 60, 100);constant;500000;sgd +2.357.787.275.314.330;0.0;0.00974583625793457;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(80, 60, 100);adaptive;500000;sgd +16.767.488.956.451.400;0.0;0.010262012481689453;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(80, 80, 20);adaptive;500000;sgd +20.416.111.707.687.300;0.0;0.009968996047973633;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(80, 100, 40);adaptive;500000;sgd +24.046.383.142.471.300;0.0;0.009551048278808594;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(80, 100, 60);adaptive;500000;sgd +24.904.253.005.981.400;0.0;0.009779930114746094;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(80, 100, 100);constant;500000;sgd +13.544.084.072.113.000;0.0;0.009439945220947266;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(100, 20, 80);adaptive;500000;sgd +1.580.312.705.039.970;0.0;0.009260892868041992;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(100, 20, 100);adaptive;500000;sgd +175.331.609.249.115;0.0;0.011220932006835938;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(100, 40, 100);constant;500000;sgd +15.217.280.387.878.400;0.0;0.009193897247314453;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(100, 40, 100);constant;500000;adam +17.520.262.956.619.200;0.0;0.009652137756347656;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(100, 60, 40);adaptive;500000;sgd +17.931.398.153.305.000;0.0;0.009624242782592773;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(100, 60, 60);constant;500000;sgd +19.324.383.974.075.300;0.0;0.013812065124511719;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(100, 80, 20);adaptive;500000;sgd +21.132.401.943.206.700;0.0;0.009926080703735352;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(100, 80, 80);constant;500000;sgd +2.127.822.971.343.990;0.0;0.006471157073974609;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(100, 100, 20);adaptive;500000;sgd +14.769.221.067.428.500;0.0;0.003412008285522461;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7678571428571429;0.7678571428571429;0.0;2545;0.8505747126436781;0.8505747126436781;0.0;1993;1.0;1.0;0.0;1;0.8686868686868687;0.8686868686868687;0.0;1993;MLPClassifier;;;;;;;relu;(100, 100, 100);constant;500000;sgd +0.1635589599609375;0.0;0.00781702995300293;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;15;constant;500000;lbfgs +0.10294389724731445;0.0;0.007543087005615234;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;30;invscaling;500000;lbfgs +0.12390685081481934;0.0;0.0073320865631103516;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;35;constant;500000;lbfgs +0.13145112991333008;0.0;0.007444858551025391;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;45;adaptive;500000;lbfgs +0.14710307121276855;0.0;0.007967948913574219;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;50;invscaling;500000;lbfgs +0.18094086647033691;0.0;0.008055925369262695;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;65;constant;500000;lbfgs +0.24232983589172363;0.0;0.009158849716186523;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;90;invscaling;500000;lbfgs +0.2197420597076416;0.0;0.009018898010253906;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;95;constant;500000;lbfgs +0.7175288200378418;0.0;0.01402592658996582;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(15, 45);constant;500000;lbfgs +0.41490817070007324;0.0;0.008234977722167969;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(15, 90);invscaling;500000;lbfgs +0.41839003562927246;0.0;0.008126974105834961;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(30, 60);invscaling;500000;lbfgs +0.6417117118835449;0.0;0.008131265640258789;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(45, 45);adaptive;500000;lbfgs +0.569037675857544;0.0;0.008437395095825195;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(45, 90);adaptive;500000;lbfgs +0.6846389770507812;0.0;0.009155035018920898;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(60, 60);constant;500000;lbfgs +0.46334218978881836;0.0;0.012063026428222656;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(60, 60);invscaling;500000;lbfgs +0.671353816986084;0.0;0.009302854537963867;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(75, 60);constant;500000;lbfgs +0.8173718452453613;0.0;0.009596824645996094;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(75, 75);adaptive;500000;lbfgs +0.7546930313110352;0.0;0.010562896728515625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(90, 30);adaptive;500000;lbfgs +0.8159518241882324;0.0;0.009714841842651367;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(90, 90);adaptive;500000;lbfgs +16.333.730.220.794.600;0.0;0.008881092071533203;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(20, 40, 60);invscaling;500000;lbfgs +5.212.722.063.064.570;0.0;0.008911848068237305;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(20, 60, 20);constant;500000;lbfgs +22.522.690.296.173.000;0.0;0.009425878524780273;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(20, 60, 60);constant;500000;lbfgs +2.330.482.006.072.990;0.0;0.0090179443359375;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(20, 80, 80);invscaling;500000;lbfgs +2.047.185.182.571.410;0.0;0.009042978286743164;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(20, 80, 100);invscaling;500000;lbfgs +15.699.419.975.280.700;0.0;0.009259939193725586;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(20, 100, 20);adaptive;500000;lbfgs +0.8609728813171387;0.0;0.010131120681762695;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(40, 20, 20);invscaling;500000;lbfgs +11.092.431.545.257.500;0.0;0.0135040283203125;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(40, 20, 40);constant;500000;lbfgs +0.9124879837036133;0.0;0.009198188781738281;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(40, 20, 60);adaptive;500000;lbfgs +0.8623132705688477;0.0;0.017055034637451172;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(40, 40, 20);constant;500000;lbfgs +0.8259398937225342;0.0;0.008032083511352539;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(40, 40, 60);invscaling;500000;lbfgs +0.9085438251495361;0.0;0.012994050979614258;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(40, 60, 40);adaptive;500000;lbfgs +17.798.430.919.647.200;0.0;0.008950948715209961;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(40, 60, 100);invscaling;500000;lbfgs +10.296.218.395.233.100;0.0;0.009664058685302734;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(40, 80, 40);constant;500000;lbfgs +16.112.871.170.043.900;0.0;0.01012873649597168;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(40, 100, 80);adaptive;500000;lbfgs +17.066.881.656.646.700;0.0;0.00863504409790039;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(60, 40, 100);constant;500000;lbfgs +13.001.039.028.167.700;0.0;0.009918928146362305;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(60, 60, 60);constant;500000;lbfgs +12.139.179.706.573.400;0.0;0.009015083312988281;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(60, 60, 60);adaptive;500000;lbfgs +24.383.480.548.858.600;0.0;0.009105920791625977;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(60, 80, 20);invscaling;500000;lbfgs +2.768.665.075.302.120;0.0;0.010250091552734375;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(60, 80, 40);invscaling;500000;lbfgs +27.216.482.162.475.500;0.0;0.009784698486328125;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(60, 80, 80);adaptive;500000;lbfgs +3.109.663.963.317.870;0.0;0.009529829025268555;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(60, 80, 100);invscaling;500000;lbfgs +21.933.000.087.738.000;0.0;0.009252071380615234;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(60, 100, 20);invscaling;500000;lbfgs +2.293.833.017.349.240;0.0;0.009752035140991211;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(60, 100, 60);adaptive;500000;lbfgs +1.721.256.971.359.250;0.0;0.008759021759033203;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(80, 40, 60);constant;500000;lbfgs +18.803.799.152.374.200;0.0;0.009253978729248047;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(80, 40, 80);adaptive;500000;lbfgs +3.353.685.140.609.740;0.0;0.009273052215576172;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(80, 40, 100);constant;500000;lbfgs +12.721.798.419.952.300;0.0;0.008748054504394531;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(80, 60, 20);adaptive;500000;lbfgs +3.714.711.904.525.750;0.0;0.016314268112182617;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(80, 80, 100);adaptive;500000;lbfgs +31.827.688.217.163.000;0.0;0.00947117805480957;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(80, 100, 80);constant;500000;lbfgs +4.050.010.681.152.340;0.0;0.009216070175170898;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(80, 100, 100);constant;500000;lbfgs +20.126.640.796.661.300;0.0;0.012581825256347656;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(100, 60, 60);constant;500000;lbfgs +195.831.298.828.125;0.0;0.009747028350830078;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(100, 60, 60);invscaling;500000;lbfgs +6.749.891.042.709.350;0.0;0.010255813598632812;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;logistic;(100, 80, 60);adaptive;500000;lbfgs +32.395.639.419.555.600;0.0;0.007122993469238281;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;10;adaptive;500000;adam +32.960.503.101.348.800;0.0;0.007302999496459961;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;15;constant;500000;adam +3.080.993.890.762.320;0.0;0.007274150848388672;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;20;constant;500000;adam +34.287.497.997.283.900;0.0;0.007304191589355469;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;30;adaptive;500000;adam +30.568.597.316.741.900;0.0;0.009664058685302734;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;35;constant;500000;adam +33.100.521.564.483.600;0.0;0.007452964782714844;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;40;constant;500000;adam +0.05240917205810547;0.0;0.007361888885498047;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;40;adaptive;500000;lbfgs +34.187.581.539.154.000;0.0;0.011291980743408203;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;40;adaptive;500000;adam +36.234.049.797.058.100;0.0;0.007703065872192383;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;50;constant;500000;adam +428.242.826.461.792;0.0;0.009212732315063477;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;55;constant;500000;adam +3.711.134.910.583.490;0.0;0.007791042327880859;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;55;adaptive;500000;adam +0.09691095352172852;0.0;0.007992982864379883;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;80;invscaling;500000;lbfgs +4.539.554.834.365.840;0.0;0.008221149444580078;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;80;adaptive;500000;adam +4.694.403.171.539.300;0.0;0.008589029312133789;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;85;constant;500000;adam +0.1104590892791748;0.0;0.008052825927734375;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;85;invscaling;500000;lbfgs +4.457.110.166.549.680;0.0;0.008507728576660156;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;85;invscaling;500000;adam +5.523.406.028.747.550;0.0;0.014384269714355469;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;85;adaptive;500000;adam +5.485.336.065.292.350;0.0;0.008347034454345703;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;95;adaptive;500000;adam +38.205.323.219.299.300;0.0;0.007910728454589844;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(15, 30);invscaling;500000;adam +4.067.896.127.700.800;0.0;0.009358882904052734;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(15, 60);constant;500000;adam +3.920.596.122.741.690;0.0;0.007667064666748047;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(15, 75);constant;500000;adam +0.1763913631439209;0.0;0.007772922515869141;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(15, 90);invscaling;500000;lbfgs +35.090.830.326.080.300;0.0;0.008255958557128906;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(30, 30);adaptive;500000;adam +0.1495351791381836;0.0;0.007868766784667969;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(30, 60);constant;500000;lbfgs +3.527.202.844.619.750;0.0;0.011898279190063477;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(30, 60);invscaling;500000;adam +42.262.022.495.269.700;0.0;0.014351844787597656;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(30, 75);constant;500000;adam +32.306.559.085.845.900;0.0;0.008598089218139648;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(45, 30);adaptive;500000;adam +0.22474026679992676;0.0;0.009072065353393555;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(45, 75);adaptive;500000;lbfgs +33.143.951.892.852.700;0.0;0.00874185562133789;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(60, 30);adaptive;500000;adam +0.1483447551727295;0.0;0.008410215377807617;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(60, 45);constant;500000;lbfgs +0.29749298095703125;0.0;0.009075164794921875;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(60, 90);adaptive;500000;lbfgs +38.900.227.546.691.800;0.0;0.012221097946166992;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(90, 15);invscaling;500000;adam +3.593.297.004.699.700;0.0;0.009296178817749023;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(90, 30);adaptive;500000;adam +0.2812471389770508;0.0;0.009387016296386719;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(90, 60);adaptive;500000;lbfgs +0.17101788520812988;0.0;0.007945060729980469;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(20, 20, 40);adaptive;500000;lbfgs +22.690.372.467.041.000;0.0;0.007832765579223633;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(20, 20, 40);adaptive;500000;adam +0.17112398147583008;0.0;0.007836103439331055;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(20, 20, 60);invscaling;500000;lbfgs +0.19496703147888184;0.0;0.007943868637084961;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(20, 20, 80);adaptive;500000;lbfgs +0.1716301441192627;0.0;0.008044958114624023;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(20, 40, 20);constant;500000;lbfgs +3.482.943.058.013.910;0.0;0.007840871810913086;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(20, 40, 40);adaptive;500000;adam +0.31594395637512207;0.0;0.008688926696777344;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(20, 40, 80);invscaling;500000;lbfgs +0.32594990730285645;0.0;0.00956106185913086;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(20, 40, 80);adaptive;500000;lbfgs +37.927.658.557.891.800;0.0;0.009786844253540039;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(20, 40, 100);invscaling;500000;adam +0.24007892608642578;0.0;0.00964808464050293;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(20, 60, 20);constant;500000;lbfgs +0.37790799140930176;0.0;0.008111715316772461;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(20, 60, 40);invscaling;500000;lbfgs +0.34407591819763184;0.0;0.009015083312988281;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(20, 80, 20);invscaling;500000;lbfgs +0.3641090393066406;0.0;0.00864410400390625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(20, 80, 40);invscaling;500000;lbfgs +4.500.955.104.827.880;0.0;0.00939798355102539;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(20, 80, 40);invscaling;500000;adam +0.49321436882019043;0.0;0.008644819259643555;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(20, 100, 40);adaptive;500000;lbfgs +42.050.089.836.120.600;0.0;0.014343023300170898;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(20, 100, 40);adaptive;500000;adam +0.550645112991333;0.0;0.009415864944458008;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(20, 100, 80);adaptive;500000;lbfgs +2.279.705.047.607.420;0.0;0.008630037307739258;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(40, 20, 20);adaptive;500000;adam +0.15880703926086426;0.0;0.008416175842285156;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(40, 20, 40);constant;500000;lbfgs +0.21816182136535645;0.0;0.00824594497680664;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(40, 20, 40);adaptive;500000;lbfgs +2.656.083.345.413.200;0.0;0.011781930923461914;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(40, 20, 60);adaptive;500000;adam +30.334.150.791.168.200;0.0;0.008214950561523438;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(40, 20, 100);invscaling;500000;adam +0.35591697692871094;0.0;0.011630058288574219;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(40, 40, 80);adaptive;500000;lbfgs +31.906.509.399.414.000;0.0;0.008970022201538086;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(40, 60, 20);adaptive;500000;adam +0.3799459934234619;0.0;0.011787891387939453;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(40, 60, 60);adaptive;500000;lbfgs +32.951.319.217.681.800;0.0;0.009293079376220703;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(40, 60, 60);adaptive;500000;adam +0.42427492141723633;0.0;0.009312868118286133;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(40, 60, 80);invscaling;500000;lbfgs +32.639.899.253.845.200;0.0;0.009006023406982422;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(40, 60, 80);adaptive;500000;adam +0.48178601264953613;0.0;0.008729934692382812;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(40, 80, 80);constant;500000;lbfgs +0.5392780303955078;0.0;0.009389162063598633;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(40, 80, 80);adaptive;500000;lbfgs +5.455.193.042.755.120;0.0;0.011687994003295898;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(40, 80, 100);constant;500000;adam +3.926.527.976.989.740;0.0;0.009546041488647461;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(40, 100, 20);adaptive;500000;adam +0.41454100608825684;0.0;0.009218215942382812;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(40, 100, 40);constant;500000;lbfgs +40.109.570.026.397.700;0.0;0.010030031204223633;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(40, 100, 40);invscaling;500000;adam +0.609299898147583;0.0;0.009770870208740234;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(40, 100, 80);invscaling;500000;lbfgs +5.281.315.088.272.090;0.0;0.009222984313964844;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(40, 100, 100);constant;500000;adam +43.694.353.103.637.600;0.0;0.01258087158203125;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(60, 40, 80);invscaling;500000;adam +46.641.809.940.338.100;0.0;0.015902042388916016;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(60, 60, 40);adaptive;500000;adam +0.5906410217285156;0.0;0.018353939056396484;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(60, 60, 80);adaptive;500000;lbfgs +0.4770972728729248;0.0;0.012886762619018555;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(60, 80, 40);invscaling;500000;lbfgs +20.716.381.072.998.000;0.0;0.012316226959228516;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(80, 20, 20);invscaling;500000;adam +0.2618391513824463;0.0;0.008839845657348633;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(80, 20, 40);constant;500000;lbfgs +2.515.866.994.857.780;0.0;0.008977890014648438;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(80, 20, 40);adaptive;500000;adam +3.001.800.060.272.210;0.0;0.008967161178588867;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(80, 20, 80);adaptive;500000;adam +29.384.288.787.841.700;0.0;0.008932828903198242;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(80, 20, 100);constant;500000;adam +28.411.667.346.954.300;0.0;0.008022069931030273;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(80, 20, 100);invscaling;500000;adam +0.35649895668029785;0.0;0.009537935256958008;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(80, 20, 100);adaptive;500000;lbfgs +31.079.978.942.871.000;0.0;0.008970022201538086;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(80, 40, 60);invscaling;500000;adam +34.942.028.522.491.400;0.0;0.008860349655151367;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(80, 60, 20);constant;500000;adam +0.36336183547973633;0.0;0.009487152099609375;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(80, 60, 40);adaptive;500000;lbfgs +0.5616297721862793;0.0;0.009921073913574219;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(80, 60, 100);invscaling;500000;lbfgs +35.741.682.052.612.300;0.0;0.0099029541015625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(80, 100, 20);invscaling;500000;adam +0.5675048828125;0.0;0.00981903076171875;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(80, 100, 40);constant;500000;lbfgs +0.6043829917907715;0.0;0.010470867156982422;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(80, 100, 60);adaptive;500000;lbfgs +0.9214959144592285;0.0;0.010425090789794922;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(80, 100, 100);constant;500000;lbfgs +0.3619229793548584;0.0;0.010412931442260742;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(100, 20, 60);constant;500000;lbfgs +25.582.709.312.438.900;0.0;0.009417295455932617;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(100, 20, 80);adaptive;500000;adam +0.6723320484161377;0.0;0.009462118148803711;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(100, 20, 100);constant;500000;lbfgs +0.4042999744415283;0.0;0.009817123413085938;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(100, 60, 20);adaptive;500000;lbfgs +31.630.160.808.563.200;0.0;0.011549949645996094;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(100, 60, 60);adaptive;500000;adam +0.626535177230835;0.0;0.010324954986572266;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(100, 80, 20);constant;500000;lbfgs +0.8078429698944092;0.0;0.009735345840454102;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(100, 80, 20);adaptive;500000;lbfgs +0.533308744430542;0.0;0.009758234024047852;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(100, 80, 40);constant;500000;lbfgs +0.8031399250030518;0.0;0.010177135467529297;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;tanh;(100, 100, 60);constant;500000;lbfgs +30.337.369.441.986.000;0.0;0.0072479248046875;0.0;{'activation': 'relu', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;20;constant;500000;adam +2.872.032.880.783.080;0.0;0.007173299789428711;0.0;{'activation': 'relu', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;40;constant;500000;adam +0.10918879508972168;0.0;0.009274005889892578;0.0;{'activation': 'relu', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;40;adaptive;500000;lbfgs +0.10705900192260742;0.0;0.01403498649597168;0.0;{'activation': 'relu', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;45;constant;500000;lbfgs +2.942.092.180.252.070;0.0;0.008493900299072266;0.0;{'activation': 'relu', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;45;constant;500000;adam +3.010.903.835.296.630;0.0;0.0076830387115478516;0.0;{'activation': 'relu', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;45;adaptive;500000;adam +30.115.039.348.602.200;0.0;0.00850987434387207;0.0;{'activation': 'relu', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;50;adaptive;500000;adam +2.808.372.974.395.750;0.0;0.007596015930175781;0.0;{'activation': 'relu', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;55;invscaling;500000;adam +0.09851884841918945;0.0;0.00728607177734375;0.0;{'activation': 'relu', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;55;adaptive;500000;lbfgs +3.090.080.976.486.200;0.0;0.007704019546508789;0.0;{'activation': 'relu', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;55;adaptive;500000;adam +0.09907317161560059;0.0;0.007280826568603516;0.0;{'activation': 'relu', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;60;invscaling;500000;lbfgs +32.388.811.111.450.100;0.0;0.01225590705871582;0.0;{'activation': 'relu', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;60;invscaling;500000;adam +30.686.299.800.872.800;0.0;0.008709907531738281;0.0;{'activation': 'relu', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;65;constant;500000;adam +0.16080522537231445;0.0;0.007799625396728516;0.0;{'activation': 'relu', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;65;invscaling;500000;lbfgs +29.226.698.875.427.200;0.0;0.00775599479675293;0.0;{'activation': 'relu', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;65;invscaling;500000;adam +31.970.369.815.826.400;0.0;0.007895708084106445;0.0;{'activation': 'relu', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;65;adaptive;500000;adam +306.536.602.973.938;0.0;0.007254123687744141;0.0;{'activation': 'relu', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;70;invscaling;500000;adam +2.954.512.119.293.210;0.0;0.0076558589935302734;0.0;{'activation': 'relu', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;75;constant;500000;adam +3.151.249.885.559.080;0.0;0.008146286010742188;0.0;{'activation': 'relu', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;75;invscaling;500000;adam +33.136.091.232.299.800;0.0;0.010473251342773438;0.0;{'activation': 'relu', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;80;invscaling;500000;adam +2.929.995.059.967.040;0.0;0.008088111877441406;0.0;{'activation': 'relu', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;85;invscaling;500000;adam +0.13745403289794922;0.0;0.007809877395629883;0.0;{'activation': 'relu', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;90;constant;500000;lbfgs +33.340.742.588.043.200;0.0;0.007677793502807617;0.0;{'activation': 'relu', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;90;constant;500000;adam +324.922.513.961.792;0.0;0.007954120635986328;0.0;{'activation': 'relu', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;90;invscaling;500000;adam +29.678.561.687.469.400;0.0;0.0074787139892578125;0.0;{'activation': 'relu', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;100;invscaling;500000;adam +3.217.310.905.456.540;0.0;0.007716178894042969;0.0;{'activation': 'relu', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;100;adaptive;500000;adam +244.218.373.298.645;0.0;0.007305145263671875;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(15, 15);invscaling;500000;adam +0.2540018558502197;0.0;0.007154941558837891;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(15, 60);constant;500000;lbfgs +24.389.808.177.948;0.0;0.0077130794525146484;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(15, 60);adaptive;500000;adam +1.942.647.933.959.960;0.0;0.008640766143798828;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(30, 30);invscaling;500000;adam +21.075.992.584.228.500;0.0;0.008005857467651367;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(30, 45);constant;500000;adam +219.162.917.137.146;0.0;0.007614850997924805;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(30, 90);invscaling;500000;adam +0.2244579792022705;0.0;0.008625268936157227;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(45, 15);constant;500000;lbfgs +0.16135907173156738;0.0;0.008707046508789062;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(45, 15);adaptive;500000;lbfgs +0.19881486892700195;0.0;0.007932901382446289;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(45, 60);constant;500000;lbfgs +0.18256616592407227;0.0;0.007744789123535156;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(45, 60);invscaling;500000;lbfgs +0.2581961154937744;0.0;0.010109901428222656;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(45, 75);invscaling;500000;lbfgs +0.3317880630493164;0.0;0.009248018264770508;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(45, 90);adaptive;500000;lbfgs +1.940.208.911.895.750;0.0;0.008428096771240234;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(60, 45);constant;500000;adam +2.196.312.189.102.170;0.0;0.008351802825927734;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(60, 45);adaptive;500000;adam +256.364.107.131.958;0.0;0.008540868759155273;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(75, 15);invscaling;500000;adam +19.530.699.253.082.200;0.0;0.008352994918823242;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(75, 15);adaptive;500000;adam +23.541.371.822.357.100;0.0;0.008916854858398438;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(75, 75);invscaling;500000;adam +21.632.909.774.780.200;0.0;0.011497974395751953;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(90, 45);adaptive;500000;adam +0.43236613273620605;0.0;0.008908987045288086;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(90, 60);adaptive;500000;lbfgs +0.20154595375061035;0.0;0.0047910213470458984;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(20, 20, 20);invscaling;500000;lbfgs +1.879.478.931.427.000;0.0;0.007853031158447266;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(20, 20, 20);invscaling;500000;adam +10.575.024.843.215.900;0.0;0.008269071578979492;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(20, 20, 20);adaptive;500000;sgd +0.2453937530517578;0.0;0.008642196655273438;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(20, 20, 80);constant;500000;lbfgs +14.085.736.989.974.900;0.0;0.008929014205932617;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(20, 20, 80);constant;500000;sgd +13.376.598.358.154.200;0.0;0.00807809829711914;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(20, 20, 100);constant;500000;adam +0.27851080894470215;0.0;0.008050918579101562;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(20, 20, 100);invscaling;500000;lbfgs +0.2213749885559082;0.0;0.008538961410522461;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(20, 40, 60);invscaling;500000;lbfgs +19.445.278.644.561.700;0.0;0.010470151901245117;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(20, 40, 80);invscaling;500000;adam +0.3515050411224365;0.0;0.010113000869750977;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(20, 60, 40);constant;500000;lbfgs +13.458.874.702.453.600;0.0;0.012679100036621094;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(20, 60, 40);constant;500000;sgd +18.413.325.786.590.500;0.0;0.00888204574584961;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(20, 60, 60);adaptive;500000;sgd +18.209.609.985.351.500;0.0;0.008591175079345703;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(20, 60, 80);adaptive;500000;adam +16.287.960.052.490.200;0.0;0.008697748184204102;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(20, 80, 40);constant;500000;sgd +1.513.343.095.779.410;0.0;0.011284828186035156;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(20, 80, 40);adaptive;500000;adam +1.784.209.966.659.540;0.0;0.00889897346496582;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(20, 80, 60);constant;500000;adam +2.034.323.811.531.060;0.0;0.010962963104248047;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(20, 80, 80);constant;500000;sgd +2.111.585.855.484.000;0.0;0.009382963180541992;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(20, 80, 80);adaptive;500000;adam +2.381.199.836.730.950;0.0;0.009313106536865234;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(20, 80, 100);invscaling;500000;adam +0.5111250877380371;0.0;0.009330987930297852;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(20, 100, 40);constant;500000;lbfgs +18.854.565.858.840.900;0.0;0.01009988784790039;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(20, 100, 40);adaptive;500000;sgd +19.331.669.807.434.000;0.0;0.00940084457397461;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(20, 100, 60);adaptive;500000;adam +12.216.989.994.049.000;0.0;0.008375883102416992;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(40, 20, 40);adaptive;500000;adam +13.970.959.186.553.900;0.0;0.010785102844238281;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(40, 20, 80);constant;500000;adam +1.338.031.268.119.810;0.0;0.009186029434204102;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(40, 20, 100);constant;500000;sgd +1.217.976.713.180.540;0.0;0.009050846099853516;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(40, 40, 60);constant;500000;sgd +0.3629281520843506;0.0;0.009760856628417969;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(40, 60, 20);constant;500000;lbfgs +0.34219908714294434;0.0;0.008730173110961914;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(40, 60, 60);adaptive;500000;lbfgs +2.018.695.902.824.400;0.0;0.008868217468261719;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(40, 60, 100);constant;500000;sgd +0.440166711807251;0.0;0.008730173110961914;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(40, 80, 40);adaptive;500000;lbfgs +22.444.206.953.048.700;0.0;0.010542869567871094;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(40, 80, 60);constant;500000;sgd +0.49681568145751953;0.0;0.011934041976928711;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(40, 80, 60);invscaling;500000;lbfgs +0.640474796295166;0.0;0.009231090545654297;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(40, 80, 100);constant;500000;lbfgs +0.732123851776123;0.0;0.010949850082397461;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(40, 100, 60);invscaling;500000;lbfgs +267.970.130.443.573;0.0;0.019124984741210938;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(40, 100, 80);adaptive;500000;sgd +1.507.057.809.829.710;0.0;0.009649038314819336;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(60, 20, 100);constant;500000;sgd +0.4757709503173828;0.0;0.011516094207763672;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(60, 20, 100);invscaling;500000;lbfgs +14.072.761.535.644.500;0.0;0.008899688720703125;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(60, 40, 20);adaptive;500000;adam +0.5658290386199951;0.0;0.009177923202514648;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(60, 60, 80);constant;500000;lbfgs +193.147.189.617.157;0.0;0.013340234756469727;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(60, 60, 80);constant;500000;sgd +184.367.938.041.687;0.0;0.009547948837280273;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(60, 60, 80);adaptive;500000;sgd +21.699.466.943.740.800;0.0;0.008720874786376953;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(60, 60, 100);adaptive;500000;sgd +0.5051779747009277;0.0;0.010420799255371094;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(60, 80, 60);invscaling;500000;lbfgs +0.5656719207763672;0.0;0.012497186660766602;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(60, 80, 60);adaptive;500000;lbfgs +0.646435022354126;0.0;0.009221076965332031;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(60, 80, 80);adaptive;500000;lbfgs +14.513.647.556.304.900;0.0;0.00964212417602539;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(60, 80, 80);adaptive;500000;adam +0.726078987121582;0.0;0.010252952575683594;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(60, 100, 60);constant;500000;lbfgs +0.6755781173706055;0.0;0.009495019912719727;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(60, 100, 60);adaptive;500000;lbfgs +24.696.336.030.960.000;0.0;0.01008296012878418;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(60, 100, 100);constant;500000;sgd +27.596.081.972.122.100;0.0;0.009154081344604492;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(60, 100, 100);adaptive;500000;sgd +14.645.559.787.750.200;0.0;0.009054899215698242;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(80, 20, 40);invscaling;500000;adam +11.760.358.810.424.800;0.0;0.01105499267578125;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(80, 20, 80);constant;500000;adam +0.48027610778808594;0.0;0.009313821792602539;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(80, 20, 100);adaptive;500000;lbfgs +1.894.407.033.920.280;0.0;0.01066899299621582;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(80, 20, 100);adaptive;500000;adam +14.831.640.005.111.600;0.0;0.00911402702331543;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(80, 40, 20);constant;500000;sgd +0.418684720993042;0.0;0.017525196075439453;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(80, 40, 60);adaptive;500000;lbfgs +0.6425180435180664;0.0;0.009066104888916016;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(80, 40, 100);constant;500000;lbfgs +1.703.677.201.271.050;0.0;0.00904703140258789;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(80, 40, 100);constant;500000;sgd +17.528.568.983.078.000;0.0;0.009446144104003906;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(80, 60, 20);constant;500000;sgd +1.593.032.193.183.890;0.0;0.005018949508666992;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(80, 60, 20);adaptive;500000;sgd +1.732.898.211.479.180;0.0;0.009266853332519531;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(80, 60, 60);constant;500000;sgd +20.090.569.972.991.900;0.0;0.009124994277954102;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(80, 60, 80);constant;500000;sgd +18.900.309.085.845.900;0.0;0.00978994369506836;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(80, 80, 40);constant;500000;sgd +0.6105473041534424;0.0;0.009303808212280273;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(80, 80, 60);adaptive;500000;lbfgs +16.396.732.330.322.200;0.0;0.009470939636230469;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(80, 80, 80);constant;500000;adam +0.7902650833129883;0.0;0.016546964645385742;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(80, 80, 100);constant;500000;lbfgs +2.504.087.781.906.120;0.0;0.009642362594604492;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(80, 80, 100);adaptive;500000;sgd +0.871333122253418;0.0;0.009676694869995117;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(80, 100, 20);invscaling;500000;lbfgs +20.413.395.881.652.800;0.0;0.009389877319335938;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(80, 100, 20);adaptive;500000;sgd +20.414.225.339.889.500;0.0;0.010754823684692383;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(80, 100, 40);constant;500000;sgd +27.380.751.848.220.800;0.0;0.010277271270751953;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(80, 100, 80);adaptive;500000;sgd +25.338.746.786.117.500;0.0;0.009720087051391602;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(80, 100, 100);adaptive;500000;sgd +12.593.388.080.596.900;0.0;0.010576248168945312;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(100, 20, 20);adaptive;500000;sgd +13.436.810.970.306.300;0.0;0.00887918472290039;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(100, 20, 60);adaptive;500000;sgd +13.403.780.460.357.600;0.0;0.009253978729248047;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(100, 20, 80);constant;500000;adam +0.5943801403045654;0.0;0.009243011474609375;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(100, 60, 20);constant;500000;lbfgs +15.662.116.289.138.700;0.0;0.00982809066772461;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(100, 60, 20);constant;500000;sgd +1.667.494.773.864.740;0.0;0.009191274642944336;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(100, 60, 40);constant;500000;adam +0.4689218997955322;0.0;0.009864091873168945;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(100, 60, 40);invscaling;500000;lbfgs +200.172.598.361.969;0.0;0.009447097778320312;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(100, 60, 80);constant;500000;sgd +0.7120656967163086;0.0;0.009809255599975586;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(100, 60, 80);invscaling;500000;lbfgs +1.842.267.894.744.870;0.0;0.009508848190307617;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(100, 60, 100);constant;500000;sgd +2.092.960.786.819.450;0.0;0.009870052337646484;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(100, 80, 40);adaptive;500000;sgd +2.217.525.815.963.740;0.0;0.01005411148071289;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(100, 80, 60);constant;500000;sgd +1.701.164.960.861.200;0.0;0.010042190551757812;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(100, 80, 80);invscaling;500000;adam +2.514.472.723.007.200;0.0;0.013631820678710938;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(100, 80, 80);adaptive;500000;sgd +1.599.912.166.595.450;0.0;0.009582996368408203;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(100, 80, 100);constant;500000;adam +10.329.980.850.219.700;0.0;0.009759902954101562;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(100, 100, 60);adaptive;500000;lbfgs +13.766.430.854.797.300;0.0;0.003316164016723633;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.8505747126436781;0.8505747126436781;0.0;1993;0.9767441860465116;0.9767441860465116;0.0;1284;0.8659793814432991;0.8659793814432991;0.0;2082;MLPClassifier;;;;;;;relu;(100, 100, 100);adaptive;500000;sgd +0.0017027854919433594;0.0;0.003113985061645508;0.0;{'criterion': 'gini', 'splitter': 'best'};0.7884615384615384;0.7884615384615384;0.0;1;0.8505747126436781;0.8505747126436781;0.0;1;0.9534883720930233;0.9534883720930233;0.0;2;0.8631578947368421;0.8631578947368421;0.0;1;DecisionTreeClassifier;;;gini;best;;;;;;; +0.19721078872680664;0.0;0.008038997650146484;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;10;invscaling;500000;lbfgs +0.14470481872558594;0.0;0.008980274200439453;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;20;invscaling;500000;lbfgs +0.20726919174194336;0.0;0.007778644561767578;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;75;adaptive;500000;lbfgs +12.998.402.118.682.800;0.0;0.008805036544799805;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(15, 90);adaptive;500000;lbfgs +0.464371919631958;0.0;0.008167028427124023;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(45, 60);constant;500000;lbfgs +0.45047879219055176;0.0;0.010500192642211914;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(75, 30);adaptive;500000;lbfgs +0.6360392570495605;0.0;0.010727882385253906;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(75, 60);adaptive;500000;lbfgs +0.6727139949798584;0.0;0.013135910034179688;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(90, 15);invscaling;500000;lbfgs +0.9835741519927979;0.0;0.008605003356933594;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(20, 20, 40);invscaling;500000;lbfgs +13.749.990.463.256.800;0.0;0.009351015090942383;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(20, 20, 60);constant;500000;lbfgs +0.8126599788665771;0.0;0.010275125503540039;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(20, 20, 80);invscaling;500000;lbfgs +12.929.179.668.426.500;0.0;0.008428096771240234;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(20, 80, 40);adaptive;500000;lbfgs +12.452.831.268.310.500;0.0;0.008195877075195312;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(40, 20, 100);constant;500000;lbfgs +0.9365630149841309;0.0;0.015135049819946289;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(40, 40, 60);adaptive;500000;lbfgs +23.246.397.972.106.900;0.0;0.009301185607910156;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(40, 60, 80);constant;500000;lbfgs +14.025.371.074.676.500;0.0;0.008933782577514648;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(40, 80, 80);constant;500000;lbfgs +24.316.940.307.617.100;0.0;0.011100053787231445;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(40, 100, 20);invscaling;500000;lbfgs +23.658.719.062.805.100;0.0;0.00843501091003418;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(60, 20, 40);adaptive;500000;lbfgs +0.8742480278015137;0.0;0.00855708122253418;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(60, 40, 20);constant;500000;lbfgs +10.208.547.115.325.900;0.0;0.008120059967041016;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(60, 40, 40);invscaling;500000;lbfgs +27.141.592.502.593.900;0.0;0.009432792663574219;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(60, 60, 100);adaptive;500000;lbfgs +2.075.187.921.524.040;0.0;0.008636236190795898;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(80, 40, 40);adaptive;500000;lbfgs +2.127.535.104.751.580;0.0;0.009243011474609375;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(80, 60, 20);invscaling;500000;lbfgs +11.135.308.742.523.100;0.0;0.00864410400390625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(80, 60, 40);adaptive;500000;lbfgs +2.254.606.246.948.240;0.0;0.016373634338378906;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(80, 60, 100);constant;500000;lbfgs +329.205.584.526.062;0.0;0.010479211807250977;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(80, 80, 80);invscaling;500000;lbfgs +34.689.583.778.381.300;0.0;0.009296894073486328;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(80, 80, 100);constant;500000;lbfgs +4.891.748.905.181.880;0.0;0.009458065032958984;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(80, 100, 20);invscaling;500000;lbfgs +30.448.391.437.530.500;0.0;0.009243965148925781;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(80, 100, 80);invscaling;500000;lbfgs +26.026.511.192.321.700;0.0;0.00888204574584961;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(100, 40, 100);constant;500000;lbfgs +2.643.336.057.662.960;0.0;0.009506940841674805;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(100, 60, 80);invscaling;500000;lbfgs +29.143.412.113.189.600;0.0;0.022776126861572266;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(100, 80, 60);constant;500000;lbfgs +3.965.880.870.819.090;0.0;0.010076045989990234;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(100, 80, 80);constant;500000;lbfgs +3.711.337.089.538.570;0.0;0.009511947631835938;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(100, 80, 100);constant;500000;lbfgs +34.344.398.975.372.300;0.0;0.010184288024902344;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(100, 100, 60);constant;500000;lbfgs +5.241.857.051.849.360;0.0;0.008578062057495117;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;logistic;(100, 100, 60);adaptive;500000;lbfgs +0.0637369155883789;0.0;0.00795888900756836;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;tanh;40;constant;500000;lbfgs +502.677.321.434.021;0.0;0.007805824279785156;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;tanh;(15, 60);adaptive;500000;adam +0.22612309455871582;0.0;0.008455038070678711;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;tanh;(15, 90);adaptive;500000;lbfgs +0.1463639736175537;0.0;0.008654117584228516;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;tanh;(45, 30);invscaling;500000;lbfgs +33.002.729.415.893.500;0.0;0.008454084396362305;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;tanh;(20, 20, 100);invscaling;500000;adam +5.966.765.880.584.710;0.0;0.008584976196289062;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;tanh;(20, 100, 80);invscaling;500000;adam +0.7699940204620361;0.0;0.009924173355102539;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;tanh;(20, 100, 100);adaptive;500000;lbfgs +0.3731091022491455;0.0;0.011578798294067383;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;tanh;(40, 40, 100);invscaling;500000;lbfgs +4.926.030.158.996.580;0.0;0.009270906448364258;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;tanh;(40, 100, 80);constant;500000;adam +0.3216571807861328;0.0;0.012459039688110352;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;tanh;(60, 40, 40);invscaling;500000;lbfgs +0.38970494270324707;0.0;0.014867305755615234;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;tanh;(60, 60, 20);constant;500000;lbfgs +0.7018859386444092;0.0;0.019086122512817383;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;tanh;(60, 60, 100);invscaling;500000;lbfgs +0.2218480110168457;0.0;0.008716821670532227;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;tanh;(80, 20, 20);adaptive;500000;lbfgs +0.6915929317474365;0.0;0.009835958480834961;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;tanh;(80, 80, 100);constant;500000;lbfgs +0.6311841011047363;0.0;0.010200023651123047;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;tanh;(80, 100, 40);invscaling;500000;lbfgs +0.5525622367858887;0.0;0.009451866149902344;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;tanh;(100, 20, 20);constant;500000;lbfgs +0.45960307121276855;0.0;0.00980997085571289;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;tanh;(100, 20, 20);invscaling;500000;lbfgs +0.48615002632141113;0.0;0.010508060455322266;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;tanh;(100, 60, 60);invscaling;500000;lbfgs +0.49799299240112305;0.0;0.011718273162841797;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;tanh;(100, 60, 60);adaptive;500000;lbfgs +0.5492329597473145;0.0;0.009809017181396484;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;tanh;(100, 60, 80);invscaling;500000;lbfgs +0.7418491840362549;0.0;0.012007951736450195;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;tanh;(100, 60, 100);constant;500000;lbfgs +0.7340981960296631;0.0;0.010969877243041992;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;tanh;(100, 100, 60);adaptive;500000;lbfgs +0.1846766471862793;0.0;0.007542133331298828;0.0;{'activation': 'relu', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;15;constant;500000;lbfgs +0.0751039981842041;0.0;0.007031917572021484;0.0;{'activation': 'relu', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;30;constant;500000;lbfgs +0.15943312644958496;0.0;0.008099794387817383;0.0;{'activation': 'relu', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;85;invscaling;500000;lbfgs +0.12970614433288574;0.0;0.008105993270874023;0.0;{'activation': 'relu', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;100;constant;500000;lbfgs +4.011.325.120.925.900;0.0;0.007719993591308594;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(30, 75);constant;500000;sgd +0.27294087409973145;0.0;0.008817911148071289;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(45, 45);invscaling;500000;lbfgs +0.2317819595336914;0.0;0.008027076721191406;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(45, 45);adaptive;500000;lbfgs +0.2884337902069092;0.0;0.008670330047607422;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(60, 60);invscaling;500000;lbfgs +0.26939892768859863;0.0;0.008276939392089844;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(60, 60);adaptive;500000;lbfgs +0.38147783279418945;0.0;0.00882411003112793;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(75, 90);invscaling;500000;lbfgs +2.601.189.136.505.120;0.0;0.009429931640625;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(75, 90);invscaling;500000;adam +0.1753230094909668;0.0;0.008871078491210938;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(90, 15);invscaling;500000;lbfgs +0.18219327926635742;0.0;0.008584976196289062;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(90, 15);adaptive;500000;lbfgs +0.4057478904724121;0.0;0.008404254913330078;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(90, 45);invscaling;500000;lbfgs +0.5490334033966064;0.0;0.009652853012084961;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(20, 20, 60);adaptive;500000;lbfgs +1.602.741.003.036.490;0.0;0.00928497314453125;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(20, 20, 80);adaptive;500000;adam +11.388.864.994.049.000;0.0;0.008711814880371094;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(20, 40, 40);constant;500000;sgd +0.32291626930236816;0.0;0.010928869247436523;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(20, 60, 60);adaptive;500000;lbfgs +1.849.674.940.109.250;0.0;0.009101152420043945;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(20, 100, 80);invscaling;500000;adam +14.569.851.160.049.400;0.0;0.007657051086425781;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(40, 20, 80);adaptive;500000;sgd +0.5006201267242432;0.0;0.008784055709838867;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(60, 20, 20);invscaling;500000;lbfgs +14.049.502.849.578.800;0.0;0.009908199310302734;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(60, 40, 60);constant;500000;sgd +15.771.959.781.646.700;0.0;0.009474039077758789;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(60, 60, 40);constant;500000;sgd +0.5405640602111816;0.0;0.008592844009399414;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(60, 60, 60);invscaling;500000;lbfgs +0.6016960144042969;0.0;0.009470939636230469;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(60, 100, 20);invscaling;500000;lbfgs +0.34131884574890137;0.0;0.00915217399597168;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(80, 20, 80);adaptive;500000;lbfgs +0.5938980579376221;0.0;0.014243841171264648;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(80, 20, 100);invscaling;500000;lbfgs +0.517916202545166;0.0;0.009063720703125;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(80, 40, 100);adaptive;500000;lbfgs +1.524.780.035.018.920;0.0;0.009313106536865234;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(80, 80, 40);invscaling;500000;adam +0.7771830558776855;0.0;0.009550809860229492;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(80, 100, 40);adaptive;500000;lbfgs +2.340.205.216.407.770;0.0;0.010009050369262695;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(80, 100, 60);constant;500000;sgd +14.778.140.783.309.900;0.0;0.009541988372802734;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(100, 40, 20);adaptive;500000;sgd +0.4464709758758545;0.0;0.012248039245605469;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(100, 40, 40);invscaling;500000;lbfgs +0.5353469848632812;0.0;0.009464025497436523;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(100, 40, 60);invscaling;500000;lbfgs +0.5195217132568359;0.0;0.009842157363891602;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(100, 60, 40);adaptive;500000;lbfgs +0.7448809146881104;0.0;0.010210037231445312;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(100, 80, 60);invscaling;500000;lbfgs +0.7182919979095459;0.0;0.010169744491577148;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(100, 80, 80);invscaling;500000;lbfgs +18.486.900.329.589.800;0.0;0.010283946990966797;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7884615384615384;0.7884615384615384;0.0;1850;0.8505747126436781;0.8505747126436781;0.0;1993;0.9534883720930233;0.9534883720930233;0.0;2739;0.8631578947368421;0.8631578947368421;0.0;2367;MLPClassifier;;;;;;;relu;(100, 100, 40);constant;500000;adam +0.11394000053405762;0.0;0.007748126983642578;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8;0.8;0.0;1178;0.8505747126436781;0.8505747126436781;0.0;1993;0.9302325581395349;0.9302325581395349;0.0;3215;0.8602150537634408;0.8602150537634408;0.0;2463;MLPClassifier;;;;;;;logistic;20;constant;500000;lbfgs +0.6644690036773682;0.0;0.010557889938354492;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8;0.8;0.0;1178;0.8505747126436781;0.8505747126436781;0.0;1993;0.9302325581395349;0.9302325581395349;0.0;3215;0.8602150537634408;0.8602150537634408;0.0;2463;MLPClassifier;;;;;;;logistic;(20, 20, 20);constant;500000;lbfgs +2.338.325.023.651.120;0.0;0.009856939315795898;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8;0.8;0.0;1178;0.8505747126436781;0.8505747126436781;0.0;1993;0.9302325581395349;0.9302325581395349;0.0;3215;0.8602150537634408;0.8602150537634408;0.0;2463;MLPClassifier;;;;;;;logistic;(20, 20, 100);invscaling;500000;lbfgs +0.6129717826843262;0.0;0.00822901725769043;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8;0.8;0.0;1178;0.8505747126436781;0.8505747126436781;0.0;1993;0.9302325581395349;0.9302325581395349;0.0;3215;0.8602150537634408;0.8602150537634408;0.0;2463;MLPClassifier;;;;;;;logistic;(20, 40, 20);invscaling;500000;lbfgs +15.987.319.946.289.000;0.0;0.008684158325195312;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8;0.8;0.0;1178;0.8505747126436781;0.8505747126436781;0.0;1993;0.9302325581395349;0.9302325581395349;0.0;3215;0.8602150537634408;0.8602150537634408;0.0;2463;MLPClassifier;;;;;;;logistic;(20, 100, 40);constant;500000;lbfgs +2.225.694.179.534.910;0.0;0.009724855422973633;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8;0.8;0.0;1178;0.8505747126436781;0.8505747126436781;0.0;1993;0.9302325581395349;0.9302325581395349;0.0;3215;0.8602150537634408;0.8602150537634408;0.0;2463;MLPClassifier;;;;;;;logistic;(20, 100, 80);constant;500000;lbfgs +18.802.080.154.418.900;0.0;0.008822202682495117;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8;0.8;0.0;1178;0.8505747126436781;0.8505747126436781;0.0;1993;0.9302325581395349;0.9302325581395349;0.0;3215;0.8602150537634408;0.8602150537634408;0.0;2463;MLPClassifier;;;;;;;logistic;(40, 80, 80);invscaling;500000;lbfgs +25.512.871.742.248.500;0.0;0.009281635284423828;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8;0.8;0.0;1178;0.8505747126436781;0.8505747126436781;0.0;1993;0.9302325581395349;0.9302325581395349;0.0;3215;0.8602150537634408;0.8602150537634408;0.0;2463;MLPClassifier;;;;;;;logistic;(40, 100, 40);adaptive;500000;lbfgs +17.903.838.157.653.800;0.0;0.009730100631713867;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8;0.8;0.0;1178;0.8505747126436781;0.8505747126436781;0.0;1993;0.9302325581395349;0.9302325581395349;0.0;3215;0.8602150537634408;0.8602150537634408;0.0;2463;MLPClassifier;;;;;;;logistic;(60, 100, 60);invscaling;500000;lbfgs +0.9858849048614502;0.0;0.011187076568603516;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8;0.8;0.0;1178;0.8505747126436781;0.8505747126436781;0.0;1993;0.9302325581395349;0.9302325581395349;0.0;3215;0.8602150537634408;0.8602150537634408;0.0;2463;MLPClassifier;;;;;;;logistic;(80, 40, 20);invscaling;500000;lbfgs +2.101.783.037.185.660;0.0;0.009299039840698242;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8;0.8;0.0;1178;0.8505747126436781;0.8505747126436781;0.0;1993;0.9302325581395349;0.9302325581395349;0.0;3215;0.8602150537634408;0.8602150537634408;0.0;2463;MLPClassifier;;;;;;;logistic;(80, 80, 20);invscaling;500000;lbfgs +2.318.796.157.836.910;0.0;0.012740850448608398;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8;0.8;0.0;1178;0.8505747126436781;0.8505747126436781;0.0;1993;0.9302325581395349;0.9302325581395349;0.0;3215;0.8602150537634408;0.8602150537634408;0.0;2463;MLPClassifier;;;;;;;logistic;(80, 100, 60);invscaling;500000;lbfgs +4.787.408.113.479.610;0.0;0.009185791015625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8;0.8;0.0;1178;0.8505747126436781;0.8505747126436781;0.0;1993;0.9302325581395349;0.9302325581395349;0.0;3215;0.8602150537634408;0.8602150537634408;0.0;2463;MLPClassifier;;;;;;;logistic;(100, 40, 60);adaptive;500000;lbfgs +26.350.090.503.692.600;0.0;0.009679794311523438;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8;0.8;0.0;1178;0.8505747126436781;0.8505747126436781;0.0;1993;0.9302325581395349;0.9302325581395349;0.0;3215;0.8602150537634408;0.8602150537634408;0.0;2463;MLPClassifier;;;;;;;logistic;(100, 100, 60);invscaling;500000;lbfgs +493.463.397.026.062;0.0;0.00814509391784668;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8;0.8;0.0;1178;0.8505747126436781;0.8505747126436781;0.0;1993;0.9302325581395349;0.9302325581395349;0.0;3215;0.8602150537634408;0.8602150537634408;0.0;2463;MLPClassifier;;;;;;;logistic;(100, 100, 80);adaptive;500000;lbfgs +0.8736069202423096;0.0;0.00959014892578125;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8;0.8;0.0;1178;0.8505747126436781;0.8505747126436781;0.0;1993;0.9302325581395349;0.9302325581395349;0.0;3215;0.8602150537634408;0.8602150537634408;0.0;2463;MLPClassifier;;;;;;;tanh;(20, 80, 100);invscaling;500000;lbfgs +0.5623559951782227;0.0;0.009678840637207031;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8;0.8;0.0;1178;0.8505747126436781;0.8505747126436781;0.0;1993;0.9302325581395349;0.9302325581395349;0.0;3215;0.8602150537634408;0.8602150537634408;0.0;2463;MLPClassifier;;;;;;;tanh;(40, 60, 100);constant;500000;lbfgs +0.41660189628601074;0.0;0.013818979263305664;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8;0.8;0.0;1178;0.8505747126436781;0.8505747126436781;0.0;1993;0.9302325581395349;0.9302325581395349;0.0;3215;0.8602150537634408;0.8602150537634408;0.0;2463;MLPClassifier;;;;;;;tanh;(60, 60, 60);invscaling;500000;lbfgs +0.6951780319213867;0.0;0.009611129760742188;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8;0.8;0.0;1178;0.8505747126436781;0.8505747126436781;0.0;1993;0.9302325581395349;0.9302325581395349;0.0;3215;0.8602150537634408;0.8602150537634408;0.0;2463;MLPClassifier;;;;;;;tanh;(80, 80, 80);invscaling;500000;lbfgs +0.32628893852233887;0.0;0.009241104125976562;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8;0.8;0.0;1178;0.8505747126436781;0.8505747126436781;0.0;1993;0.9302325581395349;0.9302325581395349;0.0;3215;0.8602150537634408;0.8602150537634408;0.0;2463;MLPClassifier;;;;;;;tanh;(100, 40, 20);invscaling;500000;lbfgs +0.6436290740966797;0.0;0.011082887649536133;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.8;0.8;0.0;1178;0.8505747126436781;0.8505747126436781;0.0;1993;0.9302325581395349;0.9302325581395349;0.0;3215;0.8602150537634408;0.8602150537634408;0.0;2463;MLPClassifier;;;;;;;relu;(60, 40, 20);invscaling;500000;lbfgs +26.134.400.367.736.800;0.0;0.010619878768920898;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8125;0.8125;0.0;549;0.8505747126436781;0.8505747126436781;0.0;1993;0.9069767441860465;0.9069767441860465;0.0;3336;0.8571428571428572;0.8571428571428572;0.0;2521;MLPClassifier;;;;;;;logistic;(80, 60, 100);adaptive;500000;lbfgs +0.5538191795349121;0.0;0.009067058563232422;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.8125;0.8125;0.0;549;0.8505747126436781;0.8505747126436781;0.0;1993;0.9069767441860465;0.9069767441860465;0.0;3336;0.8571428571428572;0.8571428571428572;0.0;2521;MLPClassifier;;;;;;;tanh;(20, 80, 60);adaptive;500000;lbfgs +10.494.351.387.023.900;0.0;0.01064300537109375;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.8260869565217391;0.8260869565217391;0.0;303;0.8505747126436781;0.8505747126436781;0.0;1993;0.8837209302325582;0.8837209302325582;0.0;3367;0.853932584269663;0.853932584269663;0.0;2725;MLPClassifier;;;;;;;logistic;(90, 15);constant;500000;lbfgs +0.15137672424316406;0.0;0.00917816162109375;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;logistic;55;adaptive;500000;lbfgs +0.6190042495727539;0.0;0.008643865585327148;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;logistic;(45, 90);invscaling;500000;lbfgs +0.5115010738372803;0.0;0.012772798538208008;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;logistic;(60, 30);adaptive;500000;lbfgs +0.6727397441864014;0.0;0.011069297790527344;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;logistic;(60, 60);adaptive;500000;lbfgs +0.9665052890777588;0.0;0.009686708450317383;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;logistic;(75, 90);constant;500000;lbfgs +17.381.792.068.481.400;0.0;0.008831977844238281;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;logistic;(60, 60, 60);invscaling;500000;lbfgs +2.019.402.265.548.700;0.0;0.008427619934082031;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;logistic;(80, 40, 20);adaptive;500000;lbfgs +0.1882469654083252;0.0;0.011925935745239258;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;tanh;(15, 15);adaptive;500000;lbfgs +0.11968994140625;0.0;0.007532835006713867;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;tanh;(30, 45);invscaling;500000;lbfgs +404.921.293.258.667;0.0;0.00926518440246582;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;tanh;(20, 60, 60);invscaling;500000;adam +541.438.627.243.042;0.0;0.009428977966308594;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;tanh;(20, 100, 80);constant;500000;adam +0.24524617195129395;0.0;0.009708881378173828;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;tanh;(40, 60, 20);constant;500000;lbfgs +0.26171016693115234;0.0;0.009122848510742188;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;tanh;(80, 20, 60);adaptive;500000;lbfgs +0.8130042552947998;0.0;0.010053873062133789;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;tanh;(100, 100, 20);constant;500000;lbfgs +28.400.180.339.813.200;0.0;0.007234096527099609;0.0;{'activation': 'relu', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;relu;25;constant;500000;adam +31.549.489.498.138.400;0.0;0.008899211883544922;0.0;{'activation': 'relu', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;relu;35;constant;500000;adam +1.949.735.164.642.330;0.0;0.013574838638305664;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;relu;(20, 20, 60);constant;500000;adam +12.600.953.102.111.800;0.0;0.009329795837402344;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;relu;(20, 20, 100);constant;500000;sgd +1.708.479.881.286.620;0.0;0.008877038955688477;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;relu;(20, 40, 60);constant;500000;sgd +1.730.818.796.157.830;0.0;0.008674860000610352;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;relu;(20, 40, 100);adaptive;500000;sgd +13.893.446.922.302.200;0.0;0.010425090789794922;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;relu;(20, 60, 40);adaptive;500000;sgd +17.503.921.031.951.900;0.0;0.010334968566894531;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;relu;(20, 80, 40);adaptive;500000;sgd +22.134.366.989.135.700;0.0;0.008652925491333008;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;relu;(20, 100, 80);constant;500000;sgd +2.429.719.090.461.730;0.0;0.009989261627197266;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;relu;(20, 100, 100);adaptive;500000;sgd +11.458.695.888.519.200;0.0;0.00875711441040039;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;relu;(40, 20, 40);constant;500000;sgd +13.978.514.909.744.200;0.0;0.009250164031982422;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;relu;(40, 40, 60);adaptive;500000;sgd +18.663.259.744.644.100;0.0;0.012944221496582031;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;relu;(40, 60, 60);adaptive;500000;sgd +1.665.564.775.466.910;0.0;0.011458158493041992;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;relu;(40, 80, 40);adaptive;500000;adam +14.986.041.069.030.700;0.0;0.011707782745361328;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;relu;(60, 20, 80);constant;500000;sgd +19.722.925.901.412.900;0.0;0.009118318557739258;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;relu;(60, 60, 100);constant;500000;sgd +1.375.537.109.375;0.0;0.009624004364013672;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;relu;(80, 20, 20);adaptive;500000;sgd +14.957.365.036.010.700;0.0;0.010396957397460938;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;relu;(80, 40, 20);adaptive;500000;sgd +15.618.528.127.670.200;0.0;0.010512113571166992;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;relu;(80, 40, 60);constant;500000;sgd +1.735.443.925.857.540;0.0;0.009509801864624023;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;relu;(80, 60, 60);adaptive;500000;sgd +21.253.392.934.799.100;0.0;0.010287046432495117;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;relu;(80, 80, 80);constant;500000;sgd +223.032.488.822.937;0.0;0.010332822799682617;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;relu;(80, 80, 100);constant;500000;sgd +15.132.123.708.724.900;0.0;0.009339332580566406;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7543859649122807;0.7543859649122807;0.0;2917;0.8390804597701149;0.8390804597701149;0.0;2487;1.0;1.0;0.0;1;0.86;0.86;0.0;2484;MLPClassifier;;;;;;;relu;(100, 20, 80);constant;500000;sgd +0.169478178024292;0.0;0.011962890625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;70;adaptive;500000;lbfgs +0.5589299201965332;0.0;0.0077991485595703125;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(15, 60);adaptive;500000;lbfgs +0.3782329559326172;0.0;0.008710861206054688;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(30, 15);adaptive;500000;lbfgs +0.5551409721374512;0.0;0.01196908950805664;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(30, 60);adaptive;500000;lbfgs +0.5571660995483398;0.0;0.008625984191894531;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(45, 75);invscaling;500000;lbfgs +0.32354211807250977;0.0;0.009607076644897461;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(60, 15);constant;500000;lbfgs +0.6087837219238281;0.0;0.008692026138305664;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(60, 45);invscaling;500000;lbfgs +0.6500952243804932;0.0;0.009304046630859375;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(60, 75);adaptive;500000;lbfgs +11.249.721.050.262.400;0.0;0.005501747131347656;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(75, 75);invscaling;500000;lbfgs +12.142.467.498.779.200;0.0;0.012820005416870117;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(90, 15);adaptive;500000;lbfgs +0.7297210693359375;0.0;0.013628959655761719;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(90, 45);invscaling;500000;lbfgs +0.8572087287902832;0.0;0.009716033935546875;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(90, 45);adaptive;500000;lbfgs +13.468.098.640.441.800;0.0;0.009114265441894531;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(90, 90);invscaling;500000;lbfgs +0.8629670143127441;0.0;0.008736848831176758;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(20, 20, 20);invscaling;500000;lbfgs +0.7338471412658691;0.0;0.012415885925292969;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(20, 40, 40);constant;500000;lbfgs +14.924.792.766.571.000;0.0;0.009501218795776367;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(20, 60, 80);constant;500000;adam +2.669.459.819.793.700;0.0;0.008558988571166992;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(20, 80, 20);constant;500000;lbfgs +2.318.640.947.341.910;0.0;0.009299755096435547;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(20, 80, 80);constant;500000;lbfgs +1.858.232.021.331.780;0.0;0.009440898895263672;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(20, 80, 100);constant;500000;lbfgs +1.397.928.237.915.030;0.0;0.008561849594116211;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(20, 100, 60);constant;500000;lbfgs +17.222.655.057.907.100;0.0;0.007970094680786133;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(20, 100, 80);constant;500000;adam +13.110.830.783.843.900;0.0;0.008626937866210938;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(40, 40, 80);adaptive;500000;lbfgs +19.921.190.738.677.900;0.0;0.008502960205078125;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(40, 40, 100);invscaling;500000;lbfgs +13.349.170.684.814.400;0.0;0.010621786117553711;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(40, 60, 60);constant;500000;lbfgs +0.9153780937194824;0.0;0.009677886962890625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(40, 60, 60);adaptive;500000;lbfgs +2.271.181.106.567.380;0.0;0.00903177261352539;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(40, 60, 80);invscaling;500000;lbfgs +16.257.328.987.121.500;0.0;0.009886026382446289;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(40, 60, 100);constant;500000;lbfgs +4.919.454.097.747.800;0.0;0.009691953659057617;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(40, 80, 60);constant;500000;lbfgs +14.778.821.468.353.200;0.0;0.008877038955688477;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(40, 80, 80);adaptive;500000;lbfgs +14.426.369.667.053.200;0.0;0.012789011001586914;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(60, 20, 60);adaptive;500000;lbfgs +12.845.649.719.238.200;0.0;0.00968313217163086;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(60, 20, 80);adaptive;500000;lbfgs +2.705.141.067.504.880;0.0;0.007919073104858398;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(60, 20, 100);constant;500000;lbfgs +17.138.948.440.551.700;0.0;0.00845789909362793;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(60, 40, 20);invscaling;500000;lbfgs +2.009.845.018.386.840;0.0;0.00939178466796875;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(60, 40, 60);invscaling;500000;lbfgs +12.265.689.373.016.300;0.0;0.00883793830871582;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(60, 60, 40);invscaling;500000;lbfgs +22.892.491.817.474.300;0.0;0.013061046600341797;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(80, 60, 80);constant;500000;lbfgs +22.540.669.441.223.100;0.0;0.012703895568847656;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(80, 80, 20);constant;500000;lbfgs +19.194.388.389.587.400;0.0;0.009451150894165039;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(80, 80, 40);constant;500000;lbfgs +14.442.269.802.093.500;0.0;0.008723020553588867;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(100, 20, 20);invscaling;500000;lbfgs +1.191.678.762.435.910;0.0;0.0092620849609375;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(100, 40, 40);constant;500000;lbfgs +13.971.881.866.455.000;0.0;0.010963916778564453;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(100, 40, 40);adaptive;500000;lbfgs +6.154.489.040.374.750;0.0;0.008864164352416992;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(100, 60, 40);adaptive;500000;lbfgs +15.383.129.119.873.000;0.0;0.010792016983032227;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(100, 80, 40);constant;500000;lbfgs +2.390.187.978.744.500;0.0;0.029143810272216797;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(100, 80, 40);adaptive;500000;lbfgs +40.358.967.781.066.800;0.0;0.009994029998779297;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(100, 80, 80);adaptive;500000;lbfgs +4.037.312.984.466.550;0.0;0.00963592529296875;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(100, 100, 20);adaptive;500000;lbfgs +33.463.897.705.078.100;0.0;0.00941014289855957;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;logistic;(100, 100, 40);adaptive;500000;lbfgs +288.614.821.434.021;0.0;0.007149934768676758;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;10;constant;500000;adam +31.676.220.893.859.800;0.0;0.007063865661621094;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;15;invscaling;500000;adam +36.960.668.563.842.700;0.0;0.007905006408691406;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;50;adaptive;500000;adam +0.3106076717376709;0.0;0.011181116104125977;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(15, 15);invscaling;500000;lbfgs +0.13309311866760254;0.0;0.008035659790039062;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(45, 45);constant;500000;lbfgs +0.19020986557006836;0.0;0.008320808410644531;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(45, 60);adaptive;500000;lbfgs +4.219.934.940.338.130;0.0;0.010419130325317383;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(45, 90);adaptive;500000;adam +0.14133882522583008;0.0;0.00842428207397461;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(60, 30);adaptive;500000;lbfgs +0.1761770248413086;0.0;0.00863504409790039;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(60, 45);invscaling;500000;lbfgs +32.525.858.879.089.300;0.0;0.01576709747314453;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(75, 15);invscaling;500000;adam +0.22375798225402832;0.0;0.009181976318359375;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(75, 45);adaptive;500000;lbfgs +0.2902059555053711;0.0;0.009078025817871094;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(90, 60);constant;500000;lbfgs +0.24037814140319824;0.0;0.010171890258789062;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(20, 20, 40);invscaling;500000;lbfgs +31.414.268.016.815.100;0.0;0.007745981216430664;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(20, 20, 80);adaptive;500000;adam +0.285876989364624;0.0;0.013323068618774414;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(20, 80, 40);adaptive;500000;lbfgs +35.696.208.477.020.200;0.0;0.008604288101196289;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(20, 100, 20);constant;500000;adam +0.9180469512939453;0.0;0.009240150451660156;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(20, 100, 20);adaptive;500000;lbfgs +0.5626130104064941;0.0;0.008957147598266602;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(20, 100, 60);constant;500000;lbfgs +26.579.411.029.815.600;0.0;0.012299060821533203;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(40, 40, 60);constant;500000;adam +0.30168604850769043;0.0;0.011855125427246094;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(40, 60, 60);constant;500000;lbfgs +0.38863396644592285;0.0;0.008814096450805664;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(40, 80, 60);invscaling;500000;lbfgs +0.30219602584838867;0.0;0.010375261306762695;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(60, 20, 20);constant;500000;lbfgs +0.44335317611694336;0.0;0.013246774673461914;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(60, 80, 20);constant;500000;lbfgs +0.4893152713775635;0.0;0.013772010803222656;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(60, 80, 40);constant;500000;lbfgs +0.7566468715667725;0.0;0.010571002960205078;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(60, 100, 100);adaptive;500000;lbfgs +2.755.369.186.401.360;0.0;0.009407997131347656;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(80, 20, 80);invscaling;500000;adam +0.3330268859863281;0.0;0.009071111679077148;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(80, 20, 80);adaptive;500000;lbfgs +0.41640615463256836;0.0;0.009884834289550781;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(80, 20, 100);invscaling;500000;lbfgs +0.508718729019165;0.0;0.013225317001342773;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(80, 80, 60);invscaling;500000;lbfgs +0.8450150489807129;0.0;0.01013493537902832;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(80, 100, 20);adaptive;500000;lbfgs +0.8070108890533447;0.0;0.010235071182250977;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(80, 100, 80);constant;500000;lbfgs +0.7296111583709717;0.0;0.01304483413696289;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(100, 40, 100);constant;500000;lbfgs +0.5778341293334961;0.0;0.011726140975952148;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(100, 80, 60);constant;500000;lbfgs +0.6491227149963379;0.0;0.00988626480102539;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(100, 80, 60);adaptive;500000;lbfgs +0.8678810596466064;0.0;0.013370990753173828;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;tanh;(100, 100, 80);invscaling;500000;lbfgs +0.1258831024169922;0.0;0.010170936584472656;0.0;{'activation': 'relu', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;20;adaptive;500000;lbfgs +34.069.623.947.143.500;0.0;0.007311820983886719;0.0;{'activation': 'relu', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;20;adaptive;500000;adam +2.750.791.311.264.030;0.0;0.0072896480560302734;0.0;{'activation': 'relu', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;30;invscaling;500000;adam +30.938.711.166.381.800;0.0;0.008240699768066406;0.0;{'activation': 'relu', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;90;adaptive;500000;adam +0.10558390617370605;0.0;0.007337808609008789;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(30, 30);invscaling;500000;lbfgs +0.22485613822937012;0.0;0.007928133010864258;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(45, 75);constant;500000;lbfgs +0.29009485244750977;0.0;0.008656024932861328;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(75, 60);constant;500000;lbfgs +18.190.228.939.056.300;0.0;0.008016109466552734;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(20, 20, 100);adaptive;500000;adam +0.327955961227417;0.0;0.00841212272644043;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(20, 40, 60);constant;500000;lbfgs +14.989.758.968.353.200;0.0;0.00923299789428711;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(20, 40, 80);adaptive;500000;sgd +18.746.390.342.712.400;0.0;0.009325027465820312;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(20, 80, 40);constant;500000;adam +0.6563887596130371;0.0;0.009118080139160156;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(20, 100, 80);invscaling;500000;lbfgs +1.179.781.699.180.600;0.0;0.00867319107055664;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(20, 100, 80);adaptive;500000;sgd +18.321.630.954.742.400;0.0;0.00933384895324707;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(20, 100, 80);adaptive;500000;adam +0.20268702507019043;0.0;0.008658885955810547;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(40, 20, 20);adaptive;500000;lbfgs +9.507.930.278.778.070;0.0;0.013447761535644531;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(40, 20, 20);adaptive;500000;sgd +14.805.309.772.491.400;0.0;0.008502006530761719;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(40, 40, 40);adaptive;500000;adam +15.708.520.412.445.000;0.0;0.008788108825683594;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(40, 40, 80);adaptive;500000;adam +0.3313579559326172;0.0;0.008682966232299805;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(40, 60, 40);invscaling;500000;lbfgs +12.893.807.888.031.000;0.0;0.008894920349121094;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(40, 60, 40);invscaling;500000;adam +0.43564581871032715;0.0;0.008579254150390625;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(40, 60, 80);invscaling;500000;lbfgs +22.382.493.019.104.000;0.0;0.01672077178955078;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(40, 80, 60);adaptive;500000;sgd +16.964.941.024.780.200;0.0;0.009723901748657227;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(40, 80, 80);adaptive;500000;adam +25.767.185.926.437.300;0.0;0.011538982391357422;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(40, 80, 100);constant;500000;sgd +14.410.630.941.390.900;0.0;0.00883793830871582;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(60, 20, 40);adaptive;500000;sgd +13.588.326.930.999.700;0.0;0.008785247802734375;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(60, 40, 40);constant;500000;sgd +0.37435293197631836;0.0;0.011213064193725586;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(60, 40, 60);adaptive;500000;lbfgs +1.651.305.079.460.140;0.0;0.0095062255859375;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(60, 80, 20);constant;500000;sgd +14.734.950.065.612.700;0.0;0.008699893951416016;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(60, 80, 20);constant;500000;adam +16.739.660.024.642.900;0.0;0.00937199592590332;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(60, 80, 20);adaptive;500000;sgd +1.867.542.576.789.850;0.0;0.009901046752929688;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(60, 80, 40);adaptive;500000;sgd +1.909.336.805.343.620;0.0;0.010042190551757812;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(60, 100, 20);adaptive;500000;adam +23.468.383.073.806.700;0.0;0.00942087173461914;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(60, 100, 80);constant;500000;sgd +15.463.439.226.150.500;0.0;0.00908803939819336;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(80, 40, 80);constant;500000;sgd +0.5005090236663818;0.0;0.011435985565185547;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(80, 40, 100);invscaling;500000;lbfgs +19.933.547.973.632.800;0.0;0.009348154067993164;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(80, 80, 60);constant;500000;sgd +0.7299561500549316;0.0;0.00969076156616211;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(80, 80, 100);invscaling;500000;lbfgs +15.811.239.957.809.400;0.0;0.009489774703979492;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(100, 20, 100);constant;500000;sgd +1.349.279.499.053.950;0.0;0.014513969421386719;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(100, 40, 40);adaptive;500000;sgd +17.235.498.905.181.800;0.0;0.011077165603637695;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(100, 40, 60);constant;500000;sgd +15.157.842.874.526.900;0.0;0.00984811782836914;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(100, 60, 20);adaptive;500000;sgd +0.5142850875854492;0.0;0.009994983673095703;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(100, 80, 20);adaptive;500000;lbfgs +25.455.695.152.282.700;0.0;0.010039806365966797;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(100, 80, 100);adaptive;500000;sgd +20.588.584.423.065.100;0.0;0.009660720825195312;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(100, 100, 20);constant;500000;sgd +16.380.386.114.120.400;0.0;0.003805875778198242;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7636363636363637;0.7636363636363637;0.0;2642;0.8390804597701149;0.8390804597701149;0.0;2487;0.9767441860465116;0.9767441860465116;0.0;1284;0.8571428571428571;0.8571428571428571;0.0;2523;MLPClassifier;;;;;;;relu;(100, 100, 80);adaptive;500000;sgd +0.25872802734375;0.0;0.008986949920654297;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;100;invscaling;500000;lbfgs +0.6314249038696289;0.0;0.00984501838684082;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;(15, 60);constant;500000;lbfgs +0.7730000019073486;0.0;0.008221864700317383;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;(45, 15);invscaling;500000;lbfgs +0.35231804847717285;0.0;0.009011030197143555;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;(45, 30);adaptive;500000;lbfgs +0.5251719951629639;0.0;0.009112119674682617;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;(60, 30);invscaling;500000;lbfgs +0.8112330436706543;0.0;0.009260892868041992;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;(60, 90);invscaling;500000;lbfgs +0.738476037979126;0.0;0.010881185531616211;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;(75, 15);invscaling;500000;lbfgs +0.4402322769165039;0.0;0.01146388053894043;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;(75, 15);adaptive;500000;lbfgs +0.9198307991027832;0.0;0.012060165405273438;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;(75, 75);constant;500000;lbfgs +0.9130990505218506;0.0;0.008131980895996094;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;(20, 20, 80);constant;500000;lbfgs +11.631.832.122.802.700;0.0;0.009485006332397461;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;(20, 20, 100);constant;500000;lbfgs +0.8930470943450928;0.0;0.010364055633544922;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;(20, 60, 20);invscaling;500000;lbfgs +25.394.110.679.626.400;0.0;0.009083032608032227;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;(20, 80, 60);adaptive;500000;lbfgs +18.669.359.683.990.400;0.0;0.008620023727416992;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;(20, 100, 100);invscaling;500000;lbfgs +0.7899458408355713;0.0;0.008332014083862305;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;(40, 20, 20);constant;500000;lbfgs +1.225.146.770.477.290;0.0;0.00894618034362793;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;(40, 80, 40);invscaling;500000;lbfgs +4.347.529.172.897.330;0.0;0.010755777359008789;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;(40, 100, 60);constant;500000;lbfgs +14.718.239.307.403.500;0.0;0.00863194465637207;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;(60, 40, 80);invscaling;500000;lbfgs +2.224.909.782.409.660;0.0;0.009279012680053711;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;(60, 60, 80);constant;500000;lbfgs +23.378.870.487.213.100;0.0;0.009219646453857422;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;(60, 80, 80);invscaling;500000;lbfgs +22.411.320.209.503.100;0.0;0.011434078216552734;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;(60, 80, 100);adaptive;500000;lbfgs +33.948.519.229.888.900;0.0;0.009814977645874023;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;(60, 100, 20);constant;500000;lbfgs +23.886.220.455.169.600;0.0;0.00905609130859375;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;(60, 100, 20);adaptive;500000;lbfgs +23.586.108.684.539.700;0.0;0.009824037551879883;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;(60, 100, 40);constant;500000;lbfgs +2.017.825.126.647.940;0.0;0.009087085723876953;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;(80, 80, 40);adaptive;500000;lbfgs +7.985.985.040.664.670;0.0;0.009599924087524414;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;(80, 80, 100);invscaling;500000;lbfgs +17.621.650.695.800.700;0.0;0.009325027465820312;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;(80, 100, 20);constant;500000;lbfgs +21.577.069.759.368.800;0.0;0.010541200637817383;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;(100, 20, 20);adaptive;500000;lbfgs +10.926.110.744.476.300;0.0;0.008882999420166016;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;(100, 20, 80);constant;500000;lbfgs +1.669.464.111.328.120;0.0;0.00954580307006836;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;(100, 40, 60);invscaling;500000;lbfgs +1.792.004.108.428.950;0.0;0.00917196273803711;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;logistic;(100, 80, 40);invscaling;500000;lbfgs +0.06465601921081543;0.0;0.007012844085693359;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;tanh;20;constant;500000;lbfgs +0.3121788501739502;0.0;0.008021116256713867;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;tanh;(15, 15);constant;500000;lbfgs +0.3574199676513672;0.0;0.008316993713378906;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;tanh;(15, 30);invscaling;500000;lbfgs +0.10256004333496094;0.0;0.00861215591430664;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;tanh;(15, 45);invscaling;500000;lbfgs +0.1536870002746582;0.0;0.009360074996948242;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;tanh;(15, 45);adaptive;500000;lbfgs +0.15648794174194336;0.0;0.009721994400024414;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;tanh;(30, 75);invscaling;500000;lbfgs +0.21190309524536133;0.0;0.008134841918945312;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;tanh;(20, 20, 80);constant;500000;lbfgs +33.717.081.546.783.400;0.0;0.009428977966308594;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;tanh;(40, 60, 80);constant;500000;adam +0.19881820678710938;0.0;0.00850677490234375;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;tanh;(60, 20, 40);invscaling;500000;lbfgs +0.43714189529418945;0.0;0.012694120407104492;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;tanh;(60, 60, 60);constant;500000;lbfgs +0.31070899963378906;0.0;0.01116180419921875;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;tanh;(80, 40, 60);constant;500000;lbfgs +0.5810811519622803;0.0;0.009905815124511719;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;tanh;(80, 100, 20);constant;500000;lbfgs +0.8139688968658447;0.0;0.010505437850952148;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;tanh;(80, 100, 100);invscaling;500000;lbfgs +0.48883795738220215;0.0;0.009833812713623047;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;tanh;(100, 60, 60);constant;500000;lbfgs +0.14960408210754395;0.0;0.0076580047607421875;0.0;{'activation': 'relu', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;relu;15;adaptive;500000;lbfgs +32.449.660.301.208.400;0.0;0.007054805755615234;0.0;{'activation': 'relu', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;relu;20;invscaling;500000;adam +0.13669514656066895;0.0;0.008658885955810547;0.0;{'activation': 'relu', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;relu;25;constant;500000;lbfgs +0.11303520202636719;0.0;0.0073626041412353516;0.0;{'activation': 'relu', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;relu;60;adaptive;500000;lbfgs +0.11356306076049805;0.0;0.007998943328857422;0.0;{'activation': 'relu', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;relu;65;constant;500000;lbfgs +0.20004606246948242;0.0;0.008229970932006836;0.0;{'activation': 'relu', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;relu;95;constant;500000;lbfgs +0.16830897331237793;0.0;0.010248899459838867;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;relu;(15, 15);constant;500000;lbfgs +0.3997519016265869;0.0;0.007548332214355469;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;relu;(30, 15);invscaling;500000;lbfgs +2.661.224.842.071.530;0.0;0.009796142578125;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;relu;(75, 90);adaptive;500000;adam +2.349.231.243.133.540;0.0;0.00892496109008789;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;relu;(90, 45);invscaling;500000;adam +5.960.049.152.374.260;0.0;0.007929801940917969;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;relu;(90, 90);constant;500000;sgd +10.998.840.093.612.600;0.0;0.009627819061279297;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;relu;(20, 40, 20);adaptive;500000;sgd +15.823.051.929.473.800;0.0;0.009052753448486328;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;relu;(20, 40, 100);constant;500000;adam +1.399.035.906.791.680;0.0;0.009598970413208008;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;relu;(20, 60, 20);adaptive;500000;sgd +19.455.020.427.703.800;0.0;0.011723995208740234;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;relu;(20, 60, 80);invscaling;500000;adam +0.3941378593444824;0.0;0.008552312850952148;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;relu;(20, 80, 20);invscaling;500000;lbfgs +2.058.101.797.103.880;0.0;0.010033130645751953;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;relu;(20, 80, 60);constant;500000;sgd +0.699699878692627;0.0;0.009418964385986328;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;relu;(20, 100, 100);adaptive;500000;lbfgs +0.40052199363708496;0.0;0.008947134017944336;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;relu;(40, 20, 100);constant;500000;lbfgs +23.857.408.046.722.400;0.0;0.009164094924926758;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;relu;(40, 100, 40);adaptive;500000;sgd +14.035.149.097.442.600;0.0;0.019407033920288086;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;relu;(60, 20, 20);adaptive;500000;sgd +1.669.039.487.838.740;0.0;0.014522075653076172;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;relu;(60, 20, 60);adaptive;500000;sgd +0.6358640193939209;0.0;0.009508132934570312;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;relu;(60, 80, 80);invscaling;500000;lbfgs +24.718.737.840.652.400;0.0;0.012467145919799805;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;relu;(60, 80, 100);adaptive;500000;sgd +14.322.520.017.623.900;0.0;0.01063394546508789;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;relu;(80, 20, 80);adaptive;500000;sgd +0.46672821044921875;0.0;0.008940935134887695;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;relu;(80, 40, 60);invscaling;500000;lbfgs +0.44098496437072754;0.0;0.009444236755371094;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;relu;(80, 40, 80);adaptive;500000;lbfgs +12.234.924.077.987.600;0.0;0.012696027755737305;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;relu;(100, 20, 40);constant;500000;sgd +2.169.677.424.430.840;0.0;0.006359100341796875;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;relu;(100, 100, 60);constant;500000;sgd +20.587.101.221.084.500;0.0;0.004075050354003906;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7735849056603774;0.7735849056603774;0.0;2455;0.8390804597701149;0.8390804597701149;0.0;2487;0.9534883720930233;0.9534883720930233;0.0;2739;0.8541666666666667;0.8541666666666667;0.0;2650;MLPClassifier;;;;;;;relu;(100, 100, 60);adaptive;500000;sgd +0.0011529922485351562;0.0;0.004119157791137695;0.0;{'criterion': 'gini', 'splitter': 'random'};0.7843137254901961;0.7843137254901961;0.0;2;0.8390804597701149;0.8390804597701149;0.0;2;0.9302325581395349;0.9302325581395349;0.0;4;0.851063829787234;0.851063829787234;0.0;2;DecisionTreeClassifier;;;gini;random;;;;;;; +0.08821702003479004;0.0;0.008421897888183594;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7843137254901961;0.7843137254901961;0.0;1946;0.8390804597701149;0.8390804597701149;0.0;2487;0.9302325581395349;0.9302325581395349;0.0;3215;0.851063829787234;0.851063829787234;0.0;2732;MLPClassifier;;;;;;;logistic;25;invscaling;500000;lbfgs +0.08572816848754883;0.0;0.007505893707275391;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7843137254901961;0.7843137254901961;0.0;1946;0.8390804597701149;0.8390804597701149;0.0;2487;0.9302325581395349;0.9302325581395349;0.0;3215;0.851063829787234;0.851063829787234;0.0;2732;MLPClassifier;;;;;;;logistic;30;adaptive;500000;lbfgs +0.5200128555297852;0.0;0.009183168411254883;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7843137254901961;0.7843137254901961;0.0;1946;0.8390804597701149;0.8390804597701149;0.0;2487;0.9302325581395349;0.9302325581395349;0.0;3215;0.851063829787234;0.851063829787234;0.0;2732;MLPClassifier;;;;;;;logistic;(15, 30);constant;500000;lbfgs +0.8459491729736328;0.0;0.009027957916259766;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7843137254901961;0.7843137254901961;0.0;1946;0.8390804597701149;0.8390804597701149;0.0;2487;0.9302325581395349;0.9302325581395349;0.0;3215;0.851063829787234;0.851063829787234;0.0;2732;MLPClassifier;;;;;;;logistic;(30, 90);constant;500000;lbfgs +12.701.592.445.373.500;0.0;0.010863065719604492;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7843137254901961;0.7843137254901961;0.0;1946;0.8390804597701149;0.8390804597701149;0.0;2487;0.9302325581395349;0.9302325581395349;0.0;3215;0.851063829787234;0.851063829787234;0.0;2732;MLPClassifier;;;;;;;logistic;(75, 90);adaptive;500000;lbfgs +15.480.577.945.709.200;0.0;0.009155035018920898;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7843137254901961;0.7843137254901961;0.0;1946;0.8390804597701149;0.8390804597701149;0.0;2487;0.9302325581395349;0.9302325581395349;0.0;3215;0.851063829787234;0.851063829787234;0.0;2732;MLPClassifier;;;;;;;logistic;(20, 40, 40);invscaling;500000;lbfgs +17.208.001.613.616.900;0.0;0.008856058120727539;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7843137254901961;0.7843137254901961;0.0;1946;0.8390804597701149;0.8390804597701149;0.0;2487;0.9302325581395349;0.9302325581395349;0.0;3215;0.851063829787234;0.851063829787234;0.0;2732;MLPClassifier;;;;;;;logistic;(20, 60, 100);constant;500000;lbfgs +27.028.322.219.848.600;0.0;0.012428760528564453;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7843137254901961;0.7843137254901961;0.0;1946;0.8390804597701149;0.8390804597701149;0.0;2487;0.9302325581395349;0.9302325581395349;0.0;3215;0.851063829787234;0.851063829787234;0.0;2732;MLPClassifier;;;;;;;logistic;(20, 80, 100);adaptive;500000;lbfgs +12.257.039.546.966.500;0.0;0.00991368293762207;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7843137254901961;0.7843137254901961;0.0;1946;0.8390804597701149;0.8390804597701149;0.0;2487;0.9302325581395349;0.9302325581395349;0.0;3215;0.851063829787234;0.851063829787234;0.0;2732;MLPClassifier;;;;;;;logistic;(20, 100, 60);invscaling;500000;lbfgs +0.10925889015197754;0.0;0.008031129837036133;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7843137254901961;0.7843137254901961;0.0;1946;0.8390804597701149;0.8390804597701149;0.0;2487;0.9302325581395349;0.9302325581395349;0.0;3215;0.851063829787234;0.851063829787234;0.0;2732;MLPClassifier;;;;;;;tanh;(30, 15);invscaling;500000;lbfgs +0.5073661804199219;0.0;0.009366035461425781;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7843137254901961;0.7843137254901961;0.0;1946;0.8390804597701149;0.8390804597701149;0.0;2487;0.9302325581395349;0.9302325581395349;0.0;3215;0.851063829787234;0.851063829787234;0.0;2732;MLPClassifier;;;;;;;tanh;(40, 80, 20);invscaling;500000;lbfgs +0.2683699131011963;0.0;0.01277613639831543;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7843137254901961;0.7843137254901961;0.0;1946;0.8390804597701149;0.8390804597701149;0.0;2487;0.9302325581395349;0.9302325581395349;0.0;3215;0.851063829787234;0.851063829787234;0.0;2732;MLPClassifier;;;;;;;tanh;(60, 40, 40);constant;500000;lbfgs +0.6013281345367432;0.0;0.010104179382324219;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7843137254901961;0.7843137254901961;0.0;1946;0.8390804597701149;0.8390804597701149;0.0;2487;0.9302325581395349;0.9302325581395349;0.0;3215;0.851063829787234;0.851063829787234;0.0;2732;MLPClassifier;;;;;;;tanh;(80, 100, 60);invscaling;500000;lbfgs +0.4730219841003418;0.0;0.009798288345336914;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7843137254901961;0.7843137254901961;0.0;1946;0.8390804597701149;0.8390804597701149;0.0;2487;0.9302325581395349;0.9302325581395349;0.0;3215;0.851063829787234;0.851063829787234;0.0;2732;MLPClassifier;;;;;;;tanh;(100, 40, 20);adaptive;500000;lbfgs +0.12288808822631836;0.0;0.006943941116333008;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7843137254901961;0.7843137254901961;0.0;1946;0.8390804597701149;0.8390804597701149;0.0;2487;0.9302325581395349;0.9302325581395349;0.0;3215;0.851063829787234;0.851063829787234;0.0;2732;MLPClassifier;;;;;;;relu;(15, 45);constant;500000;lbfgs +4.176.198.720.932.000;0.0;0.0073070526123046875;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7843137254901961;0.7843137254901961;0.0;1946;0.8390804597701149;0.8390804597701149;0.0;2487;0.9302325581395349;0.9302325581395349;0.0;3215;0.851063829787234;0.851063829787234;0.0;2732;MLPClassifier;;;;;;;relu;(60, 60);constant;500000;sgd +0.33057308197021484;0.0;0.009430170059204102;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7843137254901961;0.7843137254901961;0.0;1946;0.8390804597701149;0.8390804597701149;0.0;2487;0.9302325581395349;0.9302325581395349;0.0;3215;0.851063829787234;0.851063829787234;0.0;2732;MLPClassifier;;;;;;;relu;(20, 60, 40);invscaling;500000;lbfgs +21.509.080.171.585.000;0.0;0.008817195892333984;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7843137254901961;0.7843137254901961;0.0;1946;0.8390804597701149;0.8390804597701149;0.0;2487;0.9302325581395349;0.9302325581395349;0.0;3215;0.851063829787234;0.851063829787234;0.0;2732;MLPClassifier;;;;;;;relu;(20, 100, 100);constant;500000;sgd +0.719027042388916;0.0;0.011509895324707031;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7843137254901961;0.7843137254901961;0.0;1946;0.8390804597701149;0.8390804597701149;0.0;2487;0.9302325581395349;0.9302325581395349;0.0;3215;0.851063829787234;0.851063829787234;0.0;2732;MLPClassifier;;;;;;;relu;(40, 80, 20);adaptive;500000;lbfgs +0.28678011894226074;0.0;0.011242866516113281;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7843137254901961;0.7843137254901961;0.0;1946;0.8390804597701149;0.8390804597701149;0.0;2487;0.9302325581395349;0.9302325581395349;0.0;3215;0.851063829787234;0.851063829787234;0.0;2732;MLPClassifier;;;;;;;relu;(60, 40, 20);adaptive;500000;lbfgs +0.5502579212188721;0.0;0.009778976440429688;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7843137254901961;0.7843137254901961;0.0;1946;0.8390804597701149;0.8390804597701149;0.0;2487;0.9302325581395349;0.9302325581395349;0.0;3215;0.851063829787234;0.851063829787234;0.0;2732;MLPClassifier;;;;;;;relu;(80, 40, 80);invscaling;500000;lbfgs +0.4533119201660156;0.0;0.008457183837890625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7959183673469388;0.7959183673469388;0.0;1486;0.8390804597701149;0.8390804597701149;0.0;2487;0.9069767441860465;0.9069767441860465;0.0;3336;0.8478260869565216;0.8478260869565216;0.0;2813;MLPClassifier;;;;;;;logistic;(45, 60);invscaling;500000;lbfgs +137.678.861.618.042;0.0;0.009189844131469727;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7959183673469388;0.7959183673469388;0.0;1486;0.8390804597701149;0.8390804597701149;0.0;2487;0.9069767441860465;0.9069767441860465;0.0;3336;0.8478260869565216;0.8478260869565216;0.0;2813;MLPClassifier;;;;;;;logistic;(20, 60, 100);invscaling;500000;adam +3.311.034.917.831.420;0.0;0.009471893310546875;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7413793103448276;0.7413793103448276;0.0;3423;0.8275862068965517;0.8275862068965517;0.0;2749;1.0;1.0;0.0;1;0.8514851485148515;0.8514851485148515;0.0;2726;MLPClassifier;;;;;;;logistic;(60, 100, 100);constant;500000;lbfgs +11.822.569.370.269.700;0.0;0.008366107940673828;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7413793103448276;0.7413793103448276;0.0;3423;0.8275862068965517;0.8275862068965517;0.0;2749;1.0;1.0;0.0;1;0.8514851485148515;0.8514851485148515;0.0;2726;MLPClassifier;;;;;;;logistic;(80, 20, 60);constant;500000;lbfgs +0.3094041347503662;0.0;0.012121915817260742;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7413793103448276;0.7413793103448276;0.0;3423;0.8275862068965517;0.8275862068965517;0.0;2749;1.0;1.0;0.0;1;0.8514851485148515;0.8514851485148515;0.0;2726;MLPClassifier;;;;;;;tanh;(20, 60, 60);adaptive;500000;lbfgs +0.5505759716033936;0.0;0.009907007217407227;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7413793103448276;0.7413793103448276;0.0;3423;0.8275862068965517;0.8275862068965517;0.0;2749;1.0;1.0;0.0;1;0.8514851485148515;0.8514851485148515;0.0;2726;MLPClassifier;;;;;;;tanh;(100, 80, 40);adaptive;500000;lbfgs +3.245.408.058.166.500;0.0;0.007087230682373047;0.0;{'activation': 'relu', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7413793103448276;0.7413793103448276;0.0;3423;0.8275862068965517;0.8275862068965517;0.0;2749;1.0;1.0;0.0;1;0.8514851485148515;0.8514851485148515;0.0;2726;MLPClassifier;;;;;;;relu;15;constant;500000;adam +1.819.662.094.116.210;0.0;0.009498119354248047;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7413793103448276;0.7413793103448276;0.0;3423;0.8275862068965517;0.8275862068965517;0.0;2749;1.0;1.0;0.0;1;0.8514851485148515;0.8514851485148515;0.0;2726;MLPClassifier;;;;;;;relu;(60, 80, 40);constant;500000;sgd +0.16155314445495605;0.0;0.007323026657104492;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;logistic;65;invscaling;500000;lbfgs +0.4602499008178711;0.0;0.008208036422729492;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;logistic;(30, 60);constant;500000;lbfgs +0.6920640468597412;0.0;0.008082151412963867;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;logistic;(45, 45);invscaling;500000;lbfgs +0.5369138717651367;0.0;0.008318901062011719;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;logistic;(45, 60);adaptive;500000;lbfgs +0.9261198043823242;0.0;0.009340047836303711;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;logistic;(60, 90);adaptive;500000;lbfgs +0.617901086807251;0.0;0.0102081298828125;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;logistic;(90, 45);constant;500000;lbfgs +0.942255973815918;0.0;0.008739233016967773;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;logistic;(20, 60, 40);invscaling;500000;lbfgs +14.953.753.232.955.900;0.0;0.008432865142822266;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;logistic;(20, 60, 40);adaptive;500000;adam +0.7995808124542236;0.0;0.011622190475463867;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;logistic;(40, 60, 20);constant;500000;lbfgs +16.089.153.289.794.900;0.0;0.010823965072631836;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;logistic;(40, 100, 40);constant;500000;lbfgs +37.359.533.309.936.500;0.0;0.009058713912963867;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;logistic;(60, 100, 40);invscaling;500000;lbfgs +3.043.114.185.333.250;0.0;0.010020017623901367;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;logistic;(60, 100, 100);adaptive;500000;lbfgs +20.392.849.445.343.000;0.0;0.008247137069702148;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;logistic;(80, 20, 80);constant;500000;lbfgs +12.305.541.038.513.100;0.0;0.009121179580688477;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;logistic;(80, 40, 40);invscaling;500000;lbfgs +1.611.262.321.472.160;0.0;0.012796878814697266;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;logistic;(80, 40, 80);invscaling;500000;lbfgs +13.808.679.580.688.400;0.0;0.008764982223510742;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;logistic;(80, 60, 20);constant;500000;lbfgs +20.108.108.520.507.800;0.0;0.011660099029541016;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;logistic;(80, 100, 40);adaptive;500000;lbfgs +30.225.558.280.944.800;0.0;0.011233091354370117;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;logistic;(100, 80, 20);adaptive;500000;lbfgs +0.18594121932983398;0.0;0.009474039077758789;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;tanh;5;constant;500000;lbfgs +0.7804539203643799;0.0;0.007524967193603516;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;tanh;5;invscaling;500000;lbfgs +3.208.454.132.080.070;0.0;0.007181882858276367;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;tanh;10;invscaling;500000;adam +35.687.057.971.954.300;0.0;0.00771021842956543;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;tanh;35;adaptive;500000;adam +0.09303689002990723;0.0;0.008175134658813477;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;tanh;80;adaptive;500000;lbfgs +0.13365387916564941;0.0;0.01024317741394043;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;tanh;95;invscaling;500000;lbfgs +3.332.252.025.604.240;0.0;0.008758068084716797;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;tanh;(15, 45);invscaling;500000;adam +4.551.542.043.685.910;0.0;0.011938095092773438;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;tanh;(15, 90);constant;500000;adam +0.2611420154571533;0.0;0.00812983512878418;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;tanh;(30, 90);constant;500000;lbfgs +0.2442491054534912;0.0;0.008874893188476562;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;tanh;(30, 90);invscaling;500000;lbfgs +0.2682058811187744;0.0;0.008726119995117188;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;tanh;(30, 90);adaptive;500000;lbfgs +0.16636085510253906;0.0;0.00830698013305664;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;tanh;(60, 30);constant;500000;lbfgs +3.307.682.991.027.830;0.0;0.008378982543945312;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;tanh;(20, 60, 20);constant;500000;adam +0.5643188953399658;0.0;0.009131193161010742;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;tanh;(20, 60, 100);constant;500000;lbfgs +41.939.661.502.838.100;0.0;0.009772062301635742;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;tanh;(20, 100, 60);invscaling;500000;adam +0.5930602550506592;0.0;0.009523868560791016;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;tanh;(20, 100, 80);constant;500000;lbfgs +0.18787407875061035;0.0;0.012658119201660156;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;tanh;(40, 20, 80);constant;500000;lbfgs +0.4757559299468994;0.0;0.009706974029541016;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;tanh;(40, 80, 40);invscaling;500000;lbfgs +0.5973391532897949;0.0;0.010642051696777344;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;tanh;(40, 100, 80);adaptive;500000;lbfgs +0.4695549011230469;0.0;0.009270906448364258;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;tanh;(60, 20, 60);constant;500000;lbfgs +0.5542409420013428;0.0;0.00964498519897461;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;tanh;(60, 100, 60);constant;500000;lbfgs +0.4108772277832031;0.0;0.009285926818847656;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;tanh;(80, 60, 20);constant;500000;lbfgs +0.5329091548919678;0.0;0.009241104125976562;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;tanh;(80, 60, 100);adaptive;500000;lbfgs +0.6805570125579834;0.0;0.009526968002319336;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;tanh;(80, 80, 100);invscaling;500000;lbfgs +0.4168839454650879;0.0;0.009701728820800781;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;tanh;(100, 60, 40);invscaling;500000;lbfgs +0.7406420707702637;0.0;0.01021432876586914;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;tanh;(100, 100, 20);invscaling;500000;lbfgs +0.10563874244689941;0.0;0.006976127624511719;0.0;{'activation': 'relu', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;relu;40;constant;500000;lbfgs +0.3978850841522217;0.0;0.007854938507080078;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;relu;(15, 90);invscaling;500000;lbfgs +0.25534892082214355;0.0;0.007950067520141602;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;relu;(20, 40, 40);constant;500000;lbfgs +0.3241438865661621;0.0;0.010605096817016602;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;relu;(20, 60, 40);adaptive;500000;lbfgs +1.385.404.086.112.970;0.0;0.009217023849487305;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;relu;(20, 100, 20);constant;500000;sgd +0.49468326568603516;0.0;0.008888006210327148;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;relu;(20, 100, 60);adaptive;500000;lbfgs +0.7798881530761719;0.0;0.011854171752929688;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;relu;(20, 100, 80);constant;500000;lbfgs +1.415.076.994.895.930;0.0;0.008556842803955078;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;relu;(40, 20, 60);adaptive;500000;sgd +0.5369141101837158;0.0;0.008469104766845703;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;relu;(40, 40, 60);adaptive;500000;lbfgs +15.199.219.226.837.100;0.0;0.011029720306396484;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;relu;(40, 80, 20);adaptive;500000;sgd +0.3520348072052002;0.0;0.01069021224975586;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;relu;(60, 20, 40);invscaling;500000;lbfgs +1.467.433.214.187.620;0.0;0.008783817291259766;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;relu;(60, 60, 20);adaptive;500000;sgd +18.840.993.881.225.500;0.0;0.009331226348876953;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;relu;(60, 60, 60);constant;500000;sgd +1.971.344.518.661.490;0.0;0.01223301887512207;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;relu;(60, 80, 60);constant;500000;sgd +21.537.333.011.627.100;0.0;0.009804964065551758;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;relu;(60, 80, 80);adaptive;500000;sgd +16.053.010.940.551.700;0.0;0.009859085083007812;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.75;0.75;0.0;2954;0.8275862068965517;0.8275862068965517;0.0;2749;0.9767441860465116;0.9767441860465116;0.0;1284;0.8484848484848485;0.8484848484848485;0.0;2753;MLPClassifier;;;;;;;relu;(80, 60, 40);adaptive;500000;sgd +0.13289618492126465;0.0;0.007323026657104492;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;logistic;25;constant;500000;lbfgs +0.13309502601623535;0.0;0.014863729476928711;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;logistic;40;adaptive;500000;lbfgs +0.25336503982543945;0.0;0.00750279426574707;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;logistic;(15, 45);invscaling;500000;lbfgs +0.3635239601135254;0.0;0.011105060577392578;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;logistic;(30, 45);adaptive;500000;lbfgs +0.2947530746459961;0.0;0.007982015609741211;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;logistic;(45, 30);invscaling;500000;lbfgs +0.33480286598205566;0.0;0.008279085159301758;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;logistic;(60, 30);constant;500000;lbfgs +0.6879177093505859;0.0;0.010888338088989258;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;logistic;(90, 30);invscaling;500000;lbfgs +0.9322071075439453;0.0;0.010241031646728516;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;logistic;(20, 20, 20);adaptive;500000;lbfgs +0.6257851123809814;0.0;0.012856721878051758;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;logistic;(20, 20, 40);constant;500000;lbfgs +1.190.699.577.331.540;0.0;0.008092164993286133;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;logistic;(20, 20, 60);invscaling;500000;lbfgs +2.598.424.196.243.280;0.0;0.00983285903930664;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;logistic;(20, 60, 100);adaptive;500000;lbfgs +12.737.369.537.353.500;0.0;0.00870513916015625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;logistic;(40, 40, 20);adaptive;500000;lbfgs +20.769.188.165.664.600;0.0;0.010238885879516602;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;logistic;(40, 80, 20);invscaling;500000;adam +2.886.458.158.493.040;0.0;0.00924992561340332;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;logistic;(40, 100, 20);adaptive;500000;lbfgs +3.316.293.239.593.500;0.0;0.010051727294921875;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;logistic;(40, 100, 80);invscaling;500000;lbfgs +2.221.982.955.932.610;0.0;0.010648012161254883;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;logistic;(60, 20, 40);constant;500000;lbfgs +13.250.501.155.853.200;0.0;0.008573770523071289;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;logistic;(60, 40, 40);constant;500000;lbfgs +18.109.188.079.833.900;0.0;0.00834798812866211;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;logistic;(60, 80, 20);constant;500000;lbfgs +1.400.871.992.111.200;0.0;0.011281013488769531;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;logistic;(80, 60, 40);constant;500000;lbfgs +24.748.218.059.539.700;0.0;0.009124279022216797;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;logistic;(80, 60, 60);constant;500000;lbfgs +31.708.061.695.098.800;0.0;0.01152491569519043;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;logistic;(80, 80, 20);adaptive;500000;lbfgs +20.188.188.552.856.400;0.0;0.009266138076782227;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;logistic;(80, 80, 60);adaptive;500000;lbfgs +265.531.325.340.271;0.0;0.009900093078613281;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;logistic;(100, 100, 20);invscaling;500000;lbfgs +1.979.403.018.951.410;0.0;0.0069158077239990234;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;tanh;5;invscaling;500000;adam +0.3546428680419922;0.0;0.008227109909057617;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;tanh;(45, 15);invscaling;500000;lbfgs +0.1871318817138672;0.0;0.008099794387817383;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;tanh;(60, 45);adaptive;500000;lbfgs +0.21542096138000488;0.0;0.00835418701171875;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;tanh;(75, 60);invscaling;500000;lbfgs +0.2083570957183838;0.0;0.008975744247436523;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;tanh;(20, 20, 100);invscaling;500000;lbfgs +0.571868896484375;0.0;0.011980056762695312;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;tanh;(20, 80, 80);constant;500000;lbfgs +0.4175071716308594;0.0;0.009456872940063477;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;tanh;(40, 80, 20);adaptive;500000;lbfgs +0.4903402328491211;0.0;0.009595870971679688;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;tanh;(40, 80, 40);constant;500000;lbfgs +0.31316399574279785;0.0;0.00911402702331543;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;tanh;(60, 20, 20);adaptive;500000;lbfgs +0.3777730464935303;0.0;0.012321233749389648;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;tanh;(60, 40, 60);adaptive;500000;lbfgs +0.477078914642334;0.0;0.012860298156738281;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;tanh;(60, 40, 100);adaptive;500000;lbfgs +0.42262721061706543;0.0;0.009402751922607422;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;tanh;(80, 20, 20);constant;500000;lbfgs +0.2721579074859619;0.0;0.009279012680053711;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;tanh;(80, 20, 60);constant;500000;lbfgs +0.32858896255493164;0.0;0.009777069091796875;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;tanh;(80, 40, 20);constant;500000;lbfgs +0.5036869049072266;0.0;0.010773897171020508;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;tanh;(80, 80, 40);adaptive;500000;lbfgs +0.35257506370544434;0.0;0.009253978729248047;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;tanh;(100, 20, 100);invscaling;500000;lbfgs +29.884.729.385.375.900;0.0;0.009306907653808594;0.0;{'activation': 'relu', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;relu;55;constant;500000;adam +0.11915111541748047;0.0;0.009775876998901367;0.0;{'activation': 'relu', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;relu;95;adaptive;500000;lbfgs +0.15395808219909668;0.0;0.008082866668701172;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;relu;(45, 15);invscaling;500000;lbfgs +65.595.598.220.825.100;0.0;0.008877038955688477;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;relu;(75, 45);adaptive;500000;sgd +5.912.209.987.640.380;0.0;0.007909059524536133;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;relu;(90, 75);constant;500000;sgd +1.436.384.916.305.540;0.0;0.008463144302368164;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;relu;(20, 20, 40);adaptive;500000;adam +2.080.153.226.852.410;0.0;0.012237787246704102;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;relu;(20, 40, 80);constant;500000;adam +0.6594960689544678;0.0;0.009540796279907227;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;relu;(20, 80, 100);constant;500000;lbfgs +13.622.452.020.645.100;0.0;0.008519172668457031;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;relu;(40, 40, 40);adaptive;500000;sgd +17.833.264.350.891.100;0.0;0.010074853897094727;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;relu;(40, 40, 100);constant;500000;sgd +18.620.598.077.774.000;0.0;0.008763790130615234;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;relu;(40, 40, 100);adaptive;500000;sgd +21.796.226.024.627.600;0.0;0.0160520076751709;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;relu;(40, 100, 20);constant;500000;sgd +26.841.965.913.772.500;0.0;0.01422429084777832;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;relu;(40, 100, 60);constant;500000;sgd +15.205.202.102.661.100;0.0;0.00789785385131836;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;relu;(60, 20, 80);adaptive;500000;sgd +21.823.374.032.974.200;0.0;0.009099006652832031;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;relu;(60, 100, 60);adaptive;500000;sgd +0.48130106925964355;0.0;0.009575843811035156;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;relu;(80, 20, 20);constant;500000;lbfgs +16.350.155.115.127.500;0.0;0.009119987487792969;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;relu;(80, 40, 40);adaptive;500000;sgd +0.8062319755554199;0.0;0.009820938110351562;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;relu;(100, 80, 20);invscaling;500000;lbfgs +0.8491547107696533;0.0;0.010223150253295898;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7592592592592593;0.7592592592592593;0.0;2821;0.8275862068965517;0.8275862068965517;0.0;2749;0.9534883720930233;0.9534883720930233;0.0;2739;0.845360824742268;0.845360824742268;0.0;2815;MLPClassifier;;;;;;;relu;(100, 80, 100);invscaling;500000;lbfgs +0.28305721282958984;0.0;0.010062694549560547;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7692307692307693;0.7692307692307693;0.0;2531;0.8275862068965517;0.8275862068965517;0.0;2749;0.9302325581395349;0.9302325581395349;0.0;3215;0.8421052631578948;0.8421052631578948;0.0;2875;MLPClassifier;;;;;;;logistic;5;invscaling;500000;lbfgs +12.140.800.952.911.300;0.0;0.00851297378540039;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7692307692307693;0.7692307692307693;0.0;2531;0.8275862068965517;0.8275862068965517;0.0;2749;0.9302325581395349;0.9302325581395349;0.0;3215;0.8421052631578948;0.8421052631578948;0.0;2875;MLPClassifier;;;;;;;logistic;(40, 80, 20);constant;500000;lbfgs +0.9105470180511475;0.0;0.010385990142822266;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7692307692307693;0.7692307692307693;0.0;2531;0.8275862068965517;0.8275862068965517;0.0;2749;0.9302325581395349;0.9302325581395349;0.0;3215;0.8421052631578948;0.8421052631578948;0.0;2875;MLPClassifier;;;;;;;logistic;(60, 40, 60);constant;500000;lbfgs +0.7965619564056396;0.0;0.008932828903198242;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7692307692307693;0.7692307692307693;0.0;2531;0.8275862068965517;0.8275862068965517;0.0;2749;0.9302325581395349;0.9302325581395349;0.0;3215;0.8421052631578948;0.8421052631578948;0.0;2875;MLPClassifier;;;;;;;logistic;(60, 60, 20);invscaling;500000;lbfgs +37.899.091.243.743.800;0.0;0.009326934814453125;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7692307692307693;0.7692307692307693;0.0;2531;0.8275862068965517;0.8275862068965517;0.0;2749;0.9302325581395349;0.9302325581395349;0.0;3215;0.8421052631578948;0.8421052631578948;0.0;2875;MLPClassifier;;;;;;;logistic;(80, 20, 100);constant;500000;lbfgs +2.064.541.816.711.420;0.0;0.009851217269897461;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7692307692307693;0.7692307692307693;0.0;2531;0.8275862068965517;0.8275862068965517;0.0;2749;0.9302325581395349;0.9302325581395349;0.0;3215;0.8421052631578948;0.8421052631578948;0.0;2875;MLPClassifier;;;;;;;logistic;(80, 60, 80);invscaling;500000;lbfgs +3.247.725.009.918.210;0.0;0.009113073348999023;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7692307692307693;0.7692307692307693;0.0;2531;0.8275862068965517;0.8275862068965517;0.0;2749;0.9302325581395349;0.9302325581395349;0.0;3215;0.8421052631578948;0.8421052631578948;0.0;2875;MLPClassifier;;;;;;;logistic;(80, 100, 100);invscaling;500000;lbfgs +4.662.409.782.409.660;0.0;0.008069276809692383;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7692307692307693;0.7692307692307693;0.0;2531;0.8275862068965517;0.8275862068965517;0.0;2749;0.9302325581395349;0.9302325581395349;0.0;3215;0.8421052631578948;0.8421052631578948;0.0;2875;MLPClassifier;;;;;;;logistic;(100, 100, 100);invscaling;500000;lbfgs +0.25576305389404297;0.0;0.008847713470458984;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7692307692307693;0.7692307692307693;0.0;2531;0.8275862068965517;0.8275862068965517;0.0;2749;0.9302325581395349;0.9302325581395349;0.0;3215;0.8421052631578948;0.8421052631578948;0.0;2875;MLPClassifier;;;;;;;tanh;(90, 30);invscaling;500000;lbfgs +0.4852488040924072;0.0;0.009981155395507812;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7692307692307693;0.7692307692307693;0.0;2531;0.8275862068965517;0.8275862068965517;0.0;2749;0.9302325581395349;0.9302325581395349;0.0;3215;0.8421052631578948;0.8421052631578948;0.0;2875;MLPClassifier;;;;;;;tanh;(80, 80, 40);constant;500000;lbfgs +0.41785192489624023;0.0;0.010078191757202148;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7692307692307693;0.7692307692307693;0.0;2531;0.8275862068965517;0.8275862068965517;0.0;2749;0.9302325581395349;0.9302325581395349;0.0;3215;0.8421052631578948;0.8421052631578948;0.0;2875;MLPClassifier;;;;;;;tanh;(100, 60, 40);constant;500000;lbfgs +32.083.590.030.670.100;0.0;0.006502866744995117;0.0;{'activation': 'relu', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7692307692307693;0.7692307692307693;0.0;2531;0.8275862068965517;0.8275862068965517;0.0;2749;0.9302325581395349;0.9302325581395349;0.0;3215;0.8421052631578948;0.8421052631578948;0.0;2875;MLPClassifier;;;;;;;relu;15;adaptive;500000;adam +443.254.280.090.332;0.0;0.008877038955688477;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7692307692307693;0.7692307692307693;0.0;2531;0.8275862068965517;0.8275862068965517;0.0;2749;0.9302325581395349;0.9302325581395349;0.0;3215;0.8421052631578948;0.8421052631578948;0.0;2875;MLPClassifier;;;;;;;relu;(75, 60);constant;500000;sgd +0.6668908596038818;0.0;0.008856058120727539;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.78;0.78;0.0;2168;0.8275862068965517;0.8275862068965517;0.0;2749;0.9069767441860465;0.9069767441860465;0.0;3336;0.8387096774193548;0.8387096774193548;0.0;2911;MLPClassifier;;;;;;;logistic;(75, 45);constant;500000;lbfgs +0.7804911136627197;0.0;0.01151895523071289;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7288135593220338;0.7288135593220338;0.0;4622;0.8160919540229885;0.8160919540229885;0.0;2887;1.0;1.0;0.0;1;0.8431372549019608;0.8431372549019608;0.0;2873;MLPClassifier;;;;;;;tanh;(60, 100, 100);constant;500000;lbfgs +0.6931102275848389;0.0;0.014828920364379883;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7288135593220338;0.7288135593220338;0.0;4622;0.8160919540229885;0.8160919540229885;0.0;2887;1.0;1.0;0.0;1;0.8431372549019608;0.8431372549019608;0.0;2873;MLPClassifier;;;;;;;tanh;(100, 100, 40);adaptive;500000;lbfgs +0.001219034194946289;0.0;0.004148006439208984;0.0;{'criterion': 'entropy', 'splitter': 'random'};0.7368421052631579;0.7368421052631579;0.0;4;0.8160919540229885;0.8160919540229885;0.0;3;0.9767441860465116;0.9767441860465116;0.0;1;0.8399999999999999;0.8399999999999999;0.0;3;DecisionTreeClassifier;;;entropy;random;;;;;;; +0.13333988189697266;0.0;0.007842063903808594;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7368421052631579;0.7368421052631579;0.0;3650;0.8160919540229885;0.8160919540229885;0.0;2887;0.9767441860465116;0.9767441860465116;0.0;1284;0.8399999999999999;0.8399999999999999;0.0;2888;MLPClassifier;;;;;;;logistic;15;adaptive;500000;lbfgs +0.30082201957702637;0.0;0.01040506362915039;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7368421052631579;0.7368421052631579;0.0;3650;0.8160919540229885;0.8160919540229885;0.0;2887;0.9767441860465116;0.9767441860465116;0.0;1284;0.8399999999999999;0.8399999999999999;0.0;2888;MLPClassifier;;;;;;;logistic;(30, 45);constant;500000;lbfgs +0.6370859146118164;0.0;0.009209156036376953;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7368421052631579;0.7368421052631579;0.0;3650;0.8160919540229885;0.8160919540229885;0.0;2887;0.9767441860465116;0.9767441860465116;0.0;1284;0.8399999999999999;0.8399999999999999;0.0;2888;MLPClassifier;;;;;;;logistic;(60, 75);invscaling;500000;lbfgs +0.7705638408660889;0.0;0.008747100830078125;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7368421052631579;0.7368421052631579;0.0;3650;0.8160919540229885;0.8160919540229885;0.0;2887;0.9767441860465116;0.9767441860465116;0.0;1284;0.8399999999999999;0.8399999999999999;0.0;2888;MLPClassifier;;;;;;;logistic;(20, 60, 20);adaptive;500000;lbfgs +25.395.848.751.068.100;0.0;0.010566949844360352;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7368421052631579;0.7368421052631579;0.0;3650;0.8160919540229885;0.8160919540229885;0.0;2887;0.9767441860465116;0.9767441860465116;0.0;1284;0.8399999999999999;0.8399999999999999;0.0;2888;MLPClassifier;;;;;;;logistic;(40, 80, 100);constant;500000;lbfgs +2.204.617.977.142.330;0.0;0.008699893951416016;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7368421052631579;0.7368421052631579;0.0;3650;0.8160919540229885;0.8160919540229885;0.0;2887;0.9767441860465116;0.9767441860465116;0.0;1284;0.8399999999999999;0.8399999999999999;0.0;2888;MLPClassifier;;;;;;;logistic;(40, 100, 20);constant;500000;lbfgs +2.623.371.124.267.570;0.0;0.010338068008422852;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7368421052631579;0.7368421052631579;0.0;3650;0.8160919540229885;0.8160919540229885;0.0;2887;0.9767441860465116;0.9767441860465116;0.0;1284;0.8399999999999999;0.8399999999999999;0.0;2888;MLPClassifier;;;;;;;logistic;(40, 100, 100);adaptive;500000;lbfgs +28.049.111.366.271.900;0.0;0.009122848510742188;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7368421052631579;0.7368421052631579;0.0;3650;0.8160919540229885;0.8160919540229885;0.0;2887;0.9767441860465116;0.9767441860465116;0.0;1284;0.8399999999999999;0.8399999999999999;0.0;2888;MLPClassifier;;;;;;;logistic;(60, 80, 40);adaptive;500000;lbfgs +35.157.108.306.884.700;0.0;0.008973121643066406;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7368421052631579;0.7368421052631579;0.0;3650;0.8160919540229885;0.8160919540229885;0.0;2887;0.9767441860465116;0.9767441860465116;0.0;1284;0.8399999999999999;0.8399999999999999;0.0;2888;MLPClassifier;;;;;;;logistic;(100, 40, 60);constant;500000;lbfgs +4.640.748.023.986.810;0.0;0.009822845458984375;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7368421052631579;0.7368421052631579;0.0;3650;0.8160919540229885;0.8160919540229885;0.0;2887;0.9767441860465116;0.9767441860465116;0.0;1284;0.8399999999999999;0.8399999999999999;0.0;2888;MLPClassifier;;;;;;;logistic;(100, 80, 80);invscaling;500000;lbfgs +0.08828186988830566;0.0;0.007277011871337891;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7368421052631579;0.7368421052631579;0.0;3650;0.8160919540229885;0.8160919540229885;0.0;2887;0.9767441860465116;0.9767441860465116;0.0;1284;0.8399999999999999;0.8399999999999999;0.0;2888;MLPClassifier;;;;;;;tanh;15;constant;500000;lbfgs +0.06678915023803711;0.0;0.009723901748657227;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7368421052631579;0.7368421052631579;0.0;3650;0.8160919540229885;0.8160919540229885;0.0;2887;0.9767441860465116;0.9767441860465116;0.0;1284;0.8399999999999999;0.8399999999999999;0.0;2888;MLPClassifier;;;;;;;tanh;50;constant;500000;lbfgs +0.14612698554992676;0.0;0.008038997650146484;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7368421052631579;0.7368421052631579;0.0;3650;0.8160919540229885;0.8160919540229885;0.0;2887;0.9767441860465116;0.9767441860465116;0.0;1284;0.8399999999999999;0.8399999999999999;0.0;2888;MLPClassifier;;;;;;;tanh;(30, 60);invscaling;500000;lbfgs +0.35909295082092285;0.0;0.010782003402709961;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7368421052631579;0.7368421052631579;0.0;3650;0.8160919540229885;0.8160919540229885;0.0;2887;0.9767441860465116;0.9767441860465116;0.0;1284;0.8399999999999999;0.8399999999999999;0.0;2888;MLPClassifier;;;;;;;tanh;(20, 80, 20);adaptive;500000;lbfgs +0.5323491096496582;0.0;0.009238958358764648;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7368421052631579;0.7368421052631579;0.0;3650;0.8160919540229885;0.8160919540229885;0.0;2887;0.9767441860465116;0.9767441860465116;0.0;1284;0.8399999999999999;0.8399999999999999;0.0;2888;MLPClassifier;;;;;;;tanh;(20, 80, 80);adaptive;500000;lbfgs +0.6445858478546143;0.0;0.010715246200561523;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7368421052631579;0.7368421052631579;0.0;3650;0.8160919540229885;0.8160919540229885;0.0;2887;0.9767441860465116;0.9767441860465116;0.0;1284;0.8399999999999999;0.8399999999999999;0.0;2888;MLPClassifier;;;;;;;tanh;(20, 100, 80);invscaling;500000;lbfgs +0.1890411376953125;0.0;0.00852203369140625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7368421052631579;0.7368421052631579;0.0;3650;0.8160919540229885;0.8160919540229885;0.0;2887;0.9767441860465116;0.9767441860465116;0.0;1284;0.8399999999999999;0.8399999999999999;0.0;2888;MLPClassifier;;;;;;;tanh;(40, 40, 40);invscaling;500000;lbfgs +0.43277788162231445;0.0;0.009059906005859375;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7368421052631579;0.7368421052631579;0.0;3650;0.8160919540229885;0.8160919540229885;0.0;2887;0.9767441860465116;0.9767441860465116;0.0;1284;0.8399999999999999;0.8399999999999999;0.0;2888;MLPClassifier;;;;;;;tanh;(40, 100, 40);invscaling;500000;lbfgs +0.5275859832763672;0.0;0.016530990600585938;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7368421052631579;0.7368421052631579;0.0;3650;0.8160919540229885;0.8160919540229885;0.0;2887;0.9767441860465116;0.9767441860465116;0.0;1284;0.8399999999999999;0.8399999999999999;0.0;2888;MLPClassifier;;;;;;;tanh;(100, 80, 20);invscaling;500000;lbfgs +12.522.846.937.179.500;0.0;0.011197090148925781;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7368421052631579;0.7368421052631579;0.0;3650;0.8160919540229885;0.8160919540229885;0.0;2887;0.9767441860465116;0.9767441860465116;0.0;1284;0.8399999999999999;0.8399999999999999;0.0;2888;MLPClassifier;;;;;;;relu;(20, 20, 60);constant;500000;sgd +0.4400339126586914;0.0;0.009902000427246094;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7368421052631579;0.7368421052631579;0.0;3650;0.8160919540229885;0.8160919540229885;0.0;2887;0.9767441860465116;0.9767441860465116;0.0;1284;0.8399999999999999;0.8399999999999999;0.0;2888;MLPClassifier;;;;;;;relu;(20, 80, 80);constant;500000;lbfgs +16.551.514.148.712.100;0.0;0.008891820907592773;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7368421052631579;0.7368421052631579;0.0;3650;0.8160919540229885;0.8160919540229885;0.0;2887;0.9767441860465116;0.9767441860465116;0.0;1284;0.8399999999999999;0.8399999999999999;0.0;2888;MLPClassifier;;;;;;;relu;(40, 40, 80);constant;500000;sgd +2.998.601.794.242.850;0.0;0.009484052658081055;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7368421052631579;0.7368421052631579;0.0;3650;0.8160919540229885;0.8160919540229885;0.0;2887;0.9767441860465116;0.9767441860465116;0.0;1284;0.8399999999999999;0.8399999999999999;0.0;2888;MLPClassifier;;;;;;;relu;(40, 100, 100);adaptive;500000;sgd +0.0023038387298583984;0.0;0.004157066345214844;0.0;{'criterion': 'entropy', 'splitter': 'best'};0.7454545454545455;0.7454545454545455;0.0;3;0.8160919540229885;0.8160919540229885;0.0;3;0.9534883720930233;0.9534883720930233;0.0;2;0.8367346938775511;0.8367346938775511;0.0;4;DecisionTreeClassifier;;;entropy;best;;;;;;; +0.14829516410827637;0.0;0.0074520111083984375;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7454545454545455;0.7454545454545455;0.0;3138;0.8160919540229885;0.8160919540229885;0.0;2887;0.9534883720930233;0.9534883720930233;0.0;2739;0.8367346938775511;0.8367346938775511;0.0;2912;MLPClassifier;;;;;;;logistic;10;adaptive;500000;lbfgs +0.3586721420288086;0.0;0.007963895797729492;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7454545454545455;0.7454545454545455;0.0;3138;0.8160919540229885;0.8160919540229885;0.0;2887;0.9534883720930233;0.9534883720930233;0.0;2739;0.8367346938775511;0.8367346938775511;0.0;2912;MLPClassifier;;;;;;;logistic;(15, 15);adaptive;500000;lbfgs +12.512.731.552.124.000;0.0;0.009271621704101562;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7454545454545455;0.7454545454545455;0.0;3138;0.8160919540229885;0.8160919540229885;0.0;2887;0.9534883720930233;0.9534883720930233;0.0;2739;0.8367346938775511;0.8367346938775511;0.0;2912;MLPClassifier;;;;;;;logistic;(15, 30);adaptive;500000;lbfgs +0.9684641361236572;0.0;0.009154081344604492;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7454545454545455;0.7454545454545455;0.0;3138;0.8160919540229885;0.8160919540229885;0.0;2887;0.9534883720930233;0.9534883720930233;0.0;2739;0.8367346938775511;0.8367346938775511;0.0;2912;MLPClassifier;;;;;;;logistic;(20, 60, 80);adaptive;500000;lbfgs +17.298.471.927.642.800;0.0;0.011777877807617188;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7454545454545455;0.7454545454545455;0.0;3138;0.8160919540229885;0.8160919540229885;0.0;2887;0.9534883720930233;0.9534883720930233;0.0;2739;0.8367346938775511;0.8367346938775511;0.0;2912;MLPClassifier;;;;;;;logistic;(20, 100, 40);adaptive;500000;lbfgs +25.949.063.301.086.400;0.0;0.00792694091796875;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7454545454545455;0.7454545454545455;0.0;3138;0.8160919540229885;0.8160919540229885;0.0;2887;0.9534883720930233;0.9534883720930233;0.0;2739;0.8367346938775511;0.8367346938775511;0.0;2912;MLPClassifier;;;;;;;logistic;(40, 20, 20);adaptive;500000;lbfgs +2.250.562.906.265.250;0.0;0.008894920349121094;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7454545454545455;0.7454545454545455;0.0;3138;0.8160919540229885;0.8160919540229885;0.0;2887;0.9534883720930233;0.9534883720930233;0.0;2739;0.8367346938775511;0.8367346938775511;0.0;2912;MLPClassifier;;;;;;;logistic;(60, 80, 40);constant;500000;lbfgs +12.164.208.889.007.500;0.0;0.00838327407836914;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7454545454545455;0.7454545454545455;0.0;3138;0.8160919540229885;0.8160919540229885;0.0;2887;0.9534883720930233;0.9534883720930233;0.0;2739;0.8367346938775511;0.8367346938775511;0.0;2912;MLPClassifier;;;;;;;logistic;(80, 20, 60);adaptive;500000;lbfgs +1.941.678.762.435.910;0.0;0.01075601577758789;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7454545454545455;0.7454545454545455;0.0;3138;0.8160919540229885;0.8160919540229885;0.0;2887;0.9534883720930233;0.9534883720930233;0.0;2739;0.8367346938775511;0.8367346938775511;0.0;2912;MLPClassifier;;;;;;;logistic;(80, 80, 80);constant;500000;lbfgs +21.961.312.294.006.300;0.0;0.009400606155395508;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7454545454545455;0.7454545454545455;0.0;3138;0.8160919540229885;0.8160919540229885;0.0;2887;0.9534883720930233;0.9534883720930233;0.0;2739;0.8367346938775511;0.8367346938775511;0.0;2912;MLPClassifier;;;;;;;logistic;(100, 20, 60);constant;500000;lbfgs +0.15287303924560547;0.0;0.00713801383972168;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7454545454545455;0.7454545454545455;0.0;3138;0.8160919540229885;0.8160919540229885;0.0;2887;0.9534883720930233;0.9534883720930233;0.0;2739;0.8367346938775511;0.8367346938775511;0.0;2912;MLPClassifier;;;;;;;tanh;10;adaptive;500000;lbfgs +0.2336440086364746;0.0;0.008512020111083984;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7454545454545455;0.7454545454545455;0.0;3138;0.8160919540229885;0.8160919540229885;0.0;2887;0.9534883720930233;0.9534883720930233;0.0;2739;0.8367346938775511;0.8367346938775511;0.0;2912;MLPClassifier;;;;;;;tanh;(20, 40, 60);adaptive;500000;lbfgs +0.17625188827514648;0.0;0.008553028106689453;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7454545454545455;0.7454545454545455;0.0;3138;0.8160919540229885;0.8160919540229885;0.0;2887;0.9534883720930233;0.9534883720930233;0.0;2739;0.8367346938775511;0.8367346938775511;0.0;2912;MLPClassifier;;;;;;;tanh;(40, 20, 20);adaptive;500000;lbfgs +0.39894914627075195;0.0;0.017933130264282227;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7454545454545455;0.7454545454545455;0.0;3138;0.8160919540229885;0.8160919540229885;0.0;2887;0.9534883720930233;0.9534883720930233;0.0;2739;0.8367346938775511;0.8367346938775511;0.0;2912;MLPClassifier;;;;;;;tanh;(60, 80, 20);adaptive;500000;lbfgs +0.26891589164733887;0.0;0.009579181671142578;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7454545454545455;0.7454545454545455;0.0;3138;0.8160919540229885;0.8160919540229885;0.0;2887;0.9534883720930233;0.9534883720930233;0.0;2739;0.8367346938775511;0.8367346938775511;0.0;2912;MLPClassifier;;;;;;;tanh;(100, 20, 20);adaptive;500000;lbfgs +0.2671821117401123;0.0;0.009591102600097656;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7454545454545455;0.7454545454545455;0.0;3138;0.8160919540229885;0.8160919540229885;0.0;2887;0.9534883720930233;0.9534883720930233;0.0;2739;0.8367346938775511;0.8367346938775511;0.0;2912;MLPClassifier;;;;;;;tanh;(100, 20, 40);constant;500000;lbfgs +0.7405638694763184;0.0;0.010081052780151367;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7454545454545455;0.7454545454545455;0.0;3138;0.8160919540229885;0.8160919540229885;0.0;2887;0.9534883720930233;0.9534883720930233;0.0;2739;0.8367346938775511;0.8367346938775511;0.0;2912;MLPClassifier;;;;;;;tanh;(100, 60, 80);adaptive;500000;lbfgs +0.8348486423492432;0.0;0.014215230941772461;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7454545454545455;0.7454545454545455;0.0;3138;0.8160919540229885;0.8160919540229885;0.0;2887;0.9534883720930233;0.9534883720930233;0.0;2739;0.8367346938775511;0.8367346938775511;0.0;2912;MLPClassifier;;;;;;;tanh;(100, 100, 80);adaptive;500000;lbfgs +0.10507917404174805;0.0;0.008809089660644531;0.0;{'activation': 'relu', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7454545454545455;0.7454545454545455;0.0;3138;0.8160919540229885;0.8160919540229885;0.0;2887;0.9534883720930233;0.9534883720930233;0.0;2739;0.8367346938775511;0.8367346938775511;0.0;2912;MLPClassifier;;;;;;;relu;35;invscaling;500000;lbfgs +33.724.400.997.161.800;0.0;0.00825810432434082;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7454545454545455;0.7454545454545455;0.0;3138;0.8160919540229885;0.8160919540229885;0.0;2887;0.9534883720930233;0.9534883720930233;0.0;2739;0.8367346938775511;0.8367346938775511;0.0;2912;MLPClassifier;;;;;;;relu;(60, 15);constant;500000;sgd +50.660.481.452.941.800;0.0;0.008502006530761719;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7454545454545455;0.7454545454545455;0.0;3138;0.8160919540229885;0.8160919540229885;0.0;2887;0.9534883720930233;0.9534883720930233;0.0;2739;0.8367346938775511;0.8367346938775511;0.0;2912;MLPClassifier;;;;;;;relu;(60, 75);constant;500000;sgd +4.144.567.012.786.860;0.0;0.00838613510131836;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7454545454545455;0.7454545454545455;0.0;3138;0.8160919540229885;0.8160919540229885;0.0;2887;0.9534883720930233;0.9534883720930233;0.0;2739;0.8367346938775511;0.8367346938775511;0.0;2912;MLPClassifier;;;;;;;relu;(75, 15);adaptive;500000;sgd +4.417.115.926.742.550;0.0;0.0088958740234375;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7454545454545455;0.7454545454545455;0.0;3138;0.8160919540229885;0.8160919540229885;0.0;2887;0.9534883720930233;0.9534883720930233;0.0;2739;0.8367346938775511;0.8367346938775511;0.0;2912;MLPClassifier;;;;;;;relu;(90, 30);constant;500000;sgd +0.36279821395874023;0.0;0.008626937866210938;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7454545454545455;0.7454545454545455;0.0;3138;0.8160919540229885;0.8160919540229885;0.0;2887;0.9534883720930233;0.9534883720930233;0.0;2739;0.8367346938775511;0.8367346938775511;0.0;2912;MLPClassifier;;;;;;;relu;(20, 80, 20);constant;500000;lbfgs +0.45888304710388184;0.0;0.01080012321472168;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7454545454545455;0.7454545454545455;0.0;3138;0.8160919540229885;0.8160919540229885;0.0;2887;0.9534883720930233;0.9534883720930233;0.0;2739;0.8367346938775511;0.8367346938775511;0.0;2912;MLPClassifier;;;;;;;relu;(20, 100, 20);invscaling;500000;lbfgs +13.093.292.236.328.100;0.0;0.008912801742553711;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7454545454545455;0.7454545454545455;0.0;3138;0.8160919540229885;0.8160919540229885;0.0;2887;0.9534883720930233;0.9534883720930233;0.0;2739;0.8367346938775511;0.8367346938775511;0.0;2912;MLPClassifier;;;;;;;relu;(40, 20, 80);constant;500000;sgd +13.312.909.126.281.700;0.0;0.014918804168701172;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7454545454545455;0.7454545454545455;0.0;3138;0.8160919540229885;0.8160919540229885;0.0;2887;0.9534883720930233;0.9534883720930233;0.0;2739;0.8367346938775511;0.8367346938775511;0.0;2912;MLPClassifier;;;;;;;relu;(60, 40, 40);adaptive;500000;sgd +12.764.919.996.261.500;0.0;0.013437986373901367;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7454545454545455;0.7454545454545455;0.0;3138;0.8160919540229885;0.8160919540229885;0.0;2887;0.9534883720930233;0.9534883720930233;0.0;2739;0.8367346938775511;0.8367346938775511;0.0;2912;MLPClassifier;;;;;;;relu;(80, 20, 40);adaptive;500000;sgd +0.3785688877105713;0.0;0.00876307487487793;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7547169811320755;0.7547169811320755;0.0;2907;0.8160919540229885;0.8160919540229885;0.0;2887;0.9302325581395349;0.9302325581395349;0.0;3215;0.8333333333333334;0.8333333333333334;0.0;2940;MLPClassifier;;;;;;;logistic;(30, 75);adaptive;500000;lbfgs +15.010.721.683.502.100;0.0;0.008942842483520508;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7547169811320755;0.7547169811320755;0.0;2907;0.8160919540229885;0.8160919540229885;0.0;2887;0.9302325581395349;0.9302325581395349;0.0;3215;0.8333333333333334;0.8333333333333334;0.0;2940;MLPClassifier;;;;;;;logistic;(20, 80, 60);constant;500000;lbfgs +1.598.134.994.506.830;0.0;0.008823871612548828;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7547169811320755;0.7547169811320755;0.0;2907;0.8160919540229885;0.8160919540229885;0.0;2887;0.9302325581395349;0.9302325581395349;0.0;3215;0.8333333333333334;0.8333333333333334;0.0;2940;MLPClassifier;;;;;;;logistic;(40, 40, 100);adaptive;500000;lbfgs +35.663.280.487.060.500;0.0;0.009063005447387695;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7547169811320755;0.7547169811320755;0.0;2907;0.8160919540229885;0.8160919540229885;0.0;2887;0.9302325581395349;0.9302325581395349;0.0;3215;0.8333333333333334;0.8333333333333334;0.0;2940;MLPClassifier;;;;;;;logistic;(60, 40, 100);invscaling;500000;lbfgs +11.807.241.439.819.300;0.0;0.010112762451171875;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7547169811320755;0.7547169811320755;0.0;2907;0.8160919540229885;0.8160919540229885;0.0;2887;0.9302325581395349;0.9302325581395349;0.0;3215;0.8333333333333334;0.8333333333333334;0.0;2940;MLPClassifier;;;;;;;logistic;(100, 20, 80);invscaling;500000;lbfgs +32.592.899.799.346.900;0.0;0.01104593276977539;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7547169811320755;0.7547169811320755;0.0;2907;0.8160919540229885;0.8160919540229885;0.0;2887;0.9302325581395349;0.9302325581395349;0.0;3215;0.8333333333333334;0.8333333333333334;0.0;2940;MLPClassifier;;;;;;;logistic;(100, 60, 100);invscaling;500000;lbfgs +0.319490909576416;0.0;0.008991241455078125;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7547169811320755;0.7547169811320755;0.0;2907;0.8160919540229885;0.8160919540229885;0.0;2887;0.9302325581395349;0.9302325581395349;0.0;3215;0.8333333333333334;0.8333333333333334;0.0;2940;MLPClassifier;;;;;;;tanh;(100, 20, 40);adaptive;500000;lbfgs +490.149.998.664.856;0.0;0.00906682014465332;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7547169811320755;0.7547169811320755;0.0;2907;0.8160919540229885;0.8160919540229885;0.0;2887;0.9302325581395349;0.9302325581395349;0.0;3215;0.8333333333333334;0.8333333333333334;0.0;2940;MLPClassifier;;;;;;;relu;(60, 30);constant;500000;sgd +3.606.779.098.510.740;0.0;0.008386850357055664;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7547169811320755;0.7547169811320755;0.0;2907;0.8160919540229885;0.8160919540229885;0.0;2887;0.9302325581395349;0.9302325581395349;0.0;3215;0.8333333333333334;0.8333333333333334;0.0;2940;MLPClassifier;;;;;;;relu;(60, 45);constant;500000;sgd +6.635.804.891.586.300;0.0;0.009036064147949219;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7547169811320755;0.7547169811320755;0.0;2907;0.8160919540229885;0.8160919540229885;0.0;2887;0.9302325581395349;0.9302325581395349;0.0;3215;0.8333333333333334;0.8333333333333334;0.0;2940;MLPClassifier;;;;;;;relu;(75, 90);adaptive;500000;sgd +2.701.693.058.013.910;0.0;0.00966191291809082;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7647058823529411;0.7647058823529411;0.0;2637;0.8160919540229885;0.8160919540229885;0.0;2887;0.9069767441860465;0.9069767441860465;0.0;3336;0.8297872340425532;0.8297872340425532;0.0;2953;MLPClassifier;;;;;;;logistic;(80, 100, 40);invscaling;500000;lbfgs +3.955.773.115.158.080;0.0;0.009011030197143555;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7647058823529411;0.7647058823529411;0.0;2637;0.8160919540229885;0.8160919540229885;0.0;2887;0.9069767441860465;0.9069767441860465;0.0;3336;0.8297872340425532;0.8297872340425532;0.0;2953;MLPClassifier;;;;;;;logistic;(100, 100, 100);adaptive;500000;lbfgs +0.17839717864990234;0.0;0.007951974868774414;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7241379310344828;0.7241379310344828;0.0;4681;0.8045977011494253;0.8045977011494253;0.0;2952;0.9767441860465116;0.9767441860465116;0.0;1284;0.8316831683168318;0.8316831683168318;0.0;2950;MLPClassifier;;;;;;;tanh;10;constant;500000;lbfgs +0.20963001251220703;0.0;0.010535955429077148;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7241379310344828;0.7241379310344828;0.0;4681;0.8045977011494253;0.8045977011494253;0.0;2952;0.9767441860465116;0.9767441860465116;0.0;1284;0.8316831683168318;0.8316831683168318;0.0;2950;MLPClassifier;;;;;;;tanh;(20, 40, 40);adaptive;500000;lbfgs +0.20206117630004883;0.0;0.008531808853149414;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7241379310344828;0.7241379310344828;0.0;4681;0.8045977011494253;0.8045977011494253;0.0;2952;0.9767441860465116;0.9767441860465116;0.0;1284;0.8316831683168318;0.8316831683168318;0.0;2950;MLPClassifier;;;;;;;tanh;(20, 60, 40);constant;500000;lbfgs +0.43166589736938477;0.0;0.007628917694091797;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7321428571428571;0.7321428571428571;0.0;3854;0.8045977011494253;0.8045977011494253;0.0;2952;0.9534883720930233;0.9534883720930233;0.0;2739;0.8282828282828282;0.8282828282828282;0.0;2955;MLPClassifier;;;;;;;logistic;5;adaptive;500000;lbfgs +0.9012129306793213;0.0;0.010120391845703125;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7321428571428571;0.7321428571428571;0.0;3854;0.8045977011494253;0.8045977011494253;0.0;2952;0.9534883720930233;0.9534883720930233;0.0;2739;0.8282828282828282;0.8282828282828282;0.0;2955;MLPClassifier;;;;;;;logistic;(40, 40, 80);invscaling;500000;lbfgs +11.535.990.238.189.600;0.0;0.00850987434387207;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7321428571428571;0.7321428571428571;0.0;3854;0.8045977011494253;0.8045977011494253;0.0;2952;0.9534883720930233;0.9534883720930233;0.0;2739;0.8282828282828282;0.8282828282828282;0.0;2955;MLPClassifier;;;;;;;logistic;(40, 60, 40);constant;500000;lbfgs +29.871.649.742.126.400;0.0;0.010409116744995117;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7321428571428571;0.7321428571428571;0.0;3854;0.8045977011494253;0.8045977011494253;0.0;2952;0.9534883720930233;0.9534883720930233;0.0;2739;0.8282828282828282;0.8282828282828282;0.0;2955;MLPClassifier;;;;;;;logistic;(100, 100, 80);constant;500000;lbfgs +0.3256211280822754;0.0;0.008678197860717773;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7321428571428571;0.7321428571428571;0.0;3854;0.8045977011494253;0.8045977011494253;0.0;2952;0.9534883720930233;0.9534883720930233;0.0;2739;0.8282828282828282;0.8282828282828282;0.0;2955;MLPClassifier;;;;;;;tanh;(40, 20, 100);invscaling;500000;lbfgs +0.09296989440917969;0.0;0.007230997085571289;0.0;{'activation': 'relu', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7321428571428571;0.7321428571428571;0.0;3854;0.8045977011494253;0.8045977011494253;0.0;2952;0.9534883720930233;0.9534883720930233;0.0;2739;0.8282828282828282;0.8282828282828282;0.0;2955;MLPClassifier;;;;;;;relu;25;adaptive;500000;lbfgs +585.508.918.762.207;0.0;0.009625911712646484;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7321428571428571;0.7321428571428571;0.0;3854;0.8045977011494253;0.8045977011494253;0.0;2952;0.9534883720930233;0.9534883720930233;0.0;2739;0.8282828282828282;0.8282828282828282;0.0;2955;MLPClassifier;;;;;;;relu;(75, 60);adaptive;500000;sgd +6.078.080.892.562.860;0.0;0.009012937545776367;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7321428571428571;0.7321428571428571;0.0;3854;0.8045977011494253;0.8045977011494253;0.0;2952;0.9534883720930233;0.9534883720930233;0.0;2739;0.8282828282828282;0.8282828282828282;0.0;2955;MLPClassifier;;;;;;;relu;(90, 75);adaptive;500000;sgd +1.123.487.949.371.330;0.0;0.008594989776611328;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7407407407407407;0.7407407407407407;0.0;3429;0.8045977011494253;0.8045977011494253;0.0;2952;0.9302325581395349;0.9302325581395349;0.0;3215;0.8247422680412371;0.8247422680412371;0.0;2964;MLPClassifier;;;;;;;logistic;(20, 20, 100);adaptive;500000;lbfgs +21.971.688.270.568.800;0.0;0.009065866470336914;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7407407407407407;0.7407407407407407;0.0;3429;0.8045977011494253;0.8045977011494253;0.0;2952;0.9302325581395349;0.9302325581395349;0.0;3215;0.8247422680412371;0.8247422680412371;0.0;2964;MLPClassifier;;;;;;;logistic;(80, 40, 80);constant;500000;lbfgs +0.3244447708129883;0.0;0.01244807243347168;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7407407407407407;0.7407407407407407;0.0;3429;0.8045977011494253;0.8045977011494253;0.0;2952;0.9302325581395349;0.9302325581395349;0.0;3215;0.8247422680412371;0.8247422680412371;0.0;2964;MLPClassifier;;;;;;;tanh;(60, 60, 20);invscaling;500000;lbfgs +419.612.717.628.479;0.0;0.00845789909362793;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7407407407407407;0.7407407407407407;0.0;3429;0.8045977011494253;0.8045977011494253;0.0;2952;0.9302325581395349;0.9302325581395349;0.0;3215;0.8247422680412371;0.8247422680412371;0.0;2964;MLPClassifier;;;;;;;relu;(30, 90);constant;500000;sgd +2.672.758.102.416.990;0.0;0.008944034576416016;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7407407407407407;0.7407407407407407;0.0;3429;0.8045977011494253;0.8045977011494253;0.0;2952;0.9302325581395349;0.9302325581395349;0.0;3215;0.8247422680412371;0.8247422680412371;0.0;2964;MLPClassifier;;;;;;;relu;(45, 30);constant;500000;sgd +34.984.488.487.243.600;0.0;0.008124828338623047;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7407407407407407;0.7407407407407407;0.0;3429;0.8045977011494253;0.8045977011494253;0.0;2952;0.9302325581395349;0.9302325581395349;0.0;3215;0.8247422680412371;0.8247422680412371;0.0;2964;MLPClassifier;;;;;;;relu;(45, 30);adaptive;500000;sgd +4.647.192.001.342.770;0.0;0.008185148239135742;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7407407407407407;0.7407407407407407;0.0;3429;0.8045977011494253;0.8045977011494253;0.0;2952;0.9302325581395349;0.9302325581395349;0.0;3215;0.8247422680412371;0.8247422680412371;0.0;2964;MLPClassifier;;;;;;;relu;(45, 90);constant;500000;sgd +4.659.442.901.611.320;0.0;0.009289026260375977;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7407407407407407;0.7407407407407407;0.0;3429;0.8045977011494253;0.8045977011494253;0.0;2952;0.9302325581395349;0.9302325581395349;0.0;3215;0.8247422680412371;0.8247422680412371;0.0;2964;MLPClassifier;;;;;;;relu;(90, 30);adaptive;500000;sgd +8.973.596.811.294.550;0.0;0.009795188903808594;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7407407407407407;0.7407407407407407;0.0;3429;0.8045977011494253;0.8045977011494253;0.0;2952;0.9302325581395349;0.9302325581395349;0.0;3215;0.8247422680412371;0.8247422680412371;0.0;2964;MLPClassifier;;;;;;;relu;(20, 20, 100);adaptive;500000;sgd +0.2918252944946289;0.0;0.012469768524169922;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.75;0.75;0.0;2954;0.8045977011494253;0.8045977011494253;0.0;2952;0.9069767441860465;0.9069767441860465;0.0;3336;0.8210526315789475;0.8210526315789475;0.0;2973;MLPClassifier;;;;;;;logistic;5;constant;500000;lbfgs +31.068.150.997.161.800;0.0;0.007579803466796875;0.0;{'activation': 'relu', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.8045977011494253;0.8045977011494253;0.0;2952;0.9069767441860465;0.9069767441860465;0.0;3336;0.8210526315789475;0.8210526315789475;0.0;2973;MLPClassifier;;;;;;;relu;15;invscaling;500000;adam +4.003.223.180.770.870;0.0;0.007459878921508789;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.75;0.75;0.0;2954;0.8045977011494253;0.8045977011494253;0.0;2952;0.9069767441860465;0.9069767441860465;0.0;3336;0.8210526315789475;0.8210526315789475;0.0;2973;MLPClassifier;;;;;;;relu;(15, 75);adaptive;500000;sgd +2.577.834.367.752.070;0.0;0.007960796356201172;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.75;0.75;0.0;2954;0.8045977011494253;0.8045977011494253;0.0;2952;0.9069767441860465;0.9069767441860465;0.0;3336;0.8210526315789475;0.8210526315789475;0.0;2973;MLPClassifier;;;;;;;relu;(45, 15);adaptive;500000;sgd +0.5819401741027832;0.0;0.010673999786376953;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.76;0.76;0.0;2795;0.8045977011494253;0.8045977011494253;0.0;2952;0.8837209302325582;0.8837209302325582;0.0;3367;0.8172043010752689;0.8172043010752689;0.0;2982;MLPClassifier;;;;;;;identity;(40, 40, 100);invscaling;500000;adam +0.3663790225982666;0.0;0.011471033096313477;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.76;0.76;0.0;2795;0.8045977011494253;0.8045977011494253;0.0;2952;0.8837209302325582;0.8837209302325582;0.0;3367;0.8172043010752689;0.8172043010752689;0.0;2982;MLPClassifier;;;;;;;identity;(40, 80, 60);constant;500000;adam +0.5169117450714111;0.0;0.012167930603027344;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.76;0.76;0.0;2795;0.8045977011494253;0.8045977011494253;0.0;2952;0.8837209302325582;0.8837209302325582;0.0;3367;0.8172043010752689;0.8172043010752689;0.0;2982;MLPClassifier;;;;;;;identity;(40, 100, 60);invscaling;500000;adam +0.6664788722991943;0.0;0.013282060623168945;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.76;0.76;0.0;2795;0.8045977011494253;0.8045977011494253;0.0;2952;0.8837209302325582;0.8837209302325582;0.0;3367;0.8172043010752689;0.8172043010752689;0.0;2982;MLPClassifier;;;;;;;identity;(60, 100, 100);invscaling;500000;adam +0.7215511798858643;0.0;0.010149955749511719;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.76;0.76;0.0;2795;0.8045977011494253;0.8045977011494253;0.0;2952;0.8837209302325582;0.8837209302325582;0.0;3367;0.8172043010752689;0.8172043010752689;0.0;2982;MLPClassifier;;;;;;;identity;(100, 80, 60);invscaling;500000;adam +1.814.971.923.828.120;0.0;0.010215997695922852;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.76;0.76;0.0;2795;0.8045977011494253;0.8045977011494253;0.0;2952;0.8837209302325582;0.8837209302325582;0.0;3367;0.8172043010752689;0.8172043010752689;0.0;2982;MLPClassifier;;;;;;;logistic;(20, 20, 40);invscaling;500000;adam +1.895.432.949.066.160;0.0;0.0110931396484375;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.76;0.76;0.0;2795;0.8045977011494253;0.8045977011494253;0.0;2952;0.8837209302325582;0.8837209302325582;0.0;3367;0.8172043010752689;0.8172043010752689;0.0;2982;MLPClassifier;;;;;;;logistic;(20, 20, 60);constant;500000;adam +2.336.638.927.459.710;0.0;0.00971531867980957;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.76;0.76;0.0;2795;0.8045977011494253;0.8045977011494253;0.0;2952;0.8837209302325582;0.8837209302325582;0.0;3367;0.8172043010752689;0.8172043010752689;0.0;2982;MLPClassifier;;;;;;;logistic;(20, 80, 80);constant;500000;adam +22.074.830.532.073.900;0.0;0.0097808837890625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.76;0.76;0.0;2795;0.8045977011494253;0.8045977011494253;0.0;2952;0.8837209302325582;0.8837209302325582;0.0;3367;0.8172043010752689;0.8172043010752689;0.0;2982;MLPClassifier;;;;;;;logistic;(40, 60, 40);invscaling;500000;adam +1.948.322.057.723.990;0.0;0.008907794952392578;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.76;0.76;0.0;2795;0.8045977011494253;0.8045977011494253;0.0;2952;0.8837209302325582;0.8837209302325582;0.0;3367;0.8172043010752689;0.8172043010752689;0.0;2982;MLPClassifier;;;;;;;logistic;(40, 80, 20);constant;500000;adam +17.216.870.784.759.500;0.0;0.008881092071533203;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.76;0.76;0.0;2795;0.8045977011494253;0.8045977011494253;0.0;2952;0.8837209302325582;0.8837209302325582;0.0;3367;0.8172043010752689;0.8172043010752689;0.0;2982;MLPClassifier;;;;;;;logistic;(40, 80, 20);adaptive;500000;adam +16.097.900.867.462.100;0.0;0.008636951446533203;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.76;0.76;0.0;2795;0.8045977011494253;0.8045977011494253;0.0;2952;0.8837209302325582;0.8837209302325582;0.0;3367;0.8172043010752689;0.8172043010752689;0.0;2982;MLPClassifier;;;;;;;logistic;(60, 40, 40);adaptive;500000;adam +14.927.990.436.553.900;0.0;0.009009838104248047;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.76;0.76;0.0;2795;0.8045977011494253;0.8045977011494253;0.0;2952;0.8837209302325582;0.8837209302325582;0.0;3367;0.8172043010752689;0.8172043010752689;0.0;2982;MLPClassifier;;;;;;;logistic;(60, 60, 20);invscaling;500000;adam +19.319.250.583.648.600;0.0;0.00859689712524414;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.76;0.76;0.0;2795;0.8045977011494253;0.8045977011494253;0.0;2952;0.8837209302325582;0.8837209302325582;0.0;3367;0.8172043010752689;0.8172043010752689;0.0;2982;MLPClassifier;;;;;;;logistic;(60, 80, 40);invscaling;500000;adam +12.899.119.853.973.300;0.0;0.008898019790649414;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.76;0.76;0.0;2795;0.8045977011494253;0.8045977011494253;0.0;2952;0.8837209302325582;0.8837209302325582;0.0;3367;0.8172043010752689;0.8172043010752689;0.0;2982;MLPClassifier;;;;;;;logistic;(80, 20, 40);invscaling;500000;adam +1.585.470.199.584.960;0.0;0.009712934494018555;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.76;0.76;0.0;2795;0.8045977011494253;0.8045977011494253;0.0;2952;0.8837209302325582;0.8837209302325582;0.0;3367;0.8172043010752689;0.8172043010752689;0.0;2982;MLPClassifier;;;;;;;logistic;(100, 20, 60);adaptive;500000;adam +17.931.740.283.966.000;0.0;0.011461257934570312;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.76;0.76;0.0;2795;0.8045977011494253;0.8045977011494253;0.0;2952;0.8837209302325582;0.8837209302325582;0.0;3367;0.8172043010752689;0.8172043010752689;0.0;2982;MLPClassifier;;;;;;;logistic;(100, 20, 80);constant;500000;adam +17.977.399.826.049.800;0.0;0.010119199752807617;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.76;0.76;0.0;2795;0.8045977011494253;0.8045977011494253;0.0;2952;0.8837209302325582;0.8837209302325582;0.0;3367;0.8172043010752689;0.8172043010752689;0.0;2982;MLPClassifier;;;;;;;logistic;(100, 40, 40);constant;500000;adam +17.633.719.444.274.900;0.0;0.008866071701049805;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.76;0.76;0.0;2795;0.8045977011494253;0.8045977011494253;0.0;2952;0.8837209302325582;0.8837209302325582;0.0;3367;0.8172043010752689;0.8172043010752689;0.0;2982;MLPClassifier;;;;;;;logistic;(100, 40, 40);invscaling;500000;adam +22.567.551.136.016.800;0.0;0.009138822555541992;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.76;0.76;0.0;2795;0.8045977011494253;0.8045977011494253;0.0;2952;0.8837209302325582;0.8837209302325582;0.0;3367;0.8172043010752689;0.8172043010752689;0.0;2982;MLPClassifier;;;;;;;logistic;(100, 60, 20);adaptive;500000;adam +20.633.318.424.224.800;0.0;0.010500192642211914;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.76;0.76;0.0;2795;0.8045977011494253;0.8045977011494253;0.0;2952;0.8837209302325582;0.8837209302325582;0.0;3367;0.8172043010752689;0.8172043010752689;0.0;2982;MLPClassifier;;;;;;;logistic;(100, 80, 20);constant;500000;adam +19.519.610.404.968.200;0.0;0.009670019149780273;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.76;0.76;0.0;2795;0.8045977011494253;0.8045977011494253;0.0;2952;0.8837209302325582;0.8837209302325582;0.0;3367;0.8172043010752689;0.8172043010752689;0.0;2982;MLPClassifier;;;;;;;logistic;(100, 80, 20);adaptive;500000;adam +2.495.398.759.841.910;0.0;0.01126718521118164;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.76;0.76;0.0;2795;0.8045977011494253;0.8045977011494253;0.0;2952;0.8837209302325582;0.8837209302325582;0.0;3367;0.8172043010752689;0.8172043010752689;0.0;2982;MLPClassifier;;;;;;;logistic;(100, 80, 40);adaptive;500000;adam +28.071.038.722.991.900;0.0;0.009405851364135742;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.76;0.76;0.0;2795;0.8045977011494253;0.8045977011494253;0.0;2952;0.8837209302325582;0.8837209302325582;0.0;3367;0.8172043010752689;0.8172043010752689;0.0;2982;MLPClassifier;;;;;;;logistic;(100, 100, 40);constant;500000;adam +31.421.282.291.412.300;0.0;0.008160829544067383;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.76;0.76;0.0;2795;0.8045977011494253;0.8045977011494253;0.0;2952;0.8837209302325582;0.8837209302325582;0.0;3367;0.8172043010752689;0.8172043010752689;0.0;2982;MLPClassifier;;;;;;;relu;(60, 15);adaptive;500000;sgd +13.130.850.076.675.400;0.0;0.010035991668701172;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7049180327868853;0.7049180327868853;0.0;5209;0.7931034482758621;0.7931034482758621;0.0;3001;1.0;1.0;0.0;1;0.8269230769230769;0.8269230769230769;0.0;2963;MLPClassifier;;;;;;;logistic;(80, 100, 20);invscaling;500000;adam +0.34218406677246094;0.0;0.007702827453613281;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7192982456140351;0.7192982456140351;0.0;4855;0.7931034482758621;0.7931034482758621;0.0;3001;0.9534883720930233;0.9534883720930233;0.0;2739;0.8200000000000001;0.8200000000000001;0.0;2977;MLPClassifier;;;;;;;logistic;(30, 30);invscaling;500000;lbfgs +0.8372848033905029;0.0;0.008574962615966797;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7192982456140351;0.7192982456140351;0.0;4855;0.7931034482758621;0.7931034482758621;0.0;3001;0.9534883720930233;0.9534883720930233;0.0;2739;0.8200000000000001;0.8200000000000001;0.0;2977;MLPClassifier;;;;;;;logistic;(45, 15);adaptive;500000;lbfgs +11.062.636.375.427.200;0.0;0.009131193161010742;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7192982456140351;0.7192982456140351;0.0;4855;0.7931034482758621;0.7931034482758621;0.0;3001;0.9534883720930233;0.9534883720930233;0.0;2739;0.8200000000000001;0.8200000000000001;0.0;2977;MLPClassifier;;;;;;;logistic;(80, 40, 60);invscaling;500000;lbfgs +5.206.041.097.640.990;0.0;0.00821995735168457;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7192982456140351;0.7192982456140351;0.0;4855;0.7931034482758621;0.7931034482758621;0.0;3001;0.9534883720930233;0.9534883720930233;0.0;2739;0.8200000000000001;0.8200000000000001;0.0;2977;MLPClassifier;;;;;;;relu;(45, 45);adaptive;500000;sgd +7.798.753.023.147.580;0.0;0.009479045867919922;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7192982456140351;0.7192982456140351;0.0;4855;0.7931034482758621;0.7931034482758621;0.0;3001;0.9534883720930233;0.9534883720930233;0.0;2739;0.8200000000000001;0.8200000000000001;0.0;2977;MLPClassifier;;;;;;;relu;(20, 60, 60);constant;500000;sgd +26.720.399.856.567.300;0.0;0.00845789909362793;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.7931034482758621;0.7931034482758621;0.0;3001;0.9302325581395349;0.9302325581395349;0.0;3215;0.8163265306122448;0.8163265306122448;0.0;3007;MLPClassifier;;;;;;;relu;(45, 15);constant;500000;sgd +4.762.563.943.862.910;0.0;0.01087188720703125;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.7931034482758621;0.7931034482758621;0.0;3001;0.9302325581395349;0.9302325581395349;0.0;3215;0.8163265306122448;0.8163265306122448;0.0;3007;MLPClassifier;;;;;;;relu;(75, 30);constant;500000;sgd +445.868.706.703.186;0.0;0.012967824935913086;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.7931034482758621;0.7931034482758621;0.0;3001;0.9302325581395349;0.9302325581395349;0.0;3215;0.8163265306122448;0.8163265306122448;0.0;3007;MLPClassifier;;;;;;;relu;(75, 45);constant;500000;sgd +40.691.821.575.164.700;0.0;0.012523889541625977;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.7931034482758621;0.7931034482758621;0.0;3001;0.9302325581395349;0.9302325581395349;0.0;3215;0.8163265306122448;0.8163265306122448;0.0;3007;MLPClassifier;;;;;;;relu;(90, 15);adaptive;500000;sgd +58.279.218.673.706.000;0.0;0.008870124816894531;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.7931034482758621;0.7931034482758621;0.0;3001;0.9302325581395349;0.9302325581395349;0.0;3215;0.8163265306122448;0.8163265306122448;0.0;3007;MLPClassifier;;;;;;;relu;(20, 80, 80);adaptive;500000;sgd +0.37428879737854004;0.0;0.007529020309448242;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7358490566037735;0.7358490566037735;0.0;3673;0.7931034482758621;0.7931034482758621;0.0;3001;0.9069767441860465;0.9069767441860465;0.0;3336;0.8124999999999999;0.8124999999999999;0.0;3013;MLPClassifier;;;;;;;logistic;(15, 45);adaptive;500000;lbfgs +18.639.180.660.247.800;0.0;0.0070230960845947266;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7358490566037735;0.7358490566037735;0.0;3673;0.7931034482758621;0.7931034482758621;0.0;3001;0.9069767441860465;0.9069767441860465;0.0;3336;0.8124999999999999;0.8124999999999999;0.0;3013;MLPClassifier;;;;;;;relu;(15, 15);constant;500000;sgd +4.820.691.108.703.610;0.0;0.009246826171875;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7358490566037735;0.7358490566037735;0.0;3673;0.7931034482758621;0.7931034482758621;0.0;3001;0.9069767441860465;0.9069767441860465;0.0;3336;0.8124999999999999;0.8124999999999999;0.0;3013;MLPClassifier;;;;;;;relu;(90, 45);constant;500000;sgd +0.4308900833129883;0.0;0.0095367431640625;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;identity;(20, 20, 100);invscaling;500000;adam +0.4566950798034668;0.0;0.011042118072509766;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;identity;(20, 100, 60);adaptive;500000;adam +0.5200800895690918;0.0;0.00894784927368164;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;identity;(60, 20, 20);adaptive;500000;adam +0.36540699005126953;0.0;0.010118961334228516;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;identity;(60, 20, 80);invscaling;500000;adam +0.3862299919128418;0.0;0.011016845703125;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;identity;(100, 60, 20);adaptive;500000;adam +0.5367488861083984;0.0;0.010300159454345703;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;identity;(100, 80, 40);invscaling;500000;adam +0.5913281440734863;0.0;0.012056112289428711;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;identity;(100, 100, 20);invscaling;500000;adam +0.8749959468841553;0.0;0.013046979904174805;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;identity;(100, 100, 80);invscaling;500000;adam +14.248.700.141.906.700;0.0;0.013713836669921875;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(45, 15);constant;500000;adam +15.309.240.818.023.600;0.0;0.008227825164794922;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(45, 15);adaptive;500000;adam +20.022.318.363.189.600;0.0;0.013466119766235352;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(90, 15);constant;500000;adam +3.527.179.002.761.840;0.0;0.009078025817871094;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(20, 20, 80);constant;500000;adam +22.611.188.888.549.800;0.0;0.00861501693725586;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(20, 20, 100);constant;500000;adam +2.022.991.180.419.920;0.0;0.009403705596923828;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(20, 20, 100);adaptive;500000;adam +15.580.260.753.631.500;0.0;0.010868072509765625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(20, 40, 20);adaptive;500000;adam +2.257.627.010.345.450;0.0;0.009746789932250977;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(20, 40, 100);constant;500000;adam +19.895.589.351.654.000;0.0;0.010177135467529297;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(20, 60, 20);constant;500000;adam +16.818.201.541.900.600;0.0;0.011928796768188477;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(20, 60, 20);adaptive;500000;adam +21.930.949.687.957.700;0.0;0.00860595703125;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(20, 60, 60);invscaling;500000;adam +2.510.094.165.802.000;0.0;0.008836030960083008;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(20, 60, 100);adaptive;500000;adam +29.834.177.494.049.000;0.0;0.00879216194152832;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(20, 80, 80);adaptive;500000;adam +19.203.581.809.997.500;0.0;0.010875940322875977;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(20, 100, 20);invscaling;500000;adam +2.699.946.165.084.830;0.0;0.009350776672363281;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(20, 100, 60);constant;500000;adam +12.947.051.525.115.900;0.0;0.014487981796264648;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(40, 20, 20);constant;500000;adam +16.163.058.280.944.800;0.0;0.014761924743652344;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(40, 20, 20);invscaling;500000;adam +15.470.240.116.119.300;0.0;0.009588003158569336;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(40, 20, 60);constant;500000;adam +1.801.609.992.980.950;0.0;0.008514881134033203;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(40, 20, 80);constant;500000;adam +16.322.617.530.822.700;0.0;0.008327245712280273;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(40, 40, 40);constant;500000;adam +1.550.631.046.295.160;0.0;0.010525941848754883;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(40, 40, 40);adaptive;500000;adam +20.538.759.231.567.300;0.0;0.009786128997802734;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(40, 100, 20);invscaling;500000;adam +21.350.157.260.894.700;0.0;0.009028196334838867;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(40, 100, 40);invscaling;500000;adam +13.923.640.251.159.600;0.0;0.00949406623840332;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(60, 20, 40);invscaling;500000;adam +14.152.708.053.588.800;0.0;0.00877690315246582;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(60, 20, 40);adaptive;500000;adam +14.709.827.899.932.800;0.0;0.008610248565673828;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(60, 20, 60);constant;500000;adam +21.850.318.908.691.400;0.0;0.009737968444824219;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(60, 80, 60);invscaling;500000;adam +25.030.529.499.053.900;0.0;0.009681940078735352;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(60, 100, 60);invscaling;500000;adam +15.702.338.218.688.900;0.0;0.009535074234008789;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(80, 20, 60);adaptive;500000;adam +1.826.249.122.619.620;0.0;0.009475946426391602;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(80, 80, 40);invscaling;500000;adam +27.349.119.186.401.300;0.0;0.01141810417175293;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(80, 80, 100);constant;500000;adam +20.434.670.448.303.200;0.0;0.010310888290405273;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(80, 100, 40);constant;500000;adam +18.256.299.495.697.000;0.0;0.00977778434753418;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;logistic;(100, 40, 80);adaptive;500000;adam +2.640.878.200.531.000;0.0;0.008352041244506836;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7450980392156863;0.7450980392156863;0.0;3166;0.7931034482758621;0.7931034482758621;0.0;3001;0.8837209302325582;0.8837209302325582;0.0;3367;0.8085106382978724;0.8085106382978724;0.0;3018;MLPClassifier;;;;;;;relu;(20, 20, 40);adaptive;500000;sgd +0.38510799407958984;0.0;0.006206035614013672;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7551020408163265;0.7551020408163265;0.0;2906;0.7931034482758621;0.7931034482758621;0.0;3001;0.8604651162790697;0.8604651162790697;0.0;3618;0.8043478260869564;0.8043478260869564;0.0;3064;MLPClassifier;;;;;;;identity;(100, 80, 40);adaptive;500000;adam +0.5371377468109131;0.0;0.009325027465820312;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7659574468085106;0.7659574468085106;0.0;2635;0.7931034482758621;0.7931034482758621;0.0;3001;0.8372093023255814;0.8372093023255814;0.0;3657;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;identity;(75, 60);invscaling;500000;adam +0.37313413619995117;0.0;0.008993864059448242;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7659574468085106;0.7659574468085106;0.0;2635;0.7931034482758621;0.7931034482758621;0.0;3001;0.8372093023255814;0.8372093023255814;0.0;3657;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;identity;(40, 40, 40);invscaling;500000;adam +63.744.072.914.123.500;0.0;0.012223958969116211;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7;0.7;0.0;5308;0.7816091954022989;0.7816091954022989;0.0;3060;0.9767441860465116;0.9767441860465116;0.0;1284;0.8155339805825242;0.8155339805825242;0.0;3012;MLPClassifier;;;;;;;relu;(20, 80, 100);constant;500000;sgd +2.187.652.111.053.460;0.0;0.0087738037109375;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7068965517241379;0.7068965517241379;0.0;5201;0.7816091954022989;0.7816091954022989;0.0;3060;0.9534883720930233;0.9534883720930233;0.0;2739;0.8118811881188119;0.8118811881188119;0.0;3016;MLPClassifier;;;;;;;logistic;(20, 60, 40);constant;500000;lbfgs +11.372.411.251.068.100;0.0;0.008906126022338867;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7068965517241379;0.7068965517241379;0.0;5201;0.7816091954022989;0.7816091954022989;0.0;3060;0.9534883720930233;0.9534883720930233;0.0;2739;0.8118811881188119;0.8118811881188119;0.0;3016;MLPClassifier;;;;;;;logistic;(80, 20, 40);constant;500000;lbfgs +16.602.518.558.502.100;0.0;0.0073239803314208984;0.0;{'activation': 'relu', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7816091954022989;0.7816091954022989;0.0;3060;0.9302325581395349;0.9302325581395349;0.0;3215;0.8080808080808081;0.8080808080808081;0.0;3060;MLPClassifier;;;;;;;relu;10;constant;500000;adam +6.370.473.146.438.590;0.0;0.008472919464111328;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7816091954022989;0.7816091954022989;0.0;3060;0.9302325581395349;0.9302325581395349;0.0;3215;0.8080808080808081;0.8080808080808081;0.0;3060;MLPClassifier;;;;;;;relu;(90, 90);adaptive;500000;sgd +13.312.650.680.541.900;0.0;0.009701251983642578;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7816091954022989;0.7816091954022989;0.0;3060;0.9302325581395349;0.9302325581395349;0.0;3215;0.8080808080808081;0.8080808080808081;0.0;3060;MLPClassifier;;;;;;;relu;(40, 60, 20);constant;500000;sgd +5.638.817.071.914.670;0.0;0.004454135894775391;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7222222222222222;0.7222222222222222;0.0;4712;0.7816091954022989;0.7816091954022989;0.0;3060;0.9069767441860465;0.9069767441860465;0.0;3336;0.8041237113402061;0.8041237113402061;0.0;3065;MLPClassifier;;;;;;;tanh;(20, 20, 40);adaptive;500000;sgd +5.272.600.889.205.930;0.0;0.008812189102172852;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7222222222222222;0.7222222222222222;0.0;4712;0.7816091954022989;0.7816091954022989;0.0;3060;0.9069767441860465;0.9069767441860465;0.0;3336;0.8041237113402061;0.8041237113402061;0.0;3065;MLPClassifier;;;;;;;relu;(60, 30);adaptive;500000;sgd +6.079.612.970.352.170;0.0;0.00802302360534668;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7222222222222222;0.7222222222222222;0.0;4712;0.7816091954022989;0.7816091954022989;0.0;3060;0.9069767441860465;0.9069767441860465;0.0;3336;0.8041237113402061;0.8041237113402061;0.0;3065;MLPClassifier;;;;;;;relu;(90, 60);adaptive;500000;sgd +0.36273884773254395;0.0;0.00816202163696289;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;identity;(45, 45);constant;500000;adam +0.516899824142456;0.0;0.011688947677612305;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;identity;(20, 40, 100);adaptive;500000;adam +0.5594768524169922;0.0;0.013342142105102539;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;identity;(20, 100, 100);constant;500000;adam +0.4877817630767822;0.0;0.00976419448852539;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;identity;(60, 60, 20);invscaling;500000;adam +0.578955888748169;0.0;0.009917020797729492;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;identity;(60, 100, 60);invscaling;500000;adam +0.5589251518249512;0.0;0.011047840118408203;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;identity;(80, 20, 80);invscaling;500000;adam +2.211.069.107.055.660;0.0;0.009943008422851562;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(90, 15);adaptive;500000;adam +16.759.610.176.086.400;0.0;0.009388923645019531;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(20, 20, 20);constant;500000;adam +203.206.205.368.042;0.0;0.009649038314819336;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(20, 20, 20);adaptive;500000;adam +184.932.279.586.792;0.0;0.010270357131958008;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(20, 20, 40);adaptive;500000;adam +15.837.199.687.957.700;0.0;0.008476972579956055;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(20, 40, 20);constant;500000;adam +1.508.146.047.592.160;0.0;0.009013891220092773;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(20, 40, 20);invscaling;500000;adam +2.051.805.257.797.240;0.0;0.010313034057617188;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(20, 40, 40);constant;500000;adam +17.647.900.581.359.800;0.0;0.0148468017578125;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(20, 80, 20);constant;500000;adam +1.840.376.853.942.870;0.0;0.009018182754516602;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(20, 80, 20);adaptive;500000;adam +22.300.209.999.084.400;0.0;0.009086847305297852;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(20, 80, 40);invscaling;500000;adam +19.800.100.326.538.000;0.0;0.008575916290283203;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(20, 100, 20);constant;500000;adam +224.897.837.638.855;0.0;0.009721755981445312;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(20, 100, 40);constant;500000;adam +1.608.422.040.939.330;0.0;0.00805974006652832;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(40, 20, 40);invscaling;500000;adam +15.325.250.625.610.300;0.0;0.018668651580810547;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(40, 20, 60);invscaling;500000;adam +17.263.448.238.372.800;0.0;0.008541107177734375;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(40, 20, 100);constant;500000;adam +17.621.288.299.560.500;0.0;0.00817418098449707;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(40, 20, 100);adaptive;500000;adam +1.920.565.128.326.410;0.0;0.011603116989135742;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(40, 40, 60);invscaling;500000;adam +21.126.909.255.981.400;0.0;0.009448051452636719;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(40, 40, 80);invscaling;500000;adam +2.136.550.188.064.570;0.0;0.011118888854980469;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(40, 60, 20);constant;500000;adam +19.603.667.259.216.300;0.0;0.008956193923950195;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(40, 60, 60);adaptive;500000;adam +2.016.187.906.265.250;0.0;0.009566068649291992;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(40, 80, 40);constant;500000;adam +2.187.854.051.589.960;0.0;0.009544134140014648;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(40, 80, 60);invscaling;500000;adam +19.349.610.805.511.400;0.0;0.009250879287719727;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(40, 100, 20);adaptive;500000;adam +2.321.715.831.756.590;0.0;0.009249210357666016;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(40, 100, 40);constant;500000;adam +27.219.557.762.145.900;0.0;0.010082006454467773;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(40, 100, 80);constant;500000;adam +2.726.627.826.690.670;0.0;0.008898258209228516;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(40, 100, 80);adaptive;500000;adam +1.424.083.948.135.370;0.0;0.008776187896728516;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(60, 20, 20);constant;500000;adam +14.560.120.105.743.400;0.0;0.008858203887939453;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(60, 20, 20);invscaling;500000;adam +1.509.892.225.265.500;0.0;0.008443832397460938;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(60, 20, 60);invscaling;500000;adam +16.285.321.712.493.800;0.0;0.008331060409545898;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(60, 20, 60);adaptive;500000;adam +2.038.222.074.508.660;0.0;0.010247945785522461;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(60, 20, 100);adaptive;500000;adam +15.385.351.181.030.200;0.0;0.008291959762573242;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(60, 40, 40);constant;500000;adam +17.434.160.709.381.100;0.0;0.009078025817871094;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(60, 40, 40);invscaling;500000;adam +1.793.976.068.496.700;0.0;0.011237859725952148;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(60, 40, 60);constant;500000;adam +18.515.050.411.224.300;0.0;0.008931875228881836;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(60, 40, 60);adaptive;500000;adam +17.593.610.286.712.600;0.0;0.010258913040161133;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(60, 40, 80);constant;500000;adam +18.390.519.618.988.000;0.0;0.009071111679077148;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(60, 60, 20);constant;500000;adam +22.297.122.478.485.100;0.0;0.00945901870727539;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(60, 60, 100);invscaling;500000;adam +229.897.403.717.041;0.0;0.009263038635253906;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(60, 60, 100);adaptive;500000;adam +19.167.060.852.050.700;0.0;0.009440898895263672;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(60, 80, 20);invscaling;500000;adam +20.192.320.346.832.200;0.0;0.008665084838867188;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(60, 80, 20);adaptive;500000;adam +19.636.061.191.558.800;0.0;0.010505914688110352;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(60, 80, 40);adaptive;500000;adam +21.024.999.618.530.200;0.0;0.013278007507324219;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(60, 80, 80);constant;500000;adam +1.686.894.178.390.500;0.0;0.010190963745117188;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(80, 20, 20);constant;500000;adam +1.683.182.954.788.200;0.0;0.009310007095336914;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(80, 20, 20);invscaling;500000;adam +15.932.271.480.560.300;0.0;0.00886392593383789;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(80, 20, 20);adaptive;500000;adam +19.209.880.828.857.400;0.0;0.008960962295532227;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(80, 20, 100);constant;500000;adam +20.129.148.960.113.500;0.0;0.0092010498046875;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(80, 20, 100);invscaling;500000;adam +2.127.619.981.765.740;0.0;0.008584976196289062;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(80, 20, 100);adaptive;500000;adam +17.382.609.844.207.700;0.0;0.009319305419921875;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(80, 40, 60);adaptive;500000;adam +2.003.113.269.805.900;0.0;0.011162757873535156;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(80, 40, 80);invscaling;500000;adam +2.003.013.849.258.420;0.0;0.009276151657104492;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(80, 60, 40);adaptive;500000;adam +19.666.881.561.279.200;0.0;0.01098179817199707;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(80, 60, 60);constant;500000;adam +19.632.389.545.440.600;0.0;0.009463071823120117;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(80, 60, 80);constant;500000;adam +21.374.101.638.793.900;0.0;0.009432077407836914;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(80, 60, 80);invscaling;500000;adam +22.750.587.463.378.900;0.0;0.009580135345458984;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(80, 60, 100);invscaling;500000;adam +2.424.814.224.243.160;0.0;0.008981943130493164;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(80, 60, 100);adaptive;500000;adam +23.821.358.680.725.000;0.0;0.009430170059204102;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(80, 80, 40);constant;500000;adam +2.038.228.988.647.460;0.0;0.010728120803833008;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(80, 80, 60);adaptive;500000;adam +27.204.551.696.777.300;0.0;0.009992122650146484;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(80, 100, 80);constant;500000;adam +31.925.899.982.452.300;0.0;0.01234292984008789;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(80, 100, 100);constant;500000;adam +17.079.987.525.939.900;0.0;0.010530233383178711;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(100, 20, 40);adaptive;500000;adam +17.155.630.588.531.400;0.0;0.010960817337036133;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(100, 20, 100);constant;500000;adam +16.439.690.589.904.700;0.0;0.010677099227905273;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(100, 40, 20);constant;500000;adam +19.008.941.650.390.600;0.0;0.009076833724975586;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(100, 40, 60);invscaling;500000;adam +19.364.337.921.142.500;0.0;0.009139299392700195;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(100, 40, 80);invscaling;500000;adam +20.251.317.024.230.900;0.0;0.00983119010925293;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(100, 40, 100);constant;500000;adam +1.901.663.064.956.660;0.0;0.00960087776184082;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(100, 40, 100);invscaling;500000;adam +19.840.171.337.127.600;0.0;0.008997917175292969;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(100, 60, 20);invscaling;500000;adam +21.364.729.404.449.400;0.0;0.009520292282104492;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(100, 60, 40);constant;500000;adam +19.765.682.220.458.900;0.0;0.010371923446655273;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(100, 60, 60);constant;500000;adam +20.561.470.985.412.500;0.0;0.009599924087524414;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(100, 60, 60);invscaling;500000;adam +20.414.857.864.379.800;0.0;0.009613990783691406;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(100, 60, 80);constant;500000;adam +2.030.303.955.078.120;0.0;0.0096282958984375;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(100, 80, 40);constant;500000;adam +22.776.291.370.391.800;0.0;0.009612083435058594;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(100, 80, 40);invscaling;500000;adam +25.791.821.479.797.300;0.0;0.013520956039428711;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(100, 80, 60);invscaling;500000;adam +37.139.501.571.655.200;0.0;0.011837959289550781;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(100, 80, 80);constant;500000;adam +3.363.767.147.064.200;0.0;0.011563777923583984;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(100, 80, 100);constant;500000;adam +2.930.877.923.965.450;0.0;0.010004281997680664;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(100, 80, 100);adaptive;500000;adam +256.294.584.274.292;0.0;0.010359048843383789;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(100, 100, 20);constant;500000;adam +2.542.965.888.977.050;0.0;0.00924992561340332;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(100, 100, 20);invscaling;500000;adam +25.539.021.492.004.300;0.0;0.00997471809387207;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(100, 100, 20);adaptive;500000;adam +26.572.251.319.885.200;0.0;0.00950002670288086;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(100, 100, 80);invscaling;500000;adam +28.098.948.001.861.500;0.0;0.010833263397216797;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(100, 100, 80);adaptive;500000;adam +26.377.227.306.365.900;0.0;0.00799417495727539;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(100, 100, 100);adaptive;500000;adam +10.857.250.690.460.200;0.0;0.011454105377197266;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;tanh;5;adaptive;500000;adam +3.462.923.049.926.750;0.0;0.00879216194152832;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;tanh;(40, 40, 60);constant;500000;sgd +2.949.735.164.642.330;0.0;0.012394905090332031;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;tanh;(60, 40, 60);adaptive;500000;sgd +26.434.860.229.492.100;0.0;0.012866020202636719;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;tanh;(60, 40, 100);constant;500000;sgd +4.072.218.179.702.750;0.0;0.009660005569458008;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;tanh;(80, 60, 80);adaptive;500000;sgd +27.916.316.986.083.900;0.0;0.010307073593139648;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;tanh;(80, 80, 20);constant;500000;sgd +3.365.701.913.833.610;0.0;0.008208036422729492;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;relu;(45, 60);adaptive;500000;sgd +33.310.649.394.989.000;0.0;0.010881900787353516;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;relu;(60, 60);adaptive;500000;sgd +6.068.721.055.984.490;0.0;0.008029937744140625;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;relu;(60, 75);adaptive;500000;sgd +446.219.801.902.771;0.0;0.00954294204711914;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;relu;(75, 15);constant;500000;sgd +37.766.618.728.637.600;0.0;0.00836038589477539;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;relu;(90, 15);constant;500000;sgd +5.883.779.048.919.670;0.0;0.008903980255126953;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7307692307692307;0.7307692307692307;0.0;3896;0.7816091954022989;0.7816091954022989;0.0;3060;0.8837209302325582;0.8837209302325582;0.0;3367;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;relu;(90, 60);constant;500000;sgd +0.5456559658050537;0.0;0.011512994766235352;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.74;0.74;0.0;3440;0.7816091954022989;0.7816091954022989;0.0;3060;0.8604651162790697;0.8604651162790697;0.0;3618;0.7956989247311828;0.7956989247311828;0.0;3178;MLPClassifier;;;;;;;identity;(40, 20, 100);invscaling;500000;adam +11.024.019.718.170.100;0.0;0.008271932601928711;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.74;0.74;0.0;3440;0.7816091954022989;0.7816091954022989;0.0;3060;0.8604651162790697;0.8604651162790697;0.0;3618;0.7956989247311828;0.7956989247311828;0.0;3178;MLPClassifier;;;;;;;tanh;(20, 20, 80);adaptive;500000;sgd +2.821.477.174.758.910;0.0;0.00966501235961914;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.74;0.74;0.0;3440;0.7816091954022989;0.7816091954022989;0.0;3060;0.8604651162790697;0.8604651162790697;0.0;3618;0.7956989247311828;0.7956989247311828;0.0;3178;MLPClassifier;;;;;;;tanh;(40, 40, 20);adaptive;500000;sgd +18.907.039.165.496.800;0.0;0.01275491714477539;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.74;0.74;0.0;3440;0.7816091954022989;0.7816091954022989;0.0;3060;0.8604651162790697;0.8604651162790697;0.0;3618;0.7956989247311828;0.7956989247311828;0.0;3178;MLPClassifier;;;;;;;tanh;(40, 60, 40);constant;500000;sgd +0.8879778385162354;0.0;0.016458988189697266;0.0;{'activation': 'relu', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.74;0.74;0.0;3440;0.7816091954022989;0.7816091954022989;0.0;3060;0.8604651162790697;0.8604651162790697;0.0;3618;0.7956989247311828;0.7956989247311828;0.0;3178;MLPClassifier;;;;;;;relu;5;invscaling;500000;adam +345.556.902.885.437;0.0;0.013796806335449219;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.74;0.74;0.0;3440;0.7816091954022989;0.7816091954022989;0.0;3060;0.8604651162790697;0.8604651162790697;0.0;3618;0.7956989247311828;0.7956989247311828;0.0;3178;MLPClassifier;;;;;;;relu;(30, 60);adaptive;500000;sgd +3.551.949.977.874.750;0.0;0.011503219604492188;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.74;0.74;0.0;3440;0.7816091954022989;0.7816091954022989;0.0;3060;0.8604651162790697;0.8604651162790697;0.0;3618;0.7956989247311828;0.7956989247311828;0.0;3178;MLPClassifier;;;;;;;relu;(45, 45);constant;500000;sgd +33.596.038.818.359.300;0.0;0.007787942886352539;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.74;0.74;0.0;3440;0.7816091954022989;0.7816091954022989;0.0;3060;0.8604651162790697;0.8604651162790697;0.0;3618;0.7956989247311828;0.7956989247311828;0.0;3178;MLPClassifier;;;;;;;relu;(45, 75);adaptive;500000;sgd +0.3006429672241211;0.0;0.01102900505065918;0.0;{'activation': 'identity', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;45;invscaling;500000;adam +0.47008490562438965;0.0;0.009779930114746094;0.0;{'activation': 'identity', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;60;invscaling;500000;adam +0.5183420181274414;0.0;0.005590915679931641;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(30, 45);constant;500000;adam +0.5331528186798096;0.0;0.01778721809387207;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(30, 75);invscaling;500000;adam +0.27950191497802734;0.0;0.009398937225341797;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(75, 15);adaptive;500000;adam +0.36986279487609863;0.0;0.010473966598510742;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(75, 30);adaptive;500000;adam +0.5485389232635498;0.0;0.010545015335083008;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(20, 20, 20);invscaling;500000;adam +0.45057201385498047;0.0;0.010135173797607422;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(20, 20, 60);adaptive;500000;adam +0.548598051071167;0.0;0.01029205322265625;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(20, 40, 80);constant;500000;adam +0.4890589714050293;0.0;0.011219024658203125;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(20, 40, 80);invscaling;500000;adam +0.5506432056427002;0.0;0.009194135665893555;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(20, 40, 100);constant;500000;adam +0.3232848644256592;0.0;0.014575004577636719;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(20, 60, 20);adaptive;500000;adam +0.47094202041625977;0.0;0.012155771255493164;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(20, 60, 40);invscaling;500000;adam +0.5895090103149414;0.0;0.01098012924194336;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(20, 60, 100);constant;500000;adam +0.37949180603027344;0.0;0.011110305786132812;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(20, 80, 60);invscaling;500000;adam +0.6075320243835449;0.0;0.010108232498168945;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(20, 80, 100);invscaling;500000;adam +0.5357499122619629;0.0;0.016819238662719727;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(20, 100, 40);adaptive;500000;adam +0.8407578468322754;0.0;0.009788036346435547;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(20, 100, 80);invscaling;500000;adam +0.5575592517852783;0.0;0.008434772491455078;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(40, 20, 20);adaptive;500000;adam +0.4449639320373535;0.0;0.009824037551879883;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(40, 20, 40);constant;500000;adam +0.4084138870239258;0.0;0.00912785530090332;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(40, 40, 40);constant;500000;adam +0.3802781105041504;0.0;0.011845827102661133;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(40, 40, 40);adaptive;500000;adam +0.487713098526001;0.0;0.013936996459960938;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(40, 40, 100);constant;500000;adam +0.41996002197265625;0.0;0.011549949645996094;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(40, 60, 60);adaptive;500000;adam +0.42888784408569336;0.0;0.010222196578979492;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(60, 20, 20);constant;500000;adam +0.4265871047973633;0.0;0.009266138076782227;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(60, 40, 40);constant;500000;adam +0.3611171245574951;0.0;0.012564897537231445;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(60, 60, 40);constant;500000;adam +0.4649231433868408;0.0;0.00958108901977539;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(60, 60, 60);adaptive;500000;adam +0.4324920177459717;0.0;0.012340068817138672;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(60, 80, 60);constant;500000;adam +0.5451948642730713;0.0;0.009966850280761719;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(60, 80, 100);invscaling;500000;adam +0.6397800445556641;0.0;0.009883880615234375;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(60, 100, 40);adaptive;500000;adam +0.5853538513183594;0.0;0.01094508171081543;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(60, 100, 80);adaptive;500000;adam +0.41971588134765625;0.0;0.00890207290649414;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(80, 20, 60);constant;500000;adam +0.4519808292388916;0.0;0.009900093078613281;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(80, 20, 60);invscaling;500000;adam +0.3153090476989746;0.0;0.010102033615112305;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(80, 20, 80);adaptive;500000;adam +0.41890788078308105;0.0;0.013012886047363281;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(80, 40, 40);invscaling;500000;adam +0.4844050407409668;0.0;0.010962247848510742;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(80, 60, 40);constant;500000;adam +0.4397847652435303;0.0;0.009259223937988281;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(80, 80, 20);constant;500000;adam +0.5846781730651855;0.0;0.012418746948242188;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(80, 80, 20);adaptive;500000;adam +0.5761187076568604;0.0;0.010550975799560547;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(80, 80, 100);invscaling;500000;adam +0.6755940914154053;0.0;0.015590190887451172;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(80, 100, 60);constant;500000;adam +0.6761729717254639;0.0;0.012989997863769531;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(80, 100, 100);constant;500000;adam +0.40349602699279785;0.0;0.009097099304199219;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(100, 20, 40);invscaling;500000;adam +0.5130388736724854;0.0;0.00987696647644043;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(100, 40, 40);constant;500000;adam +0.5216388702392578;0.0;0.012484073638916016;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(100, 60, 20);invscaling;500000;adam +0.5531399250030518;0.0;0.01029205322265625;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(100, 60, 60);adaptive;500000;adam +0.5997939109802246;0.0;0.01236104965209961;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(100, 80, 60);adaptive;500000;adam +0.5311648845672607;0.0;0.010163068771362305;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(100, 100, 60);adaptive;500000;adam +0.7310512065887451;0.0;0.013111591339111328;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(100, 100, 80);constant;500000;adam +0.5334818363189697;0.0;0.010114908218383789;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;identity;(100, 100, 80);adaptive;500000;adam +15.588.510.036.468.500;0.0;0.010181188583374023;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(30, 45);constant;500000;adam +14.138.479.232.788.000;0.0;0.008857011795043945;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(60, 30);constant;500000;adam +16.891.326.904.296.800;0.0;0.009000301361083984;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(60, 30);invscaling;500000;adam +16.444.618.701.934.800;0.0;0.013245105743408203;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(90, 30);constant;500000;adam +18.703.899.383.544.900;0.0;0.009918212890625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(90, 30);invscaling;500000;adam +15.752.201.080.322.200;0.0;0.009328126907348633;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(20, 20, 40);constant;500000;adam +1.799.262.285.232.540;0.0;0.012369871139526367;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(20, 20, 80);adaptive;500000;adam +20.395.519.733.428.900;0.0;0.01013803482055664;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(20, 20, 100);invscaling;500000;adam +18.433.361.053.466.700;0.0;0.009392976760864258;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(20, 40, 60);constant;500000;adam +22.093.801.498.413.000;0.0;0.008817911148071289;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(20, 40, 80);adaptive;500000;adam +25.642.311.573.028.500;0.0;0.011403083801269531;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(20, 40, 100);invscaling;500000;adam +17.879.490.852.355.900;0.0;0.008600950241088867;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(20, 60, 40);constant;500000;adam +3.153.261.184.692.380;0.0;0.008913755416870117;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(20, 80, 100);constant;500000;adam +24.774.158.000.946.000;0.0;0.008962154388427734;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(20, 100, 40);invscaling;500000;adam +2.359.076.976.776.120;0.0;0.009505033493041992;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(20, 100, 60);adaptive;500000;adam +28.306.360.244.750.900;0.0;0.009092092514038086;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(20, 100, 80);invscaling;500000;adam +25.063.300.132.751.400;0.0;0.009282827377319336;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(20, 100, 80);adaptive;500000;adam +3.923.427.104.949.950;0.0;0.013286828994750977;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(20, 100, 100);constant;500000;adam +38.768.820.762.634.200;0.0;0.011099100112915039;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(20, 100, 100);invscaling;500000;adam +29.757.630.825.042.700;0.0;0.008285045623779297;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(20, 100, 100);adaptive;500000;adam +14.716.589.450.836.100;0.0;0.008041143417358398;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(40, 20, 40);adaptive;500000;adam +15.936.298.370.361.300;0.0;0.010660171508789062;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(40, 20, 80);invscaling;500000;adam +15.369.179.248.809.800;0.0;0.010905742645263672;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(40, 20, 80);adaptive;500000;adam +132.948.899.269.104;0.0;0.009138107299804688;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(40, 40, 20);invscaling;500000;adam +1.663.370.132.446.280;0.0;0.008589982986450195;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(40, 40, 80);adaptive;500000;adam +17.426.068.782.806.300;0.0;0.008794069290161133;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(40, 40, 100);constant;500000;adam +1.944.681.167.602.530;0.0;0.012196063995361328;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(40, 40, 100);invscaling;500000;adam +19.120.209.217.071.500;0.0;0.009329080581665039;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(40, 40, 100);adaptive;500000;adam +1.823.678.970.336.910;0.0;0.008958101272583008;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(40, 60, 40);constant;500000;adam +19.691.832.065.582.200;0.0;0.011638641357421875;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(40, 60, 60);constant;500000;adam +20.065.441.131.591.700;0.0;0.009150981903076172;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(40, 60, 80);invscaling;500000;adam +19.949.040.412.902.800;0.0;0.008964061737060547;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(40, 80, 40);invscaling;500000;adam +18.164.420.127.868.600;0.0;0.009060144424438477;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(40, 80, 40);adaptive;500000;adam +16.131.088.733.673.000;0.0;0.010313987731933594;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(40, 80, 60);adaptive;500000;adam +19.995.830.059.051.500;0.0;0.010998964309692383;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(40, 80, 100);adaptive;500000;adam +27.157.657.146.453.800;0.0;0.010172367095947266;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(40, 100, 100);constant;500000;adam +17.146.217.823.028.500;0.0;0.010467290878295898;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(60, 40, 60);invscaling;500000;adam +19.865.930.080.413.800;0.0;0.008640050888061523;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(60, 40, 100);constant;500000;adam +20.286.669.731.140.100;0.0;0.009161949157714844;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(60, 60, 60);invscaling;500000;adam +17.951.009.273.529.000;0.0;0.010374784469604492;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(60, 60, 80);constant;500000;adam +201.761.794.090.271;0.0;0.00929713249206543;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(60, 60, 80);adaptive;500000;adam +25.739.259.719.848.600;0.0;0.009335994720458984;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(60, 80, 80);adaptive;500000;adam +20.340.511.798.858.600;0.0;0.011865854263305664;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(60, 100, 40);invscaling;500000;adam +15.195.960.998.535.100;0.0;0.008455991744995117;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(80, 20, 60);invscaling;500000;adam +1.456.590.175.628.660;0.0;0.008324861526489258;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(80, 20, 80);constant;500000;adam +16.237.199.306.488.000;0.0;0.009007692337036133;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(80, 20, 80);invscaling;500000;adam +16.717.429.161.071.700;0.0;0.009237051010131836;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(80, 40, 60);constant;500000;adam +21.803.462.505.340.500;0.0;0.008949995040893555;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(80, 60, 60);adaptive;500000;adam +16.425.280.570.983.800;0.0;0.008829832077026367;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(100, 20, 80);adaptive;500000;adam +15.014.359.951.019.200;0.0;0.008800983428955078;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(100, 40, 40);adaptive;500000;adam +15.138.261.318.206.700;0.0;0.009457826614379883;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(100, 40, 60);adaptive;500000;adam +18.755.810.260.772.700;0.0;0.010043859481811523;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(100, 60, 60);adaptive;500000;adam +2.107.820.987.701.410;0.0;0.009308338165283203;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(100, 60, 80);adaptive;500000;adam +27.570.109.367.370.600;0.0;0.03829622268676758;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;logistic;(100, 80, 60);constant;500000;adam +4.543.460.130.691.520;0.0;0.012769699096679688;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;tanh;(60, 60, 20);adaptive;500000;sgd +2.381.274.938.583.370;0.0;0.0074160099029541016;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;relu;(15, 45);adaptive;500000;sgd +4.301.488.876.342.770;0.0;0.008280038833618164;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.75;0.75;0.0;2954;0.7816091954022989;0.7816091954022989;0.0;3060;0.8372093023255814;0.8372093023255814;0.0;3657;0.7912087912087912;0.7912087912087912;0.0;3247;MLPClassifier;;;;;;;relu;(60, 90);constant;500000;sgd +0.46915388107299805;0.0;0.011055946350097656;0.0;{'activation': 'identity', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7608695652173914;0.7608695652173914;0.0;2769;0.7816091954022989;0.7816091954022989;0.0;3060;0.813953488372093;0.813953488372093;0.0;3937;0.7865168539325844;0.7865168539325844;0.0;3366;MLPClassifier;;;;;;;identity;25;invscaling;500000;adam +0.4865689277648926;0.0;0.00904226303100586;0.0;{'activation': 'identity', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7608695652173914;0.7608695652173914;0.0;2769;0.7816091954022989;0.7816091954022989;0.0;3060;0.813953488372093;0.813953488372093;0.0;3937;0.7865168539325844;0.7865168539325844;0.0;3366;MLPClassifier;;;;;;;identity;35;adaptive;500000;adam +0.3977179527282715;0.0;0.011004924774169922;0.0;{'activation': 'identity', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7608695652173914;0.7608695652173914;0.0;2769;0.7816091954022989;0.7816091954022989;0.0;3060;0.813953488372093;0.813953488372093;0.0;3937;0.7865168539325844;0.7865168539325844;0.0;3366;MLPClassifier;;;;;;;identity;90;adaptive;500000;adam +0.4339578151702881;0.0;0.00842905044555664;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7608695652173914;0.7608695652173914;0.0;2769;0.7816091954022989;0.7816091954022989;0.0;3060;0.813953488372093;0.813953488372093;0.0;3937;0.7865168539325844;0.7865168539325844;0.0;3366;MLPClassifier;;;;;;;identity;(15, 75);adaptive;500000;adam +0.4560868740081787;0.0;0.010849952697753906;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7608695652173914;0.7608695652173914;0.0;2769;0.7816091954022989;0.7816091954022989;0.0;3060;0.813953488372093;0.813953488372093;0.0;3937;0.7865168539325844;0.7865168539325844;0.0;3366;MLPClassifier;;;;;;;identity;(45, 15);invscaling;500000;adam +0.6021687984466553;0.0;0.008419275283813477;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7608695652173914;0.7608695652173914;0.0;2769;0.7816091954022989;0.7816091954022989;0.0;3060;0.813953488372093;0.813953488372093;0.0;3937;0.7865168539325844;0.7865168539325844;0.0;3366;MLPClassifier;;;;;;;identity;(45, 90);adaptive;500000;adam +0.4701240062713623;0.0;0.009232759475708008;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7608695652173914;0.7608695652173914;0.0;2769;0.7816091954022989;0.7816091954022989;0.0;3060;0.813953488372093;0.813953488372093;0.0;3937;0.7865168539325844;0.7865168539325844;0.0;3366;MLPClassifier;;;;;;;identity;(75, 60);adaptive;500000;adam +0.4834787845611572;0.0;0.013440132141113281;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7608695652173914;0.7608695652173914;0.0;2769;0.7816091954022989;0.7816091954022989;0.0;3060;0.813953488372093;0.813953488372093;0.0;3937;0.7865168539325844;0.7865168539325844;0.0;3366;MLPClassifier;;;;;;;identity;(20, 20, 100);adaptive;500000;adam +0.6110320091247559;0.0;0.009118080139160156;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7608695652173914;0.7608695652173914;0.0;2769;0.7816091954022989;0.7816091954022989;0.0;3060;0.813953488372093;0.813953488372093;0.0;3937;0.7865168539325844;0.7865168539325844;0.0;3366;MLPClassifier;;;;;;;identity;(20, 80, 20);constant;500000;adam +0.4432997703552246;0.0;0.011880874633789062;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7608695652173914;0.7608695652173914;0.0;2769;0.7816091954022989;0.7816091954022989;0.0;3060;0.813953488372093;0.813953488372093;0.0;3937;0.7865168539325844;0.7865168539325844;0.0;3366;MLPClassifier;;;;;;;identity;(40, 60, 40);constant;500000;adam +0.3818998336791992;0.0;0.01713395118713379;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7608695652173914;0.7608695652173914;0.0;2769;0.7816091954022989;0.7816091954022989;0.0;3060;0.813953488372093;0.813953488372093;0.0;3937;0.7865168539325844;0.7865168539325844;0.0;3366;MLPClassifier;;;;;;;identity;(40, 60, 40);adaptive;500000;adam +0.5070459842681885;0.0;0.008822917938232422;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7608695652173914;0.7608695652173914;0.0;2769;0.7816091954022989;0.7816091954022989;0.0;3060;0.813953488372093;0.813953488372093;0.0;3937;0.7865168539325844;0.7865168539325844;0.0;3366;MLPClassifier;;;;;;;identity;(60, 20, 100);constant;500000;adam +0.4695901870727539;0.0;0.009325981140136719;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7608695652173914;0.7608695652173914;0.0;2769;0.7816091954022989;0.7816091954022989;0.0;3060;0.813953488372093;0.813953488372093;0.0;3937;0.7865168539325844;0.7865168539325844;0.0;3366;MLPClassifier;;;;;;;identity;(60, 40, 20);adaptive;500000;adam +0.5184628963470459;0.0;0.011578083038330078;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7608695652173914;0.7608695652173914;0.0;2769;0.7816091954022989;0.7816091954022989;0.0;3060;0.813953488372093;0.813953488372093;0.0;3937;0.7865168539325844;0.7865168539325844;0.0;3366;MLPClassifier;;;;;;;identity;(60, 80, 40);constant;500000;adam +11.433.720.588.684.000;0.0;0.008977890014648438;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7608695652173914;0.7608695652173914;0.0;2769;0.7816091954022989;0.7816091954022989;0.0;3060;0.813953488372093;0.813953488372093;0.0;3937;0.7865168539325844;0.7865168539325844;0.0;3366;MLPClassifier;;;;;;;identity;(60, 80, 40);adaptive;500000;sgd +0.49243807792663574;0.0;0.009723901748657227;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7608695652173914;0.7608695652173914;0.0;2769;0.7816091954022989;0.7816091954022989;0.0;3060;0.813953488372093;0.813953488372093;0.0;3937;0.7865168539325844;0.7865168539325844;0.0;3366;MLPClassifier;;;;;;;identity;(60, 80, 80);invscaling;500000;adam +0.5234873294830322;0.0;0.009334087371826172;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7608695652173914;0.7608695652173914;0.0;2769;0.7816091954022989;0.7816091954022989;0.0;3060;0.813953488372093;0.813953488372093;0.0;3937;0.7865168539325844;0.7865168539325844;0.0;3366;MLPClassifier;;;;;;;identity;(60, 80, 80);adaptive;500000;adam +0.44820618629455566;0.0;0.009984016418457031;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7608695652173914;0.7608695652173914;0.0;2769;0.7816091954022989;0.7816091954022989;0.0;3060;0.813953488372093;0.813953488372093;0.0;3937;0.7865168539325844;0.7865168539325844;0.0;3366;MLPClassifier;;;;;;;identity;(60, 100, 60);constant;500000;adam +0.47591114044189453;0.0;0.01164388656616211;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7608695652173914;0.7608695652173914;0.0;2769;0.7816091954022989;0.7816091954022989;0.0;3060;0.813953488372093;0.813953488372093;0.0;3937;0.7865168539325844;0.7865168539325844;0.0;3366;MLPClassifier;;;;;;;identity;(80, 40, 20);adaptive;500000;adam +0.2989921569824219;0.0;0.012858152389526367;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7608695652173914;0.7608695652173914;0.0;2769;0.7816091954022989;0.7816091954022989;0.0;3060;0.813953488372093;0.813953488372093;0.0;3937;0.7865168539325844;0.7865168539325844;0.0;3366;MLPClassifier;;;;;;;identity;(80, 40, 80);invscaling;500000;adam +0.4667179584503174;0.0;0.009863138198852539;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7608695652173914;0.7608695652173914;0.0;2769;0.7816091954022989;0.7816091954022989;0.0;3060;0.813953488372093;0.813953488372093;0.0;3937;0.7865168539325844;0.7865168539325844;0.0;3366;MLPClassifier;;;;;;;identity;(80, 60, 80);constant;500000;adam +0.7676820755004883;0.0;0.014962911605834961;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7608695652173914;0.7608695652173914;0.0;2769;0.7816091954022989;0.7816091954022989;0.0;3060;0.813953488372093;0.813953488372093;0.0;3937;0.7865168539325844;0.7865168539325844;0.0;3366;MLPClassifier;;;;;;;identity;(80, 60, 100);adaptive;500000;adam +0.5101220607757568;0.0;0.013382196426391602;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7608695652173914;0.7608695652173914;0.0;2769;0.7816091954022989;0.7816091954022989;0.0;3060;0.813953488372093;0.813953488372093;0.0;3937;0.7865168539325844;0.7865168539325844;0.0;3366;MLPClassifier;;;;;;;identity;(80, 100, 80);constant;500000;adam +0.5351307392120361;0.0;0.0179901123046875;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7608695652173914;0.7608695652173914;0.0;2769;0.7816091954022989;0.7816091954022989;0.0;3060;0.813953488372093;0.813953488372093;0.0;3937;0.7865168539325844;0.7865168539325844;0.0;3366;MLPClassifier;;;;;;;identity;(100, 40, 60);constant;500000;adam +0.5888240337371826;0.0;0.009599924087524414;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7608695652173914;0.7608695652173914;0.0;2769;0.7816091954022989;0.7816091954022989;0.0;3060;0.813953488372093;0.813953488372093;0.0;3937;0.7865168539325844;0.7865168539325844;0.0;3366;MLPClassifier;;;;;;;identity;(100, 40, 80);adaptive;500000;adam +16.209.468.841.552.700;0.0;0.007580280303955078;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7608695652173914;0.7608695652173914;0.0;2769;0.7816091954022989;0.7816091954022989;0.0;3060;0.813953488372093;0.813953488372093;0.0;3937;0.7865168539325844;0.7865168539325844;0.0;3366;MLPClassifier;;;;;;;relu;(15, 15);adaptive;500000;sgd +0.7662091255187988;0.0;0.015358924865722656;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.6885245901639344;0.6885245901639344;0.0;5511;0.7701149425287356;0.7701149425287356;0.0;3313;0.9767441860465116;0.9767441860465116;0.0;1284;0.8076923076923077;0.8076923076923077;0.0;3063;MLPClassifier;;;;;;;logistic;(40, 60, 20);invscaling;500000;lbfgs +0.3689389228820801;0.0;0.016885995864868164;0.0;{'activation': 'relu', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.6949152542372882;0.6949152542372882;0.0;5433;0.7701149425287356;0.7701149425287356;0.0;3313;0.9534883720930233;0.9534883720930233;0.0;2739;0.803921568627451;0.803921568627451;0.0;3068;MLPClassifier;;;;;;;relu;5;invscaling;500000;lbfgs +1.651.115.894.317.620;0.0;0.008704185485839844;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7017543859649122;0.7017543859649122;0.0;5304;0.7701149425287356;0.7701149425287356;0.0;3313;0.9302325581395349;0.9302325581395349;0.0;3215;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;logistic;(20, 80, 20);invscaling;500000;lbfgs +22.951.197.624.206.500;0.0;0.007166147232055664;0.0;{'activation': 'relu', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7017543859649122;0.7017543859649122;0.0;5304;0.7701149425287356;0.7701149425287356;0.0;3313;0.9302325581395349;0.9302325581395349;0.0;3215;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;relu;10;invscaling;500000;adam +5.219.760.894.775.390;0.0;0.009032249450683594;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7017543859649122;0.7017543859649122;0.0;5304;0.7701149425287356;0.7701149425287356;0.0;3313;0.9302325581395349;0.9302325581395349;0.0;3215;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;relu;(75, 30);adaptive;500000;sgd +6.645.784.139.633.170;0.0;0.008445978164672852;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7017543859649122;0.7017543859649122;0.0;5304;0.7701149425287356;0.7701149425287356;0.0;3313;0.9302325581395349;0.9302325581395349;0.0;3215;0.8;0.8;0.0;3069;MLPClassifier;;;;;;;relu;(90, 45);adaptive;500000;sgd +0.6511619091033936;0.0;0.009649038314819336;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;identity;(20, 80, 80);invscaling;500000;adam +19.146.559.238.433.800;0.0;0.010354042053222656;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(20, 40, 40);adaptive;500000;adam +2.102.890.968.322.750;0.0;0.0087432861328125;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(20, 100, 20);adaptive;500000;adam +18.313.777.446.746.800;0.0;0.013242244720458984;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(40, 20, 20);adaptive;500000;adam +1.471.721.887.588.500;0.0;0.014739990234375;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(40, 40, 20);constant;500000;adam +1.387.793.779.373.160;0.0;0.007701396942138672;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(40, 40, 20);adaptive;500000;adam +16.013.548.374.176.000;0.0;0.008492231369018555;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(40, 40, 40);invscaling;500000;adam +16.611.261.367.797.800;0.0;0.011241912841796875;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(40, 60, 20);invscaling;500000;adam +2.216.643.810.272.210;0.0;0.009017229080200195;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(40, 60, 80);constant;500000;adam +2.021.898.031.234.740;0.0;0.010230064392089844;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(40, 100, 20);constant;500000;adam +15.392.436.981.201.100;0.0;0.009031295776367188;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(60, 20, 20);adaptive;500000;adam +1.626.150.131.225.580;0.0;0.010879993438720703;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(60, 20, 40);constant;500000;adam +18.341.448.307.037.300;0.0;0.008882999420166016;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(60, 20, 80);adaptive;500000;adam +17.763.018.608.093.200;0.0;0.008610248565673828;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(60, 40, 20);constant;500000;adam +12.949.533.462.524.400;0.0;0.008708715438842773;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(60, 40, 20);invscaling;500000;adam +19.724.838.733.673.000;0.0;0.00837087631225586;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(60, 40, 20);adaptive;500000;adam +2.037.583.112.716.670;0.0;0.008507966995239258;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(60, 40, 100);adaptive;500000;adam +17.475.459.575.653.000;0.0;0.011071920394897461;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(60, 60, 20);adaptive;500000;adam +16.796.479.225.158.600;0.0;0.008902788162231445;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(60, 60, 40);constant;500000;adam +22.095.279.693.603.500;0.0;0.00875401496887207;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(60, 80, 20);constant;500000;adam +2.388.353.109.359.740;0.0;0.011134862899780273;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(60, 100, 40);constant;500000;adam +15.795.660.018.920.800;0.0;0.009324789047241211;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(80, 20, 40);constant;500000;adam +18.440.251.350.402.800;0.0;0.008486032485961914;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(80, 20, 40);adaptive;500000;adam +15.628.039.836.883.500;0.0;0.010691642761230469;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(80, 20, 60);constant;500000;adam +16.641.359.329.223.600;0.0;0.009360790252685547;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(80, 40, 20);invscaling;500000;adam +18.854.100.704.193.100;0.0;0.008853912353515625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(80, 40, 20);adaptive;500000;adam +21.670.289.039.611.800;0.0;0.008500099182128906;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(80, 40, 40);constant;500000;adam +15.812.838.077.545.100;0.0;0.00876307487487793;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(80, 40, 40);invscaling;500000;adam +18.424.708.843.231.200;0.0;0.010171890258789062;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(80, 40, 60);invscaling;500000;adam +1.904.175.043.106.070;0.0;0.008790016174316406;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(80, 40, 80);adaptive;500000;adam +17.573.809.623.718.200;0.0;0.009131908416748047;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(80, 60, 20);constant;500000;adam +16.675.159.931.182.800;0.0;0.009058952331542969;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(80, 60, 20);invscaling;500000;adam +2.054.086.208.343.500;0.0;0.009266853332519531;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(80, 60, 20);adaptive;500000;adam +21.054.508.686.065.600;0.0;0.009547948837280273;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(80, 80, 20);constant;500000;adam +2.243.879.795.074.460;0.0;0.009432077407836914;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(80, 80, 20);invscaling;500000;adam +175.630.521.774.292;0.0;0.01240682601928711;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(80, 80, 20);adaptive;500000;adam +21.598.410.606.384.200;0.0;0.009505033493041992;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(80, 80, 60);constant;500000;adam +25.911.519.527.435.300;0.0;0.009791135787963867;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(80, 80, 80);constant;500000;adam +25.921.480.655.670.100;0.0;0.009196996688842773;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(80, 80, 80);adaptive;500000;adam +2.055.959.939.956.660;0.0;0.009691953659057617;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(80, 100, 20);constant;500000;adam +22.687.840.461.730.900;0.0;0.01199793815612793;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(80, 100, 20);adaptive;500000;adam +2.006.770.133.972.160;0.0;0.01193690299987793;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(80, 100, 40);adaptive;500000;adam +17.401.959.896.087.600;0.0;0.010402202606201172;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(100, 20, 20);constant;500000;adam +1.918.755.054.473.870;0.0;0.00896596908569336;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(100, 20, 20);invscaling;500000;adam +17.398.967.742.919.900;0.0;0.008919000625610352;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(100, 20, 20);adaptive;500000;adam +16.107.490.062.713.600;0.0;0.00870513916015625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(100, 20, 40);constant;500000;adam +188.093.900.680.542;0.0;0.011126995086669922;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(100, 20, 40);invscaling;500000;adam +2.180.929.183.959.960;0.0;0.0090789794921875;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(100, 20, 60);constant;500000;adam +16.874.949.932.098.300;0.0;0.009002923965454102;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(100, 20, 60);invscaling;500000;adam +17.471.139.430.999.700;0.0;0.011838912963867188;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(100, 20, 100);invscaling;500000;adam +18.182.947.635.650.600;0.0;0.008778095245361328;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(100, 40, 20);invscaling;500000;adam +17.503.762.245.178.200;0.0;0.009305000305175781;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(100, 40, 20);adaptive;500000;adam +16.226.170.063.018.700;0.0;0.008801698684692383;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(100, 60, 20);constant;500000;adam +18.708.999.156.951.900;0.0;0.009418010711669922;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(100, 60, 40);adaptive;500000;adam +19.035.780.429.840.000;0.0;0.010091066360473633;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(100, 80, 20);invscaling;500000;adam +3.786.480.188.369.750;0.0;0.009871721267700195;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(100, 80, 80);invscaling;500000;adam +22.571.330.070.495.600;0.0;0.010338068008422852;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;logistic;(100, 100, 40);adaptive;500000;adam +35.887.279.510.498.000;0.0;0.008641958236694336;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;relu;(60, 45);adaptive;500000;sgd +5.687.636.852.264.400;0.0;0.008765220642089844;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;relu;(75, 75);constant;500000;sgd +4.672.912.120.819.090;0.0;0.008496761322021484;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;relu;(75, 90);constant;500000;sgd +599.219.822.883.606;0.0;0.010795831680297852;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7169811320754716;0.7169811320754716;0.0;4904;0.7701149425287356;0.7701149425287356;0.0;3313;0.8837209302325582;0.8837209302325582;0.0;3367;0.7916666666666666;0.7916666666666666;0.0;3186;MLPClassifier;;;;;;;relu;(20, 40, 20);constant;500000;sgd +0.6322798728942871;0.0;0.010458946228027344;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7254901960784313;0.7254901960784313;0.0;4665;0.7701149425287356;0.7701149425287356;0.0;3313;0.8604651162790697;0.8604651162790697;0.0;3618;0.7872340425531916;0.7872340425531916;0.0;3357;MLPClassifier;;;;;;;identity;(100, 100, 40);adaptive;500000;adam +12.795.250.415.802.000;0.0;0.008620977401733398;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7254901960784313;0.7254901960784313;0.0;4665;0.7701149425287356;0.7701149425287356;0.0;3313;0.8604651162790697;0.8604651162790697;0.0;3618;0.7872340425531916;0.7872340425531916;0.0;3357;MLPClassifier;;;;;;;tanh;(20, 60, 60);constant;500000;sgd +2.011.354.684.829.710;0.0;0.013116121292114258;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7254901960784313;0.7254901960784313;0.0;4665;0.7701149425287356;0.7701149425287356;0.0;3313;0.8604651162790697;0.8604651162790697;0.0;3618;0.7872340425531916;0.7872340425531916;0.0;3357;MLPClassifier;;;;;;;tanh;(80, 40, 80);constant;500000;sgd +17.234.046.459.197.900;0.0;0.009347200393676758;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7254901960784313;0.7254901960784313;0.0;4665;0.7701149425287356;0.7701149425287356;0.0;3313;0.8604651162790697;0.8604651162790697;0.0;3618;0.7872340425531916;0.7872340425531916;0.0;3357;MLPClassifier;;;;;;;tanh;(100, 20, 20);constant;500000;sgd +157.578.706.741.333;0.0;0.00875997543334961;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7254901960784313;0.7254901960784313;0.0;4665;0.7701149425287356;0.7701149425287356;0.0;3313;0.8604651162790697;0.8604651162790697;0.0;3618;0.7872340425531916;0.7872340425531916;0.0;3357;MLPClassifier;;;;;;;relu;(30, 30);constant;500000;sgd +22.955.713.272.094.700;0.0;0.00902557373046875;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7254901960784313;0.7254901960784313;0.0;4665;0.7701149425287356;0.7701149425287356;0.0;3313;0.8604651162790697;0.8604651162790697;0.0;3618;0.7872340425531916;0.7872340425531916;0.0;3357;MLPClassifier;;;;;;;relu;(30, 30);adaptive;500000;sgd +29.253.439.903.259.200;0.0;0.00814199447631836;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7254901960784313;0.7254901960784313;0.0;4665;0.7701149425287356;0.7701149425287356;0.0;3313;0.8604651162790697;0.8604651162790697;0.0;3618;0.7872340425531916;0.7872340425531916;0.0;3357;MLPClassifier;;;;;;;relu;(45, 60);constant;500000;sgd +7.489.376.068.115.230;0.0;0.01178884506225586;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7254901960784313;0.7254901960784313;0.0;4665;0.7701149425287356;0.7701149425287356;0.0;3313;0.8604651162790697;0.8604651162790697;0.0;3618;0.7872340425531916;0.7872340425531916;0.0;3357;MLPClassifier;;;;;;;relu;(75, 75);adaptive;500000;sgd +4.774.010.896.682.730;0.0;0.011313199996948242;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7254901960784313;0.7254901960784313;0.0;4665;0.7701149425287356;0.7701149425287356;0.0;3313;0.8604651162790697;0.8604651162790697;0.0;3618;0.7872340425531916;0.7872340425531916;0.0;3357;MLPClassifier;;;;;;;relu;(20, 60, 20);constant;500000;sgd +0.3310420513153076;0.0;0.007823944091796875;0.0;{'activation': 'identity', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;85;invscaling;500000;adam +0.35373735427856445;0.0;0.008658885955810547;0.0;{'activation': 'identity', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;95;invscaling;500000;adam +0.5517640113830566;0.0;0.00851297378540039;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(15, 75);constant;500000;adam +0.3283660411834717;0.0;0.0077190399169921875;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(30, 15);constant;500000;adam +0.46076393127441406;0.0;0.008265972137451172;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(45, 45);invscaling;500000;adam +0.48516297340393066;0.0;0.014136075973510742;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(45, 45);adaptive;500000;adam +0.43434596061706543;0.0;0.009240150451660156;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(45, 60);invscaling;500000;adam +0.3661801815032959;0.0;0.011474847793579102;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(45, 60);adaptive;500000;adam +0.4133319854736328;0.0;0.014584064483642578;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(60, 60);constant;500000;adam +0.4517529010772705;0.0;0.009062051773071289;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(60, 60);invscaling;500000;adam +0.5108461380004883;0.0;0.012454748153686523;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(60, 75);adaptive;500000;adam +0.4526698589324951;0.0;0.013834953308105469;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(60, 90);constant;500000;adam +0.4684450626373291;0.0;0.011558055877685547;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(75, 90);invscaling;500000;adam +0.43575096130371094;0.0;0.009539127349853516;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(75, 90);adaptive;500000;adam +0.3424670696258545;0.0;0.013137102127075195;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(90, 15);invscaling;500000;adam +0.4724569320678711;0.0;0.015410184860229492;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(90, 15);adaptive;500000;adam +0.5359632968902588;0.0;0.00982975959777832;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(90, 45);invscaling;500000;adam +0.6162919998168945;0.0;0.010463237762451172;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(90, 75);constant;500000;adam +0.38262486457824707;0.0;0.011749029159545898;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(90, 90);constant;500000;adam +0.38497209548950195;0.0;0.012574911117553711;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(20, 20, 40);adaptive;500000;adam +0.32283997535705566;0.0;0.011502981185913086;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(20, 40, 20);constant;500000;adam +0.4833638668060303;0.0;0.009813308715820312;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(20, 40, 60);adaptive;500000;adam +0.5225329399108887;0.0;0.015208005905151367;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(20, 60, 80);invscaling;500000;adam +0.44226789474487305;0.0;0.010782241821289062;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(20, 80, 40);adaptive;500000;adam +0.9538331031799316;0.0;0.009347915649414062;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(20, 80, 100);constant;500000;adam +0.6043939590454102;0.0;0.009527921676635742;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(20, 80, 100);adaptive;500000;adam +0.6445579528808594;0.0;0.009253978729248047;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(20, 100, 100);invscaling;500000;adam +0.39569711685180664;0.0;0.010772943496704102;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(40, 20, 20);invscaling;500000;adam +0.38553595542907715;0.0;0.009649991989135742;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(40, 40, 60);adaptive;500000;adam +0.50520920753479;0.0;0.008974790573120117;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(40, 60, 20);constant;500000;adam +0.5921792984008789;0.0;0.009581804275512695;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(40, 60, 80);constant;500000;adam +0.5109670162200928;0.0;0.011397838592529297;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(40, 60, 100);constant;500000;adam +0.3823397159576416;0.0;0.009953975677490234;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(40, 80, 60);adaptive;500000;adam +0.4597928524017334;0.0;0.009838104248046875;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(40, 100, 40);adaptive;500000;adam +0.6151165962219238;0.0;0.012021303176879883;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(40, 100, 60);adaptive;500000;adam +0.6340959072113037;0.0;0.015218019485473633;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(40, 100, 80);adaptive;500000;adam +0.44242310523986816;0.0;0.01176905632019043;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(60, 20, 40);adaptive;500000;adam +0.28833889961242676;0.0;0.009129047393798828;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(60, 20, 60);constant;500000;adam +0.33969783782958984;0.0;0.010981082916259766;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(60, 40, 20);constant;500000;adam +0.3138718605041504;0.0;0.01274418830871582;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(60, 40, 40);invscaling;500000;adam +0.37862586975097656;0.0;0.009842157363891602;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(60, 40, 100);adaptive;500000;adam +0.4602530002593994;0.0;0.009438037872314453;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(60, 60, 20);adaptive;500000;adam +0.33382606506347656;0.0;0.011375904083251953;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(60, 60, 40);adaptive;500000;adam +0.5806148052215576;0.0;0.009649276733398438;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(60, 80, 40);adaptive;500000;adam +0.48930883407592773;0.0;0.011501073837280273;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(80, 40, 20);invscaling;500000;adam +0.4235069751739502;0.0;0.009853839874267578;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(80, 40, 60);adaptive;500000;adam +0.5335679054260254;0.0;0.008687257766723633;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(80, 40, 80);adaptive;500000;adam +0.4176340103149414;0.0;0.011008977890014648;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(80, 40, 100);invscaling;500000;adam +0.531512975692749;0.0;0.01030588150024414;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(80, 80, 40);constant;500000;adam +0.44132399559020996;0.0;0.009507179260253906;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(80, 100, 20);invscaling;500000;adam +0.3569600582122803;0.0;0.010732650756835938;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(100, 20, 20);constant;500000;adam +0.45103907585144043;0.0;0.01644110679626465;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(100, 20, 20);invscaling;500000;adam +0.3758280277252197;0.0;0.00966191291809082;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(100, 20, 100);constant;500000;adam +0.5028679370880127;0.0;0.010358095169067383;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(100, 20, 100);invscaling;500000;adam +0.6185390949249268;0.0;0.011211872100830078;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(100, 40, 40);invscaling;500000;adam +0.49915313720703125;0.0;0.013483047485351562;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(100, 40, 60);invscaling;500000;adam +0.5007879734039307;0.0;0.014406919479370117;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(100, 40, 60);adaptive;500000;adam +0.5393679141998291;0.0;0.010971784591674805;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(100, 60, 60);invscaling;500000;adam +0.6097638607025146;0.0;0.009443044662475586;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(100, 60, 80);adaptive;500000;adam +0.5550591945648193;0.0;0.009828805923461914;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(100, 60, 100);adaptive;500000;adam +0.517646312713623;0.0;0.015620946884155273;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(100, 80, 100);constant;500000;adam +0.6501350402832031;0.0;0.011774778366088867;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;identity;(100, 100, 60);constant;500000;adam +11.291.611.194.610.500;0.0;0.007681846618652344;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;logistic;(45, 15);invscaling;500000;adam +13.905.258.178.710.900;0.0;0.012176990509033203;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;logistic;(45, 30);invscaling;500000;adam +14.186.041.355.133.000;0.0;0.010636091232299805;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;logistic;(75, 15);adaptive;500000;adam +18.258.328.437.805.100;0.0;0.008931159973144531;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;logistic;(40, 40, 80);constant;500000;adam +2.218.291.997.909.540;0.0;0.009736776351928711;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;logistic;(40, 60, 100);invscaling;500000;adam +21.344.850.063.323.900;0.0;0.00899195671081543;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;logistic;(40, 80, 60);constant;500000;adam +2.716.571.092.605.590;0.0;0.009248971939086914;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;logistic;(40, 80, 100);invscaling;500000;adam +13.645.908.832.550.000;0.0;0.009321928024291992;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;logistic;(60, 20, 100);invscaling;500000;adam +2.627.419.948.577.880;0.0;0.009036064147949219;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;logistic;(60, 80, 100);constant;500000;adam +224.906.587.600.708;0.0;0.009465932846069336;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;logistic;(60, 100, 20);invscaling;500000;adam +2.148.184.061.050.410;0.0;0.009886026382446289;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;logistic;(60, 100, 60);adaptive;500000;adam +16.552.748.680.114.700;0.0;0.010171175003051758;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;logistic;(80, 40, 80);constant;500000;adam +19.027.070.999.145.500;0.0;0.008616924285888672;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;logistic;(80, 60, 40);constant;500000;adam +17.208.900.451.660.100;0.0;0.00937509536743164;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;logistic;(100, 20, 100);adaptive;500000;adam +2.502.303.123.474.120;0.0;0.008989810943603516;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;logistic;(100, 60, 100);constant;500000;adam +0.850787878036499;0.0;0.007616996765136719;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;tanh;(30, 15);adaptive;500000;sgd +21.549.110.412.597.600;0.0;0.008724212646484375;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;tanh;(20, 40, 80);adaptive;500000;sgd +13.252.580.165.863.000;0.0;0.013390779495239258;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;tanh;(40, 20, 20);constant;500000;sgd +24.625.461.101.531.900;0.0;0.01222681999206543;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;tanh;(60, 40, 20);adaptive;500000;sgd +3.325.376.033.782.950;0.0;0.008612871170043945;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;tanh;(60, 80, 80);adaptive;500000;sgd +23.068.947.792.053.200;0.0;0.009788274765014648;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;tanh;(100, 60, 40);constant;500000;sgd +16.413.159.370.422.300;0.0;0.008625030517578125;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7346938775510204;0.7346938775510204;0.0;3676;0.7701149425287356;0.7701149425287356;0.0;3313;0.8372093023255814;0.8372093023255814;0.0;3657;0.782608695652174;0.782608695652174;0.0;3396;MLPClassifier;;;;;;;relu;(15, 30);constant;500000;sgd +0.5260889530181885;0.0;0.008331060409545898;0.0;{'activation': 'identity', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;20;constant;500000;adam +0.340390682220459;0.0;0.04061698913574219;0.0;{'activation': 'identity', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;30;constant;500000;adam +0.37873411178588867;0.0;0.00797271728515625;0.0;{'activation': 'identity', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;30;adaptive;500000;adam +0.4041459560394287;0.0;0.01306915283203125;0.0;{'activation': 'identity', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;40;adaptive;500000;adam +0.40125417709350586;0.0;0.011047840118408203;0.0;{'activation': 'identity', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;50;constant;500000;adam +0.3477203845977783;0.0;0.01643681526184082;0.0;{'activation': 'identity', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;55;constant;500000;adam +0.3658428192138672;0.0;0.01081085205078125;0.0;{'activation': 'identity', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;55;adaptive;500000;adam +0.43758606910705566;0.0;0.00812983512878418;0.0;{'activation': 'identity', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;60;constant;500000;adam +0.3854970932006836;0.0;0.010924100875854492;0.0;{'activation': 'identity', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;60;adaptive;500000;adam +0.26846885681152344;0.0;0.010253190994262695;0.0;{'activation': 'identity', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;65;adaptive;500000;adam +0.4468417167663574;0.0;0.011657953262329102;0.0;{'activation': 'identity', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;70;constant;500000;adam +0.42455601692199707;0.0;0.01094508171081543;0.0;{'activation': 'identity', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;70;invscaling;500000;adam +0.35434579849243164;0.0;0.009885311126708984;0.0;{'activation': 'identity', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;75;constant;500000;adam +0.4062032699584961;0.0;0.010084867477416992;0.0;{'activation': 'identity', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;75;invscaling;500000;adam +0.38408398628234863;0.0;0.009956121444702148;0.0;{'activation': 'identity', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;75;adaptive;500000;adam +0.39169788360595703;0.0;0.011217832565307617;0.0;{'activation': 'identity', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;80;adaptive;500000;adam +0.39777612686157227;0.0;0.009073019027709961;0.0;{'activation': 'identity', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;90;invscaling;500000;adam +0.3324768543243408;0.0;0.011254072189331055;0.0;{'activation': 'identity', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;95;constant;500000;adam +0.3056831359863281;0.0;0.008315801620483398;0.0;{'activation': 'identity', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;95;adaptive;500000;adam +0.38535404205322266;0.0;0.009989738464355469;0.0;{'activation': 'identity', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;100;constant;500000;adam +0.37981581687927246;0.0;0.010392189025878906;0.0;{'activation': 'identity', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;100;invscaling;500000;adam +0.33240485191345215;0.0;0.010578155517578125;0.0;{'activation': 'identity', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;100;adaptive;500000;adam +0.3627970218658447;0.0;0.009224891662597656;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(15, 30);constant;500000;adam +0.39892101287841797;0.0;0.010442018508911133;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(15, 30);invscaling;500000;adam +0.4878520965576172;0.0;0.009620904922485352;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(15, 30);adaptive;500000;adam +0.6287431716918945;0.0;0.008516788482666016;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(15, 45);constant;500000;adam +0.5759880542755127;0.0;0.01563882827758789;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(15, 45);invscaling;500000;adam +0.37290215492248535;0.0;0.008252859115600586;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(15, 45);adaptive;500000;adam +0.39050912857055664;0.0;0.009238958358764648;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(15, 60);constant;500000;adam +0.46094679832458496;0.0;0.009452104568481445;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(15, 60);invscaling;500000;adam +0.36282896995544434;0.0;0.008116960525512695;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(15, 60);adaptive;500000;adam +0.38518190383911133;0.0;0.008211135864257812;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(15, 75);invscaling;500000;adam +0.41283297538757324;0.0;0.011147022247314453;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(30, 15);invscaling;500000;adam +0.4517498016357422;0.0;0.010983943939208984;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(30, 15);adaptive;500000;adam +0.41051435470581055;0.0;0.007878780364990234;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(30, 30);constant;500000;adam +0.5088880062103271;0.0;0.010892152786254883;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(30, 45);invscaling;500000;adam +0.37671661376953125;0.0;0.010441064834594727;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(30, 60);constant;500000;adam +0.4827229976654053;0.0;0.008294820785522461;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(30, 60);adaptive;500000;adam +0.454193115234375;0.0;0.011395931243896484;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(30, 75);adaptive;500000;adam +0.48650097846984863;0.0;0.013410806655883789;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(30, 90);constant;500000;adam +0.40044116973876953;0.0;0.008401870727539062;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(30, 90);invscaling;500000;adam +0.561866044998169;0.0;0.014600753784179688;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(30, 90);adaptive;500000;adam +0.3171579837799072;0.0;0.01032114028930664;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(45, 15);adaptive;500000;adam +0.4645049571990967;0.0;0.00860285758972168;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(45, 30);constant;500000;adam +0.4330019950866699;0.0;0.008508920669555664;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(45, 30);invscaling;500000;adam +0.49726271629333496;0.0;0.009932994842529297;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(45, 60);constant;500000;adam +0.6909079551696777;0.0;0.01089620590209961;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(45, 75);invscaling;500000;adam +0.37601470947265625;0.0;0.011439323425292969;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(45, 75);adaptive;500000;adam +0.5150198936462402;0.0;0.015902996063232422;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(45, 90);constant;500000;adam +0.616121768951416;0.0;0.012523174285888672;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(45, 90);invscaling;500000;adam +0.4338490962982178;0.0;0.012204170227050781;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 15);constant;500000;adam +0.47707104682922363;0.0;0.006206035614013672;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 15);invscaling;500000;adam +0.4879939556121826;0.0;0.009225845336914062;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 15);adaptive;500000;adam +0.3820369243621826;0.0;0.009283065795898438;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 30);constant;500000;adam +0.34999990463256836;0.0;0.009857177734375;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 30);invscaling;500000;adam +0.2537682056427002;0.0;0.01049184799194336;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 45);invscaling;500000;adam +0.5100753307342529;0.0;0.011221885681152344;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 45);adaptive;500000;adam +0.44568490982055664;0.0;0.009812116622924805;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 90);invscaling;500000;adam +0.49744105339050293;0.0;0.00985407829284668;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 90);adaptive;500000;adam +0.429797887802124;0.0;0.011002063751220703;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(75, 15);constant;500000;adam +0.4228248596191406;0.0;0.011897802352905273;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(75, 15);invscaling;500000;adam +0.3518190383911133;0.0;0.01090383529663086;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(75, 30);constant;500000;adam +0.45381975173950195;0.0;0.010258197784423828;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(75, 30);invscaling;500000;adam +0.5706870555877686;0.0;0.010845184326171875;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(75, 60);constant;500000;adam +0.5981850624084473;0.0;0.012825965881347656;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(75, 75);adaptive;500000;adam +0.32492804527282715;0.0;0.010996103286743164;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(90, 15);constant;500000;adam +0.3141310214996338;0.0;0.010957956314086914;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(90, 30);invscaling;500000;adam +0.43307924270629883;0.0;0.009418964385986328;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(90, 30);adaptive;500000;adam +0.35125303268432617;0.0;0.0161130428314209;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(90, 45);constant;500000;adam +0.6015689373016357;0.0;0.011206865310668945;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(90, 45);adaptive;500000;adam +0.3569958209991455;0.0;0.010005950927734375;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(90, 60);constant;500000;adam +0.4312150478363037;0.0;0.012173891067504883;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(90, 60);invscaling;500000;adam +0.4281880855560303;0.0;0.015785932540893555;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(90, 60);adaptive;500000;adam +0.5528771877288818;0.0;0.009795904159545898;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(90, 75);invscaling;500000;adam +0.6103570461273193;0.0;0.009338855743408203;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(90, 90);invscaling;500000;adam +0.6671779155731201;0.0;0.009479045867919922;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(20, 20, 20);constant;500000;adam +0.5577049255371094;0.0;0.011243104934692383;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(20, 20, 40);constant;500000;adam +0.5011069774627686;0.0;0.01032400131225586;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(20, 20, 100);constant;500000;adam +0.5049710273742676;0.0;0.008436918258666992;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(20, 40, 20);adaptive;500000;adam +0.5228726863861084;0.0;0.009969234466552734;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(20, 40, 40);adaptive;500000;adam +0.5160901546478271;0.0;0.012955904006958008;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(20, 40, 60);constant;500000;adam +0.4386608600616455;0.0;0.010349035263061523;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(20, 60, 20);constant;500000;adam +0.6689009666442871;0.0;0.009383916854858398;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(20, 60, 40);adaptive;500000;adam +0.63521409034729;0.0;0.009244918823242188;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(20, 60, 80);constant;500000;adam +0.5384750366210938;0.0;0.009238958358764648;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(20, 60, 100);adaptive;500000;adam +0.6567127704620361;0.0;0.010096311569213867;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(20, 80, 20);invscaling;500000;adam +0.48767995834350586;0.0;0.010428190231323242;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(20, 80, 40);constant;500000;adam +0.45052409172058105;0.0;0.008150100708007812;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(20, 80, 40);invscaling;500000;adam +0.34229183197021484;0.0;0.011254072189331055;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(20, 80, 60);constant;500000;adam +0.43221306800842285;0.0;0.010097742080688477;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(20, 100, 20);invscaling;500000;adam +0.3421149253845215;0.0;0.01293802261352539;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(20, 100, 40);invscaling;500000;adam +0.6551141738891602;0.0;0.0137939453125;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(20, 100, 60);constant;500000;adam +0.44173574447631836;0.0;0.009073257446289062;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(20, 100, 80);constant;500000;adam +0.7253818511962891;0.0;0.008966207504272461;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(20, 100, 100);adaptive;500000;adam +0.5245449542999268;0.0;0.009173154830932617;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(40, 20, 20);constant;500000;adam +0.44932985305786133;0.0;0.009205102920532227;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(40, 20, 40);invscaling;500000;adam +0.44050097465515137;0.0;0.008836030960083008;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(40, 20, 40);adaptive;500000;adam +0.5328369140625;0.0;0.01143503189086914;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(40, 20, 80);constant;500000;adam +0.40617918968200684;0.0;0.009813785552978516;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(40, 20, 80);adaptive;500000;adam +0.6275041103363037;0.0;0.011234760284423828;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(40, 20, 100);constant;500000;adam +0.5870211124420166;0.0;0.010064840316772461;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(40, 20, 100);adaptive;500000;adam +0.45640015602111816;0.0;0.013654708862304688;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(40, 40, 60);constant;500000;adam +0.35329103469848633;0.0;0.008800029754638672;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(40, 60, 20);invscaling;500000;adam +0.3894681930541992;0.0;0.01209712028503418;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(40, 60, 40);invscaling;500000;adam +0.5349879264831543;0.0;0.012778043746948242;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(40, 60, 80);invscaling;500000;adam +0.4593679904937744;0.0;0.010115861892700195;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(40, 60, 80);adaptive;500000;adam +0.38527417182922363;0.0;0.009039878845214844;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(40, 80, 20);constant;500000;adam +0.5031390190124512;0.0;0.010053873062133789;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(40, 80, 20);invscaling;500000;adam +0.38328027725219727;0.0;0.010536909103393555;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(40, 80, 20);adaptive;500000;adam +0.32740306854248047;0.0;0.014735937118530273;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(40, 80, 40);constant;500000;adam +0.8083083629608154;0.0;0.009956836700439453;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(40, 80, 40);adaptive;500000;adam +0.41407203674316406;0.0;0.014519929885864258;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(40, 80, 60);invscaling;500000;adam +0.440399169921875;0.0;0.010525941848754883;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(40, 80, 80);constant;500000;adam +0.4713938236236572;0.0;0.009473085403442383;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(40, 80, 80);invscaling;500000;adam +0.5952451229095459;0.0;0.010193824768066406;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(40, 80, 100);invscaling;500000;adam +0.46491098403930664;0.0;0.011986970901489258;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(40, 100, 20);constant;500000;adam +0.5677390098571777;0.0;0.01200413703918457;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(40, 100, 20);invscaling;500000;adam +0.31076478958129883;0.0;0.009792089462280273;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(40, 100, 20);adaptive;500000;adam +0.3269689083099365;0.0;0.009746074676513672;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(40, 100, 40);invscaling;500000;adam +0.5917532444000244;0.0;0.010232686996459961;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(40, 100, 80);constant;500000;adam +0.43219780921936035;0.0;0.011844158172607422;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 20, 20);invscaling;500000;adam +0.4535820484161377;0.0;0.00976109504699707;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 20, 40);constant;500000;adam +0.5221879482269287;0.0;0.008350133895874023;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 20, 60);adaptive;500000;adam +0.4484260082244873;0.0;0.008762121200561523;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 20, 80);constant;500000;adam +0.3566560745239258;0.0;0.010902881622314453;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 20, 80);adaptive;500000;adam +0.3968348503112793;0.0;0.009053945541381836;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 40, 20);invscaling;500000;adam +0.3517131805419922;0.0;0.009773015975952148;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 40, 40);adaptive;500000;adam +0.40015101432800293;0.0;0.011924982070922852;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 40, 60);constant;500000;adam +0.6878519058227539;0.0;0.009247064590454102;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 40, 60);invscaling;500000;adam +0.5088400840759277;0.0;0.009530782699584961;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 40, 80);invscaling;500000;adam +0.6569540500640869;0.0;0.00871586799621582;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 40, 100);constant;500000;adam +0.447376012802124;0.0;0.010268926620483398;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 60, 20);constant;500000;adam +0.49666309356689453;0.0;0.009432077407836914;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 60, 60);constant;500000;adam +0.5142850875854492;0.0;0.009862899780273438;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 60, 80);constant;500000;adam +0.6395041942596436;0.0;0.012733936309814453;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 60, 100);constant;500000;adam +0.523021936416626;0.0;0.022314071655273438;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 60, 100);invscaling;500000;adam +0.40143799781799316;0.0;0.013076066970825195;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 80, 20);constant;500000;adam +0.5111486911773682;0.0;0.009673118591308594;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 80, 20);adaptive;500000;adam +0.43119287490844727;0.0;0.007151126861572266;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 80, 40);invscaling;500000;adam +0.46055030822753906;0.0;0.011471748352050781;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 80, 60);invscaling;500000;adam +0.4343068599700928;0.0;0.014046907424926758;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 80, 60);adaptive;500000;adam +0.4302518367767334;0.0;0.008626937866210938;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 80, 80);constant;500000;adam +0.49619603157043457;0.0;0.010300874710083008;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 100, 20);invscaling;500000;adam +0.39806413650512695;0.0;0.014554738998413086;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 100, 40);constant;500000;adam +0.5327129364013672;0.0;0.010388851165771484;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(60, 100, 80);constant;500000;adam +0.45637011528015137;0.0;0.007517099380493164;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(80, 20, 20);constant;500000;adam +0.35247111320495605;0.0;0.01212310791015625;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(80, 20, 20);adaptive;500000;adam +0.3992469310760498;0.0;0.009479284286499023;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(80, 20, 60);adaptive;500000;adam +0.4031550884246826;0.0;0.009505987167358398;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(80, 20, 100);invscaling;500000;adam +0.41425204277038574;0.0;0.012224912643432617;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(80, 20, 100);adaptive;500000;adam +0.3635880947113037;0.0;0.011406898498535156;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(80, 40, 40);adaptive;500000;adam +0.3754720687866211;0.0;0.009568929672241211;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(80, 40, 60);invscaling;500000;adam +0.5440030097961426;0.0;0.009647846221923828;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(80, 40, 80);constant;500000;adam +0.47734618186950684;0.0;0.01137995719909668;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(80, 60, 20);constant;500000;adam +0.4553399085998535;0.0;0.009636878967285156;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(80, 60, 20);invscaling;500000;adam +0.418241024017334;0.0;0.011137008666992188;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(80, 60, 20);adaptive;500000;adam +0.4108998775482178;0.0;0.01065206527709961;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(80, 60, 40);invscaling;500000;adam +0.4844520092010498;0.0;0.009485006332397461;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(80, 60, 40);adaptive;500000;adam +0.6256837844848633;0.0;0.009595155715942383;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(80, 60, 60);invscaling;500000;adam +0.5096051692962646;0.0;0.016154766082763672;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(80, 60, 60);adaptive;500000;adam +0.5278830528259277;0.0;0.011707067489624023;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(80, 80, 60);invscaling;500000;adam +0.4069797992706299;0.0;0.014695167541503906;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(80, 80, 100);constant;500000;adam +0.518272876739502;0.0;0.009432792663574219;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(80, 100, 40);constant;500000;adam +0.4158170223236084;0.0;0.010401010513305664;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(80, 100, 40);invscaling;500000;adam +0.4747438430786133;0.0;0.011209964752197266;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(80, 100, 60);invscaling;500000;adam +0.5311896800994873;0.0;0.010326147079467773;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(80, 100, 60);adaptive;500000;adam +0.5184252262115479;0.0;0.011230945587158203;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(80, 100, 80);invscaling;500000;adam +0.6205029487609863;0.0;0.014163970947265625;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(80, 100, 100);adaptive;500000;adam +0.4285919666290283;0.0;0.01038813591003418;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(100, 20, 20);adaptive;500000;adam +0.42386293411254883;0.0;0.010439872741699219;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(100, 20, 40);constant;500000;adam +0.35606884956359863;0.0;0.011464834213256836;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(100, 20, 40);adaptive;500000;adam +0.43843722343444824;0.0;0.013576984405517578;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(100, 20, 60);invscaling;500000;adam +0.47464704513549805;0.0;0.009740114212036133;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(100, 20, 60);adaptive;500000;adam +0.5098850727081299;0.0;0.014047861099243164;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(100, 20, 80);constant;500000;adam +0.4318511486053467;0.0;0.009788751602172852;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(100, 40, 20);constant;500000;adam +0.41922521591186523;0.0;0.011843681335449219;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(100, 40, 20);adaptive;500000;adam +0.49998998641967773;0.0;0.010277986526489258;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(100, 40, 80);constant;500000;adam +0.4965171813964844;0.0;0.022696971893310547;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(100, 40, 80);invscaling;500000;adam +0.4574129581451416;0.0;0.011838197708129883;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(100, 40, 100);invscaling;500000;adam +0.5033338069915771;0.0;0.013852119445800781;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(100, 40, 100);adaptive;500000;adam +0.4792969226837158;0.0;0.008816957473754883;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(100, 60, 40);adaptive;500000;adam +0.6858961582183838;0.0;0.014132976531982422;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(100, 60, 60);constant;500000;adam +0.5348968505859375;0.0;0.010735034942626953;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(100, 60, 80);constant;500000;adam +0.5033931732177734;0.0;0.015208959579467773;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(100, 60, 80);invscaling;500000;adam +0.6711139678955078;0.0;0.015758037567138672;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(100, 60, 100);constant;500000;adam +0.502382755279541;0.0;0.010482072830200195;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(100, 80, 20);constant;500000;adam +0.4549601078033447;0.0;0.009813785552978516;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(100, 80, 20);invscaling;500000;adam +0.5187461376190186;0.0;0.012553930282592773;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(100, 80, 60);constant;500000;adam +0.7507951259613037;0.0;0.010766744613647461;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(100, 80, 80);invscaling;500000;adam +0.5640017986297607;0.0;0.009644031524658203;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(100, 80, 100);adaptive;500000;adam +0.4665660858154297;0.0;0.011429786682128906;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(100, 100, 20);adaptive;500000;adam +0.6604809761047363;0.0;0.01291799545288086;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(100, 100, 40);constant;500000;adam +0.5730829238891602;0.0;0.011214017868041992;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;identity;(100, 100, 40);invscaling;500000;adam +21.542.656.421.661.300;0.0;0.016431093215942383;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;tanh;(40, 20, 100);adaptive;500000;sgd +19.564.878.940.582.200;0.0;0.009061098098754883;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;tanh;(40, 60, 60);constant;500000;sgd +17.006.289.958.953.800;0.0;0.008934259414672852;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;tanh;(80, 20, 40);constant;500000;sgd +2.625.823.974.609.370;0.0;0.00939631462097168;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;tanh;(80, 80, 20);adaptive;500000;sgd +3.636.319.875.717.160;0.0;0.009892940521240234;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;tanh;(80, 80, 100);adaptive;500000;sgd +1.038.459.062.576.290;0.0;0.007982730865478516;0.0;{'activation': 'relu', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7446808510638298;0.7446808510638298;0.0;3208;0.7701149425287356;0.7701149425287356;0.0;3313;0.813953488372093;0.813953488372093;0.0;3937;0.7777777777777778;0.7777777777777778;0.0;3487;MLPClassifier;;;;;;;relu;100;constant;500000;sgd +0.43808698654174805;0.0;0.012033939361572266;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7555555555555555;0.7555555555555555;0.0;2880;0.7701149425287356;0.7701149425287356;0.0;3313;0.7906976744186046;0.7906976744186046;0.0;4827;0.7727272727272727;0.7727272727272727;0.0;3756;MLPClassifier;;;;;;;identity;(15, 15);adaptive;500000;adam +0.32021617889404297;0.0;0.011301040649414062;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7555555555555555;0.7555555555555555;0.0;2880;0.7701149425287356;0.7701149425287356;0.0;3313;0.7906976744186046;0.7906976744186046;0.0;4827;0.7727272727272727;0.7727272727272727;0.0;3756;MLPClassifier;;;;;;;identity;(45, 75);constant;500000;adam +0.4493529796600342;0.0;0.009801864624023438;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7555555555555555;0.7555555555555555;0.0;2880;0.7701149425287356;0.7701149425287356;0.0;3313;0.7906976744186046;0.7906976744186046;0.0;4827;0.7727272727272727;0.7727272727272727;0.0;3756;MLPClassifier;;;;;;;identity;(60, 45);constant;500000;adam +0.355241060256958;0.0;0.01213383674621582;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7555555555555555;0.7555555555555555;0.0;2880;0.7701149425287356;0.7701149425287356;0.0;3313;0.7906976744186046;0.7906976744186046;0.0;4827;0.7727272727272727;0.7727272727272727;0.0;3756;MLPClassifier;;;;;;;identity;(75, 45);adaptive;500000;adam +0.5586659908294678;0.0;0.011748075485229492;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7555555555555555;0.7555555555555555;0.0;2880;0.7701149425287356;0.7701149425287356;0.0;3313;0.7906976744186046;0.7906976744186046;0.0;4827;0.7727272727272727;0.7727272727272727;0.0;3756;MLPClassifier;;;;;;;identity;(90, 90);adaptive;500000;adam +0.2670438289642334;0.0;0.008096933364868164;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7555555555555555;0.7555555555555555;0.0;2880;0.7701149425287356;0.7701149425287356;0.0;3313;0.7906976744186046;0.7906976744186046;0.0;4827;0.7727272727272727;0.7727272727272727;0.0;3756;MLPClassifier;;;;;;;identity;(20, 20, 40);invscaling;500000;adam +0.519981861114502;0.0;0.010401010513305664;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7555555555555555;0.7555555555555555;0.0;2880;0.7701149425287356;0.7701149425287356;0.0;3313;0.7906976744186046;0.7906976744186046;0.0;4827;0.7727272727272727;0.7727272727272727;0.0;3756;MLPClassifier;;;;;;;identity;(20, 20, 60);constant;500000;adam +0.431596040725708;0.0;0.009765863418579102;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7555555555555555;0.7555555555555555;0.0;2880;0.7701149425287356;0.7701149425287356;0.0;3313;0.7906976744186046;0.7906976744186046;0.0;4827;0.7727272727272727;0.7727272727272727;0.0;3756;MLPClassifier;;;;;;;identity;(20, 40, 40);constant;500000;adam +0.6460621356964111;0.0;0.00945591926574707;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7555555555555555;0.7555555555555555;0.0;2880;0.7701149425287356;0.7701149425287356;0.0;3313;0.7906976744186046;0.7906976744186046;0.0;4827;0.7727272727272727;0.7727272727272727;0.0;3756;MLPClassifier;;;;;;;identity;(20, 100, 20);constant;500000;adam +0.33159518241882324;0.0;0.011317968368530273;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7555555555555555;0.7555555555555555;0.0;2880;0.7701149425287356;0.7701149425287356;0.0;3313;0.7906976744186046;0.7906976744186046;0.0;4827;0.7727272727272727;0.7727272727272727;0.0;3756;MLPClassifier;;;;;;;identity;(20, 100, 40);constant;500000;adam +0.3626220226287842;0.0;0.011241912841796875;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7555555555555555;0.7555555555555555;0.0;2880;0.7701149425287356;0.7701149425287356;0.0;3313;0.7906976744186046;0.7906976744186046;0.0;4827;0.7727272727272727;0.7727272727272727;0.0;3756;MLPClassifier;;;;;;;identity;(60, 20, 40);invscaling;500000;adam +0.5884151458740234;0.0;0.011414051055908203;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7555555555555555;0.7555555555555555;0.0;2880;0.7701149425287356;0.7701149425287356;0.0;3313;0.7906976744186046;0.7906976744186046;0.0;4827;0.7727272727272727;0.7727272727272727;0.0;3756;MLPClassifier;;;;;;;identity;(60, 40, 60);adaptive;500000;adam +0.4891810417175293;0.0;0.010431051254272461;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7555555555555555;0.7555555555555555;0.0;2880;0.7701149425287356;0.7701149425287356;0.0;3313;0.7906976744186046;0.7906976744186046;0.0;4827;0.7727272727272727;0.7727272727272727;0.0;3756;MLPClassifier;;;;;;;identity;(60, 100, 80);invscaling;500000;adam +0.38739609718322754;0.0;0.012652158737182617;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7555555555555555;0.7555555555555555;0.0;2880;0.7701149425287356;0.7701149425287356;0.0;3313;0.7906976744186046;0.7906976744186046;0.0;4827;0.7727272727272727;0.7727272727272727;0.0;3756;MLPClassifier;;;;;;;identity;(80, 20, 20);invscaling;500000;adam +0.5164170265197754;0.0;0.009224176406860352;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7555555555555555;0.7555555555555555;0.0;2880;0.7701149425287356;0.7701149425287356;0.0;3313;0.7906976744186046;0.7906976744186046;0.0;4827;0.7727272727272727;0.7727272727272727;0.0;3756;MLPClassifier;;;;;;;identity;(80, 40, 40);constant;500000;adam +0.40932703018188477;0.0;0.01041722297668457;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7555555555555555;0.7555555555555555;0.0;2880;0.7701149425287356;0.7701149425287356;0.0;3313;0.7906976744186046;0.7906976744186046;0.0;4827;0.7727272727272727;0.7727272727272727;0.0;3756;MLPClassifier;;;;;;;identity;(80, 80, 60);constant;500000;adam +0.6750762462615967;0.0;0.010761022567749023;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7555555555555555;0.7555555555555555;0.0;2880;0.7701149425287356;0.7701149425287356;0.0;3313;0.7906976744186046;0.7906976744186046;0.0;4827;0.7727272727272727;0.7727272727272727;0.0;3756;MLPClassifier;;;;;;;identity;(80, 80, 80);adaptive;500000;adam +0.389815092086792;0.0;0.012915849685668945;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7555555555555555;0.7555555555555555;0.0;2880;0.7701149425287356;0.7701149425287356;0.0;3313;0.7906976744186046;0.7906976744186046;0.0;4827;0.7727272727272727;0.7727272727272727;0.0;3756;MLPClassifier;;;;;;;identity;(80, 100, 40);adaptive;500000;adam +0.4334735870361328;0.0;0.010131359100341797;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7555555555555555;0.7555555555555555;0.0;2880;0.7701149425287356;0.7701149425287356;0.0;3313;0.7906976744186046;0.7906976744186046;0.0;4827;0.7727272727272727;0.7727272727272727;0.0;3756;MLPClassifier;;;;;;;identity;(100, 20, 60);constant;500000;adam +0.5024020671844482;0.0;0.009883880615234375;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7555555555555555;0.7555555555555555;0.0;2880;0.7701149425287356;0.7701149425287356;0.0;3313;0.7906976744186046;0.7906976744186046;0.0;4827;0.7727272727272727;0.7727272727272727;0.0;3756;MLPClassifier;;;;;;;identity;(100, 20, 80);invscaling;500000;adam +0.45604920387268066;0.0;0.009778022766113281;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7555555555555555;0.7555555555555555;0.0;2880;0.7701149425287356;0.7701149425287356;0.0;3313;0.7906976744186046;0.7906976744186046;0.0;4827;0.7727272727272727;0.7727272727272727;0.0;3756;MLPClassifier;;;;;;;identity;(100, 40, 40);adaptive;500000;adam +0.7155718803405762;0.0;0.009804010391235352;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7555555555555555;0.7555555555555555;0.0;2880;0.7701149425287356;0.7701149425287356;0.0;3313;0.7906976744186046;0.7906976744186046;0.0;4827;0.7727272727272727;0.7727272727272727;0.0;3756;MLPClassifier;;;;;;;identity;(100, 40, 100);constant;500000;adam +0.4698147773742676;0.0;0.010549306869506836;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7555555555555555;0.7555555555555555;0.0;2880;0.7701149425287356;0.7701149425287356;0.0;3313;0.7906976744186046;0.7906976744186046;0.0;4827;0.7727272727272727;0.7727272727272727;0.0;3756;MLPClassifier;;;;;;;identity;(100, 60, 20);constant;500000;adam +0.7696840763092041;0.0;0.010288000106811523;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7555555555555555;0.7555555555555555;0.0;2880;0.7701149425287356;0.7701149425287356;0.0;3313;0.7906976744186046;0.7906976744186046;0.0;4827;0.7727272727272727;0.7727272727272727;0.0;3756;MLPClassifier;;;;;;;identity;(100, 80, 40);constant;500000;adam +0.5708358287811279;0.0;0.011699914932250977;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7555555555555555;0.7555555555555555;0.0;2880;0.7701149425287356;0.7701149425287356;0.0;3313;0.7906976744186046;0.7906976744186046;0.0;4827;0.7727272727272727;0.7727272727272727;0.0;3756;MLPClassifier;;;;;;;identity;(100, 80, 80);adaptive;500000;adam +16.333.539.485.931.300;0.0;0.008476018905639648;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7555555555555555;0.7555555555555555;0.0;2880;0.7701149425287356;0.7701149425287356;0.0;3313;0.7906976744186046;0.7906976744186046;0.0;4827;0.7727272727272727;0.7727272727272727;0.0;3756;MLPClassifier;;;;;;;identity;(100, 100, 100);adaptive;500000;sgd +0.8176860809326172;0.0;0.008713960647583008;0.0;{'activation': 'relu', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.6964285714285714;0.6964285714285714;0.0;5406;0.7586206896551724;0.7586206896551724;0.0;3698;0.9069767441860465;0.9069767441860465;0.0;3336;0.7878787878787877;0.7878787878787877;0.0;3354;MLPClassifier;;;;;;;relu;5;constant;500000;lbfgs +1.436.950.922.012.320;0.0;0.011434078216552734;0.0;{'activation': 'relu', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.6964285714285714;0.6964285714285714;0.0;5406;0.7586206896551724;0.7586206896551724;0.0;3698;0.9069767441860465;0.9069767441860465;0.0;3336;0.7878787878787877;0.7878787878787877;0.0;3354;MLPClassifier;;;;;;;relu;5;adaptive;500000;adam +7.060.322.999.954.220;0.0;0.007922887802124023;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6964285714285714;0.6964285714285714;0.0;5406;0.7586206896551724;0.7586206896551724;0.0;3698;0.9069767441860465;0.9069767441860465;0.0;3336;0.7878787878787877;0.7878787878787877;0.0;3354;MLPClassifier;;;;;;;relu;(20, 20, 40);constant;500000;sgd +29.218.590.259.552;0.0;0.009607791900634766;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7037037037037037;0.7037037037037037;0.0;5276;0.7586206896551724;0.7586206896551724;0.0;3698;0.8837209302325582;0.8837209302325582;0.0;3367;0.7835051546391752;0.7835051546391752;0.0;3393;MLPClassifier;;;;;;;logistic;(60, 100, 20);constant;500000;adam +31.169.979.572.296.100;0.0;0.009269952774047852;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7037037037037037;0.7037037037037037;0.0;5276;0.7586206896551724;0.7586206896551724;0.0;3698;0.8837209302325582;0.8837209302325582;0.0;3367;0.7835051546391752;0.7835051546391752;0.0;3393;MLPClassifier;;;;;;;logistic;(60, 100, 100);constant;500000;adam +984.605.598.449.707;0.0;0.008765935897827148;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7037037037037037;0.7037037037037037;0.0;5276;0.7586206896551724;0.7586206896551724;0.0;3698;0.8837209302325582;0.8837209302325582;0.0;3367;0.7835051546391752;0.7835051546391752;0.0;3393;MLPClassifier;;;;;;;relu;(20, 60, 100);constant;500000;sgd +19.319.438.934.326.100;0.0;0.009336233139038086;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7115384615384616;0.7115384615384616;0.0;5102;0.7586206896551724;0.7586206896551724;0.0;3698;0.8604651162790697;0.8604651162790697;0.0;3618;0.7789473684210527;0.7789473684210527;0.0;3480;MLPClassifier;;;;;;;tanh;(20, 20, 20);adaptive;500000;sgd +24.279.298.782.348.600;0.0;0.008672952651977539;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7115384615384616;0.7115384615384616;0.0;5102;0.7586206896551724;0.7586206896551724;0.0;3698;0.8604651162790697;0.8604651162790697;0.0;3618;0.7789473684210527;0.7789473684210527;0.0;3480;MLPClassifier;;;;;;;tanh;(20, 80, 40);constant;500000;sgd +2.432.525.157.928.460;0.0;0.009027719497680664;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7115384615384616;0.7115384615384616;0.0;5102;0.7586206896551724;0.7586206896551724;0.0;3698;0.8604651162790697;0.8604651162790697;0.0;3618;0.7789473684210527;0.7789473684210527;0.0;3480;MLPClassifier;;;;;;;tanh;(40, 40, 80);adaptive;500000;sgd +18.733.501.434.326.100;0.0;0.00917673110961914;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7115384615384616;0.7115384615384616;0.0;5102;0.7586206896551724;0.7586206896551724;0.0;3698;0.8604651162790697;0.8604651162790697;0.0;3618;0.7789473684210527;0.7789473684210527;0.0;3480;MLPClassifier;;;;;;;tanh;(100, 20, 40);adaptive;500000;sgd +2.268.505.096.435.540;0.0;0.009331941604614258;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7115384615384616;0.7115384615384616;0.0;5102;0.7586206896551724;0.7586206896551724;0.0;3698;0.8604651162790697;0.8604651162790697;0.0;3618;0.7789473684210527;0.7789473684210527;0.0;3480;MLPClassifier;;;;;;;relu;(30, 15);constant;500000;sgd +3.360.208.034.515.380;0.0;0.007881879806518555;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7115384615384616;0.7115384615384616;0.0;5102;0.7586206896551724;0.7586206896551724;0.0;3698;0.8604651162790697;0.8604651162790697;0.0;3618;0.7789473684210527;0.7789473684210527;0.0;3480;MLPClassifier;;;;;;;relu;(30, 15);adaptive;500000;sgd +562.471.604.347.229;0.0;0.008463859558105469;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7115384615384616;0.7115384615384616;0.0;5102;0.7586206896551724;0.7586206896551724;0.0;3698;0.8604651162790697;0.8604651162790697;0.0;3618;0.7789473684210527;0.7789473684210527;0.0;3480;MLPClassifier;;;;;;;relu;(60, 90);adaptive;500000;sgd +0.42815089225769043;0.0;0.013477087020874023;0.0;{'activation': 'identity', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;identity;50;invscaling;500000;adam +0.39237403869628906;0.0;0.013540983200073242;0.0;{'activation': 'identity', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;identity;65;invscaling;500000;adam +0.41251111030578613;0.0;0.00797891616821289;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;identity;(15, 15);invscaling;500000;adam +0.3078148365020752;0.0;0.01499795913696289;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;identity;(30, 30);invscaling;500000;adam +0.48091793060302734;0.0;0.019194841384887695;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;identity;(60, 75);invscaling;500000;adam +0.49573302268981934;0.0;0.013709068298339844;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;identity;(75, 90);constant;500000;adam +0.49188971519470215;0.0;0.01144099235534668;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;identity;(20, 40, 20);invscaling;500000;adam +0.5790657997131348;0.0;0.01038503646850586;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;identity;(20, 40, 80);adaptive;500000;adam +0.3471553325653076;0.0;0.010764598846435547;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;identity;(40, 20, 60);constant;500000;adam +0.4044930934906006;0.0;0.008847236633300781;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;identity;(40, 20, 60);invscaling;500000;adam +0.3476080894470215;0.0;0.009787797927856445;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;identity;(40, 40, 20);invscaling;500000;adam +0.5377888679504395;0.0;0.014534235000610352;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;identity;(40, 40, 80);constant;500000;adam +0.4153892993927002;0.0;0.009296894073486328;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;identity;(40, 40, 100);adaptive;500000;adam +0.5180160999298096;0.0;0.009034872055053711;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;identity;(40, 60, 100);invscaling;500000;adam +0.6901330947875977;0.0;0.009675025939941406;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;identity;(40, 100, 100);adaptive;500000;adam +0.45971202850341797;0.0;0.014327049255371094;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;identity;(60, 20, 60);invscaling;500000;adam +0.4869980812072754;0.0;0.011284828186035156;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;identity;(60, 20, 100);invscaling;500000;adam +0.4102160930633545;0.0;0.009050130844116211;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;identity;(60, 60, 60);invscaling;500000;adam +0.49544334411621094;0.0;0.01030874252319336;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;identity;(60, 100, 20);constant;500000;adam +0.4360373020172119;0.0;0.010877847671508789;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;identity;(80, 20, 40);constant;500000;adam +0.45333194732666016;0.0;0.01186513900756836;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;identity;(80, 20, 80);constant;500000;adam +0.47095489501953125;0.0;0.013670206069946289;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;identity;(80, 40, 20);constant;500000;adam +0.47864389419555664;0.0;0.009793996810913086;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;identity;(80, 60, 80);invscaling;500000;adam +0.46134018898010254;0.0;0.014941930770874023;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;identity;(80, 60, 100);constant;500000;adam +0.5587680339813232;0.0;0.009566783905029297;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;identity;(100, 40, 20);invscaling;500000;adam +0.48790764808654785;0.0;0.011336326599121094;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;identity;(100, 60, 40);invscaling;500000;adam +0.5029001235961914;0.0;0.017494916915893555;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;identity;(100, 60, 100);invscaling;500000;adam +0.8888359069824219;0.0;0.011723995208740234;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;identity;(100, 100, 100);constant;500000;adam +28.114.988.803.863.500;0.0;0.01330709457397461;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;logistic;(90, 90);constant;500000;adam +19.937.539.100.646.900;0.0;0.011141061782836914;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;logistic;(20, 20, 60);adaptive;500000;adam +19.902.069.568.634.000;0.0;0.00937199592590332;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;logistic;(20, 100, 60);invscaling;500000;adam +16.717.720.031.738.200;0.0;0.008841991424560547;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;logistic;(40, 20, 60);adaptive;500000;adam +18.208.560.943.603.500;0.0;0.009915828704833984;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;logistic;(40, 20, 100);invscaling;500000;adam +24.218.709.468.841.500;0.0;0.009170055389404297;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;logistic;(40, 100, 60);constant;500000;adam +2.120.121.955.871.580;0.0;0.01233816146850586;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;logistic;(40, 100, 60);invscaling;500000;adam +2.607.177.972.793.570;0.0;0.008461952209472656;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;logistic;(40, 100, 100);adaptive;500000;adam +15.284.290.313.720.700;0.0;0.008279085159301758;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;logistic;(60, 20, 100);constant;500000;adam +18.987.441.062.927.200;0.0;0.008200883865356445;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;logistic;(60, 40, 80);invscaling;500000;adam +1.975.130.319.595.330;0.0;0.009145021438598633;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;logistic;(60, 80, 60);adaptive;500000;adam +2.735.074.043.273.920;0.0;0.010445833206176758;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;logistic;(60, 100, 80);constant;500000;adam +16.511.058.807.373.000;0.0;0.009145975112915039;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;logistic;(80, 20, 80);adaptive;500000;adam +18.159.990.310.668.900;0.0;0.014292001724243164;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;logistic;(80, 60, 40);invscaling;500000;adam +23.187.670.707.702.600;0.0;0.009560108184814453;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;logistic;(80, 100, 40);invscaling;500000;adam +22.818.763.256.073;0.0;0.009261846542358398;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;logistic;(80, 100, 100);invscaling;500000;adam +2.659.503.221.511.840;0.0;0.00878000259399414;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;logistic;(80, 100, 100);adaptive;500000;adam +19.397.108.554.840.000;0.0;0.009675025939941406;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;logistic;(100, 80, 100);invscaling;500000;adam +0.78826904296875;0.0;0.01378011703491211;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;tanh;(30, 45);constant;500000;sgd +2.554.438.829.421.990;0.0;0.008796930313110352;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;tanh;(20, 60, 100);adaptive;500000;sgd +3.134.489.059.448.240;0.0;0.008997917175292969;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;tanh;(20, 80, 100);adaptive;500000;sgd +2.282.006.025.314.330;0.0;0.009067058563232422;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;tanh;(20, 100, 60);constant;500000;sgd +18.675.851.821.899.400;0.0;0.009546041488647461;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;tanh;(40, 80, 40);adaptive;500000;sgd +2.572.505.235.671.990;0.0;0.009557962417602539;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;tanh;(40, 80, 80);adaptive;500000;sgd +2.451.035.261.154.170;0.0;0.014266729354858398;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;tanh;(60, 40, 40);adaptive;500000;sgd +4.258.226.156.234.740;0.0;0.019710063934326172;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;tanh;(60, 60, 60);adaptive;500000;sgd +3.472.547.769.546.500;0.0;0.012967109680175781;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;tanh;(60, 80, 20);constant;500000;sgd +37.775.261.402.130.100;0.0;0.00869607925415039;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;tanh;(60, 80, 40);adaptive;500000;sgd +22.379.231.452.941.800;0.0;0.009536027908325195;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;tanh;(60, 100, 20);constant;500000;sgd +2.488.253.116.607.660;0.0;0.009226083755493164;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;tanh;(80, 60, 20);adaptive;500000;sgd +36.161.561.012.268.000;0.0;0.009737014770507812;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;tanh;(80, 80, 80);constant;500000;sgd +24.192.566.871.643.000;0.0;0.0101470947265625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;tanh;(80, 100, 20);constant;500000;sgd +2.806.274.652.481.070;0.0;0.00986027717590332;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;tanh;(80, 100, 40);adaptive;500000;sgd +27.632.179.260.253.900;0.0;0.009555816650390625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;tanh;(100, 40, 20);constant;500000;sgd +31.326.770.782.470.700;0.0;0.0170440673828125;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;tanh;(100, 40, 80);constant;500000;sgd +3.291.240.930.557.250;0.0;0.009554386138916016;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;tanh;(100, 60, 40);adaptive;500000;sgd +3.878.660.202.026.360;0.0;0.010241985321044922;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;tanh;(100, 80, 40);adaptive;500000;sgd +30.810.141.563.415.500;0.0;0.010203838348388672;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;tanh;(100, 100, 20);adaptive;500000;sgd +19.652.783.870.697.000;0.0;0.007612943649291992;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;relu;(15, 30);adaptive;500000;sgd +20.656.561.851.501.400;0.0;0.007683753967285156;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;relu;(15, 90);adaptive;500000;sgd +4.226.155.042.648.310;0.0;0.008849859237670898;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;relu;(45, 75);constant;500000;sgd +29.224.181.175.231.900;0.0;0.008673906326293945;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.72;0.72;0.0;4785;0.7586206896551724;0.7586206896551724;0.0;3698;0.8372093023255814;0.8372093023255814;0.0;3657;0.7741935483870969;0.7741935483870969;0.0;3686;MLPClassifier;;;;;;;relu;(45, 90);adaptive;500000;sgd +0.010473012924194336;0.0;0.0034890174865722656;0.0;{'activation': 'identity', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;5;constant;500000;lbfgs +0.012040853500366211;0.0;0.0076940059661865234;0.0;{'activation': 'identity', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;5;invscaling;500000;lbfgs +0.0199429988861084;0.0;0.008048772811889648;0.0;{'activation': 'identity', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;5;adaptive;500000;lbfgs +0.02087092399597168;0.0;0.009405136108398438;0.0;{'activation': 'identity', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;10;constant;500000;lbfgs +0.0335392951965332;0.0;0.007185697555541992;0.0;{'activation': 'identity', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;10;invscaling;500000;lbfgs +0.023812055587768555;0.0;0.008463144302368164;0.0;{'activation': 'identity', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;10;adaptive;500000;lbfgs +0.023027896881103516;0.0;0.007284879684448242;0.0;{'activation': 'identity', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;15;constant;500000;lbfgs +0.02790999412536621;0.0;0.01146388053894043;0.0;{'activation': 'identity', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;15;invscaling;500000;lbfgs +0.029844045639038086;0.0;0.008574962615966797;0.0;{'activation': 'identity', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;15;adaptive;500000;lbfgs +0.29196691513061523;0.0;0.00710296630859375;0.0;{'activation': 'identity', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;15;adaptive;500000;adam +0.03242897987365723;0.0;0.008894920349121094;0.0;{'activation': 'identity', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;20;constant;500000;lbfgs +0.02684307098388672;0.0;0.01059103012084961;0.0;{'activation': 'identity', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;20;invscaling;500000;lbfgs +0.03285408020019531;0.0;0.01096796989440918;0.0;{'activation': 'identity', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;20;adaptive;500000;lbfgs +0.030321121215820312;0.0;0.008009910583496094;0.0;{'activation': 'identity', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;25;constant;500000;lbfgs +0.36833882331848145;0.0;0.00836038589477539;0.0;{'activation': 'identity', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;25;constant;500000;adam +0.028863906860351562;0.0;0.007605075836181641;0.0;{'activation': 'identity', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;25;invscaling;500000;lbfgs +0.031710147857666016;0.0;0.010770082473754883;0.0;{'activation': 'identity', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;25;adaptive;500000;lbfgs +0.025207042694091797;0.0;0.007574796676635742;0.0;{'activation': 'identity', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;30;constant;500000;lbfgs +0.027240276336669922;0.0;0.008091926574707031;0.0;{'activation': 'identity', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;30;invscaling;500000;lbfgs +0.03167390823364258;0.0;0.009113073348999023;0.0;{'activation': 'identity', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;30;adaptive;500000;lbfgs +0.03579282760620117;0.0;0.011214017868041992;0.0;{'activation': 'identity', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;35;constant;500000;lbfgs +0.03653979301452637;0.0;0.008014202117919922;0.0;{'activation': 'identity', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;35;invscaling;500000;lbfgs +0.03261089324951172;0.0;0.008565187454223633;0.0;{'activation': 'identity', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;35;adaptive;500000;lbfgs +0.03273916244506836;0.0;0.013693809509277344;0.0;{'activation': 'identity', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;40;constant;500000;lbfgs +0.06602025032043457;0.0;0.02708601951599121;0.0;{'activation': 'identity', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;40;invscaling;500000;lbfgs +0.0409550666809082;0.0;0.009625911712646484;0.0;{'activation': 'identity', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;40;adaptive;500000;lbfgs +0.03226613998413086;0.0;0.009524106979370117;0.0;{'activation': 'identity', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;45;constant;500000;lbfgs +0.03625297546386719;0.0;0.009894132614135742;0.0;{'activation': 'identity', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;45;invscaling;500000;lbfgs +0.03889322280883789;0.0;0.012204885482788086;0.0;{'activation': 'identity', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;45;adaptive;500000;lbfgs +0.03669095039367676;0.0;0.008040904998779297;0.0;{'activation': 'identity', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;50;constant;500000;lbfgs +0.03589892387390137;0.0;0.010255813598632812;0.0;{'activation': 'identity', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;50;invscaling;500000;lbfgs +0.03834795951843262;0.0;0.008334159851074219;0.0;{'activation': 'identity', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;50;adaptive;500000;lbfgs +0.3269829750061035;0.0;0.010905027389526367;0.0;{'activation': 'identity', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;50;adaptive;500000;adam +0.05033588409423828;0.0;0.007969141006469727;0.0;{'activation': 'identity', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;55;constant;500000;lbfgs +0.04785490036010742;0.0;0.01062917709350586;0.0;{'activation': 'identity', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;55;invscaling;500000;lbfgs +0.4461100101470947;0.0;0.008165121078491211;0.0;{'activation': 'identity', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;55;invscaling;500000;adam +0.04362797737121582;0.0;0.014791250228881836;0.0;{'activation': 'identity', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;55;adaptive;500000;lbfgs +0.03870224952697754;0.0;0.009619951248168945;0.0;{'activation': 'identity', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;60;constant;500000;lbfgs +0.04812288284301758;0.0;0.008549213409423828;0.0;{'activation': 'identity', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;60;invscaling;500000;lbfgs +0.04730868339538574;0.0;0.01050710678100586;0.0;{'activation': 'identity', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;60;adaptive;500000;lbfgs +0.05375218391418457;0.0;0.00803375244140625;0.0;{'activation': 'identity', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;65;constant;500000;lbfgs +0.060227155685424805;0.0;0.009731054306030273;0.0;{'activation': 'identity', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;65;invscaling;500000;lbfgs +0.04814481735229492;0.0;0.009634971618652344;0.0;{'activation': 'identity', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;65;adaptive;500000;lbfgs +0.051004886627197266;0.0;0.012601137161254883;0.0;{'activation': 'identity', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;70;constant;500000;lbfgs +0.051047325134277344;0.0;0.008818864822387695;0.0;{'activation': 'identity', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;70;invscaling;500000;lbfgs +0.04372382164001465;0.0;0.008363008499145508;0.0;{'activation': 'identity', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;70;adaptive;500000;lbfgs +0.06138801574707031;0.0;0.010022878646850586;0.0;{'activation': 'identity', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;75;constant;500000;lbfgs +0.048828125;0.0;0.012434959411621094;0.0;{'activation': 'identity', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;75;invscaling;500000;lbfgs +0.0457611083984375;0.0;0.008709907531738281;0.0;{'activation': 'identity', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;75;adaptive;500000;lbfgs +0.047136783599853516;0.0;0.014388084411621094;0.0;{'activation': 'identity', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;80;constant;500000;lbfgs +0.4567117691040039;0.0;0.014233112335205078;0.0;{'activation': 'identity', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;80;constant;500000;adam +0.04620695114135742;0.0;0.010604143142700195;0.0;{'activation': 'identity', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;80;invscaling;500000;lbfgs +0.3145301342010498;0.0;0.009508848190307617;0.0;{'activation': 'identity', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;80;invscaling;500000;adam +0.050811767578125;0.0;0.00954127311706543;0.0;{'activation': 'identity', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;80;adaptive;500000;lbfgs +0.05576014518737793;0.0;0.010513782501220703;0.0;{'activation': 'identity', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;85;constant;500000;lbfgs +0.49925708770751953;0.0;0.013545751571655273;0.0;{'activation': 'identity', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;85;constant;500000;adam +0.06569504737854004;0.0;0.00978708267211914;0.0;{'activation': 'identity', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;85;invscaling;500000;lbfgs +0.046631813049316406;0.0;0.008501052856445312;0.0;{'activation': 'identity', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;85;adaptive;500000;lbfgs +0.4233987331390381;0.0;0.008916139602661133;0.0;{'activation': 'identity', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;85;adaptive;500000;adam +0.06878113746643066;0.0;0.011014938354492188;0.0;{'activation': 'identity', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;90;constant;500000;lbfgs +0.05537295341491699;0.0;0.008537054061889648;0.0;{'activation': 'identity', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;90;invscaling;500000;lbfgs +0.04902195930480957;0.0;0.010138273239135742;0.0;{'activation': 'identity', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;90;adaptive;500000;lbfgs +0.05883026123046875;0.0;0.008742809295654297;0.0;{'activation': 'identity', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;95;constant;500000;lbfgs +0.056688785552978516;0.0;0.014149188995361328;0.0;{'activation': 'identity', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;95;invscaling;500000;lbfgs +0.046499013900756836;0.0;0.008791208267211914;0.0;{'activation': 'identity', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;95;adaptive;500000;lbfgs +0.056073904037475586;0.0;0.010253190994262695;0.0;{'activation': 'identity', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;100;constant;500000;lbfgs +0.059490203857421875;0.0;0.011111974716186523;0.0;{'activation': 'identity', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;100;invscaling;500000;lbfgs +0.053218841552734375;0.0;0.008311033248901367;0.0;{'activation': 'identity', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;100;adaptive;500000;lbfgs +0.048182010650634766;0.0;0.011518001556396484;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(15, 15);constant;500000;lbfgs +0.44759488105773926;0.0;0.011070966720581055;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(15, 15);constant;500000;adam +0.04679417610168457;0.0;0.008572101593017578;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(15, 15);invscaling;500000;lbfgs +0.04608583450317383;0.0;0.008081912994384766;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(15, 15);adaptive;500000;lbfgs +0.04144906997680664;0.0;0.006365776062011719;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(15, 30);constant;500000;lbfgs +0.05700802803039551;0.0;0.00859975814819336;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(15, 30);invscaling;500000;lbfgs +0.05041623115539551;0.0;0.008693933486938477;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(15, 30);adaptive;500000;lbfgs +0.06538581848144531;0.0;0.012068033218383789;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(15, 45);constant;500000;lbfgs +0.0506739616394043;0.0;0.009699106216430664;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(15, 45);invscaling;500000;lbfgs +0.04733896255493164;0.0;0.010133028030395508;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(15, 45);adaptive;500000;lbfgs +0.058415889739990234;0.0;0.008332967758178711;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(15, 60);constant;500000;lbfgs +0.04124903678894043;0.0;0.012006044387817383;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(15, 60);invscaling;500000;lbfgs +0.06355404853820801;0.0;0.007987022399902344;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(15, 60);adaptive;500000;lbfgs +0.07268500328063965;0.0;0.008454084396362305;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(15, 75);constant;500000;lbfgs +0.06918907165527344;0.0;0.00845789909362793;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(15, 75);invscaling;500000;lbfgs +0.07935309410095215;0.0;0.008655071258544922;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(15, 75);adaptive;500000;lbfgs +0.0634310245513916;0.0;0.008241891860961914;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(15, 90);constant;500000;lbfgs +0.6832189559936523;0.0;0.009647846221923828;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(15, 90);constant;500000;adam +0.07960891723632812;0.0;0.014811038970947266;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(15, 90);invscaling;500000;lbfgs +0.07664823532104492;0.0;0.01031184196472168;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(15, 90);adaptive;500000;lbfgs +0.04861330986022949;0.0;0.008688688278198242;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(30, 15);constant;500000;lbfgs +0.04110217094421387;0.0;0.00868988037109375;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(30, 15);invscaling;500000;lbfgs +0.04947805404663086;0.0;0.010680198669433594;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(30, 15);adaptive;500000;lbfgs +0.05773472785949707;0.0;0.008184194564819336;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(30, 30);constant;500000;lbfgs +0.04894900321960449;0.0;0.010623931884765625;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(30, 30);invscaling;500000;lbfgs +0.05585885047912598;0.0;0.008381843566894531;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(30, 30);adaptive;500000;lbfgs +0.3204772472381592;0.0;0.009439945220947266;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(30, 30);adaptive;500000;adam +0.05012011528015137;0.0;0.009453058242797852;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(30, 45);constant;500000;lbfgs +0.050627946853637695;0.0;0.007874250411987305;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(30, 45);invscaling;500000;lbfgs +0.0664057731628418;0.0;0.010897159576416016;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(30, 45);adaptive;500000;lbfgs +0.39066600799560547;0.0;0.00820302963256836;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(30, 45);adaptive;500000;adam +0.07520699501037598;0.0;0.008893013000488281;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(30, 60);constant;500000;lbfgs +0.06912493705749512;0.0;0.010058164596557617;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(30, 60);invscaling;500000;lbfgs +0.06945180892944336;0.0;0.010658025741577148;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(30, 60);adaptive;500000;lbfgs +0.0758829116821289;0.0;0.013038158416748047;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(30, 75);constant;500000;lbfgs +0.07760071754455566;0.0;0.008422136306762695;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(30, 75);invscaling;500000;lbfgs +0.06403470039367676;0.0;0.00835108757019043;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(30, 75);adaptive;500000;lbfgs +0.09897208213806152;0.0;0.014873027801513672;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(30, 90);constant;500000;lbfgs +0.10588479042053223;0.0;0.011236190795898438;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(30, 90);invscaling;500000;lbfgs +0.08875274658203125;0.0;0.009466171264648438;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(30, 90);adaptive;500000;lbfgs +0.05334591865539551;0.0;0.010808229446411133;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(45, 15);constant;500000;lbfgs +0.052217721939086914;0.0;0.00945425033569336;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(45, 15);invscaling;500000;lbfgs +0.0665130615234375;0.0;0.008852958679199219;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(45, 15);adaptive;500000;lbfgs +0.06781792640686035;0.0;0.008508920669555664;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(45, 30);constant;500000;lbfgs +0.05603480339050293;0.0;0.008012056350708008;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(45, 30);invscaling;500000;lbfgs +0.05957508087158203;0.0;0.011616945266723633;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(45, 30);adaptive;500000;lbfgs +0.5013558864593506;0.0;0.009896278381347656;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(45, 30);adaptive;500000;adam +0.07940316200256348;0.0;0.012938976287841797;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(45, 45);constant;500000;lbfgs +0.07012772560119629;0.0;0.011309146881103516;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(45, 45);invscaling;500000;lbfgs +0.07238507270812988;0.0;0.008806943893432617;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(45, 45);adaptive;500000;lbfgs +0.07166314125061035;0.0;0.009783029556274414;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(45, 60);constant;500000;lbfgs +0.08271074295043945;0.0;0.008176088333129883;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(45, 60);invscaling;500000;lbfgs +0.08719587326049805;0.0;0.011366844177246094;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(45, 60);adaptive;500000;lbfgs +0.09025406837463379;0.0;0.008962154388427734;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(45, 75);constant;500000;lbfgs +0.10933876037597656;0.0;0.008672237396240234;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(45, 75);invscaling;500000;lbfgs +0.10183215141296387;0.0;0.008713006973266602;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(45, 75);adaptive;500000;lbfgs +0.12299609184265137;0.0;0.012631654739379883;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(45, 90);constant;500000;lbfgs +0.12095999717712402;0.0;0.016154050827026367;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(45, 90);invscaling;500000;lbfgs +0.11896491050720215;0.0;0.0068399906158447266;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(45, 90);adaptive;500000;lbfgs +0.05980706214904785;0.0;0.01145172119140625;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 15);constant;500000;lbfgs +0.06394720077514648;0.0;0.012876033782958984;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 15);invscaling;500000;lbfgs +0.07634496688842773;0.0;0.008827924728393555;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 15);adaptive;500000;lbfgs +0.06795096397399902;0.0;0.008486032485961914;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 30);constant;500000;lbfgs +0.06934785842895508;0.0;0.00934910774230957;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 30);invscaling;500000;lbfgs +0.07314205169677734;0.0;0.0088958740234375;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 30);adaptive;500000;lbfgs +0.07562112808227539;0.0;0.009805679321289062;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 45);constant;500000;lbfgs +0.08460068702697754;0.0;0.008059263229370117;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 45);invscaling;500000;lbfgs +0.08386707305908203;0.0;0.008738040924072266;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 45);adaptive;500000;lbfgs +0.10751819610595703;0.0;0.013028860092163086;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 60);constant;500000;lbfgs +0.11751770973205566;0.0;0.012417078018188477;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 60);invscaling;500000;lbfgs +0.1143639087677002;0.0;0.012467145919799805;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 60);adaptive;500000;lbfgs +0.1430189609527588;0.0;0.009145736694335938;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 75);constant;500000;lbfgs +0.11962699890136719;0.0;0.01174306869506836;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 75);invscaling;500000;lbfgs +0.13723373413085938;0.0;0.010633230209350586;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 75);adaptive;500000;lbfgs +0.1496260166168213;0.0;0.009267807006835938;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 90);constant;500000;lbfgs +0.1296229362487793;0.0;0.009283065795898438;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 90);invscaling;500000;lbfgs +0.17153310775756836;0.0;0.010766744613647461;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 90);adaptive;500000;lbfgs +0.07086610794067383;0.0;0.009064912796020508;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(75, 15);constant;500000;lbfgs +0.09470009803771973;0.0;0.011104106903076172;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(75, 15);invscaling;500000;lbfgs +0.06612515449523926;0.0;0.010226964950561523;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(75, 15);adaptive;500000;lbfgs +0.07791590690612793;0.0;0.008946895599365234;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(75, 30);constant;500000;lbfgs +0.09801030158996582;0.0;0.010538816452026367;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(75, 30);invscaling;500000;lbfgs +0.08685302734375;0.0;0.009212970733642578;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(75, 30);adaptive;500000;lbfgs +0.09940886497497559;0.0;0.008855104446411133;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(75, 45);constant;500000;lbfgs +0.48529505729675293;0.0;0.013555049896240234;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(75, 45);constant;500000;adam +0.10441708564758301;0.0;0.009491920471191406;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(75, 45);invscaling;500000;lbfgs +0.45279598236083984;0.0;0.012122154235839844;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(75, 45);invscaling;500000;adam +0.09265804290771484;0.0;0.008862018585205078;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(75, 45);adaptive;500000;lbfgs +0.11130118370056152;0.0;0.015512943267822266;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(75, 60);constant;500000;lbfgs +0.15259003639221191;0.0;0.009222984313964844;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(75, 60);invscaling;500000;lbfgs +0.12520909309387207;0.0;0.014501810073852539;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(75, 60);adaptive;500000;lbfgs +0.15535473823547363;0.0;0.009879112243652344;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(75, 75);constant;500000;lbfgs +0.5366759300231934;0.0;0.009562015533447266;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(75, 75);constant;500000;adam +0.16460800170898438;0.0;0.011144876480102539;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(75, 75);invscaling;500000;lbfgs +0.1501016616821289;0.0;0.00953817367553711;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(75, 75);adaptive;500000;lbfgs +0.1669449806213379;0.0;0.011744976043701172;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(75, 90);constant;500000;lbfgs +0.16138315200805664;0.0;0.010382890701293945;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(75, 90);invscaling;500000;lbfgs +0.1602160930633545;0.0;0.009647130966186523;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(75, 90);adaptive;500000;lbfgs +0.07858991622924805;0.0;0.009659051895141602;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(90, 15);constant;500000;lbfgs +0.08858895301818848;0.0;0.012337207794189453;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(90, 15);invscaling;500000;lbfgs +0.0825657844543457;0.0;0.009739160537719727;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(90, 15);adaptive;500000;lbfgs +0.09602570533752441;0.0;0.009598016738891602;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(90, 30);constant;500000;lbfgs +0.10818982124328613;0.0;0.012732982635498047;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(90, 30);invscaling;500000;lbfgs +0.10004305839538574;0.0;0.013108968734741211;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(90, 30);adaptive;500000;lbfgs +0.10137701034545898;0.0;0.009618043899536133;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(90, 45);constant;500000;lbfgs +0.14177680015563965;0.0;0.01130533218383789;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(90, 45);invscaling;500000;lbfgs +0.12225222587585449;0.0;0.00897669792175293;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(90, 45);adaptive;500000;lbfgs +0.13265705108642578;0.0;0.010512113571166992;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(90, 60);constant;500000;lbfgs +0.14936494827270508;0.0;0.011667966842651367;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(90, 60);invscaling;500000;lbfgs +0.1565229892730713;0.0;0.009305953979492188;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(90, 60);adaptive;500000;lbfgs +0.15956997871398926;0.0;0.009356975555419922;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(90, 75);constant;500000;lbfgs +0.15371918678283691;0.0;0.01619696617126465;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(90, 75);invscaling;500000;lbfgs +0.1797349452972412;0.0;0.009298086166381836;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(90, 75);adaptive;500000;lbfgs +0.20079302787780762;0.0;0.009680032730102539;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(90, 90);constant;500000;lbfgs +0.21151995658874512;0.0;0.012444019317626953;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(90, 90);invscaling;500000;lbfgs +0.21824002265930176;0.0;0.014148950576782227;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(90, 90);adaptive;500000;lbfgs +0.0858917236328125;0.0;0.01190328598022461;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 20, 20);constant;500000;lbfgs +0.08703207969665527;0.0;0.00970005989074707;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 20, 20);invscaling;500000;lbfgs +0.05741429328918457;0.0;0.008749723434448242;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 20, 20);adaptive;500000;lbfgs +0.32915186882019043;0.0;0.012260198593139648;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 20, 20);adaptive;500000;adam +0.0895848274230957;0.0;0.012348175048828125;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 20, 40);constant;500000;lbfgs +0.07726502418518066;0.0;0.009156942367553711;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 20, 40);invscaling;500000;lbfgs +0.09228515625;0.0;0.008375883102416992;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 20, 40);adaptive;500000;lbfgs +0.09791922569274902;0.0;0.009682893753051758;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 20, 60);constant;500000;lbfgs +0.07062125205993652;0.0;0.007932901382446289;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 20, 60);invscaling;500000;lbfgs +0.07665300369262695;0.0;0.00933980941772461;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 20, 60);adaptive;500000;lbfgs +0.1027519702911377;0.0;0.008151054382324219;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 20, 80);constant;500000;lbfgs +0.12112998962402344;0.0;0.010722160339355469;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 20, 80);invscaling;500000;lbfgs +0.09640288352966309;0.0;0.012526273727416992;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 20, 80);adaptive;500000;lbfgs +0.4967679977416992;0.0;0.008562088012695312;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 20, 80);adaptive;500000;adam +0.1218881607055664;0.0;0.010835886001586914;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 20, 100);constant;500000;lbfgs +0.11220908164978027;0.0;0.008438825607299805;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 20, 100);invscaling;500000;lbfgs +0.09388971328735352;0.0;0.01035618782043457;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 20, 100);adaptive;500000;lbfgs +0.09355807304382324;0.0;0.008994817733764648;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 40, 20);constant;500000;lbfgs +0.0870821475982666;0.0;0.01119685173034668;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 40, 20);invscaling;500000;lbfgs +0.07061386108398438;0.0;0.007915735244750977;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 40, 20);adaptive;500000;lbfgs +0.08831000328063965;0.0;0.011532068252563477;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 40, 40);constant;500000;lbfgs +0.1045079231262207;0.0;0.008150100708007812;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 40, 40);invscaling;500000;lbfgs +0.3679659366607666;0.0;0.012909889221191406;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 40, 40);invscaling;500000;adam +0.0983428955078125;0.0;0.00884103775024414;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 40, 40);adaptive;500000;lbfgs +0.10630011558532715;0.0;0.011382102966308594;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 40, 60);constant;500000;lbfgs +0.11452102661132812;0.0;0.00998997688293457;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 40, 60);invscaling;500000;lbfgs +0.09555816650390625;0.0;0.008307933807373047;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 40, 60);adaptive;500000;lbfgs +0.09392309188842773;0.0;0.00949716567993164;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 40, 80);constant;500000;lbfgs +0.12721681594848633;0.0;0.00994420051574707;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 40, 80);invscaling;500000;lbfgs +0.11578178405761719;0.0;0.00861215591430664;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 40, 80);adaptive;500000;lbfgs +0.1395418643951416;0.0;0.00884699821472168;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 40, 100);constant;500000;lbfgs +0.16247200965881348;0.0;0.01004791259765625;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 40, 100);invscaling;500000;lbfgs +0.13942193984985352;0.0;0.009720087051391602;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 40, 100);adaptive;500000;lbfgs +0.10902905464172363;0.0;0.009978771209716797;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 60, 20);constant;500000;lbfgs +0.07851099967956543;0.0;0.015614032745361328;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 60, 20);invscaling;500000;lbfgs +0.08292794227600098;0.0;0.008997201919555664;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 60, 20);adaptive;500000;lbfgs +0.11654400825500488;0.0;0.008887767791748047;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 60, 40);constant;500000;lbfgs +0.5163776874542236;0.0;0.009198188781738281;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 60, 40);constant;500000;adam +0.1150660514831543;0.0;0.00844573974609375;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 60, 40);invscaling;500000;lbfgs +0.11571192741394043;0.0;0.009138822555541992;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 60, 40);adaptive;500000;lbfgs +0.12370872497558594;0.0;0.010262012481689453;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 60, 60);constant;500000;lbfgs +0.5478100776672363;0.0;0.013356685638427734;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 60, 60);constant;500000;adam +0.13878130912780762;0.0;0.019513845443725586;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 60, 60);invscaling;500000;lbfgs +0.4884660243988037;0.0;0.009339094161987305;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 60, 60);invscaling;500000;adam +0.15926718711853027;0.0;0.009636163711547852;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 60, 60);adaptive;500000;lbfgs +0.563391923904419;0.0;0.007388114929199219;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 60, 60);adaptive;500000;adam +0.17717719078063965;0.0;0.01146078109741211;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 60, 80);constant;500000;lbfgs +0.16029882431030273;0.0;0.00934600830078125;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 60, 80);invscaling;500000;lbfgs +0.17551684379577637;0.0;0.008749246597290039;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 60, 80);adaptive;500000;lbfgs +0.6674652099609375;0.0;0.008998870849609375;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 60, 80);adaptive;500000;adam +0.22298192977905273;0.0;0.01324319839477539;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 60, 100);constant;500000;lbfgs +0.19554996490478516;0.0;0.012012004852294922;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 60, 100);invscaling;500000;lbfgs +0.6285200119018555;0.0;0.013211965560913086;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 60, 100);invscaling;500000;adam +0.25754785537719727;0.0;0.012547016143798828;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 60, 100);adaptive;500000;lbfgs +0.12023091316223145;0.0;0.009074926376342773;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 80, 20);constant;500000;lbfgs +0.09360527992248535;0.0;0.010148048400878906;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 80, 20);invscaling;500000;lbfgs +0.10768580436706543;0.0;0.009051084518432617;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 80, 20);adaptive;500000;lbfgs +0.40814208984375;0.0;0.012024164199829102;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 80, 20);adaptive;500000;adam +0.1441817283630371;0.0;0.00892019271850586;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 80, 40);constant;500000;lbfgs +0.12987804412841797;0.0;0.00905609130859375;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 80, 40);invscaling;500000;lbfgs +0.16536402702331543;0.0;0.008878231048583984;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 80, 40);adaptive;500000;lbfgs +0.21047616004943848;0.0;0.009462833404541016;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 80, 60);constant;500000;lbfgs +0.19575977325439453;0.0;0.013314962387084961;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 80, 60);invscaling;500000;lbfgs +0.16757416725158691;0.0;0.010203838348388672;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 80, 60);adaptive;500000;lbfgs +0.39559388160705566;0.0;0.010041236877441406;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 80, 60);adaptive;500000;adam +0.25455403327941895;0.0;0.010442018508911133;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 80, 80);constant;500000;lbfgs +0.22736477851867676;0.0;0.009615182876586914;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 80, 80);invscaling;500000;lbfgs +0.24738311767578125;0.0;0.005319833755493164;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 80, 80);adaptive;500000;lbfgs +0.24426579475402832;0.0;0.009482145309448242;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 80, 100);constant;500000;lbfgs +0.2345106601715088;0.0;0.009754180908203125;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 80, 100);invscaling;500000;lbfgs +0.27121710777282715;0.0;0.01194310188293457;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 80, 100);adaptive;500000;lbfgs +0.13479304313659668;0.0;0.008836030960083008;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 100, 20);constant;500000;lbfgs +0.14977288246154785;0.0;0.009069204330444336;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 100, 20);invscaling;500000;lbfgs +0.13692688941955566;0.0;0.00948786735534668;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 100, 20);adaptive;500000;lbfgs +0.5820229053497314;0.0;0.013983011245727539;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 100, 20);adaptive;500000;adam +0.18209409713745117;0.0;0.010127067565917969;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 100, 40);constant;500000;lbfgs +0.17313504219055176;0.0;0.012418031692504883;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 100, 40);invscaling;500000;lbfgs +0.13460993766784668;0.0;0.01002812385559082;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 100, 40);adaptive;500000;lbfgs +0.23883485794067383;0.0;0.011852025985717773;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 100, 60);constant;500000;lbfgs +0.22315621376037598;0.0;0.009639739990234375;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 100, 60);invscaling;500000;lbfgs +0.22577214241027832;0.0;0.012063026428222656;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 100, 60);adaptive;500000;lbfgs +0.2892143726348877;0.0;0.013151884078979492;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 100, 80);constant;500000;lbfgs +0.2466418743133545;0.0;0.011296272277832031;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 100, 80);invscaling;500000;lbfgs +0.23842692375183105;0.0;0.01044607162475586;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 100, 80);adaptive;500000;lbfgs +0.3529541492462158;0.0;0.011425018310546875;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 100, 100);constant;500000;lbfgs +0.30109286308288574;0.0;0.011710405349731445;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 100, 100);invscaling;500000;lbfgs +0.360821008682251;0.0;0.010137081146240234;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(20, 100, 100);adaptive;500000;lbfgs +0.085784912109375;0.0;0.010179996490478516;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 20, 20);constant;500000;lbfgs +0.0817558765411377;0.0;0.010158061981201172;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 20, 20);invscaling;500000;lbfgs +0.07663083076477051;0.0;0.009901046752929688;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 20, 20);adaptive;500000;lbfgs +0.07535099983215332;0.0;0.011598825454711914;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 20, 40);constant;500000;lbfgs +0.08726096153259277;0.0;0.015281915664672852;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 20, 40);invscaling;500000;lbfgs +0.09128284454345703;0.0;0.008907079696655273;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 20, 40);adaptive;500000;lbfgs +0.07648015022277832;0.0;0.008479833602905273;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 20, 60);constant;500000;lbfgs +0.08323979377746582;0.0;0.011729001998901367;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 20, 60);invscaling;500000;lbfgs +0.08730125427246094;0.0;0.010168075561523438;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 20, 60);adaptive;500000;lbfgs +0.08544516563415527;0.0;0.00959014892578125;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 20, 80);constant;500000;lbfgs +0.1124429702758789;0.0;0.01228022575378418;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 20, 80);invscaling;500000;lbfgs +0.43836498260498047;0.0;0.012017011642456055;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 20, 80);invscaling;500000;adam +0.09931278228759766;0.0;0.016112089157104492;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 20, 80);adaptive;500000;lbfgs +0.13570594787597656;0.0;0.012890100479125977;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 20, 100);constant;500000;lbfgs +0.09607887268066406;0.0;0.010427236557006836;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 20, 100);invscaling;500000;lbfgs +0.12852835655212402;0.0;0.009006738662719727;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 20, 100);adaptive;500000;lbfgs +0.09542608261108398;0.0;0.008939981460571289;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 40, 20);constant;500000;lbfgs +0.10480999946594238;0.0;0.011667966842651367;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 40, 20);invscaling;500000;lbfgs +0.0974128246307373;0.0;0.008683919906616211;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 40, 20);adaptive;500000;lbfgs +0.4086179733276367;0.0;0.008846759796142578;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 40, 20);adaptive;500000;adam +0.10431599617004395;0.0;0.008651018142700195;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 40, 40);constant;500000;lbfgs +0.10181498527526855;0.0;0.011198997497558594;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 40, 40);invscaling;500000;lbfgs +0.0790719985961914;0.0;0.008512020111083984;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 40, 40);adaptive;500000;lbfgs +0.1308751106262207;0.0;0.008557796478271484;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 40, 60);constant;500000;lbfgs +0.09408688545227051;0.0;0.009142160415649414;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 40, 60);invscaling;500000;lbfgs +0.6323180198669434;0.0;0.00939178466796875;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 40, 60);invscaling;500000;adam +0.13493919372558594;0.0;0.008735895156860352;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 40, 60);adaptive;500000;lbfgs +0.12521862983703613;0.0;0.013548135757446289;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 40, 80);constant;500000;lbfgs +0.14095807075500488;0.0;0.010973215103149414;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 40, 80);invscaling;500000;lbfgs +0.40213513374328613;0.0;0.009999990463256836;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 40, 80);invscaling;500000;adam +0.15735197067260742;0.0;0.008868932723999023;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 40, 80);adaptive;500000;lbfgs +0.1556248664855957;0.0;0.00977325439453125;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 40, 100);constant;500000;lbfgs +0.1565570831298828;0.0;0.01208806037902832;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 40, 100);invscaling;500000;lbfgs +0.16866397857666016;0.0;0.009372949600219727;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 40, 100);adaptive;500000;lbfgs +0.11278486251831055;0.0;0.009773015975952148;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 60, 20);constant;500000;lbfgs +0.14230990409851074;0.0;0.012791156768798828;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 60, 20);invscaling;500000;lbfgs +0.10313200950622559;0.0;0.008974075317382812;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 60, 20);adaptive;500000;lbfgs +0.3480501174926758;0.0;0.010361909866333008;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 60, 20);adaptive;500000;adam +0.12653183937072754;0.0;0.010172128677368164;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 60, 40);constant;500000;lbfgs +0.1259138584136963;0.0;0.011317968368530273;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 60, 40);invscaling;500000;lbfgs +0.12493705749511719;0.0;0.006082057952880859;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 60, 40);adaptive;500000;lbfgs +0.15185785293579102;0.0;0.00880885124206543;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 60, 60);constant;500000;lbfgs +0.535930871963501;0.0;0.00929713249206543;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 60, 60);constant;500000;adam +0.19059205055236816;0.0;0.012243986129760742;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 60, 60);invscaling;500000;lbfgs +0.4538900852203369;0.0;0.009160757064819336;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 60, 60);invscaling;500000;adam +0.16646099090576172;0.0;0.008812904357910156;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 60, 60);adaptive;500000;lbfgs +0.18928003311157227;0.0;0.00931406021118164;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 60, 80);constant;500000;lbfgs +0.15177702903747559;0.0;0.010238885879516602;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 60, 80);invscaling;500000;lbfgs +0.18820571899414062;0.0;0.011210203170776367;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 60, 80);adaptive;500000;lbfgs +0.2213449478149414;0.0;0.01077413558959961;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 60, 100);constant;500000;lbfgs +0.20263981819152832;0.0;0.01095724105834961;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 60, 100);invscaling;500000;lbfgs +0.2363598346710205;0.0;0.009632110595703125;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 60, 100);adaptive;500000;lbfgs +0.15526986122131348;0.0;0.010396957397460938;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 80, 20);constant;500000;lbfgs +0.12796592712402344;0.0;0.009217023849487305;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 80, 20);invscaling;500000;lbfgs +0.1363978385925293;0.0;0.009434223175048828;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 80, 20);adaptive;500000;lbfgs +0.15067720413208008;0.0;0.009406089782714844;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 80, 40);constant;500000;lbfgs +0.13730597496032715;0.0;0.010490894317626953;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 80, 40);invscaling;500000;lbfgs +0.18369102478027344;0.0;0.009458065032958984;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 80, 40);adaptive;500000;lbfgs +0.2132401466369629;0.0;0.012602806091308594;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 80, 60);constant;500000;lbfgs +0.22856593132019043;0.0;0.009383916854858398;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 80, 60);invscaling;500000;lbfgs +0.1746978759765625;0.0;0.006972312927246094;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 80, 60);adaptive;500000;lbfgs +0.21179795265197754;0.0;0.011368274688720703;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 80, 80);constant;500000;lbfgs +0.21339821815490723;0.0;0.008714914321899414;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 80, 80);invscaling;500000;lbfgs +0.26070094108581543;0.0;0.018168210983276367;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 80, 80);adaptive;500000;lbfgs +0.30360913276672363;0.0;0.010812759399414062;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 80, 100);constant;500000;lbfgs +0.2680668830871582;0.0;0.013840913772583008;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 80, 100);invscaling;500000;lbfgs +0.3026750087738037;0.0;0.009335994720458984;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 80, 100);adaptive;500000;lbfgs +0.1455988883972168;0.0;0.01161336898803711;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 100, 20);constant;500000;lbfgs +0.19646906852722168;0.0;0.011059045791625977;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 100, 20);invscaling;500000;lbfgs +0.15507102012634277;0.0;0.011576652526855469;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 100, 20);adaptive;500000;lbfgs +0.19062495231628418;0.0;0.010040998458862305;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 100, 40);constant;500000;lbfgs +0.3456900119781494;0.0;0.010081052780151367;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 100, 40);constant;500000;adam +0.2190408706665039;0.0;0.009736061096191406;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 100, 40);invscaling;500000;lbfgs +0.20445799827575684;0.0;0.008734941482543945;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 100, 40);adaptive;500000;lbfgs +0.24111509323120117;0.0;0.009656906127929688;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 100, 60);constant;500000;lbfgs +0.6268608570098877;0.0;0.011587142944335938;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 100, 60);constant;500000;adam +0.23342585563659668;0.0;0.016041994094848633;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 100, 60);invscaling;500000;lbfgs +0.21077299118041992;0.0;0.009956121444702148;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 100, 60);adaptive;500000;lbfgs +0.29351377487182617;0.0;0.01100301742553711;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 100, 80);constant;500000;lbfgs +0.29015088081359863;0.0;0.010175943374633789;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 100, 80);invscaling;500000;lbfgs +0.7019751071929932;0.0;0.014271020889282227;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 100, 80);invscaling;500000;adam +0.2971608638763428;0.0;0.010307073593139648;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 100, 80);adaptive;500000;lbfgs +0.3511478900909424;0.0;0.009160280227661133;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 100, 100);constant;500000;lbfgs +0.3226640224456787;0.0;0.011262893676757812;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 100, 100);invscaling;500000;lbfgs +0.37510108947753906;0.0;0.013422966003417969;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(40, 100, 100);adaptive;500000;lbfgs +0.0823061466217041;0.0;0.009361982345581055;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 20, 20);constant;500000;lbfgs +0.09271502494812012;0.0;0.01023101806640625;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 20, 20);invscaling;500000;lbfgs +0.0779719352722168;0.0;0.009222984313964844;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 20, 20);adaptive;500000;lbfgs +0.08904910087585449;0.0;0.010234832763671875;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 20, 40);constant;500000;lbfgs +0.08173704147338867;0.0;0.009189128875732422;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 20, 40);invscaling;500000;lbfgs +0.07757902145385742;0.0;0.009085893630981445;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 20, 40);adaptive;500000;lbfgs +0.09135198593139648;0.0;0.009870290756225586;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 20, 60);constant;500000;lbfgs +0.10918021202087402;0.0;0.010746955871582031;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 20, 60);invscaling;500000;lbfgs +0.10027599334716797;0.0;0.013010978698730469;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 20, 60);adaptive;500000;lbfgs +0.11150288581848145;0.0;0.010687112808227539;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 20, 80);constant;500000;lbfgs +0.11742591857910156;0.0;0.008898019790649414;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 20, 80);invscaling;500000;lbfgs +0.08935403823852539;0.0;0.009264945983886719;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 20, 80);adaptive;500000;lbfgs +0.11848688125610352;0.0;0.0072247982025146484;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 20, 100);constant;500000;lbfgs +0.12635183334350586;0.0;0.010469198226928711;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 20, 100);invscaling;500000;lbfgs +0.14861702919006348;0.0;0.009727954864501953;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 20, 100);adaptive;500000;lbfgs +0.4364140033721924;0.0;0.013753175735473633;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 20, 100);adaptive;500000;adam +0.09594488143920898;0.0;0.009380102157592773;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 40, 20);constant;500000;lbfgs +0.09682202339172363;0.0;0.008957862854003906;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 40, 20);invscaling;500000;lbfgs +0.08115506172180176;0.0;0.009032964706420898;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 40, 20);adaptive;500000;lbfgs +0.12356305122375488;0.0;0.011260986328125;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 40, 40);constant;500000;lbfgs +0.11141395568847656;0.0;0.011533975601196289;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 40, 40);invscaling;500000;lbfgs +0.11481904983520508;0.0;0.010303974151611328;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 40, 40);adaptive;500000;lbfgs +0.13902902603149414;0.0;0.009899139404296875;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 40, 60);constant;500000;lbfgs +0.11656498908996582;0.0;0.008984804153442383;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 40, 60);invscaling;500000;lbfgs +0.18424582481384277;0.0;0.011217117309570312;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 40, 60);adaptive;500000;lbfgs +0.17400193214416504;0.0;0.011522054672241211;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 40, 80);constant;500000;lbfgs +0.16419720649719238;0.0;0.009305000305175781;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 40, 80);invscaling;500000;lbfgs +0.14953088760375977;0.0;0.009141921997070312;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 40, 80);adaptive;500000;lbfgs +0.4466409683227539;0.0;0.014907121658325195;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 40, 80);adaptive;500000;adam +0.16187381744384766;0.0;0.01456308364868164;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 40, 100);constant;500000;lbfgs +0.17028093338012695;0.0;0.013170957565307617;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 40, 100);invscaling;500000;lbfgs +0.19391989707946777;0.0;0.010117053985595703;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 40, 100);adaptive;500000;lbfgs +0.14296698570251465;0.0;0.009599924087524414;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 60, 20);constant;500000;lbfgs +0.13310790061950684;0.0;0.009069204330444336;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 60, 20);invscaling;500000;lbfgs +0.12098002433776855;0.0;0.010468244552612305;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 60, 20);adaptive;500000;lbfgs +0.1853480339050293;0.0;0.009335994720458984;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 60, 40);constant;500000;lbfgs +0.13689517974853516;0.0;0.009317874908447266;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 60, 40);invscaling;500000;lbfgs +0.5247600078582764;0.0;0.00905299186706543;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 60, 40);invscaling;500000;adam +0.16297388076782227;0.0;0.009363174438476562;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 60, 40);adaptive;500000;lbfgs +0.17848706245422363;0.0;0.017264842987060547;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 60, 60);constant;500000;lbfgs +0.17743206024169922;0.0;0.012214899063110352;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 60, 60);invscaling;500000;lbfgs +0.1941077709197998;0.0;0.013044118881225586;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 60, 60);adaptive;500000;lbfgs +0.2280559539794922;0.0;0.009105205535888672;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 60, 80);constant;500000;lbfgs +0.20695972442626953;0.0;0.009847164154052734;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 60, 80);invscaling;500000;lbfgs +0.18829107284545898;0.0;0.010493040084838867;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 60, 80);adaptive;500000;lbfgs +0.23004794120788574;0.0;0.012390851974487305;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 60, 100);constant;500000;lbfgs +0.2524089813232422;0.0;0.010162115097045898;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 60, 100);invscaling;500000;lbfgs +0.2728257179260254;0.0;0.010057210922241211;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 60, 100);adaptive;500000;lbfgs +0.34714221954345703;0.0;0.015985727310180664;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 60, 100);adaptive;500000;adam +0.17586898803710938;0.0;0.010864973068237305;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 80, 20);constant;500000;lbfgs +0.19010186195373535;0.0;0.011580944061279297;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 80, 20);invscaling;500000;lbfgs +0.17195916175842285;0.0;0.009752035140991211;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 80, 20);adaptive;500000;lbfgs +0.17365193367004395;0.0;0.01201319694519043;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 80, 40);constant;500000;lbfgs +0.21331477165222168;0.0;0.012529373168945312;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 80, 40);invscaling;500000;lbfgs +0.18119001388549805;0.0;0.014313936233520508;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 80, 40);adaptive;500000;lbfgs +0.2332150936126709;0.0;0.009706974029541016;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 80, 60);constant;500000;lbfgs +0.18685388565063477;0.0;0.011644124984741211;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 80, 60);invscaling;500000;lbfgs +0.2172987461090088;0.0;0.011205196380615234;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 80, 60);adaptive;500000;lbfgs +0.24148178100585938;0.0;0.009660005569458008;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 80, 80);constant;500000;lbfgs +0.23055386543273926;0.0;0.010027885437011719;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 80, 80);invscaling;500000;lbfgs +0.24114179611206055;0.0;0.009996175765991211;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 80, 80);adaptive;500000;lbfgs +0.28255295753479004;0.0;0.009879112243652344;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 80, 100);constant;500000;lbfgs +0.2717278003692627;0.0;0.009961843490600586;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 80, 100);invscaling;500000;lbfgs +0.31467700004577637;0.0;0.012303829193115234;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 80, 100);adaptive;500000;lbfgs +0.2265322208404541;0.0;0.011984825134277344;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 100, 20);constant;500000;lbfgs +0.1950232982635498;0.0;0.01717090606689453;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 100, 20);invscaling;500000;lbfgs +0.19393086433410645;0.0;0.011610984802246094;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 100, 20);adaptive;500000;lbfgs +0.2591700553894043;0.0;0.009142160415649414;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 100, 40);constant;500000;lbfgs +0.2841951847076416;0.0;0.012028217315673828;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 100, 40);invscaling;500000;lbfgs +0.3946218490600586;0.0;0.009603023529052734;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 100, 40);invscaling;500000;adam +0.2438218593597412;0.0;0.01272892951965332;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 100, 40);adaptive;500000;lbfgs +0.263883113861084;0.0;0.013075828552246094;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 100, 60);constant;500000;lbfgs +0.2377150058746338;0.0;0.009685039520263672;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 100, 60);invscaling;500000;lbfgs +0.27008914947509766;0.0;0.011466026306152344;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 100, 60);adaptive;500000;lbfgs +0.34795117378234863;0.0;0.010249853134155273;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 100, 80);constant;500000;lbfgs +0.34156012535095215;0.0;0.01059579849243164;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 100, 80);invscaling;500000;lbfgs +0.2782478332519531;0.0;0.009366035461425781;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 100, 80);adaptive;500000;lbfgs +0.33275914192199707;0.0;0.01034402847290039;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 100, 100);constant;500000;lbfgs +0.39089179039001465;0.0;0.011075973510742188;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 100, 100);invscaling;500000;lbfgs +0.3733971118927002;0.0;0.01600790023803711;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(60, 100, 100);adaptive;500000;lbfgs +0.09286999702453613;0.0;0.011293888092041016;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 20, 20);constant;500000;lbfgs +0.08013677597045898;0.0;0.009650945663452148;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 20, 20);invscaling;500000;lbfgs +0.07898116111755371;0.0;0.018138885498046875;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 20, 20);adaptive;500000;lbfgs +0.10071301460266113;0.0;0.00942683219909668;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 20, 40);constant;500000;lbfgs +0.10995197296142578;0.0;0.010921001434326172;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 20, 40);invscaling;500000;lbfgs +0.5929520130157471;0.0;0.01699995994567871;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 20, 40);invscaling;500000;adam +0.11396598815917969;0.0;0.00945901870727539;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 20, 40);adaptive;500000;lbfgs +0.41573405265808105;0.0;0.01405477523803711;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 20, 40);adaptive;500000;adam +0.10336422920227051;0.0;0.009402751922607422;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 20, 60);constant;500000;lbfgs +0.09823894500732422;0.0;0.00913095474243164;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 20, 60);invscaling;500000;lbfgs +0.10572004318237305;0.0;0.01498866081237793;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 20, 60);adaptive;500000;lbfgs +0.11299300193786621;0.0;0.012067079544067383;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 20, 80);constant;500000;lbfgs +0.11819696426391602;0.0;0.009200096130371094;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 20, 80);invscaling;500000;lbfgs +0.13097333908081055;0.0;0.008842945098876953;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 20, 80);adaptive;500000;lbfgs +0.14697694778442383;0.0;0.017138004302978516;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 20, 100);constant;500000;lbfgs +0.13738584518432617;0.0;0.015292167663574219;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 20, 100);invscaling;500000;lbfgs +0.15087199211120605;0.0;0.008192062377929688;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 20, 100);adaptive;500000;lbfgs +0.12230491638183594;0.0;0.014461040496826172;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 40, 20);constant;500000;lbfgs +0.12690997123718262;0.0;0.009865999221801758;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 40, 20);invscaling;500000;lbfgs +0.12500286102294922;0.0;0.013030052185058594;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 40, 20);adaptive;500000;lbfgs +0.13663005828857422;0.0;0.012822628021240234;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 40, 40);constant;500000;lbfgs +0.14786100387573242;0.0;0.00927734375;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 40, 40);invscaling;500000;lbfgs +0.13868093490600586;0.0;0.013434886932373047;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 40, 40);adaptive;500000;lbfgs +0.13924288749694824;0.0;0.009209156036376953;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 40, 60);constant;500000;lbfgs +0.15572500228881836;0.0;0.010431051254272461;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 40, 60);invscaling;500000;lbfgs +0.15617012977600098;0.0;0.009201765060424805;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 40, 60);adaptive;500000;lbfgs +0.16181588172912598;0.0;0.01009988784790039;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 40, 80);constant;500000;lbfgs +0.17665600776672363;0.0;0.012814998626708984;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 40, 80);invscaling;500000;lbfgs +0.17319917678833008;0.0;0.009561777114868164;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 40, 80);adaptive;500000;lbfgs +0.222930908203125;0.0;0.012475013732910156;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 40, 100);constant;500000;lbfgs +0.172166109085083;0.0;0.00974273681640625;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 40, 100);invscaling;500000;lbfgs +0.32822489738464355;0.0;0.009952068328857422;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 40, 100);adaptive;500000;lbfgs +0.5694301128387451;0.0;0.009749889373779297;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 40, 100);adaptive;500000;adam +0.1689920425415039;0.0;0.012360095977783203;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 60, 20);constant;500000;lbfgs +0.18521404266357422;0.0;0.010186910629272461;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 60, 20);invscaling;500000;lbfgs +0.17615723609924316;0.0;0.009741783142089844;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 60, 20);adaptive;500000;lbfgs +0.1577301025390625;0.0;0.017555952072143555;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 60, 40);constant;500000;lbfgs +0.19633173942565918;0.0;0.011024236679077148;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 60, 40);invscaling;500000;lbfgs +0.16930890083312988;0.0;0.010738134384155273;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 60, 40);adaptive;500000;lbfgs +0.19105887413024902;0.0;0.011493206024169922;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 60, 60);constant;500000;lbfgs +0.39101505279541016;0.0;0.00916910171508789;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 60, 60);constant;500000;adam +0.2091217041015625;0.0;0.01186823844909668;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 60, 60);invscaling;500000;lbfgs +0.18305301666259766;0.0;0.01015782356262207;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 60, 60);adaptive;500000;lbfgs +0.2306838035583496;0.0;0.010650157928466797;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 60, 80);constant;500000;lbfgs +0.2221512794494629;0.0;0.01005697250366211;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 60, 80);invscaling;500000;lbfgs +0.24709510803222656;0.0;0.00978994369506836;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 60, 80);adaptive;500000;lbfgs +0.4565541744232178;0.0;0.009541034698486328;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 60, 80);adaptive;500000;adam +0.2366809844970703;0.0;0.009251117706298828;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 60, 100);constant;500000;lbfgs +0.22817778587341309;0.0;0.009531259536743164;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 60, 100);invscaling;500000;lbfgs +0.29731035232543945;0.0;0.009447813034057617;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 60, 100);adaptive;500000;lbfgs +0.2162461280822754;0.0;0.009745121002197266;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 80, 20);constant;500000;lbfgs +0.19242596626281738;0.0;0.012434244155883789;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 80, 20);invscaling;500000;lbfgs +0.1931767463684082;0.0;0.009394407272338867;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 80, 20);adaptive;500000;lbfgs +0.1961526870727539;0.0;0.013236045837402344;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 80, 40);constant;500000;lbfgs +0.22563886642456055;0.0;0.009896993637084961;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 80, 40);invscaling;500000;lbfgs +0.4299278259277344;0.0;0.015176057815551758;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 80, 40);invscaling;500000;adam +0.2178499698638916;0.0;0.011047840118408203;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 80, 40);adaptive;500000;lbfgs +0.2770547866821289;0.0;0.010421991348266602;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 80, 60);constant;500000;lbfgs +0.24082303047180176;0.0;0.00983881950378418;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 80, 60);invscaling;500000;lbfgs +0.2649369239807129;0.0;0.014772891998291016;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 80, 60);adaptive;500000;lbfgs +0.26941800117492676;0.0;0.013069868087768555;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 80, 80);constant;500000;lbfgs +0.2805311679840088;0.0;0.01067495346069336;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 80, 80);invscaling;500000;lbfgs +0.3162119388580322;0.0;0.011838912963867188;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 80, 80);adaptive;500000;lbfgs +0.33918309211730957;0.0;0.014010906219482422;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 80, 100);constant;500000;lbfgs +0.3205749988555908;0.0;0.009990930557250977;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 80, 100);invscaling;500000;lbfgs +0.33712267875671387;0.0;0.012912273406982422;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 80, 100);adaptive;500000;lbfgs +0.23407387733459473;0.0;0.01576399803161621;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 100, 20);constant;500000;lbfgs +0.2257983684539795;0.0;0.01023101806640625;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 100, 20);invscaling;500000;lbfgs +0.2600891590118408;0.0;0.01020503044128418;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 100, 20);adaptive;500000;lbfgs +0.3169867992401123;0.0;0.01027822494506836;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 100, 40);constant;500000;lbfgs +0.2641890048980713;0.0;0.010001182556152344;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 100, 40);invscaling;500000;lbfgs +0.26729798316955566;0.0;0.01316213607788086;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 100, 40);adaptive;500000;lbfgs +0.31057000160217285;0.0;0.009872913360595703;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 100, 60);constant;500000;lbfgs +0.30615687370300293;0.0;0.009440898895263672;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 100, 60);invscaling;500000;lbfgs +0.2991158962249756;0.0;0.011199951171875;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 100, 60);adaptive;500000;lbfgs +0.32243895530700684;0.0;0.011398077011108398;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 100, 80);constant;500000;lbfgs +0.39073991775512695;0.0;0.015491247177124023;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 100, 80);invscaling;500000;lbfgs +0.39328503608703613;0.0;0.009908914566040039;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 100, 80);adaptive;500000;lbfgs +0.41608095169067383;0.0;0.010612964630126953;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 100, 100);constant;500000;lbfgs +0.3948400020599365;0.0;0.013289928436279297;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 100, 100);invscaling;500000;lbfgs +0.39363574981689453;0.0;0.009755134582519531;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(80, 100, 100);adaptive;500000;lbfgs +0.10299515724182129;0.0;0.012475967407226562;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 20, 20);constant;500000;lbfgs +0.12082195281982422;0.0;0.015246868133544922;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 20, 20);invscaling;500000;lbfgs +0.08641791343688965;0.0;0.012472867965698242;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 20, 20);adaptive;500000;lbfgs +0.12537097930908203;0.0;0.00960397720336914;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 20, 40);constant;500000;lbfgs +0.11698508262634277;0.0;0.010760784149169922;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 20, 40);invscaling;500000;lbfgs +0.12564778327941895;0.0;0.009179115295410156;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 20, 40);adaptive;500000;lbfgs +0.13460278511047363;0.0;0.011248111724853516;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 20, 60);constant;500000;lbfgs +0.15836811065673828;0.0;0.011361122131347656;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 20, 60);invscaling;500000;lbfgs +0.13802313804626465;0.0;0.012375831604003906;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 20, 60);adaptive;500000;lbfgs +0.16488409042358398;0.0;0.009458065032958984;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 20, 80);constant;500000;lbfgs +0.12856030464172363;0.0;0.009852886199951172;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 20, 80);invscaling;500000;lbfgs +0.12380075454711914;0.0;0.013092041015625;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 20, 80);adaptive;500000;lbfgs +0.14201068878173828;0.0;0.009559154510498047;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 20, 100);constant;500000;lbfgs +0.1552751064300537;0.0;0.012415170669555664;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 20, 100);invscaling;500000;lbfgs +0.16606783866882324;0.0;0.012985944747924805;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 20, 100);adaptive;500000;lbfgs +0.16245603561401367;0.0;0.010915756225585938;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 40, 20);constant;500000;lbfgs +0.15062499046325684;0.0;0.013290882110595703;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 40, 20);invscaling;500000;lbfgs +0.16579484939575195;0.0;0.011324167251586914;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 40, 20);adaptive;500000;lbfgs +0.1591949462890625;0.0;0.01299905776977539;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 40, 40);constant;500000;lbfgs +0.18594789505004883;0.0;0.010797977447509766;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 40, 40);invscaling;500000;lbfgs +0.15124726295471191;0.0;0.015508890151977539;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 40, 40);adaptive;500000;lbfgs +0.18802905082702637;0.0;0.01020193099975586;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 40, 60);constant;500000;lbfgs +0.20263195037841797;0.0;0.010092973709106445;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 40, 60);invscaling;500000;lbfgs +0.16339492797851562;0.0;0.00954890251159668;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 40, 60);adaptive;500000;lbfgs +0.2016758918762207;0.0;0.009958267211914062;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 40, 80);constant;500000;lbfgs +0.23022103309631348;0.0;0.01125478744506836;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 40, 80);invscaling;500000;lbfgs +0.21603918075561523;0.0;0.01010584831237793;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 40, 80);adaptive;500000;lbfgs +0.28061604499816895;0.0;0.010094642639160156;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 40, 100);constant;500000;lbfgs +0.24613356590270996;0.0;0.014768123626708984;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 40, 100);invscaling;500000;lbfgs +0.2072439193725586;0.0;0.009842872619628906;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 40, 100);adaptive;500000;lbfgs +0.19086575508117676;0.0;0.010685920715332031;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 60, 20);constant;500000;lbfgs +0.21923494338989258;0.0;0.011282920837402344;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 60, 20);invscaling;500000;lbfgs +0.20604991912841797;0.0;0.009807825088500977;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 60, 20);adaptive;500000;lbfgs +0.2276449203491211;0.0;0.008374214172363281;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 60, 40);constant;500000;lbfgs +0.17755889892578125;0.0;0.016962051391601562;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 60, 40);invscaling;500000;lbfgs +0.23574399948120117;0.0;0.009649991989135742;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 60, 40);adaptive;500000;lbfgs +0.23441195487976074;0.0;0.009956836700439453;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 60, 60);constant;500000;lbfgs +0.2132880687713623;0.0;0.010975837707519531;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 60, 60);invscaling;500000;lbfgs +0.21954107284545898;0.0;0.010302066802978516;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 60, 60);adaptive;500000;lbfgs +0.24859094619750977;0.0;0.010205984115600586;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 60, 80);constant;500000;lbfgs +0.2767181396484375;0.0;0.010123968124389648;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 60, 80);invscaling;500000;lbfgs +0.2709670066833496;0.0;0.011293888092041016;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 60, 80);adaptive;500000;lbfgs +0.31144022941589355;0.0;0.010095834732055664;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 60, 100);constant;500000;lbfgs +0.31593799591064453;0.0;0.017563819885253906;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 60, 100);invscaling;500000;lbfgs +0.29377007484436035;0.0;0.016960859298706055;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 60, 100);adaptive;500000;lbfgs +0.23064088821411133;0.0;0.010190010070800781;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 80, 20);constant;500000;lbfgs +0.23851490020751953;0.0;0.012538909912109375;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 80, 20);invscaling;500000;lbfgs +0.2130281925201416;0.0;0.009799003601074219;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 80, 20);adaptive;500000;lbfgs +0.25925779342651367;0.0;0.008279085159301758;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 80, 40);constant;500000;lbfgs +0.23047804832458496;0.0;0.01121211051940918;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 80, 40);invscaling;500000;lbfgs +0.29111814498901367;0.0;0.010125875473022461;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 80, 40);adaptive;500000;lbfgs +0.34580492973327637;0.0;0.011115074157714844;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 80, 60);constant;500000;lbfgs +0.2892451286315918;0.0;0.010428905487060547;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 80, 60);invscaling;500000;lbfgs +0.28759026527404785;0.0;0.01284480094909668;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 80, 60);adaptive;500000;lbfgs +0.3555119037628174;0.0;0.009861230850219727;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 80, 80);constant;500000;lbfgs +0.3684873580932617;0.0;0.009749650955200195;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 80, 80);invscaling;500000;lbfgs +0.3406388759613037;0.0;0.010041236877441406;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 80, 80);adaptive;500000;lbfgs +0.29996490478515625;0.0;0.010071039199829102;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 80, 100);constant;500000;lbfgs +0.33168721199035645;0.0;0.010902166366577148;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 80, 100);invscaling;500000;lbfgs +0.5553719997406006;0.0;0.010223150253295898;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 80, 100);invscaling;500000;adam +0.3905680179595947;0.0;0.009513139724731445;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 80, 100);adaptive;500000;lbfgs +0.28649401664733887;0.0;0.010010242462158203;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 100, 20);constant;500000;lbfgs +0.5080487728118896;0.0;0.011334896087646484;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 100, 20);constant;500000;adam +0.2864651679992676;0.0;0.011974811553955078;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 100, 20);invscaling;500000;lbfgs +0.29861903190612793;0.0;0.010364770889282227;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 100, 20);adaptive;500000;lbfgs +0.3548550605773926;0.0;0.011561870574951172;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 100, 40);constant;500000;lbfgs +0.3294508457183838;0.0;0.015367984771728516;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 100, 40);invscaling;500000;lbfgs +0.3799471855163574;0.0;0.010088920593261719;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 100, 40);adaptive;500000;lbfgs +0.3343517780303955;0.0;0.01170206069946289;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 100, 60);constant;500000;lbfgs +0.3459508419036865;0.0;0.013927221298217773;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 100, 60);invscaling;500000;lbfgs +0.33182501792907715;0.0;0.012389183044433594;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 100, 60);adaptive;500000;lbfgs +0.3504970073699951;0.0;0.013390779495239258;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 100, 80);constant;500000;lbfgs +0.4375178813934326;0.0;0.0112152099609375;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 100, 80);invscaling;500000;lbfgs +0.4641690254211426;0.0;0.010236024856567383;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 100, 80);adaptive;500000;lbfgs +0.4453880786895752;0.0;0.011096954345703125;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 100, 100);constant;500000;lbfgs +0.459913969039917;0.0;0.010893821716308594;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 100, 100);invscaling;500000;lbfgs +0.6055788993835449;0.0;0.01694011688232422;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 100, 100);invscaling;500000;adam +0.4387657642364502;0.0;0.01022791862487793;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'lbfgs'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;identity;(100, 100, 100);adaptive;500000;lbfgs +11.292.850.971.221.900;0.0;0.007885217666625977;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;tanh;(15, 15);adaptive;500000;sgd +1.569.019.079.208.370;0.0;0.008658885955810547;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;tanh;(20, 20, 60);adaptive;500000;sgd +10.059.490.203.857.400;0.0;0.00860595703125;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;tanh;(20, 60, 20);constant;500000;sgd +2.550.240.993.499.750;0.0;0.00901031494140625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;tanh;(20, 60, 100);constant;500000;sgd +2.926.337.718.963.620;0.0;0.009549140930175781;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;tanh;(40, 80, 100);adaptive;500000;sgd +2.903.571.367.263.790;0.0;0.012764930725097656;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;tanh;(60, 20, 60);constant;500000;sgd +2.654.003.858.566.280;0.0;0.012808084487915039;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;tanh;(60, 20, 100);constant;500000;sgd +4.230.792.760.848.990;0.0;0.012768030166625977;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;tanh;(60, 40, 60);constant;500000;sgd +31.372.570.991.516.100;0.0;0.012743949890136719;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;tanh;(60, 60, 40);constant;500000;sgd +293.312.406.539.917;0.0;0.01353311538696289;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;tanh;(60, 60, 100);adaptive;500000;sgd +2.447.902.202.606.200;0.0;0.011143922805786133;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;tanh;(60, 100, 60);adaptive;500000;sgd +4.590.067.148.208.610;0.0;0.009697675704956055;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;tanh;(60, 100, 100);adaptive;500000;sgd +19.597.930.908.203.100;0.0;0.009193897247314453;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;tanh;(80, 40, 40);adaptive;500000;sgd +30.520.222.187.042.200;0.0;0.009392023086547852;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;tanh;(80, 40, 100);adaptive;500000;sgd +19.337.241.649.627.600;0.0;0.00922083854675293;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;tanh;(80, 60, 20);constant;500000;sgd +2.093.647.003.173.820;0.0;0.011465072631835938;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;tanh;(100, 20, 40);constant;500000;sgd +1.899.449.110.031.120;0.0;0.01043701171875;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;tanh;(100, 40, 40);constant;500000;sgd +25.650.458.335.876.400;0.0;0.012761116027832031;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;tanh;(100, 40, 60);constant;500000;sgd +2.876.094.102.859.490;0.0;0.010263919830322266;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;tanh;(100, 40, 100);adaptive;500000;sgd +19.295.680.522.918.700;0.0;0.009902000427246094;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;tanh;(100, 60, 60);constant;500000;sgd +3.261.992.931.365.960;0.0;0.011126995086669922;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;tanh;(100, 60, 80);adaptive;500000;sgd +3.126.322.031.021.110;0.0;0.012004852294921875;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;tanh;(100, 100, 20);constant;500000;sgd +3.837.818.145.751.950;0.0;0.010161876678466797;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;tanh;(100, 100, 40);adaptive;500000;sgd +3.353.388.786.315.910;0.0;0.010123968124389648;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;tanh;(100, 100, 60);constant;500000;sgd +37.010.700.702.667.200;0.0;0.01338505744934082;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;tanh;(100, 100, 80);adaptive;500000;sgd +4.021.834.135.055.540;0.0;0.0076961517333984375;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7291666666666666;0.7291666666666666;0.0;4001;0.7586206896551724;0.7586206896551724;0.0;3698;0.813953488372093;0.813953488372093;0.0;3937;0.7692307692307692;0.7692307692307692;0.0;3782;MLPClassifier;;;;;;;tanh;(100, 100, 100);adaptive;500000;sgd +0.33296704292297363;0.0;0.007503032684326172;0.0;{'activation': 'identity', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;15;constant;500000;adam +0.22322392463684082;0.0;0.011626958847045898;0.0;{'activation': 'identity', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;40;constant;500000;adam +0.3030509948730469;0.0;0.012855052947998047;0.0;{'activation': 'identity', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;45;constant;500000;adam +0.5343172550201416;0.0;0.008941888809204102;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(15, 90);invscaling;500000;adam +0.47426605224609375;0.0;0.007882118225097656;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(15, 90);adaptive;500000;adam +0.36853456497192383;0.0;0.008361339569091797;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(30, 60);invscaling;500000;adam +0.4883699417114258;0.0;0.009608983993530273;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(30, 75);constant;500000;adam +0.5139138698577881;0.0;0.012209177017211914;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(60, 30);adaptive;500000;adam +0.42191410064697266;0.0;0.011195898056030273;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(60, 60);adaptive;500000;adam +0.5596249103546143;0.0;0.016121864318847656;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(60, 75);constant;500000;adam +0.5049159526824951;0.0;0.012644052505493164;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(75, 75);invscaling;500000;adam +0.3379209041595459;0.0;0.009035110473632812;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(90, 30);constant;500000;adam +0.49701905250549316;0.0;0.014531850814819336;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(90, 75);adaptive;500000;adam +0.4882493019104004;0.0;0.008040904998779297;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(20, 20, 60);invscaling;500000;adam +0.5397930145263672;0.0;0.011152029037475586;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(20, 20, 80);constant;500000;adam +0.535942792892456;0.0;0.010483980178833008;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(20, 40, 60);invscaling;500000;adam +0.38971900939941406;0.0;0.011691093444824219;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(20, 40, 100);invscaling;500000;adam +0.7676990032196045;0.0;0.014800071716308594;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(20, 80, 80);constant;500000;adam +0.6507782936096191;0.0;0.010426998138427734;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(20, 80, 80);adaptive;500000;adam +0.39356088638305664;0.0;0.010447025299072266;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(20, 100, 60);invscaling;500000;adam +0.392117977142334;0.0;0.011239767074584961;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(40, 20, 60);adaptive;500000;adam +0.34754395484924316;0.0;0.008769035339355469;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(40, 40, 20);constant;500000;adam +0.5029230117797852;0.0;0.011098146438598633;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(40, 40, 80);adaptive;500000;adam +0.8293960094451904;0.0;0.008594989776611328;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(40, 60, 20);adaptive;500000;sgd +0.7929270267486572;0.0;0.017991065979003906;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(40, 80, 20);constant;500000;sgd +0.658473014831543;0.0;0.010215044021606445;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(40, 80, 100);adaptive;500000;adam +0.6114339828491211;0.0;0.010268926620483398;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(40, 100, 100);constant;500000;adam +0.485858678817749;0.0;0.010135173797607422;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(60, 40, 80);constant;500000;adam +0.4282989501953125;0.0;0.009636163711547852;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(60, 40, 100);invscaling;500000;adam +0.5987210273742676;0.0;0.018403053283691406;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(60, 60, 80);invscaling;500000;adam +0.48432493209838867;0.0;0.011335134506225586;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(60, 60, 80);adaptive;500000;adam +0.4787478446960449;0.0;0.00957489013671875;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(60, 80, 20);invscaling;500000;adam +15.171.172.618.865.900;0.0;0.009389877319335938;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(60, 80, 100);constant;500000;sgd +0.5284631252288818;0.0;0.009852886199951172;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(60, 80, 100);constant;500000;adam +0.5636999607086182;0.0;0.010303020477294922;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(60, 100, 60);adaptive;500000;adam +0.769334077835083;0.0;0.014179706573486328;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(60, 100, 100);constant;500000;adam +0.73384690284729;0.0;0.014278888702392578;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(80, 20, 60);constant;500000;sgd +0.9693620204925537;0.0;0.014287948608398438;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(80, 40, 40);constant;500000;sgd +0.41744422912597656;0.0;0.009217023849487305;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(80, 40, 60);constant;500000;adam +0.3931262493133545;0.0;0.01261591911315918;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(80, 80, 60);adaptive;500000;adam +0.5510637760162354;0.0;0.0113372802734375;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(80, 100, 20);constant;500000;adam +0.3625810146331787;0.0;0.012073040008544922;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(80, 100, 20);adaptive;500000;adam +0.6822419166564941;0.0;0.010061025619506836;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(80, 100, 100);invscaling;500000;adam +0.9749689102172852;0.0;0.012494087219238281;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(100, 20, 40);constant;500000;sgd +0.5024118423461914;0.0;0.015639066696166992;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(100, 20, 80);adaptive;500000;adam +0.4471011161804199;0.0;0.009996891021728516;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;identity;(100, 20, 100);adaptive;500000;adam +11.625.020.503.997.800;0.0;0.007751941680908203;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(30, 15);constant;500000;adam +13.353.369.235.992.400;0.0;0.00832819938659668;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(30, 45);adaptive;500000;adam +15.964.431.762.695.300;0.0;0.008345842361450195;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(30, 75);constant;500000;adam +1.669.677.734.375;0.0;0.008881092071533203;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(30, 75);adaptive;500000;adam +1.540.733.814.239.500;0.0;0.010280370712280273;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(45, 45);constant;500000;adam +15.191.948.413.848.800;0.0;0.008623838424682617;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(45, 45);invscaling;500000;adam +12.862.091.064.453.100;0.0;0.008451700210571289;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(45, 45);adaptive;500000;adam +1.595.008.134.841.910;0.0;0.008607864379882812;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(45, 60);invscaling;500000;adam +16.338.582.038.879.300;0.0;0.008195877075195312;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(45, 75);adaptive;500000;adam +18.482.797.145.843.500;0.0;0.00972127914428711;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(45, 90);constant;500000;adam +1.722.330.093.383.780;0.0;0.008972883224487305;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(45, 90);invscaling;500000;adam +17.929.039.001.464.800;0.0;0.010036945343017578;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(45, 90);adaptive;500000;adam +12.809.278.964.996.300;0.0;0.00916910171508789;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(60, 15);invscaling;500000;adam +1.190.993.070.602.410;0.0;0.009741067886352539;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(60, 45);invscaling;500000;adam +17.764.599.323.272.700;0.0;0.010239124298095703;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(60, 45);adaptive;500000;adam +16.397.628.784.179.600;0.0;0.009625911712646484;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(60, 60);constant;500000;adam +16.443.610.191.345.200;0.0;0.009274005889892578;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(60, 60);invscaling;500000;adam +15.355.567.932.128.900;0.0;0.009390115737915039;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(60, 60);adaptive;500000;adam +17.482.171.058.654.700;0.0;0.009119749069213867;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(60, 75);constant;500000;adam +1.998.974.084.854.120;0.0;0.009449005126953125;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(60, 90);invscaling;500000;adam +18.175.418.376.922.600;0.0;0.011232137680053711;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(60, 90);adaptive;500000;adam +12.917.068.004.608.100;0.0;0.00906825065612793;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(75, 15);constant;500000;adam +12.870.280.742.645.200;0.0;0.012031316757202148;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(75, 15);invscaling;500000;adam +1.761.897.325.515.740;0.0;0.009250640869140625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(75, 30);constant;500000;adam +13.891.162.872.314.400;0.0;0.01716780662536621;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(75, 30);invscaling;500000;adam +145.558.500.289.917;0.0;0.009090185165405273;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(75, 30);adaptive;500000;adam +16.516.599.655.151.300;0.0;0.016015291213989258;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(75, 45);constant;500000;adam +133.707.594.871.521;0.0;0.009908914566040039;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(75, 45);invscaling;500000;adam +15.330.541.133.880.600;0.0;0.009161949157714844;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(75, 45);adaptive;500000;adam +17.804.689.407.348.600;0.0;0.008733987808227539;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(75, 60);constant;500000;adam +16.959.412.097.930.900;0.0;0.009551763534545898;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(75, 60);invscaling;500000;adam +19.896.349.906.921.300;0.0;0.011188983917236328;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(75, 60);adaptive;500000;adam +21.326.510.906.219.400;0.0;0.009823083877563477;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(75, 75);invscaling;500000;adam +18.456.239.700.317.300;0.0;0.009230852127075195;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(75, 75);adaptive;500000;adam +2.232.671.022.415.160;0.0;0.010925054550170898;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(75, 90);constant;500000;adam +22.744.140.625;0.0;0.013412952423095703;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(75, 90);invscaling;500000;adam +21.110.568.046.569.800;0.0;0.012879133224487305;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(75, 90);adaptive;500000;adam +18.305.249.214.172.300;0.0;0.012436151504516602;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(90, 15);invscaling;500000;adam +17.808.079.719.543.400;0.0;0.009588956832885742;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(90, 30);adaptive;500000;adam +2.175.974.130.630.490;0.0;0.009388208389282227;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(90, 45);invscaling;500000;adam +22.742.300.033.569.300;0.0;0.014497041702270508;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(90, 45);adaptive;500000;adam +1.998.749.017.715.450;0.0;0.011605978012084961;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(90, 60);constant;500000;adam +21.187.551.021.575.900;0.0;0.009768962860107422;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(90, 60);invscaling;500000;adam +2.081.231.117.248.530;0.0;0.012341022491455078;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(90, 60);adaptive;500000;adam +2.141.418.933.868.400;0.0;0.009241104125976562;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(90, 75);constant;500000;adam +2.065.336.227.416.990;0.0;0.009211063385009766;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(90, 75);invscaling;500000;adam +2.434.800.148.010.250;0.0;0.012119054794311523;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(90, 75);adaptive;500000;adam +2.511.258.125.305.170;0.0;0.00920867919921875;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(90, 90);invscaling;500000;adam +19.833.109.378.814.600;0.0;0.011231184005737305;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(90, 90);adaptive;500000;adam +1.562.467.098.236.080;0.0;0.011737823486328125;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(20, 20, 60);invscaling;500000;adam +18.474.328.517.913.800;0.0;0.00885009765625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(20, 20, 80);invscaling;500000;adam +16.412.131.786.346.400;0.0;0.011397838592529297;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(20, 40, 40);invscaling;500000;adam +16.019.580.364.227.200;0.0;0.009259939193725586;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(20, 40, 60);invscaling;500000;adam +17.857.708.930.969.200;0.0;0.010416269302368164;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(20, 40, 60);adaptive;500000;adam +2.073.904.037.475.580;0.0;0.008862972259521484;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(20, 40, 80);constant;500000;adam +1.976.227.045.059.200;0.0;0.008706808090209961;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(20, 40, 80);invscaling;500000;adam +1.707.366.943.359.370;0.0;0.011174201965332031;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(20, 60, 60);constant;500000;adam +18.983.631.134.033.200;0.0;0.008523702621459961;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(20, 60, 60);adaptive;500000;adam +16.279.239.654.541.000;0.0;0.008783102035522461;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(20, 60, 80);invscaling;500000;adam +19.537.510.871.887.200;0.0;0.009831905364990234;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(20, 60, 80);adaptive;500000;adam +22.317.800.521.850.500;0.0;0.01063990592956543;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(20, 60, 100);constant;500000;adam +14.776.382.446.289.000;0.0;0.009295940399169922;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(20, 80, 40);adaptive;500000;adam +2.285.433.769.226.070;0.0;0.008894205093383789;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(20, 80, 60);constant;500000;adam +23.154.988.288.879.300;0.0;0.009510278701782227;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(20, 80, 60);invscaling;500000;adam +2.267.585.039.138.790;0.0;0.00987696647644043;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(20, 80, 80);invscaling;500000;adam +29.919.419.288.635.200;0.0;0.011162281036376953;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(20, 80, 100);invscaling;500000;adam +29.097.900.390.625;0.0;0.01442098617553711;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(20, 80, 100);adaptive;500000;adam +19.567.487.239.837.600;0.0;0.01063394546508789;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(20, 100, 40);adaptive;500000;adam +15.765.609.741.210.900;0.0;0.009716987609863281;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(40, 40, 60);constant;500000;adam +17.988.178.730.010.900;0.0;0.008730173110961914;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(40, 40, 60);adaptive;500000;adam +16.196.849.346.160.800;0.0;0.00929403305053711;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(40, 60, 40);adaptive;500000;adam +16.424.813.270.568.800;0.0;0.009407997131347656;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(40, 60, 60);invscaling;500000;adam +17.498.188.018.798.800;0.0;0.009008169174194336;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(40, 60, 80);adaptive;500000;adam +23.542.511.463.165.200;0.0;0.008821964263916016;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(40, 60, 100);constant;500000;adam +2.226.710.796.356.200;0.0;0.008572101593017578;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(40, 60, 100);adaptive;500000;adam +21.685.731.410.980.200;0.0;0.009267091751098633;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(40, 80, 80);constant;500000;adam +19.211.490.154.266.300;0.0;0.011152267456054688;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(40, 80, 80);invscaling;500000;adam +20.844.480.991.363.500;0.0;0.009333610534667969;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(40, 80, 80);adaptive;500000;adam +25.672.550.201.416.000;0.0;0.009158849716186523;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(40, 80, 100);constant;500000;adam +201.819.109.916.687;0.0;0.012538909912109375;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(40, 100, 40);adaptive;500000;adam +22.186.520.099.639.800;0.0;0.009707927703857422;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(40, 100, 60);adaptive;500000;adam +2.320.460.081.100.460;0.0;0.01137995719909668;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(40, 100, 80);invscaling;500000;adam +30.577.280.521.392.800;0.0;0.008502006530761719;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(40, 100, 100);invscaling;500000;adam +16.132.140.159.606.900;0.0;0.008666038513183594;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(60, 20, 80);constant;500000;adam +15.252.747.535.705.500;0.0;0.008543968200683594;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(60, 20, 80);invscaling;500000;adam +17.304.539.680.480.900;0.0;0.0084228515625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(60, 40, 80);adaptive;500000;adam +1.891.329.050.064.080;0.0;0.009689092636108398;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(60, 40, 100);invscaling;500000;adam +16.654.560.565.948.400;0.0;0.009256124496459961;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(60, 60, 40);invscaling;500000;adam +16.710.679.531.097.400;0.0;0.008790016174316406;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(60, 60, 40);adaptive;500000;adam +16.952.509.880.065.900;0.0;0.00894308090209961;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(60, 60, 60);constant;500000;adam +16.799.468.994.140.600;0.0;0.009279966354370117;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(60, 60, 60);adaptive;500000;adam +18.918.628.692.626.900;0.0;0.012571096420288086;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(60, 60, 80);invscaling;500000;adam +205.354.905.128.479;0.0;0.009124040603637695;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(60, 60, 100);constant;500000;adam +1.961.029.052.734.370;0.0;0.009055852890014648;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(60, 80, 40);constant;500000;adam +17.261.581.420.898.400;0.0;0.010262012481689453;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(60, 80, 60);constant;500000;adam +22.535.898.685.455.300;0.0;0.00999307632446289;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(60, 80, 80);invscaling;500000;adam +2.039.576.768.875.120;0.0;0.009862184524536133;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(60, 80, 100);invscaling;500000;adam +21.343.469.619.750.900;0.0;0.01001882553100586;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(60, 80, 100);adaptive;500000;adam +2.154.416.799.545.280;0.0;0.009795188903808594;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(60, 100, 40);adaptive;500000;adam +23.614.420.890.808.100;0.0;0.009265899658203125;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(60, 100, 60);constant;500000;adam +24.884.281.158.447.200;0.0;0.00978398323059082;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(60, 100, 80);invscaling;500000;adam +305.617.618.560.791;0.0;0.009865999221801758;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(60, 100, 80);adaptive;500000;adam +29.099.230.766.296.300;0.0;0.00935673713684082;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(60, 100, 100);invscaling;500000;adam +27.933.907.508.850.000;0.0;0.008717060089111328;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(60, 100, 100);adaptive;500000;adam +13.572.981.357.574.400;0.0;0.009042024612426758;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(80, 40, 40);adaptive;500000;adam +17.966.840.267.181.300;0.0;0.00878596305847168;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(80, 40, 100);constant;500000;adam +2.078.303.098.678.580;0.0;0.009332895278930664;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(80, 40, 100);invscaling;500000;adam +17.865.302.562.713.600;0.0;0.00903177261352539;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(80, 40, 100);adaptive;500000;adam +17.966.499.328.613.200;0.0;0.00860285758972168;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(80, 60, 60);invscaling;500000;adam +20.516.583.919.525.100;0.0;0.009147882461547852;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(80, 60, 80);adaptive;500000;adam +23.767.201.900.482.100;0.0;0.009366989135742188;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(80, 60, 100);constant;500000;adam +1.795.767.068.862.910;0.0;0.009715795516967773;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(80, 80, 40);adaptive;500000;adam +16.285.929.679.870.600;0.0;0.012674093246459961;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(80, 80, 60);invscaling;500000;adam +21.804.468.631.744.300;0.0;0.010118246078491211;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(80, 80, 80);invscaling;500000;adam +27.540.836.334.228.500;0.0;0.009957313537597656;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(80, 80, 100);invscaling;500000;adam +208.086.895.942.688;0.0;0.009649991989135742;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(80, 80, 100);adaptive;500000;adam +20.916.731.357.574.400;0.0;0.00940084457397461;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(80, 100, 60);constant;500000;adam +22.697.620.391.845.700;0.0;0.010184049606323242;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(80, 100, 60);invscaling;500000;adam +21.840.250.492.095.900;0.0;0.009810924530029297;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(80, 100, 60);adaptive;500000;adam +2.828.432.083.129.880;0.0;0.01169896125793457;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(80, 100, 80);invscaling;500000;adam +2.763.270.854.949.950;0.0;0.011674165725708008;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(80, 100, 80);adaptive;500000;adam +14.292.550.086.975.000;0.0;0.008296966552734375;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(100, 20, 80);invscaling;500000;adam +1.868.894.100.189.200;0.0;0.01183176040649414;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(100, 40, 60);constant;500000;adam +18.257.479.667.663.500;0.0;0.009516000747680664;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(100, 40, 80);constant;500000;adam +18.608.629.703.521.700;0.0;0.009910106658935547;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(100, 40, 100);adaptive;500000;adam +17.642.362.117.767.300;0.0;0.013257980346679688;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(100, 60, 40);invscaling;500000;adam +2.053.709.030.151.360;0.0;0.009636163711547852;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(100, 60, 80);invscaling;500000;adam +22.084.691.524.505.600;0.0;0.00868678092956543;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(100, 60, 100);invscaling;500000;adam +2.068.249.225.616.450;0.0;0.009856939315795898;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(100, 60, 100);adaptive;500000;adam +33.601.090.908.050.500;0.0;0.011010885238647461;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(100, 80, 60);adaptive;500000;adam +3.351.699.113.845.820;0.0;0.011080026626586914;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(100, 80, 80);adaptive;500000;adam +22.253.470.420.837.400;0.0;0.009778976440429688;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(100, 100, 40);invscaling;500000;adam +2.493.155.002.593.990;0.0;0.009792089462280273;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(100, 100, 60);constant;500000;adam +26.472.201.347.351.000;0.0;0.01008296012878418;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(100, 100, 60);invscaling;500000;adam +27.339.913.845.062.200;0.0;0.011569738388061523;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(100, 100, 80);constant;500000;adam +32.909.770.011.901.800;0.0;0.008984088897705078;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(100, 100, 100);constant;500000;adam +25.709.381.103.515.600;0.0;0.013553857803344727;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;logistic;(100, 100, 100);invscaling;500000;adam +11.928.739.547.729.400;0.0;0.010595083236694336;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;tanh;(90, 60);constant;500000;sgd +18.678.829.669.952.300;0.0;0.009084939956665039;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;tanh;(40, 40, 80);constant;500000;sgd +2.042.961.835.861.200;0.0;0.009357213973999023;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;tanh;(40, 100, 40);constant;500000;sgd +2.541.797.161.102.290;0.0;0.009534835815429688;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;tanh;(40, 100, 40);adaptive;500000;sgd +2.024.030.923.843.380;0.0;0.012562036514282227;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;tanh;(60, 60, 20);constant;500000;sgd +338.188.099.861.145;0.0;0.01021885871887207;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;tanh;(100, 80, 100);adaptive;500000;sgd +38.596.339.225.769.000;0.0;0.00971531867980957;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;tanh;(100, 100, 60);adaptive;500000;sgd +27.940.869.331.359.800;0.0;0.0074558258056640625;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7391304347826086;0.7391304347826086;0.0;3448;0.7586206896551724;0.7586206896551724;0.0;3698;0.7906976744186046;0.7906976744186046;0.0;4827;0.7640449438202247;0.7640449438202247;0.0;4405;MLPClassifier;;;;;;;relu;(30, 90);adaptive;500000;sgd +0.4668080806732178;0.0;0.021240711212158203;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7586206896551724;0.7586206896551724;0.0;3698;0.7674418604651163;0.7674418604651163;0.0;5116;0.7586206896551724;0.7586206896551724;0.0;4625;MLPClassifier;;;;;;;identity;(20, 20, 80);invscaling;500000;adam +0.6265709400177002;0.0;0.009902715682983398;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.75;0.75;0.0;2954;0.7586206896551724;0.7586206896551724;0.0;3698;0.7674418604651163;0.7674418604651163;0.0;5116;0.7586206896551724;0.7586206896551724;0.0;4625;MLPClassifier;;;;;;;identity;(60, 100, 100);adaptive;500000;adam +11.542.201.042.175.200;0.0;0.009763717651367188;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.75;0.75;0.0;2954;0.7586206896551724;0.7586206896551724;0.0;3698;0.7674418604651163;0.7674418604651163;0.0;5116;0.7586206896551724;0.7586206896551724;0.0;4625;MLPClassifier;;;;;;;identity;(100, 80, 20);constant;500000;sgd +11.001.050.472.259.500;0.0;0.008630990982055664;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7058823529411765;0.7058823529411765;0.0;5203;0.7471264367816092;0.7471264367816092;0.0;4596;0.8372093023255814;0.8372093023255814;0.0;3657;0.7659574468085107;0.7659574468085107;0.0;4403;MLPClassifier;;;;;;;tanh;(20, 60, 40);adaptive;500000;sgd +1.722.193.956.375.120;0.0;0.00956106185913086;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7058823529411765;0.7058823529411765;0.0;5203;0.7471264367816092;0.7471264367816092;0.0;4596;0.8372093023255814;0.8372093023255814;0.0;3657;0.7659574468085107;0.7659574468085107;0.0;4403;MLPClassifier;;;;;;;tanh;(40, 40, 100);constant;500000;sgd +0.3800849914550781;0.0;0.010956048965454102;0.0;{'activation': 'identity', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7471264367816092;0.7471264367816092;0.0;4596;0.813953488372093;0.813953488372093;0.0;3937;0.7608695652173914;0.7608695652173914;0.0;4598;MLPClassifier;;;;;;;identity;5;adaptive;500000;adam +0.3601720333099365;0.0;0.0090179443359375;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7471264367816092;0.7471264367816092;0.0;4596;0.813953488372093;0.813953488372093;0.0;3937;0.7608695652173914;0.7608695652173914;0.0;4598;MLPClassifier;;;;;;;identity;(45, 15);constant;500000;adam +0.4390556812286377;0.0;0.0122833251953125;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7471264367816092;0.7471264367816092;0.0;4596;0.813953488372093;0.813953488372093;0.0;3937;0.7608695652173914;0.7608695652173914;0.0;4598;MLPClassifier;;;;;;;identity;(40, 60, 100);adaptive;500000;adam +0.5650889873504639;0.0;0.008864879608154297;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7471264367816092;0.7471264367816092;0.0;4596;0.813953488372093;0.813953488372093;0.0;3937;0.7608695652173914;0.7608695652173914;0.0;4598;MLPClassifier;;;;;;;identity;(40, 80, 40);invscaling;500000;adam +0.6046409606933594;0.0;0.009887933731079102;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7471264367816092;0.7471264367816092;0.0;4596;0.813953488372093;0.813953488372093;0.0;3937;0.7608695652173914;0.7608695652173914;0.0;4598;MLPClassifier;;;;;;;identity;(40, 80, 80);adaptive;500000;adam +0.45320892333984375;0.0;0.00931406021118164;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7471264367816092;0.7471264367816092;0.0;4596;0.813953488372093;0.813953488372093;0.0;3937;0.7608695652173914;0.7608695652173914;0.0;4598;MLPClassifier;;;;;;;identity;(80, 80, 20);invscaling;500000;adam +0.4106919765472412;0.0;0.009455204010009766;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7471264367816092;0.7471264367816092;0.0;4596;0.813953488372093;0.813953488372093;0.0;3937;0.7608695652173914;0.7608695652173914;0.0;4598;MLPClassifier;;;;;;;identity;(80, 80, 40);adaptive;500000;adam +0.6060590744018555;0.0;0.01040196418762207;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7471264367816092;0.7471264367816092;0.0;4596;0.813953488372093;0.813953488372093;0.0;3937;0.7608695652173914;0.7608695652173914;0.0;4598;MLPClassifier;;;;;;;identity;(100, 80, 20);adaptive;500000;adam +0.5734798908233643;0.0;0.010460853576660156;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7471264367816092;0.7471264367816092;0.0;4596;0.813953488372093;0.813953488372093;0.0;3937;0.7608695652173914;0.7608695652173914;0.0;4598;MLPClassifier;;;;;;;identity;(100, 80, 80);constant;500000;adam +0.711068868637085;0.0;0.010097980499267578;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7471264367816092;0.7471264367816092;0.0;4596;0.813953488372093;0.813953488372093;0.0;3937;0.7608695652173914;0.7608695652173914;0.0;4598;MLPClassifier;;;;;;;identity;(100, 100, 60);invscaling;500000;adam +0.766369104385376;0.0;0.007641792297363281;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7471264367816092;0.7471264367816092;0.0;4596;0.813953488372093;0.813953488372093;0.0;3937;0.7608695652173914;0.7608695652173914;0.0;4598;MLPClassifier;;;;;;;tanh;(30, 30);adaptive;500000;sgd +11.503.901.481.628.400;0.0;0.008055686950683594;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7471264367816092;0.7471264367816092;0.0;4596;0.813953488372093;0.813953488372093;0.0;3937;0.7608695652173914;0.7608695652173914;0.0;4598;MLPClassifier;;;;;;;tanh;(30, 60);adaptive;500000;sgd +1.426.217.794.418.330;0.0;0.0076711177825927734;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7471264367816092;0.7471264367816092;0.0;4596;0.813953488372093;0.813953488372093;0.0;3937;0.7608695652173914;0.7608695652173914;0.0;4598;MLPClassifier;;;;;;;tanh;(20, 20, 80);constant;500000;sgd +30.201.311.111.450.100;0.0;0.010556936264038086;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7471264367816092;0.7471264367816092;0.0;4596;0.813953488372093;0.813953488372093;0.0;3937;0.7608695652173914;0.7608695652173914;0.0;4598;MLPClassifier;;;;;;;tanh;(20, 40, 100);constant;500000;sgd +17.961.688.041.687.000;0.0;0.008481025695800781;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7471264367816092;0.7471264367816092;0.0;4596;0.813953488372093;0.813953488372093;0.0;3937;0.7608695652173914;0.7608695652173914;0.0;4598;MLPClassifier;;;;;;;tanh;(40, 20, 40);adaptive;500000;sgd +11.265.909.671.783.400;0.0;0.009705066680908203;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7471264367816092;0.7471264367816092;0.0;4596;0.813953488372093;0.813953488372093;0.0;3937;0.7608695652173914;0.7608695652173914;0.0;4598;MLPClassifier;;;;;;;tanh;(40, 60, 20);constant;500000;sgd +15.426.759.719.848.600;0.0;0.008634090423583984;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7471264367816092;0.7471264367816092;0.0;4596;0.813953488372093;0.813953488372093;0.0;3937;0.7608695652173914;0.7608695652173914;0.0;4598;MLPClassifier;;;;;;;tanh;(40, 80, 20);constant;500000;sgd +27.160.167.694.091.700;0.0;0.010090112686157227;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7471264367816092;0.7471264367816092;0.0;4596;0.813953488372093;0.813953488372093;0.0;3937;0.7608695652173914;0.7608695652173914;0.0;4598;MLPClassifier;;;;;;;tanh;(40, 100, 60);adaptive;500000;sgd +2.071.544.885.635.370;0.0;0.011416196823120117;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7471264367816092;0.7471264367816092;0.0;4596;0.813953488372093;0.813953488372093;0.0;3937;0.7608695652173914;0.7608695652173914;0.0;4598;MLPClassifier;;;;;;;tanh;(80, 20, 40);adaptive;500000;sgd +24.202.680.587.768.500;0.0;0.013285160064697266;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7471264367816092;0.7471264367816092;0.0;4596;0.813953488372093;0.813953488372093;0.0;3937;0.7608695652173914;0.7608695652173914;0.0;4598;MLPClassifier;;;;;;;tanh;(100, 20, 80);adaptive;500000;sgd +2.582.839.012.145.990;0.0;0.009171009063720703;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7471264367816092;0.7471264367816092;0.0;4596;0.813953488372093;0.813953488372093;0.0;3937;0.7608695652173914;0.7608695652173914;0.0;4598;MLPClassifier;;;;;;;tanh;(100, 60, 20);constant;500000;sgd +2.545.980.930.328.360;0.0;0.009790420532226562;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7471264367816092;0.7471264367816092;0.0;4596;0.813953488372093;0.813953488372093;0.0;3937;0.7608695652173914;0.7608695652173914;0.0;4598;MLPClassifier;;;;;;;tanh;(100, 80, 20);constant;500000;sgd +367.012.095.451.355;0.0;0.010152339935302734;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7471264367816092;0.7471264367816092;0.0;4596;0.813953488372093;0.813953488372093;0.0;3937;0.7608695652173914;0.7608695652173914;0.0;4598;MLPClassifier;;;;;;;tanh;(100, 80, 60);constant;500000;sgd +0.7267029285430908;0.0;0.009971857070922852;0.0;{'activation': 'relu', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7471264367816092;0.7471264367816092;0.0;4596;0.813953488372093;0.813953488372093;0.0;3937;0.7608695652173914;0.7608695652173914;0.0;4598;MLPClassifier;;;;;;;relu;15;constant;500000;sgd +0.7287330627441406;0.0;0.0077550411224365234;0.0;{'activation': 'relu', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7471264367816092;0.7471264367816092;0.0;4596;0.813953488372093;0.813953488372093;0.0;3937;0.7608695652173914;0.7608695652173914;0.0;4598;MLPClassifier;;;;;;;relu;75;adaptive;500000;sgd +66.178.529.262.542.700;0.0;0.009018898010253906;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7471264367816092;0.7471264367816092;0.0;4596;0.813953488372093;0.813953488372093;0.0;3937;0.7608695652173914;0.7608695652173914;0.0;4598;MLPClassifier;;;;;;;relu;(20, 80, 60);adaptive;500000;sgd +0.5296001434326172;0.0;0.012563943862915039;0.0;{'activation': 'identity', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.723404255319149;0.723404255319149;0.0;4684;0.7471264367816092;0.7471264367816092;0.0;4596;0.7906976744186046;0.7906976744186046;0.0;4827;0.7555555555555555;0.7555555555555555;0.0;4629;MLPClassifier;;;;;;;identity;35;invscaling;500000;adam +0.4395408630371094;0.0;0.013404369354248047;0.0;{'activation': 'identity', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.723404255319149;0.723404255319149;0.0;4684;0.7471264367816092;0.7471264367816092;0.0;4596;0.7906976744186046;0.7906976744186046;0.0;4827;0.7555555555555555;0.7555555555555555;0.0;4629;MLPClassifier;;;;;;;identity;40;invscaling;500000;adam +0.3811030387878418;0.0;0.009325981140136719;0.0;{'activation': 'identity', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.723404255319149;0.723404255319149;0.0;4684;0.7471264367816092;0.7471264367816092;0.0;4596;0.7906976744186046;0.7906976744186046;0.0;4827;0.7555555555555555;0.7555555555555555;0.0;4629;MLPClassifier;;;;;;;identity;45;adaptive;500000;adam +0.5999360084533691;0.0;0.010017871856689453;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.723404255319149;0.723404255319149;0.0;4684;0.7471264367816092;0.7471264367816092;0.0;4596;0.7906976744186046;0.7906976744186046;0.0;4827;0.7555555555555555;0.7555555555555555;0.0;4629;MLPClassifier;;;;;;;identity;(20, 60, 20);invscaling;500000;adam +0.5791339874267578;0.0;0.010577917098999023;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.723404255319149;0.723404255319149;0.0;4684;0.7471264367816092;0.7471264367816092;0.0;4596;0.7906976744186046;0.7906976744186046;0.0;4827;0.7555555555555555;0.7555555555555555;0.0;4629;MLPClassifier;;;;;;;identity;(20, 80, 20);adaptive;500000;sgd +0.5499460697174072;0.0;0.008032083511352539;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.723404255319149;0.723404255319149;0.0;4684;0.7471264367816092;0.7471264367816092;0.0;4596;0.7906976744186046;0.7906976744186046;0.0;4827;0.7555555555555555;0.7555555555555555;0.0;4629;MLPClassifier;;;;;;;identity;(20, 100, 80);adaptive;500000;adam +0.5255622863769531;0.0;0.012038946151733398;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.723404255319149;0.723404255319149;0.0;4684;0.7471264367816092;0.7471264367816092;0.0;4596;0.7906976744186046;0.7906976744186046;0.0;4827;0.7555555555555555;0.7555555555555555;0.0;4629;MLPClassifier;;;;;;;identity;(80, 60, 100);invscaling;500000;adam +0.6438651084899902;0.0;0.01641392707824707;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.723404255319149;0.723404255319149;0.0;4684;0.7471264367816092;0.7471264367816092;0.0;4596;0.7906976744186046;0.7906976744186046;0.0;4827;0.7555555555555555;0.7555555555555555;0.0;4629;MLPClassifier;;;;;;;identity;(80, 100, 80);adaptive;500000;adam +1.132.444.143.295.280;0.0;0.00976109504699707;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.723404255319149;0.723404255319149;0.0;4684;0.7471264367816092;0.7471264367816092;0.0;4596;0.7906976744186046;0.7906976744186046;0.0;4827;0.7555555555555555;0.7555555555555555;0.0;4629;MLPClassifier;;;;;;;logistic;(15, 15);invscaling;500000;adam +10.855.298.042.297.300;0.0;0.00943303108215332;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.723404255319149;0.723404255319149;0.0;4684;0.7471264367816092;0.7471264367816092;0.0;4596;0.7906976744186046;0.7906976744186046;0.0;4827;0.7555555555555555;0.7555555555555555;0.0;4629;MLPClassifier;;;;;;;logistic;(15, 30);invscaling;500000;adam +10.357.789.993.286.100;0.0;0.008444070816040039;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.723404255319149;0.723404255319149;0.0;4684;0.7471264367816092;0.7471264367816092;0.0;4596;0.7906976744186046;0.7906976744186046;0.0;4827;0.7555555555555555;0.7555555555555555;0.0;4629;MLPClassifier;;;;;;;tanh;(20, 20, 20);constant;500000;sgd +0.9077589511871338;0.0;0.012911081314086914;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.723404255319149;0.723404255319149;0.0;4684;0.7471264367816092;0.7471264367816092;0.0;4596;0.7906976744186046;0.7906976744186046;0.0;4827;0.7555555555555555;0.7555555555555555;0.0;4629;MLPClassifier;;;;;;;tanh;(20, 80, 20);constant;500000;sgd +2.066.948.175.430.290;0.0;0.010505914688110352;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.723404255319149;0.723404255319149;0.0;4684;0.7471264367816092;0.7471264367816092;0.0;4596;0.7906976744186046;0.7906976744186046;0.0;4827;0.7555555555555555;0.7555555555555555;0.0;4629;MLPClassifier;;;;;;;tanh;(20, 80, 60);constant;500000;sgd +1.981.501.817.703.240;0.0;0.009392023086547852;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.723404255319149;0.723404255319149;0.0;4684;0.7471264367816092;0.7471264367816092;0.0;4596;0.7906976744186046;0.7906976744186046;0.0;4827;0.7555555555555555;0.7555555555555555;0.0;4629;MLPClassifier;;;;;;;tanh;(20, 80, 80);adaptive;500000;sgd +3.731.132.984.161.370;0.0;0.010740995407104492;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.723404255319149;0.723404255319149;0.0;4684;0.7471264367816092;0.7471264367816092;0.0;4596;0.7906976744186046;0.7906976744186046;0.0;4827;0.7555555555555555;0.7555555555555555;0.0;4629;MLPClassifier;;;;;;;tanh;(20, 100, 100);constant;500000;sgd +18.000.292.778.015.100;0.0;0.008234977722167969;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.723404255319149;0.723404255319149;0.0;4684;0.7471264367816092;0.7471264367816092;0.0;4596;0.7906976744186046;0.7906976744186046;0.0;4827;0.7555555555555555;0.7555555555555555;0.0;4629;MLPClassifier;;;;;;;tanh;(40, 20, 40);constant;500000;sgd +18.280.119.895.935.000;0.0;0.008595943450927734;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.723404255319149;0.723404255319149;0.0;4684;0.7471264367816092;0.7471264367816092;0.0;4596;0.7906976744186046;0.7906976744186046;0.0;4827;0.7555555555555555;0.7555555555555555;0.0;4629;MLPClassifier;;;;;;;tanh;(60, 20, 20);constant;500000;sgd +2.586.121.082.305.900;0.0;0.012880086898803711;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.723404255319149;0.723404255319149;0.0;4684;0.7471264367816092;0.7471264367816092;0.0;4596;0.7906976744186046;0.7906976744186046;0.0;4827;0.7555555555555555;0.7555555555555555;0.0;4629;MLPClassifier;;;;;;;tanh;(60, 60, 40);adaptive;500000;sgd +32.775.352.001.190.100;0.0;0.013215780258178711;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.723404255319149;0.723404255319149;0.0;4684;0.7471264367816092;0.7471264367816092;0.0;4596;0.7906976744186046;0.7906976744186046;0.0;4827;0.7555555555555555;0.7555555555555555;0.0;4629;MLPClassifier;;;;;;;tanh;(60, 100, 100);constant;500000;sgd +21.177.420.616.149.900;0.0;0.014333009719848633;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.723404255319149;0.723404255319149;0.0;4684;0.7471264367816092;0.7471264367816092;0.0;4596;0.7906976744186046;0.7906976744186046;0.0;4827;0.7555555555555555;0.7555555555555555;0.0;4629;MLPClassifier;;;;;;;tanh;(80, 20, 100);constant;500000;sgd +2.458.760.976.791.380;0.0;0.016978740692138672;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.723404255319149;0.723404255319149;0.0;4684;0.7471264367816092;0.7471264367816092;0.0;4596;0.7906976744186046;0.7906976744186046;0.0;4827;0.7555555555555555;0.7555555555555555;0.0;4629;MLPClassifier;;;;;;;tanh;(80, 40, 60);adaptive;500000;sgd +2.325.417.995.452.880;0.0;0.009788990020751953;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.723404255319149;0.723404255319149;0.0;4684;0.7471264367816092;0.7471264367816092;0.0;4596;0.7906976744186046;0.7906976744186046;0.0;4827;0.7555555555555555;0.7555555555555555;0.0;4629;MLPClassifier;;;;;;;tanh;(80, 40, 80);adaptive;500000;sgd +19.506.771.564.483.600;0.0;0.009585857391357422;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.723404255319149;0.723404255319149;0.0;4684;0.7471264367816092;0.7471264367816092;0.0;4596;0.7906976744186046;0.7906976744186046;0.0;4827;0.7555555555555555;0.7555555555555555;0.0;4629;MLPClassifier;;;;;;;tanh;(80, 60, 100);constant;500000;sgd +2.953.956.127.166.740;0.0;0.011464834213256836;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.723404255319149;0.723404255319149;0.0;4684;0.7471264367816092;0.7471264367816092;0.0;4596;0.7906976744186046;0.7906976744186046;0.0;4827;0.7555555555555555;0.7555555555555555;0.0;4629;MLPClassifier;;;;;;;tanh;(80, 80, 60);adaptive;500000;sgd +1.927.582.025.527.950;0.0;0.009193181991577148;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.723404255319149;0.723404255319149;0.0;4684;0.7471264367816092;0.7471264367816092;0.0;4596;0.7906976744186046;0.7906976744186046;0.0;4827;0.7555555555555555;0.7555555555555555;0.0;4629;MLPClassifier;;;;;;;tanh;(100, 40, 20);adaptive;500000;sgd +2.538.641.929.626.460;0.0;0.009801864624023438;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.723404255319149;0.723404255319149;0.0;4684;0.7471264367816092;0.7471264367816092;0.0;4596;0.7906976744186046;0.7906976744186046;0.0;4827;0.7555555555555555;0.7555555555555555;0.0;4629;MLPClassifier;;;;;;;tanh;(100, 40, 40);adaptive;500000;sgd +0.7716243267059326;0.0;0.008974790573120117;0.0;{'activation': 'relu', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.723404255319149;0.723404255319149;0.0;4684;0.7471264367816092;0.7471264367816092;0.0;4596;0.7906976744186046;0.7906976744186046;0.0;4827;0.7555555555555555;0.7555555555555555;0.0;4629;MLPClassifier;;;;;;;relu;85;constant;500000;sgd +3.489.871.025.085.440;0.0;0.010581016540527344;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.723404255319149;0.723404255319149;0.0;4684;0.7471264367816092;0.7471264367816092;0.0;4596;0.7906976744186046;0.7906976744186046;0.0;4827;0.7555555555555555;0.7555555555555555;0.0;4629;MLPClassifier;;;;;;;relu;(20, 100, 20);adaptive;500000;sgd +0.35885095596313477;0.0;0.008172035217285156;0.0;{'activation': 'identity', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;identity;15;invscaling;500000;adam +0.3974568843841553;0.0;0.008387088775634766;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;identity;(45, 30);constant;500000;sgd +0.6835248470306396;0.0;0.008867025375366211;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;identity;(20, 60, 80);constant;500000;sgd +0.4608588218688965;0.0;0.009450912475585938;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;identity;(40, 20, 60);constant;500000;sgd +0.6938591003417969;0.0;0.00959014892578125;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;identity;(40, 40, 80);constant;500000;sgd +16.518.290.042.877.100;0.0;0.01120901107788086;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;identity;(40, 100, 80);adaptive;500000;sgd +1.301.151.990.890.500;0.0;0.010394096374511719;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;identity;(40, 100, 100);constant;500000;sgd +0.7471179962158203;0.0;0.010715007781982422;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;identity;(60, 60, 40);constant;500000;sgd +0.5878028869628906;0.0;0.011379003524780273;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;identity;(60, 80, 20);constant;500000;sgd +0.6157100200653076;0.0;0.012770891189575195;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;identity;(60, 80, 100);adaptive;500000;adam +0.814521074295044;0.0;0.01479196548461914;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;identity;(100, 40, 40);constant;500000;sgd +12.234.208.583.831.700;0.0;0.009341955184936523;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;identity;(100, 100, 20);constant;500000;sgd +0.8548600673675537;0.0;0.009618759155273438;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;40;adaptive;500000;adam +0.8513820171356201;0.0;0.007864952087402344;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;45;invscaling;500000;adam +10.032.968.521.118.100;0.0;0.007990121841430664;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;60;invscaling;500000;adam +0.9832699298858643;0.0;0.00775909423828125;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;60;adaptive;500000;adam +10.191.240.310.668.900;0.0;0.00790715217590332;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;65;constant;500000;adam +1.242.772.102.355.950;0.0;0.013020992279052734;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;70;constant;500000;adam +10.487.098.693.847.600;0.0;0.007935285568237305;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;70;invscaling;500000;adam +0.9729180335998535;0.0;0.009497880935668945;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;70;adaptive;500000;adam +11.621.770.858.764.600;0.0;0.00754094123840332;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;75;constant;500000;adam +10.967.738.628.387.400;0.0;0.008826971054077148;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;75;invscaling;500000;adam +1.080.902.099.609.370;0.0;0.00850677490234375;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;75;adaptive;500000;adam +11.606.671.810.150.100;0.0;0.007311820983886719;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;80;constant;500000;adam +1.089.374.303.817.740;0.0;0.008064985275268555;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;80;invscaling;500000;adam +12.255.010.604.858.300;0.0;0.008235931396484375;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;80;adaptive;500000;adam +1.293.605.089.187.620;0.0;0.009273290634155273;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;85;constant;500000;adam +12.307.231.426.239.000;0.0;0.008156776428222656;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;85;invscaling;500000;adam +11.865.489.482.879.600;0.0;0.00879216194152832;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;85;adaptive;500000;adam +11.084.480.285.644.500;0.0;0.010090827941894531;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;90;constant;500000;adam +1.242.096.185.684.200;0.0;0.008035659790039062;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;90;invscaling;500000;adam +12.803.208.827.972.400;0.0;0.008682012557983398;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;90;adaptive;500000;adam +16.431.498.527.526.800;0.0;0.007938146591186523;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;95;constant;500000;adam +12.690.811.157.226.500;0.0;0.008970022201538086;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;95;invscaling;500000;adam +12.403.810.024.261.400;0.0;0.00824594497680664;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;95;adaptive;500000;adam +11.138.110.160.827.600;0.0;0.010985851287841797;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;100;constant;500000;adam +13.930.230.140.686.000;0.0;0.011062860488891602;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;100;invscaling;500000;adam +14.546.599.388.122.500;0.0;0.010508060455322266;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;100;adaptive;500000;adam +0.9838731288909912;0.0;0.0084228515625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(15, 30);constant;500000;adam +0.9478130340576172;0.0;0.00863194465637207;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(15, 30);adaptive;500000;adam +11.352.460.384.368.800;0.0;0.007966995239257812;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(15, 45);constant;500000;adam +11.884.799.003.601.000;0.0;0.008985757827758789;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(15, 45);invscaling;500000;adam +1.088.961.124.420.160;0.0;0.007956981658935547;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(15, 45);adaptive;500000;adam +14.854.142.665.863.000;0.0;0.007817983627319336;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(15, 60);invscaling;500000;adam +12.262.701.988.220.200;0.0;0.008152961730957031;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(15, 60);adaptive;500000;adam +16.727.440.357.208.200;0.0;0.008387088775634766;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(15, 75);constant;500000;adam +12.756.900.787.353.500;0.0;0.007476806640625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(15, 75);adaptive;500000;adam +16.009.249.687.194.800;0.0;0.009002923965454102;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(15, 90);constant;500000;adam +13.112.068.176.269.500;0.0;0.014361143112182617;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(15, 90);invscaling;500000;adam +13.990.600.109.100.300;0.0;0.011782169342041016;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(15, 90);adaptive;500000;adam +0.9895741939544678;0.0;0.008163690567016602;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(30, 30);constant;500000;adam +10.191.481.113.433.800;0.0;0.008952856063842773;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(30, 30);invscaling;500000;adam +10.211.830.139.160.100;0.0;0.009156942367553711;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(30, 45);invscaling;500000;adam +15.021.848.678.588.800;0.0;0.008157014846801758;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(30, 60);constant;500000;adam +12.163.209.915.161.100;0.0;0.008359909057617188;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(30, 60);invscaling;500000;adam +13.889.269.828.796.300;0.0;0.00837397575378418;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(30, 60);adaptive;500000;adam +1.381.239.891.052.240;0.0;0.007889032363891602;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(30, 75);invscaling;500000;adam +16.145.069.599.151.600;0.0;0.007828950881958008;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(30, 90);constant;500000;adam +13.959.681.987.762.400;0.0;0.008444070816040039;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(30, 90);invscaling;500000;adam +1.152.479.887.008.660;0.0;0.007792949676513672;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(45, 30);constant;500000;adam +11.458.799.839.019.700;0.0;0.012569189071655273;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(45, 30);adaptive;500000;adam +13.819.139.003.753.600;0.0;0.009386062622070312;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(45, 60);constant;500000;adam +13.601.090.908.050.500;0.0;0.009756803512573242;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(45, 60);adaptive;500000;adam +1.443.260.908.126.830;0.0;0.010020017623901367;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(45, 75);constant;500000;adam +1.473.855.972.290.030;0.0;0.012208938598632812;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(45, 75);invscaling;500000;adam +1.082.150.936.126.700;0.0;0.00892186164855957;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(60, 15);constant;500000;adam +11.641.168.594.360.300;0.0;0.00858616828918457;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(60, 15);adaptive;500000;adam +12.541.098.594.665.500;0.0;0.008882284164428711;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(60, 30);adaptive;500000;adam +14.406.561.851.501.400;0.0;0.012057781219482422;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(60, 45);constant;500000;adam +16.675.288.677.215.500;0.0;0.009505033493041992;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(60, 75);invscaling;500000;adam +17.817.778.587.341.300;0.0;0.00830531120300293;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(60, 75);adaptive;500000;adam +14.847.497.940.063.400;0.0;0.008800983428955078;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(60, 90);constant;500000;adam +19.898.860.454.559.300;0.0;0.009635686874389648;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(75, 75);constant;500000;adam +17.470.698.356.628.400;0.0;0.009901046752929688;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(90, 45);constant;500000;adam +2.043.574.810.028.070;0.0;0.009690046310424805;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;logistic;(100, 100, 60);adaptive;500000;adam +0.47063517570495605;0.0;0.008445978164672852;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;tanh;10;adaptive;500000;sgd +10.109.822.750.091.500;0.0;0.01264190673828125;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;tanh;(15, 45);constant;500000;sgd +35.903.947.353.363.000;0.0;0.00937032699584961;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;tanh;(40, 60, 60);adaptive;500000;sgd +2.805.731.773.376.460;0.0;0.013856887817382812;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;tanh;(40, 60, 80);adaptive;500000;sgd +17.753.398.418.426.500;0.0;0.009739160537719727;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;tanh;(40, 60, 100);constant;500000;sgd +25.156.989.097.595.200;0.0;0.009424209594726562;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;tanh;(40, 80, 60);adaptive;500000;sgd +16.567.308.902.740.400;0.0;0.010181188583374023;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;tanh;(60, 20, 40);adaptive;500000;sgd +25.217.480.659.484.800;0.0;0.013409852981567383;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;tanh;(60, 40, 80);constant;500000;sgd +2.827.387.809.753.410;0.0;0.014409065246582031;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;tanh;(60, 40, 80);adaptive;500000;sgd +18.334.181.308.746.300;0.0;0.00999593734741211;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;tanh;(60, 80, 80);constant;500000;sgd +19.962.129.592.895.500;0.0;0.009803056716918945;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;tanh;(60, 100, 40);constant;500000;sgd +32.964.038.848.876.900;0.0;0.009962081909179688;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;tanh;(60, 100, 40);adaptive;500000;sgd +18.326.129.913.330.000;0.0;0.008604049682617188;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;tanh;(80, 40, 20);constant;500000;sgd +15.206.880.569.458.000;0.0;0.00885009765625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;tanh;(80, 40, 60);constant;500000;sgd +17.293.651.103.973.300;0.0;0.01273488998413086;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;tanh;(80, 60, 40);constant;500000;sgd +27.187.938.690.185.500;0.0;0.010221004486083984;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;tanh;(100, 80, 40);constant;500000;sgd +2.727.708.101.272.580;0.0;0.010174036026000977;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7333333333333333;0.7333333333333333;0.0;3760;0.7471264367816092;0.7471264367816092;0.0;4596;0.7674418604651163;0.7674418604651163;0.0;5116;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;tanh;(100, 80, 100);constant;500000;sgd +0.4981980323791504;0.0;0.010212182998657227;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7441860465116279;0.7441860465116279;0.0;3407;0.7471264367816092;0.7471264367816092;0.0;4596;0.7441860465116279;0.7441860465116279;0.0;5303;0.7441860465116278;0.7441860465116278;0.0;4779;MLPClassifier;;;;;;;identity;(40, 80, 100);constant;500000;adam +0.5538909435272217;0.0;0.010838985443115234;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7441860465116279;0.7441860465116279;0.0;3407;0.7471264367816092;0.7471264367816092;0.0;4596;0.7441860465116279;0.7441860465116279;0.0;5303;0.7441860465116278;0.7441860465116278;0.0;4779;MLPClassifier;;;;;;;identity;(60, 20, 20);constant;500000;sgd +0.34035301208496094;0.0;0.008354902267456055;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7441860465116279;0.7441860465116279;0.0;3407;0.7471264367816092;0.7471264367816092;0.0;4596;0.7441860465116279;0.7441860465116279;0.0;5303;0.7441860465116278;0.7441860465116278;0.0;4779;MLPClassifier;;;;;;;identity;(60, 100, 20);adaptive;500000;adam +0.503382682800293;0.0;0.009658098220825195;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7441860465116279;0.7441860465116279;0.0;3407;0.7471264367816092;0.7471264367816092;0.0;4596;0.7441860465116279;0.7441860465116279;0.0;5303;0.7441860465116278;0.7441860465116278;0.0;4779;MLPClassifier;;;;;;;identity;(80, 20, 100);constant;500000;adam +0.5928280353546143;0.0;0.011870145797729492;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7441860465116279;0.7441860465116279;0.0;3407;0.7471264367816092;0.7471264367816092;0.0;4596;0.7441860465116279;0.7441860465116279;0.0;5303;0.7441860465116278;0.7441860465116278;0.0;4779;MLPClassifier;;;;;;;identity;(80, 40, 100);constant;500000;adam +0.6460230350494385;0.0;0.011831998825073242;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7441860465116279;0.7441860465116279;0.0;3407;0.7471264367816092;0.7471264367816092;0.0;4596;0.7441860465116279;0.7441860465116279;0.0;5303;0.7441860465116278;0.7441860465116278;0.0;4779;MLPClassifier;;;;;;;identity;(80, 80, 80);constant;500000;adam +0.51432204246521;0.0;0.01048588752746582;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7441860465116279;0.7441860465116279;0.0;3407;0.7471264367816092;0.7471264367816092;0.0;4596;0.7441860465116279;0.7441860465116279;0.0;5303;0.7441860465116278;0.7441860465116278;0.0;4779;MLPClassifier;;;;;;;identity;(80, 80, 80);invscaling;500000;adam +0.48403215408325195;0.0;0.01176595687866211;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7441860465116279;0.7441860465116279;0.0;3407;0.7471264367816092;0.7471264367816092;0.0;4596;0.7441860465116279;0.7441860465116279;0.0;5303;0.7441860465116278;0.7441860465116278;0.0;4779;MLPClassifier;;;;;;;identity;(80, 80, 100);adaptive;500000;adam +0.42592501640319824;0.0;0.01203298568725586;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7441860465116279;0.7441860465116279;0.0;3407;0.7471264367816092;0.7471264367816092;0.0;4596;0.7441860465116279;0.7441860465116279;0.0;5303;0.7441860465116278;0.7441860465116278;0.0;4779;MLPClassifier;;;;;;;identity;(100, 60, 40);constant;500000;adam +14.773.070.812.225.300;0.0;0.015289783477783203;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7441860465116279;0.7441860465116279;0.0;3407;0.7471264367816092;0.7471264367816092;0.0;4596;0.7441860465116279;0.7441860465116279;0.0;5303;0.7441860465116278;0.7441860465116278;0.0;4779;MLPClassifier;;;;;;;identity;(100, 60, 40);adaptive;500000;sgd +15.930.919.647.216.700;0.0;0.011861085891723633;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7441860465116279;0.7441860465116279;0.0;3407;0.7471264367816092;0.7471264367816092;0.0;4596;0.7441860465116279;0.7441860465116279;0.0;5303;0.7441860465116278;0.7441860465116278;0.0;4779;MLPClassifier;;;;;;;identity;(100, 100, 60);constant;500000;sgd +0.6887810230255127;0.0;0.013146162033081055;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7441860465116279;0.7441860465116279;0.0;3407;0.7471264367816092;0.7471264367816092;0.0;4596;0.7441860465116279;0.7441860465116279;0.0;5303;0.7441860465116278;0.7441860465116278;0.0;4779;MLPClassifier;;;;;;;identity;(100, 100, 100);adaptive;500000;adam +0.5468192100524902;0.0;0.009452104568481445;0.0;{'activation': 'relu', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7441860465116279;0.7441860465116279;0.0;3407;0.7471264367816092;0.7471264367816092;0.0;4596;0.7441860465116279;0.7441860465116279;0.0;5303;0.7441860465116278;0.7441860465116278;0.0;4779;MLPClassifier;;;;;;;relu;35;constant;500000;sgd +0.7979509830474854;0.0;0.008050918579101562;0.0;{'activation': 'relu', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7441860465116279;0.7441860465116279;0.0;3407;0.7471264367816092;0.7471264367816092;0.0;4596;0.7441860465116279;0.7441860465116279;0.0;5303;0.7441860465116278;0.7441860465116278;0.0;4779;MLPClassifier;;;;;;;relu;35;adaptive;500000;sgd +0.9069550037384033;0.0;0.009775161743164062;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.65625;0.65625;0.0;5596;0.735632183908046;0.735632183908046;0.0;4758;0.9767441860465116;0.9767441860465116;0.0;1284;0.7850467289719625;0.7850467289719625;0.0;3392;MLPClassifier;;;;;;;identity;(60, 80, 100);invscaling;500000;sgd +14.479.470.252.990.700;0.0;0.008460044860839844;0.0;{'activation': 'relu', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.6851851851851852;0.6851851851851852;0.0;5518;0.735632183908046;0.735632183908046;0.0;4758;0.8604651162790697;0.8604651162790697;0.0;3618;0.7628865979381443;0.7628865979381443;0.0;4596;MLPClassifier;;;;;;;relu;5;constant;500000;adam +16.091.728.210.449.200;0.0;0.008656978607177734;0.0;{'activation': 'relu', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.6851851851851852;0.6851851851851852;0.0;5518;0.735632183908046;0.735632183908046;0.0;4758;0.8604651162790697;0.8604651162790697;0.0;3618;0.7628865979381443;0.7628865979381443;0.0;4596;MLPClassifier;;;;;;;relu;10;adaptive;500000;adam +4.947.314.977.645.870;0.0;0.010023832321166992;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6923076923076923;0.6923076923076923;0.0;5442;0.735632183908046;0.735632183908046;0.0;4758;0.8372093023255814;0.8372093023255814;0.0;3657;0.7578947368421053;0.7578947368421053;0.0;4628;MLPClassifier;;;;;;;relu;(20, 40, 40);adaptive;500000;sgd +25.787.880.420.684.800;0.0;0.010026931762695312;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7;0.7;0.0;5308;0.735632183908046;0.735632183908046;0.0;4758;0.813953488372093;0.813953488372093;0.0;3937;0.7526881720430109;0.7526881720430109;0.0;4657;MLPClassifier;;;;;;;tanh;(20, 80, 60);adaptive;500000;sgd +1.976.966.142.654.410;0.0;0.009212970733642578;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7;0.7;0.0;5308;0.735632183908046;0.735632183908046;0.0;4758;0.813953488372093;0.813953488372093;0.0;3937;0.7526881720430109;0.7526881720430109;0.0;4657;MLPClassifier;;;;;;;tanh;(20, 100, 40);constant;500000;sgd +1.666.813.850.402.830;0.0;0.010206937789916992;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7;0.7;0.0;5308;0.735632183908046;0.735632183908046;0.0;4758;0.813953488372093;0.813953488372093;0.0;3937;0.7526881720430109;0.7526881720430109;0.0;4657;MLPClassifier;;;;;;;tanh;(40, 20, 80);constant;500000;sgd +15.507.421.493.530.200;0.0;0.00954580307006836;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7;0.7;0.0;5308;0.735632183908046;0.735632183908046;0.0;4758;0.813953488372093;0.813953488372093;0.0;3937;0.7526881720430109;0.7526881720430109;0.0;4657;MLPClassifier;;;;;;;tanh;(40, 40, 40);adaptive;500000;sgd +1.691.253.900.527.950;0.0;0.009594202041625977;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7;0.7;0.0;5308;0.735632183908046;0.735632183908046;0.0;4758;0.813953488372093;0.813953488372093;0.0;3937;0.7526881720430109;0.7526881720430109;0.0;4657;MLPClassifier;;;;;;;tanh;(60, 20, 20);adaptive;500000;sgd +0.1945819854736328;0.0;0.0060999393463134766;0.0;{'activation': 'identity', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7083333333333334;0.7083333333333334;0.0;5160;0.735632183908046;0.735632183908046;0.0;4758;0.7906976744186046;0.7906976744186046;0.0;4827;0.7472527472527473;0.7472527472527473;0.0;4755;MLPClassifier;;;;;;;identity;10;constant;500000;adam +0.28192687034606934;0.0;0.013447999954223633;0.0;{'activation': 'identity', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7083333333333334;0.7083333333333334;0.0;5160;0.735632183908046;0.735632183908046;0.0;4758;0.7906976744186046;0.7906976744186046;0.0;4827;0.7472527472527473;0.7472527472527473;0.0;4755;MLPClassifier;;;;;;;identity;80;constant;500000;sgd +0.39633631706237793;0.0;0.014770746231079102;0.0;{'activation': 'identity', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7083333333333334;0.7083333333333334;0.0;5160;0.735632183908046;0.735632183908046;0.0;4758;0.7906976744186046;0.7906976744186046;0.0;4827;0.7472527472527473;0.7472527472527473;0.0;4755;MLPClassifier;;;;;;;identity;90;constant;500000;adam +0.9995012283325195;0.0;0.008822917938232422;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7083333333333334;0.7083333333333334;0.0;5160;0.735632183908046;0.735632183908046;0.0;4758;0.7906976744186046;0.7906976744186046;0.0;4827;0.7472527472527473;0.7472527472527473;0.0;4755;MLPClassifier;;;;;;;tanh;(90, 30);adaptive;500000;sgd +16.971.139.907.836.900;0.0;0.010252952575683594;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7083333333333334;0.7083333333333334;0.0;5160;0.735632183908046;0.735632183908046;0.0;4758;0.7906976744186046;0.7906976744186046;0.0;4827;0.7472527472527473;0.7472527472527473;0.0;4755;MLPClassifier;;;;;;;tanh;(20, 60, 60);adaptive;500000;sgd +17.437.078.952.789.300;0.0;0.00927591323852539;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7083333333333334;0.7083333333333334;0.0;5160;0.735632183908046;0.735632183908046;0.0;4758;0.7906976744186046;0.7906976744186046;0.0;4827;0.7472527472527473;0.7472527472527473;0.0;4755;MLPClassifier;;;;;;;tanh;(20, 60, 80);constant;500000;sgd +23.984.429.836.273.100;0.0;0.009099006652832031;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7083333333333334;0.7083333333333334;0.0;5160;0.735632183908046;0.735632183908046;0.0;4758;0.7906976744186046;0.7906976744186046;0.0;4827;0.7472527472527473;0.7472527472527473;0.0;4755;MLPClassifier;;;;;;;tanh;(20, 60, 80);adaptive;500000;sgd +25.937.891.006.469.700;0.0;0.010396957397460938;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7083333333333334;0.7083333333333334;0.0;5160;0.735632183908046;0.735632183908046;0.0;4758;0.7906976744186046;0.7906976744186046;0.0;4827;0.7472527472527473;0.7472527472527473;0.0;4755;MLPClassifier;;;;;;;tanh;(20, 80, 80);constant;500000;sgd +18.711.600.303.649.900;0.0;0.008754968643188477;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7083333333333334;0.7083333333333334;0.0;5160;0.735632183908046;0.735632183908046;0.0;4758;0.7906976744186046;0.7906976744186046;0.0;4827;0.7472527472527473;0.7472527472527473;0.0;4755;MLPClassifier;;;;;;;tanh;(40, 80, 60);constant;500000;sgd +30.520.999.431.610.100;0.0;0.0163729190826416;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7083333333333334;0.7083333333333334;0.0;5160;0.735632183908046;0.735632183908046;0.0;4758;0.7906976744186046;0.7906976744186046;0.0;4827;0.7472527472527473;0.7472527472527473;0.0;4755;MLPClassifier;;;;;;;tanh;(60, 60, 100);constant;500000;sgd +1.376.668.930.053.710;0.0;0.011792898178100586;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7083333333333334;0.7083333333333334;0.0;5160;0.735632183908046;0.735632183908046;0.0;4758;0.7906976744186046;0.7906976744186046;0.0;4827;0.7472527472527473;0.7472527472527473;0.0;4755;MLPClassifier;;;;;;;tanh;(80, 20, 20);constant;500000;sgd +2.583.362.102.508.540;0.0;0.012878894805908203;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7083333333333334;0.7083333333333334;0.0;5160;0.735632183908046;0.735632183908046;0.0;4758;0.7906976744186046;0.7906976744186046;0.0;4827;0.7472527472527473;0.7472527472527473;0.0;4755;MLPClassifier;;;;;;;tanh;(80, 60, 40);adaptive;500000;sgd +2.965.203.046.798.700;0.0;0.009788990020751953;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7083333333333334;0.7083333333333334;0.0;5160;0.735632183908046;0.735632183908046;0.0;4758;0.7906976744186046;0.7906976744186046;0.0;4827;0.7472527472527473;0.7472527472527473;0.0;4755;MLPClassifier;;;;;;;tanh;(80, 80, 40);adaptive;500000;sgd +2.605.689.287.185.660;0.0;0.010086774826049805;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7083333333333334;0.7083333333333334;0.0;5160;0.735632183908046;0.735632183908046;0.0;4758;0.7906976744186046;0.7906976744186046;0.0;4827;0.7472527472527473;0.7472527472527473;0.0;4755;MLPClassifier;;;;;;;tanh;(80, 100, 60);constant;500000;sgd +359.934.401.512.146;0.0;0.009617090225219727;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7083333333333334;0.7083333333333334;0.0;5160;0.735632183908046;0.735632183908046;0.0;4758;0.7906976744186046;0.7906976744186046;0.0;4827;0.7472527472527473;0.7472527472527473;0.0;4755;MLPClassifier;;;;;;;tanh;(80, 100, 100);constant;500000;sgd +32.104.640.007.019.000;0.0;0.009945154190063477;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7083333333333334;0.7083333333333334;0.0;5160;0.735632183908046;0.735632183908046;0.0;4758;0.7906976744186046;0.7906976744186046;0.0;4827;0.7472527472527473;0.7472527472527473;0.0;4755;MLPClassifier;;;;;;;tanh;(80, 100, 100);adaptive;500000;sgd +26.346.468.925.476.000;0.0;0.013503074645996094;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7083333333333334;0.7083333333333334;0.0;5160;0.735632183908046;0.735632183908046;0.0;4758;0.7906976744186046;0.7906976744186046;0.0;4827;0.7472527472527473;0.7472527472527473;0.0;4755;MLPClassifier;;;;;;;tanh;(100, 20, 60);adaptive;500000;sgd +3.826.997.995.376.580;0.0;0.01002812385559082;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7083333333333334;0.7083333333333334;0.0;5160;0.735632183908046;0.735632183908046;0.0;4758;0.7906976744186046;0.7906976744186046;0.0;4827;0.7472527472527473;0.7472527472527473;0.0;4755;MLPClassifier;;;;;;;tanh;(100, 40, 80);adaptive;500000;sgd +27.232.041.358.947.700;0.0;0.010747909545898438;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7083333333333334;0.7083333333333334;0.0;5160;0.735632183908046;0.735632183908046;0.0;4758;0.7906976744186046;0.7906976744186046;0.0;4827;0.7472527472527473;0.7472527472527473;0.0;4755;MLPClassifier;;;;;;;tanh;(100, 80, 20);adaptive;500000;sgd +10.989.360.809.326.100;0.0;0.00841379165649414;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7083333333333334;0.7083333333333334;0.0;5160;0.735632183908046;0.735632183908046;0.0;4758;0.7906976744186046;0.7906976744186046;0.0;4827;0.7472527472527473;0.7472527472527473;0.0;4755;MLPClassifier;;;;;;;relu;(15, 45);constant;500000;sgd +15.116.398.334.503.100;0.0;0.0077822208404541016;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7083333333333334;0.7083333333333334;0.0;5160;0.735632183908046;0.735632183908046;0.0;4758;0.7906976744186046;0.7906976744186046;0.0;4827;0.7472527472527473;0.7472527472527473;0.0;4755;MLPClassifier;;;;;;;relu;(15, 60);adaptive;500000;sgd +20.779.709.815.979.000;0.0;0.009074926376342773;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7083333333333334;0.7083333333333334;0.0;5160;0.735632183908046;0.735632183908046;0.0;4758;0.7906976744186046;0.7906976744186046;0.0;4827;0.7472527472527473;0.7472527472527473;0.0;4755;MLPClassifier;;;;;;;relu;(30, 75);adaptive;500000;sgd +0.011953115463256836;0.0;0.009738922119140625;0.0;{'gamma': 'scale', 'kernel': 'rbf'};0.717391304347826;0.717391304347826;0.0;5;0.735632183908046;0.735632183908046;0.0;1;0.7674418604651163;0.7674418604651163;0.0;1;0.7415730337078652;0.7415730337078652;0.0;1;SVC;scale;rbf;;;;;;;;; +0.2072761058807373;0.0;0.008275985717773438;0.0;{'activation': 'identity', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;identity;10;adaptive;500000;adam +0.45263195037841797;0.0;0.009540796279907227;0.0;{'activation': 'identity', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;identity;20;adaptive;500000;adam +0.3013730049133301;0.0;0.009447813034057617;0.0;{'activation': 'identity', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;identity;30;adaptive;500000;sgd +0.42955589294433594;0.0;0.012505054473876953;0.0;{'activation': 'identity', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;identity;65;constant;500000;adam +0.8591418266296387;0.0;0.008522987365722656;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;identity;(30, 90);adaptive;500000;sgd +0.6913511753082275;0.0;0.008972883224487305;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;identity;(20, 40, 60);adaptive;500000;sgd +0.6831190586090088;0.0;0.010229825973510742;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;identity;(20, 80, 20);constant;500000;sgd +0.958219051361084;0.0;0.011265039443969727;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;identity;(20, 100, 20);constant;500000;sgd +10.374.760.627.746.500;0.0;0.00907588005065918;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;identity;(40, 40, 80);adaptive;500000;sgd +0.6312098503112793;0.0;0.010323047637939453;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;identity;(60, 20, 60);constant;500000;sgd +14.969.573.020.935.000;0.0;0.011081933975219727;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;identity;(60, 40, 80);adaptive;500000;sgd +0.9960770606994629;0.0;0.009504079818725586;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;logistic;(15, 15);constant;500000;adam +0.806725025177002;0.0;0.007906198501586914;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;logistic;(15, 15);adaptive;500000;adam +11.724.121.570.587.100;0.0;0.008649110794067383;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;logistic;(30, 15);invscaling;500000;adam +10.955.901.145.935.000;0.0;0.009755849838256836;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;logistic;(30, 15);adaptive;500000;adam +12.556.381.225.585.900;0.0;0.008185863494873047;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;logistic;(30, 30);adaptive;500000;adam +0.508328914642334;0.0;0.006793975830078125;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;tanh;30;adaptive;500000;sgd +0.3524200916290283;0.0;0.0073089599609375;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;tanh;45;constant;500000;sgd +13.436.470.031.738.200;0.0;0.008862018585205078;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;tanh;(90, 30);constant;500000;sgd +10.156.850.814.819.300;0.0;0.008038043975830078;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;tanh;(20, 40, 20);constant;500000;sgd +18.041.670.322.418.200;0.0;0.008385896682739258;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;tanh;(20, 40, 40);adaptive;500000;sgd +24.803.829.193.115.200;0.0;0.009467124938964844;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;tanh;(20, 80, 40);adaptive;500000;sgd +20.958.709.716.796.800;0.0;0.013935089111328125;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;tanh;(20, 100, 20);constant;500000;sgd +23.424.417.972.564.600;0.0;0.010601997375488281;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;tanh;(20, 100, 80);constant;500000;sgd +34.405.179.023.742.600;0.0;0.010693788528442383;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;tanh;(20, 100, 80);adaptive;500000;sgd +2.052.717.924.118.040;0.0;0.009696006774902344;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;tanh;(40, 20, 80);adaptive;500000;sgd +1.747.006.893.157.950;0.0;0.007824897766113281;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;tanh;(40, 60, 20);adaptive;500000;sgd +2.195.712.089.538.570;0.0;0.00996088981628418;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;tanh;(40, 60, 100);adaptive;500000;sgd +18.213.739.395.141.600;0.0;0.009833097457885742;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;tanh;(40, 80, 100);constant;500000;sgd +17.751.898.765.563.900;0.0;0.010027170181274414;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;tanh;(40, 100, 80);constant;500000;sgd +15.735.690.593.719.400;0.0;0.00903010368347168;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;tanh;(60, 20, 40);constant;500000;sgd +2.405.681.848.526.000;0.0;0.013029813766479492;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;tanh;(60, 60, 80);constant;500000;sgd +17.530.622.482.299.800;0.0;0.008412837982177734;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;tanh;(80, 20, 60);constant;500000;sgd +19.853.019.714.355.400;0.0;0.013801097869873047;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;tanh;(80, 20, 80);constant;500000;sgd +22.676.939.964.294.400;0.0;0.009636878967285156;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;tanh;(80, 60, 80);constant;500000;sgd +18.273.110.389.709.400;0.0;0.00967097282409668;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;tanh;(80, 80, 40);constant;500000;sgd +28.975.329.399.108.800;0.0;0.011053085327148438;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;tanh;(80, 100, 40);constant;500000;sgd +18.138.329.982.757.500;0.0;0.00884103775024414;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;tanh;(100, 20, 20);adaptive;500000;sgd +2.022.469.997.406.000;0.0;0.01627492904663086;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;tanh;(100, 20, 80);constant;500000;sgd +34.093.029.499.053.900;0.0;0.011037111282348633;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;tanh;(100, 80, 60);adaptive;500000;sgd +2.951.292.037.963.860;0.0;0.015411138534545898;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;tanh;(100, 100, 100);constant;500000;sgd +0.8001327514648438;0.0;0.00882720947265625;0.0;{'activation': 'relu', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;relu;65;constant;500000;sgd +0.74440598487854;0.0;0.010251045227050781;0.0;{'activation': 'relu', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.717391304347826;0.717391304347826;0.0;4861;0.735632183908046;0.735632183908046;0.0;4758;0.7674418604651163;0.7674418604651163;0.0;5116;0.7415730337078652;0.7415730337078652;0.0;4794;MLPClassifier;;;;;;;relu;90;constant;500000;sgd +0.5978538990020752;0.0;0.007906198501586914;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;identity;(15, 45);adaptive;500000;sgd +0.49881601333618164;0.0;0.00832509994506836;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;identity;(20, 20, 60);constant;500000;sgd +0.4875209331512451;0.0;0.010390996932983398;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;identity;(20, 20, 100);constant;500000;sgd +10.272.960.662.841.700;0.0;0.013561725616455078;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;identity;(20, 100, 40);constant;500000;sgd +0.7328650951385498;0.0;0.008777856826782227;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;identity;(40, 40, 60);constant;500000;sgd +0.7509360313415527;0.0;0.009735345840454102;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;identity;(40, 60, 100);constant;500000;sgd +0.6505069732666016;0.0;0.009612083435058594;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;identity;(40, 100, 100);invscaling;500000;adam +0.8569447994232178;0.0;0.009308099746704102;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;identity;(60, 20, 20);adaptive;500000;sgd +0.9864623546600342;0.0;0.010029792785644531;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;identity;(60, 60, 60);constant;500000;sgd +12.559.840.679.168.700;0.0;0.011002063751220703;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;identity;(60, 60, 80);adaptive;500000;sgd +12.284.021.377.563.400;0.0;0.010139942169189453;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;identity;(60, 100, 40);constant;500000;sgd +12.801.320.552.825.900;0.0;0.011491060256958008;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;identity;(60, 100, 40);adaptive;500000;sgd +1.312.281.847.000.120;0.0;0.011932134628295898;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;identity;(60, 100, 60);adaptive;500000;sgd +15.131.781.101.226.800;0.0;0.012967824935913086;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;identity;(60, 100, 80);adaptive;500000;sgd +10.348.811.149.597.100;0.0;0.010128974914550781;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;identity;(80, 40, 60);constant;500000;sgd +1.072.324.275.970.450;0.0;0.010765790939331055;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;identity;(80, 40, 60);adaptive;500000;sgd +14.563.589.096.069.300;0.0;0.009840011596679688;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;identity;(80, 40, 80);adaptive;500000;sgd +0.7659859657287598;0.0;0.010473012924194336;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;identity;(80, 60, 40);constant;500000;sgd +11.323.111.057.281.400;0.0;0.019792795181274414;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;identity;(80, 60, 60);adaptive;500000;sgd +0.90254807472229;0.0;0.010048866271972656;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;identity;(80, 60, 100);constant;500000;sgd +10.549.430.847.167.900;0.0;0.010307073593139648;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;identity;(80, 80, 100);constant;500000;sgd +14.249.510.765.075.600;0.0;0.009708166122436523;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;identity;(80, 100, 40);adaptive;500000;sgd +13.007.757.663.726.800;0.0;0.008738040924072266;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;identity;(100, 40, 100);constant;500000;sgd +2.076.616.048.812.860;0.0;0.010196924209594727;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;identity;(100, 100, 80);adaptive;500000;sgd +14.773.879.051.208.400;0.0;0.008220911026000977;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;logistic;60;constant;500000;sgd +2.531.916.856.765.740;0.0;0.009392976760864258;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;tanh;(20, 80, 100);constant;500000;sgd +1.313.431.739.807.120;0.0;0.008661985397338867;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;tanh;(40, 60, 40);adaptive;500000;sgd +38.580.689.430.236.800;0.0;0.01244497299194336;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;tanh;(40, 100, 100);adaptive;500000;sgd +28.255.350.589.752.100;0.0;0.012907028198242188;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;tanh;(60, 60, 60);constant;500000;sgd +2.029.265.880.584.710;0.0;0.009253978729248047;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;tanh;(60, 80, 100);constant;500000;sgd +2.131.497.859.954.830;0.0;0.011525154113769531;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;tanh;(60, 100, 80);constant;500000;sgd +25.179.479.122.161.800;0.0;0.010547876358032227;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;tanh;(100, 60, 20);adaptive;500000;sgd +24.924.652.576.446.500;0.0;0.013033866882324219;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;tanh;(100, 80, 80);constant;500000;sgd +3.531.233.072.280.880;0.0;0.009784936904907227;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;tanh;(100, 80, 80);adaptive;500000;sgd +0.6868531703948975;0.0;0.006961822509765625;0.0;{'activation': 'relu', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;relu;25;constant;500000;sgd +2.110.150.098.800.650;0.0;0.00769805908203125;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7272727272727273;0.7272727272727273;0.0;4624;0.735632183908046;0.735632183908046;0.0;4758;0.7441860465116279;0.7441860465116279;0.0;5303;0.735632183908046;0.735632183908046;0.0;4844;MLPClassifier;;;;;;;relu;(15, 75);constant;500000;sgd +0.344959020614624;0.0;0.00822901725769043;0.0;{'activation': 'identity', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7380952380952381;0.7380952380952381;0.0;3640;0.735632183908046;0.735632183908046;0.0;4758;0.7209302325581395;0.7209302325581395;0.0;5439;0.7294117647058824;0.7294117647058824;0.0;4908;MLPClassifier;;;;;;;identity;25;adaptive;500000;adam +0.41748881340026855;0.0;0.010191202163696289;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7380952380952381;0.7380952380952381;0.0;3640;0.735632183908046;0.735632183908046;0.0;4758;0.7209302325581395;0.7209302325581395;0.0;5439;0.7294117647058824;0.7294117647058824;0.0;4908;MLPClassifier;;;;;;;identity;(15, 30);constant;500000;sgd +0.4314577579498291;0.0;0.012396097183227539;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7380952380952381;0.7380952380952381;0.0;3640;0.735632183908046;0.735632183908046;0.0;4758;0.7209302325581395;0.7209302325581395;0.0;5439;0.7294117647058824;0.7294117647058824;0.0;4908;MLPClassifier;;;;;;;identity;(75, 30);constant;500000;sgd +0.6563410758972168;0.0;0.012751102447509766;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7380952380952381;0.7380952380952381;0.0;3640;0.735632183908046;0.735632183908046;0.0;4758;0.7209302325581395;0.7209302325581395;0.0;5439;0.7294117647058824;0.7294117647058824;0.0;4908;MLPClassifier;;;;;;;identity;(20, 80, 100);constant;500000;sgd +0.8054630756378174;0.0;0.009273767471313477;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7380952380952381;0.7380952380952381;0.0;3640;0.735632183908046;0.735632183908046;0.0;4758;0.7209302325581395;0.7209302325581395;0.0;5439;0.7294117647058824;0.7294117647058824;0.0;4908;MLPClassifier;;;;;;;identity;(40, 80, 40);adaptive;500000;sgd +11.999.971.866.607.600;0.0;0.014760971069335938;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7380952380952381;0.7380952380952381;0.0;3640;0.735632183908046;0.735632183908046;0.0;4758;0.7209302325581395;0.7209302325581395;0.0;5439;0.7294117647058824;0.7294117647058824;0.0;4908;MLPClassifier;;;;;;;identity;(40, 100, 20);constant;500000;sgd +0.9126040935516357;0.0;0.010333061218261719;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7380952380952381;0.7380952380952381;0.0;3640;0.735632183908046;0.735632183908046;0.0;4758;0.7209302325581395;0.7209302325581395;0.0;5439;0.7294117647058824;0.7294117647058824;0.0;4908;MLPClassifier;;;;;;;identity;(60, 20, 80);adaptive;500000;sgd +1.161.628.246.307.370;0.0;0.011139631271362305;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7380952380952381;0.7380952380952381;0.0;3640;0.735632183908046;0.735632183908046;0.0;4758;0.7209302325581395;0.7209302325581395;0.0;5439;0.7294117647058824;0.7294117647058824;0.0;4908;MLPClassifier;;;;;;;identity;(80, 80, 40);adaptive;500000;sgd +0.4415261745452881;0.0;0.007715702056884766;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7380952380952381;0.7380952380952381;0.0;3640;0.735632183908046;0.735632183908046;0.0;4758;0.7209302325581395;0.7209302325581395;0.0;5439;0.7294117647058824;0.7294117647058824;0.0;4908;MLPClassifier;;;;;;;tanh;50;adaptive;500000;sgd +21.956.276.893.615.700;0.0;0.009587287902832031;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7380952380952381;0.7380952380952381;0.0;3640;0.735632183908046;0.735632183908046;0.0;4758;0.7209302325581395;0.7209302325581395;0.0;5439;0.7294117647058824;0.7294117647058824;0.0;4908;MLPClassifier;;;;;;;tanh;(40, 80, 20);adaptive;500000;sgd +0.009783029556274414;0.0;0.007318019866943359;0.0;{'gamma': 'scale', 'kernel': 'linear'};0.75;0.75;0.0;3;0.735632183908046;0.735632183908046;0.0;1;0.6976744186046512;0.6976744186046512;0.0;5;0.7228915662650603;0.7228915662650603;0.0;3;SVC;scale;linear;;;;;;;;; +0.005010128021240234;0.0;0.004266977310180664;0.0;{'gamma': 'auto', 'kernel': 'linear'};0.75;0.75;0.0;3;0.735632183908046;0.735632183908046;0.0;1;0.6976744186046512;0.6976744186046512;0.0;5;0.7228915662650603;0.7228915662650603;0.0;3;SVC;auto;linear;;;;;;;;; +0.39577698707580566;0.0;0.011890888214111328;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6666666666666666;0.6666666666666666;0.0;5568;0.7241379310344828;0.7241379310344828;0.0;4878;0.8837209302325582;0.8837209302325582;0.0;3367;0.7599999999999999;0.7599999999999999;0.0;4624;MLPClassifier;;;;;;;tanh;(60, 80, 100);invscaling;500000;sgd +0.3119978904724121;0.0;0.01242685317993164;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6792452830188679;0.6792452830188679;0.0;5541;0.7241379310344828;0.7241379310344828;0.0;4878;0.8372093023255814;0.8372093023255814;0.0;3657;0.7499999999999999;0.7499999999999999;0.0;4662;MLPClassifier;;;;;;;tanh;(60, 40, 80);invscaling;500000;sgd +16.980.640.888.214.100;0.0;0.008291006088256836;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6862745098039216;0.6862745098039216;0.0;5516;0.7241379310344828;0.7241379310344828;0.0;4878;0.813953488372093;0.813953488372093;0.0;3937;0.7446808510638299;0.7446808510638299;0.0;4777;MLPClassifier;;;;;;;tanh;(20, 40, 60);constant;500000;sgd +18.835.699.558.258.000;0.0;0.007978200912475586;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6862745098039216;0.6862745098039216;0.0;5516;0.7241379310344828;0.7241379310344828;0.0;4878;0.813953488372093;0.813953488372093;0.0;3937;0.7446808510638299;0.7446808510638299;0.0;4777;MLPClassifier;;;;;;;relu;(15, 90);constant;500000;sgd +0.27991223335266113;0.0;0.011442899703979492;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6938775510204082;0.6938775510204082;0.0;5436;0.7241379310344828;0.7241379310344828;0.0;4878;0.7906976744186046;0.7906976744186046;0.0;4827;0.7391304347826086;0.7391304347826086;0.0;4837;MLPClassifier;;;;;;;identity;(80, 100, 40);invscaling;500000;sgd +0.057878971099853516;0.0;0.00835418701171875;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6938775510204082;0.6938775510204082;0.0;5436;0.7241379310344828;0.7241379310344828;0.0;4878;0.7906976744186046;0.7906976744186046;0.0;4827;0.7391304347826086;0.7391304347826086;0.0;4837;MLPClassifier;;;;;;;tanh;(15, 30);invscaling;500000;sgd +25.269.198.417.663.500;0.0;0.012597084045410156;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6938775510204082;0.6938775510204082;0.0;5436;0.7241379310344828;0.7241379310344828;0.0;4878;0.7906976744186046;0.7906976744186046;0.0;4827;0.7391304347826086;0.7391304347826086;0.0;4837;MLPClassifier;;;;;;;tanh;(60, 100, 20);adaptive;500000;sgd +17.104.618.549.346.900;0.0;0.008199214935302734;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6938775510204082;0.6938775510204082;0.0;5436;0.7241379310344828;0.7241379310344828;0.0;4878;0.7906976744186046;0.7906976744186046;0.0;4827;0.7391304347826086;0.7391304347826086;0.0;4837;MLPClassifier;;;;;;;relu;(30, 45);adaptive;500000;sgd +15.493.838.787.078.800;0.0;0.008571863174438477;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6938775510204082;0.6938775510204082;0.0;5436;0.7241379310344828;0.7241379310344828;0.0;4878;0.7906976744186046;0.7906976744186046;0.0;4827;0.7391304347826086;0.7391304347826086;0.0;4837;MLPClassifier;;;;;;;relu;(30, 60);constant;500000;sgd +29.915.919.303.894.000;0.0;0.01227116584777832;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6938775510204082;0.6938775510204082;0.0;5436;0.7241379310344828;0.7241379310344828;0.0;4878;0.7906976744186046;0.7906976744186046;0.0;4827;0.7391304347826086;0.7391304347826086;0.0;4837;MLPClassifier;;;;;;;relu;(20, 20, 60);adaptive;500000;sgd +0.008268117904663086;0.0;0.009389162063598633;0.0;{'gamma': 'auto', 'kernel': 'rbf'};0.7021276595744681;0.7021276595744681;0.0;6;0.7241379310344828;0.7241379310344828;0.0;4;0.7674418604651163;0.7674418604651163;0.0;1;0.7333333333333334;0.7333333333333334;0.0;2;SVC;auto;rbf;;;;;;;;; +0.28905487060546875;0.0;0.007249116897583008;0.0;{'activation': 'identity', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7021276595744681;0.7021276595744681;0.0;5279;0.7241379310344828;0.7241379310344828;0.0;4878;0.7674418604651163;0.7674418604651163;0.0;5116;0.7333333333333334;0.7333333333333334;0.0;4882;MLPClassifier;;;;;;;identity;5;constant;500000;adam +0.33666110038757324;0.0;0.009423971176147461;0.0;{'activation': 'identity', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7021276595744681;0.7021276595744681;0.0;5279;0.7241379310344828;0.7241379310344828;0.0;4878;0.7674418604651163;0.7674418604651163;0.0;5116;0.7333333333333334;0.7333333333333334;0.0;4882;MLPClassifier;;;;;;;identity;10;constant;500000;sgd +0.46208834648132324;0.0;0.01133275032043457;0.0;{'activation': 'identity', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7021276595744681;0.7021276595744681;0.0;5279;0.7241379310344828;0.7241379310344828;0.0;4878;0.7674418604651163;0.7674418604651163;0.0;5116;0.7333333333333334;0.7333333333333334;0.0;4882;MLPClassifier;;;;;;;identity;70;adaptive;500000;adam +0.8736371994018555;0.0;0.009377717971801758;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7021276595744681;0.7021276595744681;0.0;5279;0.7241379310344828;0.7241379310344828;0.0;4878;0.7674418604651163;0.7674418604651163;0.0;5116;0.7333333333333334;0.7333333333333334;0.0;4882;MLPClassifier;;;;;;;identity;(75, 75);constant;500000;sgd +12.696.738.243.103.000;0.0;0.010766267776489258;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7021276595744681;0.7021276595744681;0.0;5279;0.7241379310344828;0.7241379310344828;0.0;4878;0.7674418604651163;0.7674418604651163;0.0;5116;0.7333333333333334;0.7333333333333334;0.0;4882;MLPClassifier;;;;;;;identity;(40, 100, 40);constant;500000;sgd +0.4230499267578125;0.0;0.013887882232666016;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7021276595744681;0.7021276595744681;0.0;5279;0.7241379310344828;0.7241379310344828;0.0;4878;0.7674418604651163;0.7674418604651163;0.0;5116;0.7333333333333334;0.7333333333333334;0.0;4882;MLPClassifier;;;;;;;tanh;20;constant;500000;sgd +0.5173611640930176;0.0;0.007693767547607422;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7021276595744681;0.7021276595744681;0.0;5279;0.7241379310344828;0.7241379310344828;0.0;4878;0.7674418604651163;0.7674418604651163;0.0;5116;0.7333333333333334;0.7333333333333334;0.0;4882;MLPClassifier;;;;;;;tanh;70;constant;500000;sgd +10.771.589.279.174.800;0.0;0.00801992416381836;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7021276595744681;0.7021276595744681;0.0;5279;0.7241379310344828;0.7241379310344828;0.0;4878;0.7674418604651163;0.7674418604651163;0.0;5116;0.7333333333333334;0.7333333333333334;0.0;4882;MLPClassifier;;;;;;;tanh;(15, 60);constant;500000;sgd +0.7747180461883545;0.0;0.007568836212158203;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7021276595744681;0.7021276595744681;0.0;5279;0.7241379310344828;0.7241379310344828;0.0;4878;0.7674418604651163;0.7674418604651163;0.0;5116;0.7333333333333334;0.7333333333333334;0.0;4882;MLPClassifier;;;;;;;tanh;(30, 30);constant;500000;sgd +0.8371372222900391;0.0;0.008830785751342773;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7021276595744681;0.7021276595744681;0.0;5279;0.7241379310344828;0.7241379310344828;0.0;4878;0.7674418604651163;0.7674418604651163;0.0;5116;0.7333333333333334;0.7333333333333334;0.0;4882;MLPClassifier;;;;;;;tanh;(60, 30);adaptive;500000;sgd +13.014.881.610.870.300;0.0;0.010968923568725586;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7021276595744681;0.7021276595744681;0.0;5279;0.7241379310344828;0.7241379310344828;0.0;4878;0.7674418604651163;0.7674418604651163;0.0;5116;0.7333333333333334;0.7333333333333334;0.0;4882;MLPClassifier;;;;;;;tanh;(20, 20, 100);adaptive;500000;sgd +2.054.563.045.501.700;0.0;0.008517742156982422;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7021276595744681;0.7021276595744681;0.0;5279;0.7241379310344828;0.7241379310344828;0.0;4878;0.7674418604651163;0.7674418604651163;0.0;5116;0.7333333333333334;0.7333333333333334;0.0;4882;MLPClassifier;;;;;;;tanh;(20, 60, 20);adaptive;500000;sgd +33.965.330.123.901.300;0.0;0.009494781494140625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7021276595744681;0.7021276595744681;0.0;5279;0.7241379310344828;0.7241379310344828;0.0;4878;0.7674418604651163;0.7674418604651163;0.0;5116;0.7333333333333334;0.7333333333333334;0.0;4882;MLPClassifier;;;;;;;tanh;(20, 100, 60);adaptive;500000;sgd +11.589.560.508.728.000;0.0;0.010782957077026367;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7021276595744681;0.7021276595744681;0.0;5279;0.7241379310344828;0.7241379310344828;0.0;4878;0.7674418604651163;0.7674418604651163;0.0;5116;0.7333333333333334;0.7333333333333334;0.0;4882;MLPClassifier;;;;;;;tanh;(40, 20, 20);adaptive;500000;sgd +10.202.748.775.482.100;0.0;0.010157108306884766;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7021276595744681;0.7021276595744681;0.0;5279;0.7241379310344828;0.7241379310344828;0.0;4878;0.7674418604651163;0.7674418604651163;0.0;5116;0.7333333333333334;0.7333333333333334;0.0;4882;MLPClassifier;;;;;;;tanh;(40, 40, 40);constant;500000;sgd +16.517.307.758.331.200;0.0;0.009234189987182617;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7021276595744681;0.7021276595744681;0.0;5279;0.7241379310344828;0.7241379310344828;0.0;4878;0.7674418604651163;0.7674418604651163;0.0;5116;0.7333333333333334;0.7333333333333334;0.0;4882;MLPClassifier;;;;;;;tanh;(40, 60, 80);constant;500000;sgd +27.903.289.794.921.800;0.0;0.013931989669799805;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7021276595744681;0.7021276595744681;0.0;5279;0.7241379310344828;0.7241379310344828;0.0;4878;0.7674418604651163;0.7674418604651163;0.0;5116;0.7333333333333334;0.7333333333333334;0.0;4882;MLPClassifier;;;;;;;tanh;(60, 40, 20);constant;500000;sgd +39.401.960.372.924.800;0.0;0.010567188262939453;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7021276595744681;0.7021276595744681;0.0;5279;0.7241379310344828;0.7241379310344828;0.0;4878;0.7674418604651163;0.7674418604651163;0.0;5116;0.7333333333333334;0.7333333333333334;0.0;4882;MLPClassifier;;;;;;;tanh;(60, 80, 20);adaptive;500000;sgd +23.613.009.452.819.800;0.0;0.011222124099731445;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7021276595744681;0.7021276595744681;0.0;5279;0.7241379310344828;0.7241379310344828;0.0;4878;0.7674418604651163;0.7674418604651163;0.0;5116;0.7333333333333334;0.7333333333333334;0.0;4882;MLPClassifier;;;;;;;tanh;(80, 20, 80);adaptive;500000;sgd +19.688.079.357.147.200;0.0;0.009697198867797852;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7021276595744681;0.7021276595744681;0.0;5279;0.7241379310344828;0.7241379310344828;0.0;4878;0.7674418604651163;0.7674418604651163;0.0;5116;0.7333333333333334;0.7333333333333334;0.0;4882;MLPClassifier;;;;;;;tanh;(80, 60, 60);adaptive;500000;sgd +35.364.248.752.593.900;0.0;0.009599924087524414;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7021276595744681;0.7021276595744681;0.0;5279;0.7241379310344828;0.7241379310344828;0.0;4878;0.7674418604651163;0.7674418604651163;0.0;5116;0.7333333333333334;0.7333333333333334;0.0;4882;MLPClassifier;;;;;;;tanh;(80, 80, 80);adaptive;500000;sgd +24.669.549.465.179.400;0.0;0.009153127670288086;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7021276595744681;0.7021276595744681;0.0;5279;0.7241379310344828;0.7241379310344828;0.0;4878;0.7674418604651163;0.7674418604651163;0.0;5116;0.7333333333333334;0.7333333333333334;0.0;4882;MLPClassifier;;;;;;;tanh;(100, 20, 60);constant;500000;sgd +17.887.279.987.335.200;0.0;0.009908914566040039;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7021276595744681;0.7021276595744681;0.0;5279;0.7241379310344828;0.7241379310344828;0.0;4878;0.7674418604651163;0.7674418604651163;0.0;5116;0.7333333333333334;0.7333333333333334;0.0;4882;MLPClassifier;;;;;;;tanh;(100, 100, 40);constant;500000;sgd +0.9787960052490234;0.0;0.00766301155090332;0.0;{'activation': 'relu', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7021276595744681;0.7021276595744681;0.0;5279;0.7241379310344828;0.7241379310344828;0.0;4878;0.7674418604651163;0.7674418604651163;0.0;5116;0.7333333333333334;0.7333333333333334;0.0;4882;MLPClassifier;;;;;;;relu;80;adaptive;500000;sgd +16.106.209.754.943.800;0.0;0.007784128189086914;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7021276595744681;0.7021276595744681;0.0;5279;0.7241379310344828;0.7241379310344828;0.0;4878;0.7674418604651163;0.7674418604651163;0.0;5116;0.7333333333333334;0.7333333333333334;0.0;4882;MLPClassifier;;;;;;;relu;(15, 60);constant;500000;sgd +0.23885011672973633;0.0;0.006768941879272461;0.0;{'activation': 'identity', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;20;constant;500000;sgd +0.46134495735168457;0.0;0.00832819938659668;0.0;{'activation': 'identity', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;25;adaptive;500000;sgd +0.384768009185791;0.0;0.009182929992675781;0.0;{'activation': 'identity', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;30;invscaling;500000;adam +0.47867870330810547;0.0;0.009209156036376953;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;(60, 30);constant;500000;sgd +11.776.039.600.372.300;0.0;0.011488914489746094;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;(60, 90);adaptive;500000;sgd +0.711749792098999;0.0;0.00860595703125;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;(75, 15);constant;500000;sgd +0.5373399257659912;0.0;0.009037971496582031;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;(90, 15);constant;500000;sgd +0.7559223175048828;0.0;0.008219718933105469;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;(20, 40, 20);adaptive;500000;sgd +13.169.541.358.947.700;0.0;0.00939178466796875;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;(20, 60, 80);adaptive;500000;sgd +0.9942409992218018;0.0;0.00885319709777832;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;(20, 80, 80);adaptive;500000;sgd +0.650371789932251;0.0;0.01155400276184082;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;(40, 40, 60);adaptive;500000;sgd +0.47869396209716797;0.0;0.009752035140991211;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;(40, 60, 80);constant;500000;sgd +10.398.399.829.864.500;0.0;0.010980844497680664;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;(40, 80, 20);adaptive;500000;sgd +0.8041350841522217;0.0;0.009077072143554688;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;(60, 20, 80);constant;500000;sgd +0.8447690010070801;0.0;0.01073002815246582;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;(60, 40, 40);adaptive;500000;sgd +13.186.571.598.052.900;0.0;0.009538888931274414;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;(60, 40, 60);adaptive;500000;sgd +0.9983282089233398;0.0;0.01063394546508789;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;(60, 60, 20);constant;500000;sgd +0.9193542003631592;0.0;0.009505748748779297;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;(60, 100, 20);constant;500000;sgd +10.861.189.365.386.900;0.0;0.007910013198852539;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;(60, 100, 60);constant;500000;sgd +17.387.311.458.587.600;0.0;0.008038043975830078;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;(60, 100, 80);constant;500000;sgd +17.059.268.951.416.000;0.0;0.009335994720458984;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;(60, 100, 100);constant;500000;sgd +10.293.099.880.218.500;0.0;0.009825944900512695;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;(80, 20, 40);adaptive;500000;sgd +1.105.997.085.571.280;0.0;0.009796142578125;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;(80, 20, 80);adaptive;500000;sgd +0.6481771469116211;0.0;0.0095977783203125;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;(80, 80, 20);constant;500000;sgd +15.234.630.107.879.600;0.0;0.009914875030517578;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;(80, 80, 60);adaptive;500000;sgd +14.795.441.627.502.400;0.0;0.010616779327392578;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;(80, 80, 80);constant;500000;sgd +10.077.488.422.393.700;0.0;0.015893936157226562;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;(100, 40, 20);adaptive;500000;sgd +13.300.390.243.530.200;0.0;0.009794235229492188;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;(100, 40, 40);adaptive;500000;sgd +17.585.158.348.083.400;0.0;0.010670900344848633;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;(100, 80, 100);constant;500000;sgd +16.051.881.313.323.900;0.0;0.010308027267456055;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;(100, 100, 20);adaptive;500000;sgd +15.291.697.978.973.300;0.0;0.01109623908996582;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;(100, 100, 40);adaptive;500000;sgd +14.250.829.219.818.100;0.0;0.01093912124633789;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;logistic;30;adaptive;500000;sgd +0.4582631587982178;0.0;0.007934808731079102;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;tanh;25;constant;500000;sgd +1.422.684.907.913.200;0.0;0.009132146835327148;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;tanh;(60, 90);constant;500000;sgd +18.247.251.510.620.100;0.0;0.00868678092956543;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;tanh;(60, 90);adaptive;500000;sgd +1.790.182.113.647.460;0.0;0.008587837219238281;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;tanh;(20, 80, 20);adaptive;500000;sgd +24.503.910.541.534.400;0.0;0.009301185607910156;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;tanh;(20, 100, 100);adaptive;500000;sgd +1.873.243.808.746.330;0.0;0.008623123168945312;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;tanh;(40, 40, 60);adaptive;500000;sgd +13.210.210.800.170.800;0.0;0.009183883666992188;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;tanh;(40, 100, 20);constant;500000;sgd +22.586.488.723.754.800;0.0;0.013225078582763672;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;tanh;(60, 20, 60);adaptive;500000;sgd +25.729.877.948.760.900;0.0;0.012346982955932617;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;tanh;(60, 20, 100);adaptive;500000;sgd +2.698.390.007.019.040;0.0;0.012752771377563477;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;tanh;(80, 100, 60);adaptive;500000;sgd +2.223.515.033.721.920;0.0;0.008309125900268555;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;tanh;(100, 20, 100);adaptive;500000;sgd +19.918.227.195.739.700;0.0;0.011934995651245117;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;tanh;(100, 60, 80);constant;500000;sgd +0.7229790687561035;0.0;0.007857799530029297;0.0;{'activation': 'relu', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7111111111111111;0.7111111111111111;0.0;5109;0.7241379310344828;0.7241379310344828;0.0;4878;0.7441860465116279;0.7441860465116279;0.0;5303;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;relu;70;constant;500000;sgd +0.5798909664154053;0.0;0.009697198867797852;0.0;{'activation': 'identity', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;85;adaptive;500000;sgd +0.5221760272979736;0.0;0.007830142974853516;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(30, 30);adaptive;500000;sgd +0.3793187141418457;0.0;0.008007287979125977;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(30, 45);constant;500000;sgd +0.5942881107330322;0.0;0.009601116180419922;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(45, 45);adaptive;500000;sgd +0.5603418350219727;0.0;0.010735273361206055;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(75, 15);adaptive;500000;sgd +10.300.159.454.345.700;0.0;0.009956836700439453;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(90, 60);adaptive;500000;sgd +0.6029078960418701;0.0;0.00959014892578125;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(20, 20, 40);constant;500000;sgd +0.37089991569519043;0.0;0.00941324234008789;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(20, 40, 20);constant;500000;sgd +0.9004011154174805;0.0;0.008858919143676758;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(20, 40, 80);adaptive;500000;sgd +0.7024939060211182;0.0;0.009194374084472656;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(20, 40, 100);constant;500000;sgd +12.841.029.167.175.200;0.0;0.009814977645874023;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(20, 60, 100);constant;500000;sgd +0.8765060901641846;0.0;0.010969877243041992;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(20, 80, 40);constant;500000;sgd +0.9839129447937012;0.0;0.009627819061279297;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(20, 80, 60);adaptive;500000;sgd +0.9080610275268555;0.0;0.010577917098999023;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(20, 100, 20);adaptive;500000;sgd +15.168.840.885.162.300;0.0;0.013318777084350586;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(20, 100, 100);constant;500000;sgd +11.060.879.230.499.200;0.0;0.010012149810791016;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(40, 60, 40);constant;500000;sgd +0.6667168140411377;0.0;0.0169069766998291;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(40, 80, 40);constant;500000;sgd +0.9320840835571289;0.0;0.01104593276977539;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(40, 100, 20);adaptive;500000;sgd +10.392.379.760.742.100;0.0;0.015095949172973633;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(60, 40, 20);adaptive;500000;sgd +0.7100358009338379;0.0;0.0047838687896728516;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(80, 20, 20);constant;500000;sgd +0.7175071239471436;0.0;0.011701822280883789;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(80, 20, 100);constant;500000;sgd +11.717.808.246.612.500;0.0;0.012935876846313477;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(80, 20, 100);adaptive;500000;sgd +0.6438491344451904;0.0;0.009315013885498047;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(80, 40, 20);constant;500000;sgd +10.737.159.252.166.700;0.0;0.014472007751464844;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(80, 60, 20);adaptive;500000;sgd +11.297.059.059.143.000;0.0;0.011885881423950195;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(80, 80, 20);adaptive;500000;sgd +1.548.738.718.032.830;0.0;0.010164022445678711;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(80, 80, 80);adaptive;500000;sgd +15.285.499.095.916.700;0.0;0.014225244522094727;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(80, 80, 100);adaptive;500000;sgd +16.102.049.350.738.500;0.0;0.017496824264526367;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(80, 100, 60);constant;500000;sgd +1.598.121.166.229.240;0.0;0.016519784927368164;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(80, 100, 60);adaptive;500000;sgd +14.883.360.862.731.900;0.0;0.015249013900756836;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(80, 100, 100);constant;500000;sgd +12.538.321.018.218.900;0.0;0.01066899299621582;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(100, 20, 60);adaptive;500000;sgd +11.124.968.528.747.500;0.0;0.01275014877319336;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(100, 40, 60);adaptive;500000;sgd +12.176.811.695.098.800;0.0;0.018031835556030273;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(100, 60, 100);constant;500000;sgd +14.965.968.132.019.000;0.0;0.014544248580932617;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(100, 80, 20);adaptive;500000;sgd +10.106.189.250.946.000;0.0;0.010601997375488281;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;identity;(100, 80, 40);constant;500000;sgd +12.332.158.088.684.000;0.0;0.007380008697509766;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;logistic;20;constant;500000;sgd +0.6037099361419678;0.0;0.010609865188598633;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;logistic;25;adaptive;500000;adam +0.7457609176635742;0.0;0.007447004318237305;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;logistic;30;constant;500000;adam +0.6792480945587158;0.0;0.007082939147949219;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;logistic;30;invscaling;500000;adam +0.7457900047302246;0.0;0.00829005241394043;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;logistic;30;adaptive;500000;adam +12.010.488.510.131.800;0.0;0.007483243942260742;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;logistic;35;constant;500000;sgd +0.6615920066833496;0.0;0.007981061935424805;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;logistic;35;constant;500000;adam +0.6967260837554932;0.0;0.0073010921478271484;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;logistic;35;invscaling;500000;adam +0.6744880676269531;0.0;0.00864720344543457;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;logistic;35;adaptive;500000;adam +13.866.469.860.076.900;0.0;0.007980108261108398;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;logistic;40;constant;500000;sgd +0.7430150508880615;0.0;0.009254932403564453;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;logistic;40;constant;500000;adam +0.742861270904541;0.0;0.007217884063720703;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;logistic;40;invscaling;500000;adam +0.6462061405181885;0.0;0.007465839385986328;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;logistic;45;constant;500000;adam +0.7609701156616211;0.0;0.007627010345458984;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;logistic;45;adaptive;500000;adam +0.8019740581512451;0.0;0.007896900177001953;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;logistic;50;constant;500000;adam +0.8060402870178223;0.0;0.009878873825073242;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;logistic;50;invscaling;500000;adam +0.912175178527832;0.0;0.0074350833892822266;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;logistic;50;adaptive;500000;adam +0.9394710063934326;0.0;0.008848905563354492;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;logistic;55;constant;500000;adam +0.8814220428466797;0.0;0.00793910026550293;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;logistic;55;invscaling;500000;adam +0.8189089298248291;0.0;0.00845193862915039;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;logistic;55;adaptive;500000;adam +0.9352641105651855;0.0;0.008914709091186523;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;logistic;60;constant;500000;adam +0.8933770656585693;0.0;0.010282039642333984;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;logistic;65;invscaling;500000;adam +0.9605519771575928;0.0;0.0078051090240478516;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;logistic;65;adaptive;500000;adam +21.239.709.854.125.900;0.0;0.010571002960205078;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;logistic;95;adaptive;500000;sgd +0.6372342109680176;0.0;0.008873939514160156;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;tanh;5;constant;500000;sgd +0.480118989944458;0.0;0.0069501399993896484;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;tanh;40;adaptive;500000;sgd +0.8012409210205078;0.0;0.007968902587890625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;tanh;(15, 30);adaptive;500000;sgd +0.8170831203460693;0.0;0.00966501235961914;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;tanh;(30, 75);constant;500000;sgd +0.8896670341491699;0.0;0.007922887802124023;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;tanh;(45, 30);adaptive;500000;sgd +1.473.344.087.600.700;0.0;0.008902788162231445;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;tanh;(60, 75);constant;500000;sgd +15.218.610.763.549.800;0.0;0.008066892623901367;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;tanh;(20, 20, 100);constant;500000;sgd +11.819.350.719.451.900;0.0;0.00886392593383789;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;tanh;(40, 80, 40);constant;500000;sgd +21.842.010.021.209.700;0.0;0.014815330505371094;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;tanh;(60, 80, 40);constant;500000;sgd +0.5498988628387451;0.0;0.006886005401611328;0.0;{'activation': 'relu', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7209302325581395;0.7209302325581395;0.0;4716;0.7241379310344828;0.7241379310344828;0.0;4878;0.7209302325581395;0.7209302325581395;0.0;5439;0.7209302325581395;0.7209302325581395;0.0;4971;MLPClassifier;;;;;;;relu;50;constant;500000;sgd +0.3401620388031006;0.0;0.006793022155761719;0.0;{'activation': 'identity', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;5;invscaling;500000;adam +0.19393587112426758;0.0;0.008606195449829102;0.0;{'activation': 'identity', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;60;constant;500000;sgd +0.485105037689209;0.0;0.008674860000610352;0.0;{'activation': 'identity', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;80;adaptive;500000;sgd +0.3971281051635742;0.0;0.009968996047973633;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;(15, 60);constant;500000;sgd +0.36177611351013184;0.0;0.007576704025268555;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;(15, 75);constant;500000;sgd +0.759981632232666;0.0;0.0153961181640625;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;(60, 45);adaptive;500000;sgd +0.8059170246124268;0.0;0.009476184844970703;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;(60, 60);adaptive;500000;sgd +10.403.099.060.058.500;0.0;0.010079145431518555;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;(75, 75);adaptive;500000;sgd +0.7801377773284912;0.0;0.009327888488769531;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;(75, 90);adaptive;500000;sgd +0.6741271018981934;0.0;0.015079021453857422;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;(20, 20, 100);adaptive;500000;sgd +21.979.079.246.520.900;0.0;0.013867855072021484;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;(20, 100, 80);constant;500000;sgd +13.592.829.704.284.600;0.0;0.01304483413696289;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;(20, 100, 80);adaptive;500000;sgd +0.6857767105102539;0.0;0.010471343994140625;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;(40, 40, 20);adaptive;500000;sgd +0.9570832252502441;0.0;0.01041102409362793;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;(40, 40, 100);adaptive;500000;sgd +0.8070480823516846;0.0;0.008899927139282227;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;(40, 60, 20);constant;500000;sgd +1.321.488.857.269.280;0.0;0.009753227233886719;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;(40, 60, 60);adaptive;500000;sgd +14.045.288.562.774.600;0.0;0.009530067443847656;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;(40, 60, 100);adaptive;500000;sgd +0.92740797996521;0.0;0.009835004806518555;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;(40, 80, 80);adaptive;500000;sgd +1.169.555.902.481.070;0.0;0.010782241821289062;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;(40, 100, 40);adaptive;500000;sgd +0.858964204788208;0.0;0.009521961212158203;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;(40, 100, 80);constant;500000;sgd +0.7893328666687012;0.0;0.012607097625732422;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;(60, 20, 60);adaptive;500000;sgd +0.8274011611938477;0.0;0.011773824691772461;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;(60, 40, 80);constant;500000;sgd +0.8751609325408936;0.0;0.009413003921508789;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;(60, 40, 100);adaptive;500000;sgd +0.8934400081634521;0.0;0.014183998107910156;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;(60, 60, 40);adaptive;500000;sgd +1.106.905.221.939.080;0.0;0.009572744369506836;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;(60, 100, 20);adaptive;500000;sgd +10.461.537.837.982.100;0.0;0.010651111602783203;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;(80, 40, 40);adaptive;500000;sgd +0.532045841217041;0.0;0.009907245635986328;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;(100, 40, 60);constant;500000;sgd +11.469.168.663.024.900;0.0;0.00984501838684082;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;(100, 60, 20);adaptive;500000;sgd +12.940.289.974.212.600;0.0;0.010560035705566406;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;(100, 60, 40);constant;500000;sgd +1.448.058.843.612.670;0.0;0.011458158493041992;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;(100, 80, 40);adaptive;500000;sgd +12.002.487.182.617.100;0.0;0.01091623306274414;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;(100, 80, 60);constant;500000;sgd +15.316.359.996.795.600;0.0;0.010755777359008789;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;identity;(100, 80, 100);adaptive;500000;sgd +13.733.022.212.982.100;0.0;0.006940126419067383;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;logistic;15;constant;500000;sgd +0.7411417961120605;0.0;0.008482933044433594;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7317073170731707;0.7317073170731707;0.0;3862;0.7241379310344828;0.7241379310344828;0.0;4878;0.6976744186046512;0.6976744186046512;0.0;5651;0.7142857142857143;0.7142857142857143;0.0;5071;MLPClassifier;;;;;;;tanh;90;adaptive;500000;sgd +0.6537349224090576;0.0;0.00713801383972168;0.0;{'activation': 'relu', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7435897435897436;0.7435897435897436;0.0;3421;0.7241379310344828;0.7241379310344828;0.0;4878;0.6744186046511628;0.6744186046511628;0.0;5890;0.7073170731707318;0.7073170731707318;0.0;5177;MLPClassifier;;;;;;;relu;25;adaptive;500000;sgd +0.033989906311035156;0.0;0.008913993835449219;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6666666666666666;0.6666666666666666;0.0;5568;0.7126436781609196;0.7126436781609196;0.0;5062;0.8372093023255814;0.8372093023255814;0.0;3657;0.7422680412371134;0.7422680412371134;0.0;4793;MLPClassifier;;;;;;;tanh;25;invscaling;500000;sgd +0.21636199951171875;0.0;0.013150930404663086;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.68;0.68;0.0;5538;0.7126436781609196;0.7126436781609196;0.0;5062;0.7906976744186046;0.7906976744186046;0.0;4827;0.7311827956989247;0.7311827956989247;0.0;4907;MLPClassifier;;;;;;;tanh;(60, 40, 40);invscaling;500000;sgd +0.4363279342651367;0.0;0.008947134017944336;0.0;{'activation': 'identity', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6875;0.6875;0.0;5512;0.7126436781609196;0.7126436781609196;0.0;5062;0.7674418604651163;0.7674418604651163;0.0;5116;0.7252747252747254;0.7252747252747254;0.0;4965;MLPClassifier;;;;;;;identity;5;constant;500000;sgd +25.067.930.221.557.600;0.0;0.01263284683227539;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6875;0.6875;0.0;5512;0.7126436781609196;0.7126436781609196;0.0;5062;0.7674418604651163;0.7674418604651163;0.0;5116;0.7252747252747254;0.7252747252747254;0.0;4965;MLPClassifier;;;;;;;tanh;(60, 20, 80);adaptive;500000;sgd +2.610.429.286.956.780;0.0;0.01716470718383789;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6875;0.6875;0.0;5512;0.7126436781609196;0.7126436781609196;0.0;5062;0.7674418604651163;0.7674418604651163;0.0;5116;0.7252747252747254;0.7252747252747254;0.0;4965;MLPClassifier;;;;;;;tanh;(60, 60, 80);adaptive;500000;sgd +2.283.858.060.836.790;0.0;0.009038925170898438;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6875;0.6875;0.0;5512;0.7126436781609196;0.7126436781609196;0.0;5062;0.7674418604651163;0.7674418604651163;0.0;5116;0.7252747252747254;0.7252747252747254;0.0;4965;MLPClassifier;;;;;;;tanh;(60, 80, 60);adaptive;500000;sgd +0.3872220516204834;0.0;0.008292675018310547;0.0;{'activation': 'identity', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.6956521739130435;0.6956521739130435;0.0;5409;0.7126436781609196;0.7126436781609196;0.0;5062;0.7441860465116279;0.7441860465116279;0.0;5303;0.7191011235955057;0.7191011235955057;0.0;5041;MLPClassifier;;;;;;;identity;20;invscaling;500000;adam +0.43167805671691895;0.0;0.00896000862121582;0.0;{'activation': 'identity', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.6956521739130435;0.6956521739130435;0.0;5409;0.7126436781609196;0.7126436781609196;0.0;5062;0.7441860465116279;0.7441860465116279;0.0;5303;0.7191011235955057;0.7191011235955057;0.0;5041;MLPClassifier;;;;;;;identity;35;constant;500000;adam +0.21984004974365234;0.0;0.00877070426940918;0.0;{'activation': 'identity', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6956521739130435;0.6956521739130435;0.0;5409;0.7126436781609196;0.7126436781609196;0.0;5062;0.7441860465116279;0.7441860465116279;0.0;5303;0.7191011235955057;0.7191011235955057;0.0;5041;MLPClassifier;;;;;;;identity;45;constant;500000;sgd +0.4888730049133301;0.0;0.01063227653503418;0.0;{'activation': 'identity', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6956521739130435;0.6956521739130435;0.0;5409;0.7126436781609196;0.7126436781609196;0.0;5062;0.7441860465116279;0.7441860465116279;0.0;5303;0.7191011235955057;0.7191011235955057;0.0;5041;MLPClassifier;;;;;;;identity;55;adaptive;500000;sgd +0.7365169525146484;0.0;0.00934290885925293;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6956521739130435;0.6956521739130435;0.0;5409;0.7126436781609196;0.7126436781609196;0.0;5062;0.7441860465116279;0.7441860465116279;0.0;5303;0.7191011235955057;0.7191011235955057;0.0;5041;MLPClassifier;;;;;;;identity;(20, 40, 60);constant;500000;sgd +11.335.928.440.093.900;0.0;0.012703418731689453;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6956521739130435;0.6956521739130435;0.0;5409;0.7126436781609196;0.7126436781609196;0.0;5062;0.7441860465116279;0.7441860465116279;0.0;5303;0.7191011235955057;0.7191011235955057;0.0;5041;MLPClassifier;;;;;;;identity;(20, 60, 40);adaptive;500000;sgd +0.5277180671691895;0.0;0.008980035781860352;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6956521739130435;0.6956521739130435;0.0;5409;0.7126436781609196;0.7126436781609196;0.0;5062;0.7441860465116279;0.7441860465116279;0.0;5303;0.7191011235955057;0.7191011235955057;0.0;5041;MLPClassifier;;;;;;;identity;(40, 100, 40);invscaling;500000;sgd +12.081.899.642.944.300;0.0;0.009404182434082031;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6956521739130435;0.6956521739130435;0.0;5409;0.7126436781609196;0.7126436781609196;0.0;5062;0.7441860465116279;0.7441860465116279;0.0;5303;0.7191011235955057;0.7191011235955057;0.0;5041;MLPClassifier;;;;;;;identity;(60, 60, 100);constant;500000;sgd +1.181.434.154.510.490;0.0;0.00774383544921875;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6956521739130435;0.6956521739130435;0.0;5409;0.7126436781609196;0.7126436781609196;0.0;5062;0.7441860465116279;0.7441860465116279;0.0;5303;0.7191011235955057;0.7191011235955057;0.0;5041;MLPClassifier;;;;;;;logistic;20;adaptive;500000;sgd +11.531.009.674.072.200;0.0;0.009880781173706055;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6956521739130435;0.6956521739130435;0.0;5409;0.7126436781609196;0.7126436781609196;0.0;5062;0.7441860465116279;0.7441860465116279;0.0;5303;0.7191011235955057;0.7191011235955057;0.0;5041;MLPClassifier;;;;;;;logistic;30;constant;500000;sgd +0.5236880779266357;0.0;0.006960868835449219;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6956521739130435;0.6956521739130435;0.0;5409;0.7126436781609196;0.7126436781609196;0.0;5062;0.7441860465116279;0.7441860465116279;0.0;5303;0.7191011235955057;0.7191011235955057;0.0;5041;MLPClassifier;;;;;;;tanh;45;adaptive;500000;sgd +0.4749789237976074;0.0;0.00774693489074707;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6956521739130435;0.6956521739130435;0.0;5409;0.7126436781609196;0.7126436781609196;0.0;5062;0.7441860465116279;0.7441860465116279;0.0;5303;0.7191011235955057;0.7191011235955057;0.0;5041;MLPClassifier;;;;;;;tanh;55;constant;500000;sgd +0.8171367645263672;0.0;0.011993169784545898;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6956521739130435;0.6956521739130435;0.0;5409;0.7126436781609196;0.7126436781609196;0.0;5062;0.7441860465116279;0.7441860465116279;0.0;5303;0.7191011235955057;0.7191011235955057;0.0;5041;MLPClassifier;;;;;;;tanh;(30, 45);adaptive;500000;sgd +0.9074440002441406;0.0;0.008380889892578125;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6956521739130435;0.6956521739130435;0.0;5409;0.7126436781609196;0.7126436781609196;0.0;5062;0.7441860465116279;0.7441860465116279;0.0;5303;0.7191011235955057;0.7191011235955057;0.0;5041;MLPClassifier;;;;;;;tanh;(45, 60);adaptive;500000;sgd +0.8753008842468262;0.0;0.010094881057739258;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6956521739130435;0.6956521739130435;0.0;5409;0.7126436781609196;0.7126436781609196;0.0;5062;0.7441860465116279;0.7441860465116279;0.0;5303;0.7191011235955057;0.7191011235955057;0.0;5041;MLPClassifier;;;;;;;tanh;(60, 15);constant;500000;sgd +17.446.680.068.969.700;0.0;0.009572029113769531;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6956521739130435;0.6956521739130435;0.0;5409;0.7126436781609196;0.7126436781609196;0.0;5062;0.7441860465116279;0.7441860465116279;0.0;5303;0.7191011235955057;0.7191011235955057;0.0;5041;MLPClassifier;;;;;;;tanh;(90, 90);adaptive;500000;sgd +11.395.137.310.028.000;0.0;0.011948108673095703;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6956521739130435;0.6956521739130435;0.0;5409;0.7126436781609196;0.7126436781609196;0.0;5062;0.7441860465116279;0.7441860465116279;0.0;5303;0.7191011235955057;0.7191011235955057;0.0;5041;MLPClassifier;;;;;;;tanh;(20, 40, 80);constant;500000;sgd +21.173.760.890.960.600;0.0;0.009208917617797852;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6956521739130435;0.6956521739130435;0.0;5409;0.7126436781609196;0.7126436781609196;0.0;5062;0.7441860465116279;0.7441860465116279;0.0;5303;0.7191011235955057;0.7191011235955057;0.0;5041;MLPClassifier;;;;;;;tanh;(40, 100, 20);adaptive;500000;sgd +28.535.258.769.989.000;0.0;0.012079238891601562;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6956521739130435;0.6956521739130435;0.0;5409;0.7126436781609196;0.7126436781609196;0.0;5062;0.7441860465116279;0.7441860465116279;0.0;5303;0.7191011235955057;0.7191011235955057;0.0;5041;MLPClassifier;;;;;;;tanh;(40, 100, 80);adaptive;500000;sgd +2.006.819.009.780.880;0.0;0.01247715950012207;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6956521739130435;0.6956521739130435;0.0;5409;0.7126436781609196;0.7126436781609196;0.0;5062;0.7441860465116279;0.7441860465116279;0.0;5303;0.7191011235955057;0.7191011235955057;0.0;5041;MLPClassifier;;;;;;;tanh;(60, 40, 40);constant;500000;sgd +14.268.479.347.229.000;0.0;0.012539863586425781;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6956521739130435;0.6956521739130435;0.0;5409;0.7126436781609196;0.7126436781609196;0.0;5062;0.7441860465116279;0.7441860465116279;0.0;5303;0.7191011235955057;0.7191011235955057;0.0;5041;MLPClassifier;;;;;;;tanh;(80, 20, 60);adaptive;500000;sgd +2.444.361.925.125.120;0.0;0.010525941848754883;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6956521739130435;0.6956521739130435;0.0;5409;0.7126436781609196;0.7126436781609196;0.0;5062;0.7441860465116279;0.7441860465116279;0.0;5303;0.7191011235955057;0.7191011235955057;0.0;5041;MLPClassifier;;;;;;;tanh;(80, 100, 80);adaptive;500000;sgd +33.635.919.094.085.600;0.0;0.009974956512451172;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6956521739130435;0.6956521739130435;0.0;5409;0.7126436781609196;0.7126436781609196;0.0;5062;0.7441860465116279;0.7441860465116279;0.0;5303;0.7191011235955057;0.7191011235955057;0.0;5041;MLPClassifier;;;;;;;tanh;(100, 40, 100);constant;500000;sgd +1.232.314.109.802.240;0.0;0.007834196090698242;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6956521739130435;0.6956521739130435;0.0;5409;0.7126436781609196;0.7126436781609196;0.0;5062;0.7441860465116279;0.7441860465116279;0.0;5303;0.7191011235955057;0.7191011235955057;0.0;5041;MLPClassifier;;;;;;;relu;(30, 45);constant;500000;sgd +0.45344114303588867;0.0;0.010283946990966797;0.0;{'activation': 'identity', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;identity;40;adaptive;500000;sgd +0.3976728916168213;0.0;0.009163141250610352;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;identity;(30, 30);constant;500000;sgd +0.5504970550537109;0.0;0.012843847274780273;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;identity;(30, 75);constant;500000;sgd +0.5332541465759277;0.0;0.009319067001342773;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;identity;(45, 60);constant;500000;sgd +0.6615586280822754;0.0;0.00855708122253418;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;identity;(45, 75);adaptive;500000;sgd +0.7214689254760742;0.0;0.008910179138183594;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;identity;(45, 90);constant;500000;sgd +0.546743631362915;0.0;0.008783102035522461;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;identity;(60, 15);adaptive;500000;sgd +0.6942100524902344;0.0;0.011507034301757812;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;identity;(90, 30);constant;500000;sgd +0.6717369556427002;0.0;0.011785030364990234;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;identity;(90, 30);adaptive;500000;sgd +0.5042617321014404;0.0;0.011957168579101562;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;identity;(90, 45);constant;500000;sgd +0.8866481781005859;0.0;0.009582042694091797;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;identity;(20, 40, 100);adaptive;500000;sgd +0.8061490058898926;0.0;0.015100717544555664;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;identity;(20, 60, 60);adaptive;500000;sgd +12.502.970.695.495.600;0.0;0.009714841842651367;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;identity;(20, 100, 100);adaptive;500000;sgd +0.9331979751586914;0.0;0.010876178741455078;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;identity;(40, 100, 100);adaptive;500000;sgd +10.925.917.625.427.200;0.0;0.011209964752197266;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;identity;(60, 80, 40);constant;500000;sgd +13.191.590.309.143.000;0.0;0.01013493537902832;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;identity;(60, 80, 80);constant;500000;sgd +0.7792267799377441;0.0;0.010205984115600586;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;identity;(80, 20, 20);adaptive;500000;sgd +0.8613669872283936;0.0;0.010467767715454102;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;identity;(80, 40, 100);constant;500000;sgd +1.108.964.204.788.200;0.0;0.011565685272216797;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;identity;(80, 80, 60);constant;500000;sgd +13.128.399.848.937.900;0.0;0.017625093460083008;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;identity;(80, 100, 40);constant;500000;sgd +21.648.833.751.678.400;0.0;0.009945869445800781;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;identity;(100, 100, 60);adaptive;500000;sgd +0.6613178253173828;0.0;0.01005697250366211;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;logistic;10;adaptive;500000;adam +13.673.279.285.430.900;0.0;0.007113933563232422;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;logistic;25;constant;500000;sgd +14.030.482.769.012.400;0.0;0.011517763137817383;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;logistic;45;adaptive;500000;sgd +17.034.029.960.632.300;0.0;0.014513254165649414;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;logistic;70;constant;500000;sgd +0.649968147277832;0.0;0.008231878280639648;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;5;adaptive;500000;sgd +0.39171671867370605;0.0;0.010811090469360352;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;15;constant;500000;sgd +0.2767910957336426;0.0;0.007063150405883789;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;30;constant;500000;sgd +0.5515780448913574;0.0;0.008341073989868164;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;80;adaptive;500000;sgd +0.4627699851989746;0.0;0.0087890625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;85;constant;500000;sgd +0.5963990688323975;0.0;0.008249998092651367;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;85;adaptive;500000;sgd +10.918.700.695.037.800;0.0;0.008501052856445312;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(15, 75);constant;500000;sgd +11.863.231.658.935.500;0.0;0.007972002029418945;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(15, 90);adaptive;500000;sgd +0.7437827587127686;0.0;0.009095191955566406;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(45, 15);constant;500000;sgd +0.760181188583374;0.0;0.00925898551940918;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(45, 60);constant;500000;sgd +11.974.618.434.906.000;0.0;0.008897066116333008;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(45, 75);constant;500000;sgd +11.711.127.758.026.100;0.0;0.008970975875854492;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(45, 90);constant;500000;sgd +12.092.561.721.801.700;0.0;0.009912967681884766;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(45, 90);adaptive;500000;sgd +0.8773701190948486;0.0;0.008815765380859375;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(60, 45);constant;500000;sgd +1.483.558.177.947.990;0.0;0.008812904357910156;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(60, 60);adaptive;500000;sgd +0.9435088634490967;0.0;0.008458375930786133;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(75, 15);constant;500000;sgd +0.9735667705535889;0.0;0.008716106414794922;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(75, 30);constant;500000;sgd +0.9155199527740479;0.0;0.008668184280395508;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(75, 30);adaptive;500000;sgd +1.229.367.971.420.280;0.0;0.012650012969970703;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(75, 45);constant;500000;sgd +13.719.961.643.218.900;0.0;0.010301828384399414;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(75, 45);adaptive;500000;sgd +17.624.850.273.132.300;0.0;0.009903907775878906;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(75, 75);adaptive;500000;sgd +13.426.010.608.673.000;0.0;0.01111912727355957;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(75, 90);constant;500000;sgd +0.8804161548614502;0.0;0.012052774429321289;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(90, 15);constant;500000;sgd +14.866.318.702.697.700;0.0;0.010373115539550781;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(90, 45);adaptive;500000;sgd +13.023.838.996.887.200;0.0;0.008029937744140625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(20, 40, 20);adaptive;500000;sgd +15.736.041.069.030.700;0.0;0.008675813674926758;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(40, 40, 20);constant;500000;sgd +2.398.387.908.935.540;0.0;0.009742021560668945;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(40, 80, 80);constant;500000;sgd +3.826.550.006.866.450;0.0;0.009293079376220703;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(40, 100, 100);constant;500000;sgd +255.800.199.508.667;0.0;0.012131929397583008;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(60, 80, 60);constant;500000;sgd +20.057.709.217.071.500;0.0;0.0099639892578125;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(60, 100, 60);constant;500000;sgd +18.461.871.147.155.700;0.0;0.009293079376220703;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(80, 40, 40);constant;500000;sgd +1.788.647.174.835.200;0.0;0.008385896682739258;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(80, 40, 100);constant;500000;sgd +2.860.888.957.977.290;0.0;0.009612798690795898;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(80, 80, 60);constant;500000;sgd +2.382.319.927.215.570;0.0;0.010141134262084961;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(80, 100, 20);adaptive;500000;sgd +22.119.088.172.912.500;0.0;0.009849071502685547;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(80, 100, 80);constant;500000;sgd +2.534.284.830.093.380;0.0;0.011705160140991211;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(100, 60, 100);constant;500000;sgd +26.022.090.911.865.200;0.0;0.010400056838989258;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;tanh;(100, 100, 80);constant;500000;sgd +0.7532248497009277;0.0;0.007485151290893555;0.0;{'activation': 'relu', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;relu;55;adaptive;500000;sgd +0.8103549480438232;0.0;0.007781028747558594;0.0;{'activation': 'relu', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;relu;75;constant;500000;sgd +1.032.250.165.939.330;0.0;0.009189844131469727;0.0;{'activation': 'relu', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;relu;100;adaptive;500000;sgd +27.294.278.144.836.400;0.0;0.008685111999511719;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7045454545454546;0.7045454545454546;0.0;5210;0.7126436781609196;0.7126436781609196;0.0;5062;0.7209302325581395;0.7209302325581395;0.0;5439;0.7126436781609196;0.7126436781609196;0.0;5105;MLPClassifier;;;;;;;relu;(20, 40, 100);constant;500000;sgd +0.20024800300598145;0.0;0.008648157119750977;0.0;{'activation': 'identity', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;25;constant;500000;sgd +0.2331240177154541;0.0;0.008405923843383789;0.0;{'activation': 'identity', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;30;constant;500000;sgd +0.47250890731811523;0.0;0.008186101913452148;0.0;{'activation': 'identity', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;35;adaptive;500000;sgd +0.41230320930480957;0.0;0.007755756378173828;0.0;{'activation': 'identity', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;40;constant;500000;sgd +0.301846981048584;0.0;0.009279966354370117;0.0;{'activation': 'identity', 'hidden_layer_sizes': 70, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;70;constant;500000;sgd +0.4828002452850342;0.0;0.00824880599975586;0.0;{'activation': 'identity', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;95;adaptive;500000;sgd +0.3605618476867676;0.0;0.01114797592163086;0.0;{'activation': 'identity', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;100;constant;500000;sgd +0.4978630542755127;0.0;0.007858753204345703;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(30, 15);constant;500000;sgd +0.8010952472686768;0.0;0.008886098861694336;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(30, 45);adaptive;500000;sgd +0.4786510467529297;0.0;0.009661197662353516;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(30, 90);constant;500000;sgd +0.3156411647796631;0.0;0.010565757751464844;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(45, 15);constant;500000;sgd +0.6452889442443848;0.0;0.010519027709960938;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(45, 45);constant;500000;sgd +0.6136751174926758;0.0;0.011885881423950195;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(45, 60);adaptive;500000;sgd +0.583575963973999;0.0;0.008667945861816406;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(60, 60);constant;500000;sgd +0.8099620342254639;0.0;0.013547658920288086;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(60, 75);constant;500000;sgd +10.228.452.682.495.100;0.0;0.011166810989379883;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(60, 75);adaptive;500000;sgd +0.744091272354126;0.0;0.009584903717041016;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(60, 90);constant;500000;sgd +0.5765030384063721;0.0;0.009624719619750977;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(75, 30);adaptive;500000;sgd +0.8557589054107666;0.0;0.011717081069946289;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(75, 45);adaptive;500000;sgd +0.557945966720581;0.0;0.010796070098876953;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(75, 60);constant;500000;sgd +0.9707210063934326;0.0;0.010444164276123047;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(75, 90);constant;500000;sgd +0.584763765335083;0.0;0.010973215103149414;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(90, 15);adaptive;500000;sgd +0.73744797706604;0.0;0.014317035675048828;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(90, 75);constant;500000;sgd +1.112.684.965.133.660;0.0;0.01717519760131836;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(90, 90);adaptive;500000;sgd +0.5351841449737549;0.0;0.014098882675170898;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(20, 20, 20);constant;500000;sgd +0.6568279266357422;0.0;0.008126974105834961;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(20, 20, 20);adaptive;500000;sgd +0.8394722938537598;0.0;0.008398056030273438;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(20, 20, 40);adaptive;500000;sgd +0.6050450801849365;0.0;0.01349186897277832;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(20, 40, 40);adaptive;500000;sgd +0.49257802963256836;0.0;0.00911092758178711;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(20, 60, 20);constant;500000;sgd +0.5515198707580566;0.0;0.010817766189575195;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(20, 60, 40);constant;500000;sgd +0.5664331912994385;0.0;0.011152982711791992;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(20, 60, 60);constant;500000;sgd +0.8691849708557129;0.0;0.010471820831298828;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(20, 100, 40);adaptive;500000;sgd +15.228.791.236.877.400;0.0;0.013875961303710938;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(20, 100, 60);adaptive;500000;sgd +0.7559359073638916;0.0;0.009660959243774414;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(40, 20, 20);constant;500000;sgd +0.6125500202178955;0.0;0.009569883346557617;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(40, 20, 20);adaptive;500000;sgd +0.8736288547515869;0.0;0.009537935256958008;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(40, 20, 40);adaptive;500000;sgd +0.47936201095581055;0.0;0.014526844024658203;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(40, 20, 100);constant;500000;sgd +0.6952502727508545;0.0;0.009212732315063477;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(40, 40, 20);constant;500000;sgd +0.60872483253479;0.0;0.01336216926574707;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(40, 40, 40);adaptive;500000;sgd +10.738.661.289.215.000;0.0;0.009018898010253906;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(40, 40, 100);constant;500000;sgd +1.432.636.022.567.740;0.0;0.009429931640625;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(40, 60, 40);adaptive;500000;sgd +0.8822281360626221;0.0;0.009588956832885742;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(40, 60, 60);constant;500000;sgd +1.336.202.621.459.960;0.0;0.00952911376953125;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(40, 60, 80);adaptive;500000;sgd +14.044.971.466.064.400;0.0;0.009790897369384766;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(40, 80, 100);adaptive;500000;sgd +0.6899199485778809;0.0;0.011170148849487305;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(40, 100, 60);constant;500000;sgd +11.648.471.355.438.200;0.0;0.014997005462646484;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(40, 100, 60);adaptive;500000;sgd +0.7597298622131348;0.0;0.007998943328857422;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(60, 40, 40);constant;500000;sgd +0.9611051082611084;0.0;0.011249065399169922;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(60, 40, 100);constant;500000;sgd +10.503.020.286.560.000;0.0;0.010953903198242188;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(60, 60, 20);adaptive;500000;sgd +0.7825679779052734;0.0;0.009891986846923828;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(60, 60, 60);adaptive;500000;sgd +1.122.666.835.784.910;0.0;0.013381242752075195;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(60, 60, 80);constant;500000;sgd +14.268.202.781.677.200;0.0;0.009505987167358398;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(60, 60, 100);adaptive;500000;sgd +12.329.611.778.259.200;0.0;0.012625932693481445;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(60, 80, 20);adaptive;500000;sgd +0.9909460544586182;0.0;0.007280826568603516;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(60, 80, 60);constant;500000;sgd +1.143.205.165.863.030;0.0;0.014900922775268555;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(60, 80, 60);adaptive;500000;sgd +15.009.069.442.749.000;0.0;0.009943008422851562;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(60, 80, 80);adaptive;500000;sgd +15.281.007.289.886.400;0.0;0.010820150375366211;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(60, 80, 100);adaptive;500000;sgd +16.642.379.760.742.100;0.0;0.009461164474487305;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(60, 100, 100);adaptive;500000;sgd +0.6982707977294922;0.0;0.009385108947753906;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(80, 40, 20);adaptive;500000;sgd +0.9667961597442627;0.0;0.010167837142944336;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(80, 40, 80);constant;500000;sgd +14.751.548.767.089.800;0.0;0.009869098663330078;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(80, 40, 100);adaptive;500000;sgd +10.471.680.164.337.100;0.0;0.009731054306030273;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(80, 60, 20);constant;500000;sgd +10.882.890.224.456.700;0.0;0.011304855346679688;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(80, 60, 80);constant;500000;sgd +13.898.777.961.730.900;0.0;0.014039039611816406;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(80, 60, 80);adaptive;500000;sgd +13.448.262.214.660.600;0.0;0.011833906173706055;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(80, 60, 100);adaptive;500000;sgd +0.5801546573638916;0.0;0.009569168090820312;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(80, 80, 40);constant;500000;sgd +16.594.178.676.605.200;0.0;0.011350870132446289;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(80, 100, 20);adaptive;500000;sgd +13.928.430.080.413.800;0.0;0.009998798370361328;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(80, 100, 80);constant;500000;sgd +16.122.827.529.907.200;0.0;0.011190176010131836;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(80, 100, 80);adaptive;500000;sgd +21.864.430.904.388.400;0.0;0.015213966369628906;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(80, 100, 100);adaptive;500000;sgd +0.8357751369476318;0.0;0.009690046310424805;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(100, 20, 20);adaptive;500000;sgd +0.9451749324798584;0.0;0.012085914611816406;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(100, 20, 40);adaptive;500000;sgd +0.6195530891418457;0.0;0.011157035827636719;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(100, 20, 80);constant;500000;sgd +0.7108709812164307;0.0;0.009733915328979492;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(100, 20, 100);constant;500000;sgd +0.746467113494873;0.0;0.013009071350097656;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(100, 40, 20);constant;500000;sgd +12.946.059.703.826.900;0.0;0.012985944747924805;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(100, 40, 80);adaptive;500000;sgd +14.045.231.342.315.600;0.0;0.00983285903930664;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(100, 40, 100);adaptive;500000;sgd +12.479.758.262.634.200;0.0;0.009422063827514648;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(100, 60, 60);constant;500000;sgd +0.8639259338378906;0.0;0.010671854019165039;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(100, 60, 80);constant;500000;sgd +17.654.168.605.804.400;0.0;0.016604185104370117;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(100, 60, 80);adaptive;500000;sgd +15.595.729.351.043.700;0.0;0.015837907791137695;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(100, 80, 60);adaptive;500000;sgd +13.997.483.253.479.000;0.0;0.012978792190551758;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(100, 80, 80);adaptive;500000;sgd +11.405.680.179.595.900;0.0;0.010525941848754883;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(100, 100, 40);constant;500000;sgd +1.749.725.103.378.290;0.0;0.008430004119873047;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(100, 100, 80);constant;500000;sgd +15.674.488.544.464.100;0.0;0.00829005241394043;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;identity;(100, 100, 100);constant;500000;sgd +0.520298957824707;0.0;0.007332801818847656;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;logistic;15;invscaling;500000;adam +0.5472428798675537;0.0;0.0074312686920166016;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;logistic;15;adaptive;500000;adam +0.6335189342498779;0.0;0.009850025177001953;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;logistic;20;constant;500000;adam +0.593299150466919;0.0;0.007333993911743164;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;logistic;20;invscaling;500000;adam +0.5782101154327393;0.0;0.009542226791381836;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;logistic;20;adaptive;500000;adam +0.6398017406463623;0.0;0.007580995559692383;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 25, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;logistic;25;constant;500000;adam +0.6345539093017578;0.0;0.01006007194519043;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;logistic;25;invscaling;500000;adam +14.841.039.180.755.600;0.0;0.010875940322875977;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;logistic;50;adaptive;500000;sgd +0.6059069633483887;0.0;0.013470172882080078;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;tanh;70;adaptive;500000;sgd +0.547691822052002;0.0;0.007992982864379883;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;tanh;75;constant;500000;sgd +0.6176891326904297;0.0;0.008450984954833984;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;tanh;100;constant;500000;sgd +0.9927690029144287;0.0;0.016869783401489258;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;tanh;100;adaptive;500000;sgd +14.545.671.939.849.800;0.0;0.009887933731079102;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;tanh;(20, 20, 60);constant;500000;sgd +0.7551970481872559;0.0;0.007853984832763672;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;tanh;(20, 40, 40);constant;500000;sgd +14.075.946.807.861.300;0.0;0.00812530517578125;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;tanh;(20, 40, 60);adaptive;500000;sgd +23.905.420.303.344.700;0.0;0.009530305862426758;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;tanh;(80, 60, 100);adaptive;500000;sgd +0.783933162689209;0.0;0.008963823318481445;0.0;{'activation': 'relu', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;relu;5;constant;500000;sgd +0.5067601203918457;0.0;0.008236885070800781;0.0;{'activation': 'relu', 'hidden_layer_sizes': 20, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;relu;20;constant;500000;sgd +0.7628509998321533;0.0;0.007185935974121094;0.0;{'activation': 'relu', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;relu;45;adaptive;500000;sgd +0.09407496452331543;0.0;0.01012873649597168;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.7126436781609196;0.7126436781609196;0.0;5062;0.6976744186046512;0.6976744186046512;0.0;5651;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;relu;(20, 40, 100);invscaling;500000;sgd +0.8593168258666992;0.0;0.009286880493164062;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.725;0.725;0.0;4674;0.7126436781609196;0.7126436781609196;0.0;5062;0.6744186046511628;0.6744186046511628;0.0;5890;0.6987951807228916;0.6987951807228916;0.0;5340;MLPClassifier;;;;;;;identity;(20, 60, 20);adaptive;500000;sgd +0.7426800727844238;0.0;0.011573076248168945;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.725;0.725;0.0;4674;0.7126436781609196;0.7126436781609196;0.0;5062;0.6744186046511628;0.6744186046511628;0.0;5890;0.6987951807228916;0.6987951807228916;0.0;5340;MLPClassifier;;;;;;;identity;(20, 80, 60);constant;500000;sgd +10.464.897.155.761.700;0.0;0.013073921203613281;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.725;0.725;0.0;4674;0.7126436781609196;0.7126436781609196;0.0;5062;0.6744186046511628;0.6744186046511628;0.0;5890;0.6987951807228916;0.6987951807228916;0.0;5340;MLPClassifier;;;;;;;identity;(20, 100, 60);constant;500000;sgd +13.939.158.916.473.300;0.0;0.010957956314086914;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.725;0.725;0.0;4674;0.7126436781609196;0.7126436781609196;0.0;5062;0.6744186046511628;0.6744186046511628;0.0;5890;0.6987951807228916;0.6987951807228916;0.0;5340;MLPClassifier;;;;;;;identity;(40, 80, 100);constant;500000;sgd +0.415726900100708;0.0;0.006222963333129883;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.725;0.725;0.0;4674;0.7126436781609196;0.7126436781609196;0.0;5062;0.6744186046511628;0.6744186046511628;0.0;5890;0.6987951807228916;0.6987951807228916;0.0;5340;MLPClassifier;;;;;;;tanh;60;constant;500000;sgd +0.7701151371002197;0.0;0.007314920425415039;0.0;{'activation': 'relu', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.725;0.725;0.0;4674;0.7126436781609196;0.7126436781609196;0.0;5062;0.6744186046511628;0.6744186046511628;0.0;5890;0.6987951807228916;0.6987951807228916;0.0;5340;MLPClassifier;;;;;;;relu;50;adaptive;500000;sgd +0.7478630542755127;0.0;0.007283926010131836;0.0;{'activation': 'relu', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.725;0.725;0.0;4674;0.7126436781609196;0.7126436781609196;0.0;5062;0.6744186046511628;0.6744186046511628;0.0;5890;0.6987951807228916;0.6987951807228916;0.0;5340;MLPClassifier;;;;;;;relu;55;constant;500000;sgd +0.582089900970459;0.0;0.010132074356079102;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.8214285714285714;0.8214285714285714;0.0;482;0.7126436781609196;0.7126436781609196;0.0;5062;0.5348837209302325;0.5348837209302325;0.0;6048;0.647887323943662;0.647887323943662;0.0;5847;MLPClassifier;;;;;;;tanh;(100, 100, 60);invscaling;500000;sgd +0.42600011825561523;0.0;0.00904393196105957;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.660377358490566;0.660377358490566;0.0;5589;0.7011494252873564;0.7011494252873564;0.0;5271;0.813953488372093;0.813953488372093;0.0;3937;0.7291666666666667;0.7291666666666667;0.0;4918;MLPClassifier;;;;;;;identity;(15, 90);invscaling;500000;sgd +13.520.362.377.166.700;0.0;0.010602712631225586;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.673469387755102;0.673469387755102;0.0;5566;0.7011494252873564;0.7011494252873564;0.0;5271;0.7674418604651163;0.7674418604651163;0.0;5116;0.7173913043478259;0.7173913043478259;0.0;5068;MLPClassifier;;;;;;;tanh;(15, 15);constant;500000;sgd +0.6416401863098145;0.0;0.008320093154907227;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.673469387755102;0.673469387755102;0.0;5566;0.7011494252873564;0.7011494252873564;0.0;5271;0.7674418604651163;0.7674418604651163;0.0;5116;0.7173913043478259;0.7173913043478259;0.0;5068;MLPClassifier;;;;;;;tanh;(20, 20, 40);constant;500000;sgd +0.15267300605773926;0.0;0.01067495346069336;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6808510638297872;0.6808510638297872;0.0;5535;0.7011494252873564;0.7011494252873564;0.0;5271;0.7441860465116279;0.7441860465116279;0.0;5303;0.711111111111111;0.711111111111111;0.0;5171;MLPClassifier;;;;;;;identity;(100, 40, 40);invscaling;500000;sgd +12.614.610.195.159.900;0.0;0.008781909942626953;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6808510638297872;0.6808510638297872;0.0;5535;0.7011494252873564;0.7011494252873564;0.0;5271;0.7441860465116279;0.7441860465116279;0.0;5303;0.711111111111111;0.711111111111111;0.0;5171;MLPClassifier;;;;;;;tanh;(40, 20, 100);constant;500000;sgd +0.9506349563598633;0.0;0.007508993148803711;0.0;{'activation': 'relu', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6808510638297872;0.6808510638297872;0.0;5535;0.7011494252873564;0.7011494252873564;0.0;5271;0.7441860465116279;0.7441860465116279;0.0;5303;0.711111111111111;0.711111111111111;0.0;5171;MLPClassifier;;;;;;;relu;60;adaptive;500000;sgd +0.313157320022583;0.0;0.009169816970825195;0.0;{'activation': 'identity', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;identity;55;constant;500000;sgd +0.5280869007110596;0.0;0.011725902557373047;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;identity;(20, 40, 40);constant;500000;sgd +0.6883602142333984;0.0;0.0088348388671875;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;identity;(40, 20, 60);adaptive;500000;sgd +0.9010841846466064;0.0;0.009496927261352539;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;identity;(40, 80, 60);constant;500000;sgd +0.7382903099060059;0.0;0.009374856948852539;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;identity;(60, 40, 20);constant;500000;sgd +0.6414027214050293;0.0;0.009664058685302734;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;identity;(100, 20, 20);constant;500000;sgd +0.8690390586853027;0.0;0.01845693588256836;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;identity;(100, 60, 20);constant;500000;sgd +0.8119890689849854;0.0;0.007479667663574219;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;logistic;5;invscaling;500000;adam +0.7915618419647217;0.0;0.008062124252319336;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;logistic;5;adaptive;500000;adam +0.7435071468353271;0.0;0.0075609683990478516;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;logistic;10;constant;500000;adam +0.6642107963562012;0.0;0.00910496711730957;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;logistic;10;invscaling;500000;adam +0.4562990665435791;0.0;0.0070819854736328125;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;25;adaptive;500000;sgd +0.4457390308380127;0.0;0.007226705551147461;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;35;constant;500000;sgd +0.4983408451080322;0.0;0.007647991180419922;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;55;adaptive;500000;sgd +0.6194849014282227;0.0;0.007963180541992188;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;65;adaptive;500000;sgd +0.43584585189819336;0.0;0.008529901504516602;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;95;constant;500000;sgd +0.7220978736877441;0.0;0.0075800418853759766;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;(15, 45);adaptive;500000;sgd +0.566910982131958;0.0;0.008535146713256836;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;(30, 15);constant;500000;sgd +1.081.935.167.312.620;0.0;0.009395837783813477;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;(30, 60);constant;500000;sgd +10.758.099.555.969.200;0.0;0.008740901947021484;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;(30, 75);adaptive;500000;sgd +1.099.975.824.356.070;0.0;0.010549068450927734;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;(30, 90);adaptive;500000;sgd +0.98927903175354;0.0;0.008122682571411133;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;(45, 15);adaptive;500000;sgd +0.8241739273071289;0.0;0.008054018020629883;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;(45, 30);constant;500000;sgd +0.7478389739990234;0.0;0.00836491584777832;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;(45, 45);constant;500000;sgd +10.261.330.604.553.200;0.0;0.008158206939697266;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;(60, 15);adaptive;500000;sgd +0.9138658046722412;0.0;0.00865316390991211;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;(60, 30);constant;500000;sgd +1.282.681.941.986.080;0.0;0.008851051330566406;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;(60, 45);adaptive;500000;sgd +10.484.108.924.865.700;0.0;0.009962081909179688;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;(60, 60);constant;500000;sgd +11.368.720.531.463.600;0.0;0.011040925979614258;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;(75, 15);adaptive;500000;sgd +15.019.350.051.879.800;0.0;0.008974075317382812;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;(75, 75);constant;500000;sgd +1.679.572.343.826.290;0.0;0.009395837783813477;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;(90, 60);adaptive;500000;sgd +12.816.119.194.030.700;0.0;0.00923299789428711;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;(90, 75);constant;500000;sgd +1.339.897.871.017.450;0.0;0.012440204620361328;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;(20, 60, 40);constant;500000;sgd +18.230.862.617.492.600;0.0;0.010998010635375977;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;(40, 40, 100);adaptive;500000;sgd +1.638.861.894.607.540;0.0;0.008884906768798828;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;(40, 100, 60);constant;500000;sgd +13.332.207.202.911.300;0.0;0.012968063354492188;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;(60, 20, 80);constant;500000;sgd +2.712.074.041.366.570;0.0;0.014164924621582031;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;(60, 40, 100);adaptive;500000;sgd +2.992.295.026.779.170;0.0;0.011020183563232422;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;(60, 100, 80);adaptive;500000;sgd +13.618.688.583.374.000;0.0;0.015024900436401367;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;(80, 40, 20);adaptive;500000;sgd +2.145.965.099.334.710;0.0;0.009366989135742188;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;(80, 60, 60);constant;500000;sgd +17.329.421.043.395.900;0.0;0.012837886810302734;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;(100, 20, 100);constant;500000;sgd +28.540.868.759.155.200;0.0;0.018777132034301758;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;(100, 40, 60);adaptive;500000;sgd +29.674.477.577.209.400;0.0;0.009563207626342773;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;(100, 60, 60);adaptive;500000;sgd +2.853.843.927.383.420;0.0;0.009260177612304688;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;tanh;(100, 60, 100);adaptive;500000;sgd +0.7534279823303223;0.0;0.01329803466796875;0.0;{'activation': 'relu', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;relu;10;adaptive;500000;sgd +0.6913561820983887;0.0;0.006749868392944336;0.0;{'activation': 'relu', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;relu;45;constant;500000;sgd +1.123.621.940.612.790;0.0;0.009400129318237305;0.0;{'activation': 'relu', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6888888888888889;0.6888888888888889;0.0;5464;0.7011494252873564;0.7011494252873564;0.0;5271;0.7209302325581395;0.7209302325581395;0.0;5439;0.7045454545454545;0.7045454545454545;0.0;5285;MLPClassifier;;;;;;;relu;90;adaptive;500000;sgd +0.5040886402130127;0.0;0.009946107864379883;0.0;{'activation': 'identity', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;5;adaptive;500000;sgd +0.3803260326385498;0.0;0.007967948913574219;0.0;{'activation': 'identity', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'adam'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;10;invscaling;500000;adam +0.3508291244506836;0.0;0.00867605209350586;0.0;{'activation': 'identity', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;20;adaptive;500000;sgd +0.3201258182525635;0.0;0.011407136917114258;0.0;{'activation': 'identity', 'hidden_layer_sizes': 50, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;50;adaptive;500000;sgd +0.4225730895996094;0.0;0.011150121688842773;0.0;{'activation': 'identity', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;65;constant;500000;sgd +0.45926880836486816;0.0;0.01160287857055664;0.0;{'activation': 'identity', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;70;adaptive;500000;sgd +0.5765070915222168;0.0;0.0090179443359375;0.0;{'activation': 'identity', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;90;adaptive;500000;sgd +0.4453601837158203;0.0;0.01039576530456543;0.0;{'activation': 'identity', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;95;constant;500000;sgd +0.41165804862976074;0.0;0.011142969131469727;0.0;{'activation': 'identity', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;100;adaptive;500000;sgd +0.2995591163635254;0.0;0.015019893646240234;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(15, 15);constant;500000;sgd +0.37018489837646484;0.0;0.008461713790893555;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(15, 15);adaptive;500000;sgd +0.46051883697509766;0.0;0.008900165557861328;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(15, 30);adaptive;500000;sgd +0.5777032375335693;0.0;0.010404825210571289;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(15, 90);constant;500000;sgd +0.8490700721740723;0.0;0.011444091796875;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(15, 90);adaptive;500000;sgd +0.8183841705322266;0.0;0.00868082046508789;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(30, 75);adaptive;500000;sgd +0.5150249004364014;0.0;0.01263880729675293;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(45, 15);adaptive;500000;sgd +0.8276441097259521;0.0;0.01112985610961914;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(45, 90);adaptive;500000;sgd +0.35148191452026367;0.0;0.010137081146240234;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(60, 45);constant;500000;sgd +0.5462489128112793;0.0;0.014930248260498047;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(75, 45);constant;500000;sgd +0.9013011455535889;0.0;0.005936861038208008;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(75, 60);adaptive;500000;sgd +0.8807179927825928;0.0;0.0074160099029541016;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(90, 45);adaptive;500000;sgd +0.8616788387298584;0.0;0.011749029159545898;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(90, 60);constant;500000;sgd +0.8475658893585205;0.0;0.010985136032104492;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(90, 75);adaptive;500000;sgd +0.908038854598999;0.0;0.012272119522094727;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(90, 90);constant;500000;sgd +0.6562838554382324;0.0;0.004687070846557617;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(20, 20, 60);adaptive;500000;sgd +0.34267115592956543;0.0;0.012876749038696289;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(20, 20, 80);constant;500000;sgd +0.841886043548584;0.0;0.00933074951171875;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(20, 20, 80);adaptive;500000;sgd +0.7601578235626221;0.0;0.010434150695800781;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(20, 40, 80);constant;500000;sgd +0.9483671188354492;0.0;0.009491920471191406;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(20, 60, 100);adaptive;500000;sgd +0.9446010589599609;0.0;0.01106405258178711;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(20, 80, 40);adaptive;500000;sgd +0.4579331874847412;0.0;0.009338855743408203;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(40, 20, 40);constant;500000;sgd +0.6064350605010986;0.0;0.009791851043701172;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(40, 20, 80);constant;500000;sgd +0.8211991786956787;0.0;0.01234579086303711;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(40, 40, 40);constant;500000;sgd +11.375.501.155.853.200;0.0;0.012005090713500977;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(40, 80, 60);adaptive;500000;sgd +0.7441329956054688;0.0;0.01013803482055664;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(40, 80, 80);constant;500000;sgd +0.8639059066772461;0.0;0.0090179443359375;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(60, 20, 100);constant;500000;sgd +0.6155388355255127;0.0;0.010084152221679688;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(80, 20, 40);constant;500000;sgd +0.7675199508666992;0.0;0.016065120697021484;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(80, 20, 60);adaptive;500000;sgd +0.940687894821167;0.0;0.009070158004760742;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(80, 20, 80);constant;500000;sgd +1.099.532.127.380.370;0.0;0.012104988098144531;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(80, 60, 40);adaptive;500000;sgd +0.7712922096252441;0.0;0.01164102554321289;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(80, 100, 20);constant;500000;sgd +12.381.870.746.612.500;0.0;0.012115955352783203;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(100, 20, 80);adaptive;500000;sgd +1.000.931.978.225.700;0.0;0.009317159652709961;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(100, 20, 100);adaptive;500000;sgd +0.8294079303741455;0.0;0.009824991226196289;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(100, 40, 80);constant;500000;sgd +1.458.406.925.201.410;0.0;0.018805980682373047;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(100, 60, 60);adaptive;500000;sgd +15.484.111.309.051.500;0.0;0.009980916976928711;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(100, 60, 100);adaptive;500000;sgd +13.754.949.569.702.100;0.0;0.016796112060546875;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;identity;(100, 80, 80);constant;500000;sgd +0.8719742298126221;0.0;0.008582830429077148;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;logistic;5;constant;500000;adam +0.6030440330505371;0.0;0.007233142852783203;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'adam'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;logistic;15;constant;500000;adam +20.784.800.052.642.800;0.0;0.008420944213867188;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 90, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;logistic;90;adaptive;500000;sgd +0.4805111885070801;0.0;0.007143735885620117;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;tanh;40;constant;500000;sgd +0.33937788009643555;0.0;0.0077702999114990234;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;tanh;50;constant;500000;sgd +0.428394079208374;0.0;0.008046865463256836;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;tanh;65;constant;500000;sgd +0.637152910232544;0.0;0.007850885391235352;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;tanh;75;adaptive;500000;sgd +0.5877537727355957;0.0;0.014384031295776367;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;tanh;80;constant;500000;sgd +0.6745688915252686;0.0;0.008187294006347656;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;tanh;95;adaptive;500000;sgd +0.8016619682312012;0.0;0.008196115493774414;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;tanh;(15, 30);constant;500000;sgd +0.9139649868011475;0.0;0.00785374641418457;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;tanh;(15, 60);adaptive;500000;sgd +0.6974210739135742;0.0;0.009776115417480469;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;tanh;(30, 90);constant;500000;sgd +1.076.794.147.491.450;0.0;0.010727882385253906;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;tanh;(45, 75);adaptive;500000;sgd +13.364.732.265.472.400;0.0;0.008783817291259766;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;tanh;(60, 75);adaptive;500000;sgd +13.968.639.373.779.200;0.0;0.013586997985839844;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;tanh;(75, 60);constant;500000;sgd +14.839.982.986.450.100;0.0;0.008977890014648438;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;tanh;(75, 60);adaptive;500000;sgd +151.705.002.784.729;0.0;0.009226799011230469;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;tanh;(75, 90);adaptive;500000;sgd +1.311.405.897.140.500;0.0;0.007982969284057617;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;tanh;(90, 15);adaptive;500000;sgd +1.244.075.059.890.740;0.0;0.009480953216552734;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;tanh;(90, 90);constant;500000;sgd +0.9621949195861816;0.0;0.008547067642211914;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;tanh;(40, 20, 60);constant;500000;sgd +12.378.010.749.816.800;0.0;0.008467912673950195;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;tanh;(40, 20, 60);adaptive;500000;sgd +2.351.719.856.262.200;0.0;0.010039091110229492;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;tanh;(80, 80, 100);constant;500000;sgd +0.5018789768218994;0.0;0.007415056228637695;0.0;{'activation': 'relu', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;relu;15;adaptive;500000;sgd +0.48606324195861816;0.0;0.00833272933959961;0.0;{'activation': 'relu', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;relu;20;adaptive;500000;sgd +0.8486309051513672;0.0;0.0070569515228271484;0.0;{'activation': 'relu', 'hidden_layer_sizes': 30, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;relu;30;adaptive;500000;sgd +0.7916522026062012;0.0;0.0075337886810302734;0.0;{'activation': 'relu', 'hidden_layer_sizes': 60, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;relu;60;constant;500000;sgd +0.9254937171936035;0.0;0.008926153182983398;0.0;{'activation': 'relu', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;relu;65;adaptive;500000;sgd +0.7897789478302002;0.0;0.007772922515869141;0.0;{'activation': 'relu', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;relu;80;constant;500000;sgd +0.9009401798248291;0.0;0.007934808731079102;0.0;{'activation': 'relu', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6976744186046512;0.6976744186046512;0.0;5330;0.7011494252873564;0.7011494252873564;0.0;5271;0.6976744186046512;0.6976744186046512;0.0;5651;0.6976744186046512;0.6976744186046512;0.0;5348;MLPClassifier;;;;;;;relu;95;constant;500000;sgd +0.24932289123535156;0.0;0.008297920227050781;0.0;{'activation': 'identity', 'hidden_layer_sizes': 15, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7073170731707317;0.7073170731707317;0.0;5183;0.7011494252873564;0.7011494252873564;0.0;5271;0.6744186046511628;0.6744186046511628;0.0;5890;0.6904761904761904;0.6904761904761904;0.0;5439;MLPClassifier;;;;;;;identity;15;constant;500000;sgd +0.3984408378601074;0.0;0.011941194534301758;0.0;{'activation': 'identity', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7073170731707317;0.7073170731707317;0.0;5183;0.7011494252873564;0.7011494252873564;0.0;5271;0.6744186046511628;0.6744186046511628;0.0;5890;0.6904761904761904;0.6904761904761904;0.0;5439;MLPClassifier;;;;;;;identity;15;adaptive;500000;sgd +0.3049139976501465;0.0;0.008573293685913086;0.0;{'activation': 'identity', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7073170731707317;0.7073170731707317;0.0;5183;0.7011494252873564;0.7011494252873564;0.0;5271;0.6744186046511628;0.6744186046511628;0.0;5890;0.6904761904761904;0.6904761904761904;0.0;5439;MLPClassifier;;;;;;;identity;75;constant;500000;sgd +0.3972947597503662;0.0;0.013314008712768555;0.0;{'activation': 'identity', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7073170731707317;0.7073170731707317;0.0;5183;0.7011494252873564;0.7011494252873564;0.0;5271;0.6744186046511628;0.6744186046511628;0.0;5890;0.6904761904761904;0.6904761904761904;0.0;5439;MLPClassifier;;;;;;;identity;90;constant;500000;sgd +0.5883500576019287;0.0;0.008284807205200195;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7073170731707317;0.7073170731707317;0.0;5183;0.7011494252873564;0.7011494252873564;0.0;5271;0.6744186046511628;0.6744186046511628;0.0;5890;0.6904761904761904;0.6904761904761904;0.0;5439;MLPClassifier;;;;;;;identity;(15, 60);adaptive;500000;sgd +0.40198802947998047;0.0;0.009676694869995117;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7073170731707317;0.7073170731707317;0.0;5183;0.7011494252873564;0.7011494252873564;0.0;5271;0.6744186046511628;0.6744186046511628;0.0;5890;0.6904761904761904;0.6904761904761904;0.0;5439;MLPClassifier;;;;;;;identity;(30, 60);constant;500000;sgd +0.70843505859375;0.0;0.011516094207763672;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7073170731707317;0.7073170731707317;0.0;5183;0.7011494252873564;0.7011494252873564;0.0;5271;0.6744186046511628;0.6744186046511628;0.0;5890;0.6904761904761904;0.6904761904761904;0.0;5439;MLPClassifier;;;;;;;identity;(45, 30);adaptive;500000;sgd +0.5918178558349609;0.0;0.017154216766357422;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7073170731707317;0.7073170731707317;0.0;5183;0.7011494252873564;0.7011494252873564;0.0;5271;0.6744186046511628;0.6744186046511628;0.0;5890;0.6904761904761904;0.6904761904761904;0.0;5439;MLPClassifier;;;;;;;identity;(45, 75);constant;500000;sgd +11.635.661.125.183.100;0.0;0.009863853454589844;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7073170731707317;0.7073170731707317;0.0;5183;0.7011494252873564;0.7011494252873564;0.0;5271;0.6744186046511628;0.6744186046511628;0.0;5890;0.6904761904761904;0.6904761904761904;0.0;5439;MLPClassifier;;;;;;;identity;(20, 80, 80);constant;500000;sgd +0.6801290512084961;0.0;0.011111974716186523;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7073170731707317;0.7073170731707317;0.0;5183;0.7011494252873564;0.7011494252873564;0.0;5271;0.6744186046511628;0.6744186046511628;0.0;5890;0.6904761904761904;0.6904761904761904;0.0;5439;MLPClassifier;;;;;;;identity;(40, 20, 80);adaptive;500000;sgd +0.8467128276824951;0.0;0.012616157531738281;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7073170731707317;0.7073170731707317;0.0;5183;0.7011494252873564;0.7011494252873564;0.0;5271;0.6744186046511628;0.6744186046511628;0.0;5890;0.6904761904761904;0.6904761904761904;0.0;5439;MLPClassifier;;;;;;;identity;(40, 20, 100);adaptive;500000;sgd +0.5549650192260742;0.0;0.01037907600402832;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7073170731707317;0.7073170731707317;0.0;5183;0.7011494252873564;0.7011494252873564;0.0;5271;0.6744186046511628;0.6744186046511628;0.0;5890;0.6904761904761904;0.6904761904761904;0.0;5439;MLPClassifier;;;;;;;identity;(60, 20, 40);constant;500000;sgd +0.7595911026000977;0.0;0.009575843811035156;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7073170731707317;0.7073170731707317;0.0;5183;0.7011494252873564;0.7011494252873564;0.0;5271;0.6744186046511628;0.6744186046511628;0.0;5890;0.6904761904761904;0.6904761904761904;0.0;5439;MLPClassifier;;;;;;;identity;(60, 40, 60);constant;500000;sgd +0.8310647010803223;0.0;0.016208171844482422;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7073170731707317;0.7073170731707317;0.0;5183;0.7011494252873564;0.7011494252873564;0.0;5271;0.6744186046511628;0.6744186046511628;0.0;5890;0.6904761904761904;0.6904761904761904;0.0;5439;MLPClassifier;;;;;;;identity;(80, 60, 60);constant;500000;sgd +18.221.168.518.066.400;0.0;0.01524496078491211;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 75, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7073170731707317;0.7073170731707317;0.0;5183;0.7011494252873564;0.7011494252873564;0.0;5271;0.6744186046511628;0.6744186046511628;0.0;5890;0.6904761904761904;0.6904761904761904;0.0;5439;MLPClassifier;;;;;;;logistic;75;constant;500000;sgd +19.964.299.201.965.300;0.0;0.007905006408691406;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7073170731707317;0.7073170731707317;0.0;5183;0.7011494252873564;0.7011494252873564;0.0;5271;0.6744186046511628;0.6744186046511628;0.0;5890;0.6904761904761904;0.6904761904761904;0.0;5439;MLPClassifier;;;;;;;logistic;85;adaptive;500000;sgd +0.6976640224456787;0.0;0.007561922073364258;0.0;{'activation': 'relu', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7073170731707317;0.7073170731707317;0.0;5183;0.7011494252873564;0.7011494252873564;0.0;5271;0.6744186046511628;0.6744186046511628;0.0;5890;0.6904761904761904;0.6904761904761904;0.0;5439;MLPClassifier;;;;;;;relu;40;adaptive;500000;sgd +0.9752810001373291;0.0;0.007981061935424805;0.0;{'activation': 'relu', 'hidden_layer_sizes': 95, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7073170731707317;0.7073170731707317;0.0;5183;0.7011494252873564;0.7011494252873564;0.0;5271;0.6744186046511628;0.6744186046511628;0.0;5890;0.6904761904761904;0.6904761904761904;0.0;5439;MLPClassifier;;;;;;;relu;95;adaptive;500000;sgd +0.6746203899383545;0.0;0.008871793746948242;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.717948717948718;0.717948717948718;0.0;4860;0.7011494252873564;0.7011494252873564;0.0;5271;0.6511627906976745;0.6511627906976745;0.0;5953;0.6829268292682927;0.6829268292682927;0.0;5479;MLPClassifier;;;;;;;identity;(100, 20, 60);constant;500000;sgd +0.7339229583740234;0.0;0.010842084884643555;0.0;{'activation': 'relu', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7297297297297297;0.7297297297297297;0.0;4000;0.7011494252873564;0.7011494252873564;0.0;5271;0.627906976744186;0.627906976744186;0.0;5984;0.675;0.675;0.0;5502;MLPClassifier;;;;;;;relu;5;adaptive;500000;sgd +0.18319487571716309;0.0;0.00884699821472168;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7575757575757576;0.7575757575757576;0.0;2879;0.7011494252873564;0.7011494252873564;0.0;5271;0.5813953488372093;0.5813953488372093;0.0;6016;0.6578947368421053;0.6578947368421053;0.0;5819;MLPClassifier;;;;;;;tanh;(100, 40, 40);invscaling;500000;sgd +201.045.560.836.792;0.0;0.00871133804321289;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6428571428571429;0.6428571428571429;0.0;5603;0.6896551724137931;0.6896551724137931;0.0;5421;0.8372093023255814;0.8372093023255814;0.0;3657;0.7272727272727273;0.7272727272727273;0.0;4919;MLPClassifier;;;;;;;identity;(20, 100, 60);invscaling;500000;sgd +10.665.628.910.064.600;0.0;0.008048057556152344;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6666666666666666;0.6666666666666666;0.0;5568;0.6896551724137931;0.6896551724137931;0.0;5421;0.7441860465116279;0.7441860465116279;0.0;5303;0.7032967032967034;0.7032967032967034;0.0;5333;MLPClassifier;;;;;;;tanh;(15, 75);adaptive;500000;sgd +0.3435540199279785;0.0;0.009765148162841797;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6666666666666666;0.6666666666666666;0.0;5568;0.6896551724137931;0.6896551724137931;0.0;5421;0.7441860465116279;0.7441860465116279;0.0;5303;0.7032967032967034;0.7032967032967034;0.0;5333;MLPClassifier;;;;;;;tanh;(80, 100, 100);invscaling;500000;sgd +14.480.290.412.902.800;0.0;0.012766122817993164;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6739130434782609;0.6739130434782609;0.0;5557;0.6896551724137931;0.6896551724137931;0.0;5421;0.7209302325581395;0.7209302325581395;0.0;5439;0.6966292134831461;0.6966292134831461;0.0;5424;MLPClassifier;;;;;;;identity;(20, 80, 100);adaptive;500000;sgd +1.050.827.980.041.500;0.0;0.00808405876159668;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6739130434782609;0.6739130434782609;0.0;5557;0.6896551724137931;0.6896551724137931;0.0;5421;0.7209302325581395;0.7209302325581395;0.0;5439;0.6966292134831461;0.6966292134831461;0.0;5424;MLPClassifier;;;;;;;tanh;(15, 90);constant;500000;sgd +0.9625470638275146;0.0;0.00806117057800293;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6739130434782609;0.6739130434782609;0.0;5557;0.6896551724137931;0.6896551724137931;0.0;5421;0.7209302325581395;0.7209302325581395;0.0;5439;0.6966292134831461;0.6966292134831461;0.0;5424;MLPClassifier;;;;;;;tanh;(45, 45);adaptive;500000;sgd +11.508.159.637.451.100;0.0;0.008127927780151367;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6739130434782609;0.6739130434782609;0.0;5557;0.6896551724137931;0.6896551724137931;0.0;5421;0.7209302325581395;0.7209302325581395;0.0;5439;0.6966292134831461;0.6966292134831461;0.0;5424;MLPClassifier;;;;;;;tanh;(90, 45);constant;500000;sgd +16.774.139.404.296.800;0.0;0.008497238159179688;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6739130434782609;0.6739130434782609;0.0;5557;0.6896551724137931;0.6896551724137931;0.0;5421;0.7209302325581395;0.7209302325581395;0.0;5439;0.6966292134831461;0.6966292134831461;0.0;5424;MLPClassifier;;;;;;;tanh;(20, 100, 40);adaptive;500000;sgd +28.776.650.428.771.900;0.0;0.014700889587402344;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6739130434782609;0.6739130434782609;0.0;5557;0.6896551724137931;0.6896551724137931;0.0;5421;0.7209302325581395;0.7209302325581395;0.0;5439;0.6966292134831461;0.6966292134831461;0.0;5424;MLPClassifier;;;;;;;tanh;(60, 80, 100);adaptive;500000;sgd +15.146.839.618.682.800;0.0;0.014271974563598633;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6739130434782609;0.6739130434782609;0.0;5557;0.6896551724137931;0.6896551724137931;0.0;5421;0.7209302325581395;0.7209302325581395;0.0;5439;0.6966292134831461;0.6966292134831461;0.0;5424;MLPClassifier;;;;;;;tanh;(80, 20, 20);adaptive;500000;sgd +0.6971762180328369;0.0;0.007963895797729492;0.0;{'activation': 'relu', 'hidden_layer_sizes': 40, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6739130434782609;0.6739130434782609;0.0;5557;0.6896551724137931;0.6896551724137931;0.0;5421;0.7209302325581395;0.7209302325581395;0.0;5439;0.6966292134831461;0.6966292134831461;0.0;5424;MLPClassifier;;;;;;;relu;40;constant;500000;sgd +0.0851287841796875;0.0;0.012402057647705078;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6739130434782609;0.6739130434782609;0.0;5557;0.6896551724137931;0.6896551724137931;0.0;5421;0.7209302325581395;0.7209302325581395;0.0;5439;0.6966292134831461;0.6966292134831461;0.0;5424;MLPClassifier;;;;;;;relu;(20, 40, 60);invscaling;500000;sgd +0.39057397842407227;0.0;0.00910186767578125;0.0;{'activation': 'identity', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6818181818181818;0.6818181818181818;0.0;5525;0.6896551724137931;0.6896551724137931;0.0;5421;0.6976744186046512;0.6976744186046512;0.0;5651;0.6896551724137931;0.6896551724137931;0.0;5457;MLPClassifier;;;;;;;identity;85;constant;500000;sgd +0.5334570407867432;0.0;0.009786844253540039;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6818181818181818;0.6818181818181818;0.0;5525;0.6896551724137931;0.6896551724137931;0.0;5421;0.6976744186046512;0.6976744186046512;0.0;5651;0.6896551724137931;0.6896551724137931;0.0;5457;MLPClassifier;;;;;;;identity;(30, 60);adaptive;500000;sgd +0.4667346477508545;0.0;0.009396076202392578;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6818181818181818;0.6818181818181818;0.0;5525;0.6896551724137931;0.6896551724137931;0.0;5421;0.6976744186046512;0.6976744186046512;0.0;5651;0.6896551724137931;0.6896551724137931;0.0;5457;MLPClassifier;;;;;;;identity;(60, 15);constant;500000;sgd +0.7361180782318115;0.0;0.009408712387084961;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6818181818181818;0.6818181818181818;0.0;5525;0.6896551724137931;0.6896551724137931;0.0;5421;0.6976744186046512;0.6976744186046512;0.0;5651;0.6896551724137931;0.6896551724137931;0.0;5457;MLPClassifier;;;;;;;identity;(60, 30);adaptive;500000;sgd +11.991.169.452.667.200;0.0;0.009533166885375977;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6818181818181818;0.6818181818181818;0.0;5525;0.6896551724137931;0.6896551724137931;0.0;5421;0.6976744186046512;0.6976744186046512;0.0;5651;0.6896551724137931;0.6896551724137931;0.0;5457;MLPClassifier;;;;;;;logistic;10;adaptive;500000;sgd +15.079.751.014.709.400;0.0;0.009186744689941406;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 55, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6818181818181818;0.6818181818181818;0.0;5525;0.6896551724137931;0.6896551724137931;0.0;5421;0.6976744186046512;0.6976744186046512;0.0;5651;0.6896551724137931;0.6896551724137931;0.0;5457;MLPClassifier;;;;;;;logistic;55;adaptive;500000;sgd +0.4503488540649414;0.0;0.007112979888916016;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6818181818181818;0.6818181818181818;0.0;5525;0.6896551724137931;0.6896551724137931;0.0;5421;0.6976744186046512;0.6976744186046512;0.0;5651;0.6896551724137931;0.6896551724137931;0.0;5457;MLPClassifier;;;;;;;tanh;35;adaptive;500000;sgd +0.4231569766998291;0.0;0.00772404670715332;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6818181818181818;0.6818181818181818;0.0;5525;0.6896551724137931;0.6896551724137931;0.0;5421;0.6976744186046512;0.6976744186046512;0.0;5651;0.6896551724137931;0.6896551724137931;0.0;5457;MLPClassifier;;;;;;;tanh;60;adaptive;500000;sgd +0.5730559825897217;0.0;0.008095979690551758;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6818181818181818;0.6818181818181818;0.0;5525;0.6896551724137931;0.6896551724137931;0.0;5421;0.6976744186046512;0.6976744186046512;0.0;5651;0.6896551724137931;0.6896551724137931;0.0;5457;MLPClassifier;;;;;;;tanh;90;constant;500000;sgd +19.619.081.020.355.200;0.0;0.009811162948608398;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6818181818181818;0.6818181818181818;0.0;5525;0.6896551724137931;0.6896551724137931;0.0;5421;0.6976744186046512;0.6976744186046512;0.0;5651;0.6896551724137931;0.6896551724137931;0.0;5457;MLPClassifier;;;;;;;tanh;(80, 20, 100);adaptive;500000;sgd +0.3404572010040283;0.0;0.010771036148071289;0.0;{'activation': 'identity', 'hidden_layer_sizes': 10, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6904761904761905;0.6904761904761905;0.0;5448;0.6896551724137931;0.6896551724137931;0.0;5421;0.6744186046511628;0.6744186046511628;0.0;5890;0.6823529411764705;0.6823529411764705;0.0;5481;MLPClassifier;;;;;;;identity;10;adaptive;500000;sgd +0.387387752532959;0.0;0.009509086608886719;0.0;{'activation': 'identity', 'hidden_layer_sizes': 35, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6904761904761905;0.6904761904761905;0.0;5448;0.6896551724137931;0.6896551724137931;0.0;5421;0.6744186046511628;0.6744186046511628;0.0;5890;0.6823529411764705;0.6823529411764705;0.0;5481;MLPClassifier;;;;;;;identity;35;constant;500000;sgd +0.4713258743286133;0.0;0.009716987609863281;0.0;{'activation': 'identity', 'hidden_layer_sizes': 45, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6904761904761905;0.6904761904761905;0.0;5448;0.6896551724137931;0.6896551724137931;0.0;5421;0.6744186046511628;0.6744186046511628;0.0;5890;0.6823529411764705;0.6823529411764705;0.0;5481;MLPClassifier;;;;;;;identity;45;adaptive;500000;sgd +0.37023496627807617;0.0;0.007959127426147461;0.0;{'activation': 'identity', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6904761904761905;0.6904761904761905;0.0;5448;0.6896551724137931;0.6896551724137931;0.0;5421;0.6744186046511628;0.6744186046511628;0.0;5890;0.6823529411764705;0.6823529411764705;0.0;5481;MLPClassifier;;;;;;;identity;50;constant;500000;sgd +0.5348751544952393;0.0;0.014297008514404297;0.0;{'activation': 'identity', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6904761904761905;0.6904761904761905;0.0;5448;0.6896551724137931;0.6896551724137931;0.0;5421;0.6744186046511628;0.6744186046511628;0.0;5890;0.6823529411764705;0.6823529411764705;0.0;5481;MLPClassifier;;;;;;;identity;60;adaptive;500000;sgd +0.447314977645874;0.0;0.01236104965209961;0.0;{'activation': 'identity', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6904761904761905;0.6904761904761905;0.0;5448;0.6896551724137931;0.6896551724137931;0.0;5421;0.6744186046511628;0.6744186046511628;0.0;5890;0.6823529411764705;0.6823529411764705;0.0;5481;MLPClassifier;;;;;;;identity;65;adaptive;500000;sgd +0.5116209983825684;0.0;0.008067846298217773;0.0;{'activation': 'identity', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6904761904761905;0.6904761904761905;0.0;5448;0.6896551724137931;0.6896551724137931;0.0;5421;0.6744186046511628;0.6744186046511628;0.0;5890;0.6823529411764705;0.6823529411764705;0.0;5481;MLPClassifier;;;;;;;identity;75;adaptive;500000;sgd +0.6492738723754883;0.0;0.009613990783691406;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6904761904761905;0.6904761904761905;0.0;5448;0.6896551724137931;0.6896551724137931;0.0;5421;0.6744186046511628;0.6744186046511628;0.0;5890;0.6823529411764705;0.6823529411764705;0.0;5481;MLPClassifier;;;;;;;identity;(30, 15);adaptive;500000;sgd +0.9671130180358887;0.0;0.011404037475585938;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6904761904761905;0.6904761904761905;0.0;5448;0.6896551724137931;0.6896551724137931;0.0;5421;0.6744186046511628;0.6744186046511628;0.0;5890;0.6823529411764705;0.6823529411764705;0.0;5481;MLPClassifier;;;;;;;identity;(60, 20, 40);adaptive;500000;sgd +13.513.298.034.667.900;0.0;0.014698266983032227;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6904761904761905;0.6904761904761905;0.0;5448;0.6896551724137931;0.6896551724137931;0.0;5421;0.6744186046511628;0.6744186046511628;0.0;5890;0.6823529411764705;0.6823529411764705;0.0;5481;MLPClassifier;;;;;;;identity;(60, 20, 100);adaptive;500000;sgd +16.437.880.992.889.400;0.0;0.008189201354980469;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 55, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6904761904761905;0.6904761904761905;0.0;5448;0.6896551724137931;0.6896551724137931;0.0;5421;0.6744186046511628;0.6744186046511628;0.0;5890;0.6823529411764705;0.6823529411764705;0.0;5481;MLPClassifier;;;;;;;logistic;55;constant;500000;sgd +1.661.803.960.800.170;0.0;0.008881807327270508;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 65, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6904761904761905;0.6904761904761905;0.0;5448;0.6896551724137931;0.6896551724137931;0.0;5421;0.6744186046511628;0.6744186046511628;0.0;5890;0.6823529411764705;0.6823529411764705;0.0;5481;MLPClassifier;;;;;;;logistic;65;adaptive;500000;sgd +11.189.501.285.552.900;0.0;0.009519815444946289;0.0;{'activation': 'relu', 'hidden_layer_sizes': 85, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6904761904761905;0.6904761904761905;0.0;5448;0.6896551724137931;0.6896551724137931;0.0;5421;0.6744186046511628;0.6744186046511628;0.0;5890;0.6823529411764705;0.6823529411764705;0.0;5481;MLPClassifier;;;;;;;relu;85;adaptive;500000;sgd +0.43428587913513184;0.0;0.00899505615234375;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7;0.7;0.0;5308;0.6896551724137931;0.6896551724137931;0.0;5421;0.6511627906976745;0.6511627906976745;0.0;5953;0.674698795180723;0.674698795180723;0.0;5503;MLPClassifier;;;;;;;identity;(15, 45);constant;500000;sgd +0.6671209335327148;0.0;0.008718013763427734;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7;0.7;0.0;5308;0.6896551724137931;0.6896551724137931;0.0;5421;0.6511627906976745;0.6511627906976745;0.0;5953;0.674698795180723;0.674698795180723;0.0;5503;MLPClassifier;;;;;;;identity;(15, 75);adaptive;500000;sgd +13.373.990.058.898.900;0.0;0.009213924407958984;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7;0.7;0.0;5308;0.6896551724137931;0.6896551724137931;0.0;5421;0.6511627906976745;0.6511627906976745;0.0;5953;0.674698795180723;0.674698795180723;0.0;5503;MLPClassifier;;;;;;;identity;(80, 20, 40);invscaling;500000;sgd +1.169.226.884.841.910;0.0;0.0072841644287109375;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7;0.7;0.0;5308;0.6896551724137931;0.6896551724137931;0.0;5421;0.6511627906976745;0.6511627906976745;0.0;5953;0.674698795180723;0.674698795180723;0.0;5503;MLPClassifier;;;;;;;logistic;10;constant;500000;sgd +12.617.290.019.989.000;0.0;0.007574796676635742;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7;0.7;0.0;5308;0.6896551724137931;0.6896551724137931;0.0;5421;0.6511627906976745;0.6511627906976745;0.0;5953;0.674698795180723;0.674698795180723;0.0;5503;MLPClassifier;;;;;;;logistic;15;adaptive;500000;sgd +16.955.089.569.091.700;0.0;0.009009361267089844;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 40, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7;0.7;0.0;5308;0.6896551724137931;0.6896551724137931;0.0;5421;0.6511627906976745;0.6511627906976745;0.0;5953;0.674698795180723;0.674698795180723;0.0;5503;MLPClassifier;;;;;;;logistic;40;adaptive;500000;sgd +1.599.506.139.755.240;0.0;0.008172035217285156;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 65, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7;0.7;0.0;5308;0.6896551724137931;0.6896551724137931;0.0;5421;0.6511627906976745;0.6511627906976745;0.0;5953;0.674698795180723;0.674698795180723;0.0;5503;MLPClassifier;;;;;;;logistic;65;constant;500000;sgd +16.932.082.176.208.400;0.0;0.00867772102355957;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7;0.7;0.0;5308;0.6896551724137931;0.6896551724137931;0.0;5421;0.6511627906976745;0.6511627906976745;0.0;5953;0.674698795180723;0.674698795180723;0.0;5503;MLPClassifier;;;;;;;logistic;70;adaptive;500000;sgd +18.878.858.089.447.000;0.0;0.010046243667602539;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 85, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7;0.7;0.0;5308;0.6896551724137931;0.6896551724137931;0.0;5421;0.6511627906976745;0.6511627906976745;0.0;5953;0.674698795180723;0.674698795180723;0.0;5503;MLPClassifier;;;;;;;logistic;85;constant;500000;sgd +18.770.480.155.944.800;0.0;0.013687849044799805;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 95, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7;0.7;0.0;5308;0.6896551724137931;0.6896551724137931;0.0;5421;0.6511627906976745;0.6511627906976745;0.0;5953;0.674698795180723;0.674698795180723;0.0;5503;MLPClassifier;;;;;;;logistic;95;constant;500000;sgd +18.439.629.077.911.300;0.0;0.008363962173461914;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 100, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7;0.7;0.0;5308;0.6896551724137931;0.6896551724137931;0.0;5421;0.6511627906976745;0.6511627906976745;0.0;5953;0.674698795180723;0.674698795180723;0.0;5503;MLPClassifier;;;;;;;logistic;100;constant;500000;sgd +22.597.639.560.699.400;0.0;0.008270025253295898;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 100, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.7;0.7;0.0;5308;0.6896551724137931;0.6896551724137931;0.0;5421;0.6511627906976745;0.6511627906976745;0.0;5953;0.674698795180723;0.674698795180723;0.0;5503;MLPClassifier;;;;;;;logistic;100;adaptive;500000;sgd +0.13760113716125488;0.0;0.01277303695678711;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7105263157894737;0.7105263157894737;0.0;5154;0.6896551724137931;0.6896551724137931;0.0;5421;0.627906976744186;0.627906976744186;0.0;5984;0.6666666666666666;0.6666666666666666;0.0;5544;MLPClassifier;;;;;;;tanh;(60, 20, 20);invscaling;500000;sgd +0.37471890449523926;0.0;0.01015782356262207;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7666666666666667;0.7666666666666667;0.0;2634;0.6896551724137931;0.6896551724137931;0.0;5421;0.5348837209302325;0.5348837209302325;0.0;6048;0.6301369863013698;0.6301369863013698;0.0;5904;MLPClassifier;;;;;;;identity;(40, 60, 80);invscaling;500000;sgd +0.00413203239440918;0.0;0.008866071701049805;0.0;{'gamma': 'scale', 'kernel': 'sigmoid'};0.6470588235294118;0.6470588235294118;0.0;7;0.6781609195402298;0.6781609195402298;0.0;5;0.7674418604651163;0.7674418604651163;0.0;1;0.7021276595744682;0.7021276595744682;0.0;5;SVC;scale;sigmoid;;;;;;;;; +0.00684809684753418;0.0;0.010751962661743164;0.0;{'gamma': 'auto', 'kernel': 'sigmoid'};0.6470588235294118;0.6470588235294118;0.0;7;0.6781609195402298;0.6781609195402298;0.0;5;0.7674418604651163;0.7674418604651163;0.0;1;0.7021276595744682;0.7021276595744682;0.0;5;SVC;auto;sigmoid;;;;;;;;; +0.5621099472045898;0.0;0.011365890502929688;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6470588235294118;0.6470588235294118;0.0;5600;0.6781609195402298;0.6781609195402298;0.0;5470;0.7674418604651163;0.7674418604651163;0.0;5116;0.7021276595744682;0.7021276595744682;0.0;5336;MLPClassifier;;;;;;;identity;(100, 100, 80);invscaling;500000;sgd +0.43282032012939453;0.0;0.006778717041015625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 20, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6595744680851063;0.6595744680851063;0.0;5590;0.6781609195402298;0.6781609195402298;0.0;5470;0.7209302325581395;0.7209302325581395;0.0;5439;0.6888888888888888;0.6888888888888888;0.0;5468;MLPClassifier;;;;;;;tanh;20;adaptive;500000;sgd +0.32945990562438965;0.0;0.012392997741699219;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6595744680851063;0.6595744680851063;0.0;5590;0.6781609195402298;0.6781609195402298;0.0;5470;0.7209302325581395;0.7209302325581395;0.0;5439;0.6888888888888888;0.6888888888888888;0.0;5468;MLPClassifier;;;;;;;tanh;(60, 40, 20);invscaling;500000;sgd +13.979.990.482.330.300;0.0;0.014212846755981445;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6666666666666666;0.6666666666666666;0.0;5568;0.6781609195402298;0.6781609195402298;0.0;5470;0.6976744186046512;0.6976744186046512;0.0;5651;0.6818181818181818;0.6818181818181818;0.0;5494;MLPClassifier;;;;;;;tanh;(90, 75);adaptive;500000;sgd +0.29481077194213867;0.0;0.008677005767822266;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6744186046511628;0.6744186046511628;0.0;5550;0.6781609195402298;0.6781609195402298;0.0;5470;0.6744186046511628;0.6744186046511628;0.0;5890;0.6744186046511628;0.6744186046511628;0.0;5515;MLPClassifier;;;;;;;identity;(20, 60, 40);invscaling;500000;sgd +12.008.380.889.892.500;0.0;0.008636951446533203;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 5, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6744186046511628;0.6744186046511628;0.0;5550;0.6781609195402298;0.6781609195402298;0.0;5470;0.6744186046511628;0.6744186046511628;0.0;5890;0.6744186046511628;0.6744186046511628;0.0;5515;MLPClassifier;;;;;;;logistic;5;adaptive;500000;sgd +13.760.619.163.513.100;0.0;0.011614799499511719;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 25, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6744186046511628;0.6744186046511628;0.0;5550;0.6781609195402298;0.6781609195402298;0.0;5470;0.6744186046511628;0.6744186046511628;0.0;5890;0.6744186046511628;0.6744186046511628;0.0;5515;MLPClassifier;;;;;;;logistic;25;adaptive;500000;sgd +18.648.083.209.991.400;0.0;0.007979631423950195;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 75, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6744186046511628;0.6744186046511628;0.0;5550;0.6781609195402298;0.6781609195402298;0.0;5470;0.6744186046511628;0.6744186046511628;0.0;5890;0.6744186046511628;0.6744186046511628;0.0;5515;MLPClassifier;;;;;;;logistic;75;adaptive;500000;sgd +0.48642826080322266;0.0;0.008015871047973633;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6744186046511628;0.6744186046511628;0.0;5550;0.6781609195402298;0.6781609195402298;0.0;5470;0.6744186046511628;0.6744186046511628;0.0;5890;0.6744186046511628;0.6744186046511628;0.0;5515;MLPClassifier;;;;;;;tanh;10;constant;500000;sgd +0.5474576950073242;0.0;0.007745027542114258;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 15, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6744186046511628;0.6744186046511628;0.0;5550;0.6781609195402298;0.6781609195402298;0.0;5470;0.6744186046511628;0.6744186046511628;0.0;5890;0.6744186046511628;0.6744186046511628;0.0;5515;MLPClassifier;;;;;;;tanh;15;adaptive;500000;sgd +0.07401132583618164;0.0;0.00824594497680664;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6744186046511628;0.6744186046511628;0.0;5550;0.6781609195402298;0.6781609195402298;0.0;5470;0.6744186046511628;0.6744186046511628;0.0;5890;0.6744186046511628;0.6744186046511628;0.0;5515;MLPClassifier;;;;;;;relu;(15, 45);invscaling;500000;sgd +21.488.146.781.921.300;0.0;0.011609315872192383;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6829268292682927;0.6829268292682927;0.0;5521;0.6781609195402298;0.6781609195402298;0.0;5470;0.6511627906976745;0.6511627906976745;0.0;5953;0.6666666666666667;0.6666666666666667;0.0;5540;MLPClassifier;;;;;;;identity;(80, 100, 60);invscaling;500000;sgd +1.421.510.934.829.710;0.0;0.011983156204223633;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6829268292682927;0.6829268292682927;0.0;5521;0.6781609195402298;0.6781609195402298;0.0;5470;0.6511627906976745;0.6511627906976745;0.0;5953;0.6666666666666667;0.6666666666666667;0.0;5540;MLPClassifier;;;;;;;identity;(100, 80, 80);invscaling;500000;sgd +17.187.080.383.300.700;0.0;0.008085250854492188;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 80, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6829268292682927;0.6829268292682927;0.0;5521;0.6781609195402298;0.6781609195402298;0.0;5470;0.6511627906976745;0.6511627906976745;0.0;5953;0.6666666666666667;0.6666666666666667;0.0;5540;MLPClassifier;;;;;;;logistic;80;constant;500000;sgd +0.8596868515014648;0.0;0.007740974426269531;0.0;{'activation': 'relu', 'hidden_layer_sizes': 70, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6829268292682927;0.6829268292682927;0.0;5521;0.6781609195402298;0.6781609195402298;0.0;5470;0.6511627906976745;0.6511627906976745;0.0;5953;0.6666666666666667;0.6666666666666667;0.0;5540;MLPClassifier;;;;;;;relu;70;adaptive;500000;sgd +15.284.390.449.523.900;0.0;0.007682085037231445;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 45, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6923076923076923;0.6923076923076923;0.0;5442;0.6781609195402298;0.6781609195402298;0.0;5470;0.627906976744186;0.627906976744186;0.0;5984;0.6585365853658537;0.6585365853658537;0.0;5816;MLPClassifier;;;;;;;logistic;45;constant;500000;sgd +15.579.218.864.440.900;0.0;0.009215116500854492;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 60, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6923076923076923;0.6923076923076923;0.0;5442;0.6781609195402298;0.6781609195402298;0.0;5470;0.627906976744186;0.627906976744186;0.0;5984;0.6585365853658537;0.6585365853658537;0.0;5816;MLPClassifier;;;;;;;logistic;60;adaptive;500000;sgd +0.4358539581298828;0.0;0.006562232971191406;0.0;{'activation': 'relu', 'hidden_layer_sizes': 30, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6923076923076923;0.6923076923076923;0.0;5442;0.6781609195402298;0.6781609195402298;0.0;5470;0.627906976744186;0.627906976744186;0.0;5984;0.6585365853658537;0.6585365853658537;0.0;5816;MLPClassifier;;;;;;;relu;30;constant;500000;sgd +0.46204066276550293;0.0;0.009843111038208008;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.6781609195402298;0.6781609195402298;0.0;5470;0.5813953488372093;0.5813953488372093;0.0;6016;0.6410256410256411;0.6410256410256411;0.0;5860;MLPClassifier;;;;;;;identity;(40, 80, 60);invscaling;500000;sgd +0.028494834899902344;0.0;0.009376049041748047;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.6781609195402298;0.6781609195402298;0.0;5470;0.5813953488372093;0.5813953488372093;0.0;6016;0.6410256410256411;0.6410256410256411;0.0;5860;MLPClassifier;;;;;;;tanh;15;invscaling;500000;sgd +15.006.170.272.827.100;0.0;0.009636878967285156;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7419354838709677;0.7419354838709677;0.0;3422;0.6781609195402298;0.6781609195402298;0.0;5470;0.5348837209302325;0.5348837209302325;0.0;6048;0.6216216216216216;0.6216216216216216;0.0;5929;MLPClassifier;;;;;;;identity;(100, 80, 60);invscaling;500000;sgd +0.2789480686187744;0.0;0.010044097900390625;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7777777777777778;0.7777777777777778;0.0;2169;0.6781609195402298;0.6781609195402298;0.0;5470;0.4883720930232558;0.4883720930232558;0.0;6071;0.6000000000000001;0.6000000000000001;0.0;5970;MLPClassifier;;;;;;;identity;(100, 60, 40);invscaling;500000;sgd +0.0009737014770507812;0.0;0.0031740665435791016;0.0;{};0.8;0.8;0.0;1;0.6781609195402298;0.6781609195402298;0.0;1;0.46511627906976744;0.46511627906976744;0.0;1;0.5882352941176471;0.5882352941176471;0.0;1;GaussianNB;;;;;;;;;;; +0.3517727851867676;0.0;0.009192943572998047;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6166666666666667;0.6166666666666667;0.0;5636;0.6666666666666666;0.6666666666666666;0.0;5492;0.8604651162790697;0.8604651162790697;0.0;3618;0.7184466019417476;0.7184466019417476;0.0;5065;MLPClassifier;;;;;;;logistic;(60, 40, 80);adaptive;500000;sgd +0.4163551330566406;0.0;0.010389089584350586;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6296296296296297;0.6296296296296297;0.0;5619;0.6666666666666666;0.6666666666666666;0.0;5492;0.7906976744186046;0.7906976744186046;0.0;4827;0.7010309278350516;0.7010309278350516;0.0;5337;MLPClassifier;;;;;;;identity;(45, 75);invscaling;500000;sgd +0.22426795959472656;0.0;0.013165950775146484;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6296296296296297;0.6296296296296297;0.0;5619;0.6666666666666666;0.6666666666666666;0.0;5492;0.7906976744186046;0.7906976744186046;0.0;4827;0.7010309278350516;0.7010309278350516;0.0;5337;MLPClassifier;;;;;;;tanh;(60, 60, 20);invscaling;500000;sgd +0.06403994560241699;0.0;0.013489961624145508;0.0;{'activation': 'identity', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.64;0.64;0.0;5609;0.6666666666666666;0.6666666666666666;0.0;5492;0.7441860465116279;0.7441860465116279;0.0;5303;0.6881720430107526;0.6881720430107526;0.0;5470;MLPClassifier;;;;;;;identity;65;invscaling;500000;sgd +13.789.210.319.519.000;0.0;0.007639884948730469;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 35, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6666666666666666;0.6666666666666666;0.0;5568;0.6666666666666666;0.6666666666666666;0.0;5492;0.6511627906976745;0.6511627906976745;0.0;5953;0.6588235294117646;0.6588235294117646;0.0;5814;MLPClassifier;;;;;;;logistic;35;adaptive;500000;sgd +17.335.338.592.529.200;0.0;0.00813603401184082;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 80, 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6666666666666666;0.6666666666666666;0.0;5568;0.6666666666666666;0.6666666666666666;0.0;5492;0.6511627906976745;0.6511627906976745;0.0;5953;0.6588235294117646;0.6588235294117646;0.0;5814;MLPClassifier;;;;;;;logistic;80;adaptive;500000;sgd +0.44072389602661133;0.0;0.013719797134399414;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.675;0.675;0.0;5545;0.6666666666666666;0.6666666666666666;0.0;5492;0.627906976744186;0.627906976744186;0.0;5984;0.6506024096385542;0.6506024096385542;0.0;5838;MLPClassifier;;;;;;;identity;(60, 90);invscaling;500000;sgd +0.3253779411315918;0.0;0.006678104400634766;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.675;0.675;0.0;5545;0.6666666666666666;0.6666666666666666;0.0;5492;0.627906976744186;0.627906976744186;0.0;5984;0.6506024096385542;0.6506024096385542;0.0;5838;MLPClassifier;;;;;;;identity;(20, 60, 80);invscaling;500000;sgd +14.566.371.440.887.400;0.0;0.007298946380615234;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 50, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.675;0.675;0.0;5545;0.6666666666666666;0.6666666666666666;0.0;5492;0.627906976744186;0.627906976744186;0.0;5984;0.6506024096385542;0.6506024096385542;0.0;5838;MLPClassifier;;;;;;;logistic;50;constant;500000;sgd +2.085.803.985.595.700;0.0;0.008011102676391602;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 90, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.675;0.675;0.0;5545;0.6666666666666666;0.6666666666666666;0.0;5492;0.627906976744186;0.627906976744186;0.0;5984;0.6506024096385542;0.6506024096385542;0.0;5838;MLPClassifier;;;;;;;logistic;90;constant;500000;sgd +0.6487128734588623;0.0;0.007778167724609375;0.0;{'activation': 'relu', 'hidden_layer_sizes': 10, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.675;0.675;0.0;5545;0.6666666666666666;0.6666666666666666;0.0;5492;0.627906976744186;0.627906976744186;0.0;5984;0.6506024096385542;0.6506024096385542;0.0;5838;MLPClassifier;;;;;;;relu;10;constant;500000;sgd +0.10065102577209473;0.0;0.01347804069519043;0.0;{'activation': 'identity', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6842105263157895;0.6842105263157895;0.0;5520;0.6666666666666666;0.6666666666666666;0.0;5492;0.6046511627906976;0.6046511627906976;0.0;6006;0.6419753086419753;0.6419753086419753;0.0;5859;MLPClassifier;;;;;;;identity;75;invscaling;500000;sgd +26.194.980.144.500.700;0.0;0.011414051055908203;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6944444444444444;0.6944444444444444;0.0;5434;0.6666666666666666;0.6666666666666666;0.0;5492;0.5813953488372093;0.5813953488372093;0.0;6016;0.6329113924050633;0.6329113924050633;0.0;5898;MLPClassifier;;;;;;;identity;(80, 20, 80);invscaling;500000;sgd +30.351.130.962.371.800;0.0;0.018085718154907227;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6944444444444444;0.6944444444444444;0.0;5434;0.6666666666666666;0.6666666666666666;0.0;5492;0.5813953488372093;0.5813953488372093;0.0;6016;0.6329113924050633;0.6329113924050633;0.0;5898;MLPClassifier;;;;;;;identity;(100, 80, 100);invscaling;500000;sgd +0.12233901023864746;0.0;0.013825178146362305;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7058823529411765;0.7058823529411765;0.0;5203;0.6666666666666666;0.6666666666666666;0.0;5492;0.5581395348837209;0.5581395348837209;0.0;6034;0.6233766233766234;0.6233766233766234;0.0;5926;MLPClassifier;;;;;;;tanh;(45, 90);invscaling;500000;sgd +0.5890610218048096;0.0;0.016510009765625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7058823529411765;0.7058823529411765;0.0;5203;0.6666666666666666;0.6666666666666666;0.0;5492;0.5581395348837209;0.5581395348837209;0.0;6034;0.6233766233766234;0.6233766233766234;0.0;5926;MLPClassifier;;;;;;;tanh;(60, 60, 80);invscaling;500000;sgd +0.12682795524597168;0.0;0.010383129119873047;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7333333333333333;0.7333333333333333;0.0;3760;0.6666666666666666;0.6666666666666666;0.0;5492;0.5116279069767442;0.5116279069767442;0.0;6058;0.6027397260273971;0.6027397260273971;0.0;5966;MLPClassifier;;;;;;;relu;(60, 80, 60);invscaling;500000;sgd +0.8853518962860107;0.0;0.010030031204223633;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7692307692307693;0.7692307692307693;0.0;2531;0.6666666666666666;0.6666666666666666;0.0;5492;0.46511627906976744;0.46511627906976744;0.0;6083;0.5797101449275363;0.5797101449275363;0.0;6004;MLPClassifier;;;;;;;tanh;(100, 100, 100);invscaling;500000;sgd +0.7129251956939697;0.0;0.009553909301757812;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5915492957746479;0.5915492957746479;0.0;5661;0.6551724137931034;0.6551724137931034;0.0;5510;0.9767441860465116;0.9767441860465116;0.0;1284;0.7368421052631579;0.7368421052631579;0.0;4843;MLPClassifier;;;;;;;identity;(80, 40, 40);invscaling;500000;sgd +2.499.667.167.663.570;0.0;0.009012937545776367;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6181818181818182;0.6181818181818182;0.0;5635;0.6551724137931034;0.6551724137931034;0.0;5510;0.7906976744186046;0.7906976744186046;0.0;4827;0.693877551020408;0.693877551020408;0.0;5434;MLPClassifier;;;;;;;identity;(40, 60, 20);invscaling;500000;sgd +15.410.630.702.972.400;0.0;0.012243986129760742;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6274509803921569;0.6274509803921569;0.0;5625;0.6551724137931034;0.6551724137931034;0.0;5510;0.7441860465116279;0.7441860465116279;0.0;5303;0.6808510638297872;0.6808510638297872;0.0;5495;MLPClassifier;;;;;;;identity;(100, 100, 40);invscaling;500000;sgd +22.663.800.716.400.100;0.0;0.012471914291381836;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6382978723404256;0.6382978723404256;0.0;5613;0.6551724137931034;0.6551724137931034;0.0;5510;0.6976744186046512;0.6976744186046512;0.0;5651;0.6666666666666666;0.6666666666666666;0.0;5544;MLPClassifier;;;;;;;identity;(30, 30);invscaling;500000;sgd +0.7889668941497803;0.0;0.010699987411499023;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7096774193548387;0.7096774193548387;0.0;5155;0.6551724137931034;0.6551724137931034;0.0;5510;0.5116279069767442;0.5116279069767442;0.0;6058;0.5945945945945946;0.5945945945945946;0.0;5983;MLPClassifier;;;;;;;identity;(40, 80, 80);invscaling;500000;sgd +0.48564982414245605;0.0;0.009636163711547852;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7096774193548387;0.7096774193548387;0.0;5155;0.6551724137931034;0.6551724137931034;0.0;5510;0.5116279069767442;0.5116279069767442;0.0;6058;0.5945945945945946;0.5945945945945946;0.0;5983;MLPClassifier;;;;;;;identity;(80, 60, 60);invscaling;500000;sgd +12.844.548.225.402.800;0.0;0.010003328323364258;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7096774193548387;0.7096774193548387;0.0;5155;0.6551724137931034;0.6551724137931034;0.0;5510;0.5116279069767442;0.5116279069767442;0.0;6058;0.5945945945945946;0.5945945945945946;0.0;5983;MLPClassifier;;;;;;;identity;(80, 80, 40);invscaling;500000;sgd +0.16090989112854004;0.0;0.008953094482421875;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7096774193548387;0.7096774193548387;0.0;5155;0.6551724137931034;0.6551724137931034;0.0;5510;0.5116279069767442;0.5116279069767442;0.0;6058;0.5945945945945946;0.5945945945945946;0.0;5983;MLPClassifier;;;;;;;tanh;(20, 60, 100);invscaling;500000;sgd +0.7809326648712158;0.0;0.013158321380615234;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7096774193548387;0.7096774193548387;0.0;5155;0.6551724137931034;0.6551724137931034;0.0;5510;0.5116279069767442;0.5116279069767442;0.0;6058;0.5945945945945946;0.5945945945945946;0.0;5983;MLPClassifier;;;;;;;tanh;(60, 80, 20);invscaling;500000;sgd +0.18238067626953125;0.0;0.009588003158569336;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7407407407407407;0.7407407407407407;0.0;3429;0.6551724137931034;0.6551724137931034;0.0;5510;0.46511627906976744;0.46511627906976744;0.0;6083;0.5714285714285714;0.5714285714285714;0.0;6013;MLPClassifier;;;;;;;identity;(90, 45);invscaling;500000;sgd +0.1471707820892334;0.0;0.008651971817016602;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7407407407407407;0.7407407407407407;0.0;3429;0.6551724137931034;0.6551724137931034;0.0;5510;0.46511627906976744;0.46511627906976744;0.0;6083;0.5714285714285714;0.5714285714285714;0.0;6013;MLPClassifier;;;;;;;relu;(20, 80, 60);invscaling;500000;sgd +0.07423782348632812;0.0;0.009316205978393555;0.0;{'activation': 'identity', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.76;0.76;0.0;2795;0.6551724137931034;0.6551724137931034;0.0;5510;0.4418604651162791;0.4418604651162791;0.0;6097;0.5588235294117647;0.5588235294117647;0.0;6033;MLPClassifier;;;;;;;identity;50;invscaling;500000;sgd +0.11736226081848145;0.0;0.009018898010253906;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.8095238095238095;0.8095238095238095;0.0;786;0.6551724137931034;0.6551724137931034;0.0;5510;0.3953488372093023;0.3953488372093023;0.0;6116;0.53125;0.53125;0.0;6073;MLPClassifier;;;;;;;tanh;(60, 20, 40);invscaling;500000;sgd +13.626.739.978.790.200;0.0;0.012409210205078125;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.8823529411764706;0.8823529411764706;0.0;20;0.6551724137931034;0.6551724137931034;0.0;5510;0.3488372093023256;0.3488372093023256;0.0;6145;0.5;0.5;0.0;6096;MLPClassifier;;;;;;;identity;(20, 80, 100);invscaling;500000;sgd +0.30869317054748535;0.0;0.013018131256103516;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.581081081081081;0.581081081081081;0.0;5673;0.6436781609195402;0.6436781609195402;0.0;5524;1.0;1.0;0.0;1;0.735042735042735;0.735042735042735;0.0;4880;MLPClassifier;;;;;;;identity;(60, 60, 20);invscaling;500000;sgd +0.9257228374481201;0.0;0.00905299186706543;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.581081081081081;0.581081081081081;0.0;5673;0.6436781609195402;0.6436781609195402;0.0;5524;1.0;1.0;0.0;1;0.735042735042735;0.735042735042735;0.0;4880;MLPClassifier;;;;;;;tanh;(60, 100, 20);invscaling;500000;sgd +0.05814790725708008;0.0;0.008262157440185547;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5882352941176471;0.5882352941176471;0.0;5663;0.6436781609195402;0.6436781609195402;0.0;5524;0.9302325581395349;0.9302325581395349;0.0;3215;0.7207207207207207;0.7207207207207207;0.0;5040;MLPClassifier;;;;;;;tanh;45;invscaling;500000;sgd +0.28310394287109375;0.0;0.010088920593261719;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.59375;0.59375;0.0;5658;0.6436781609195402;0.6436781609195402;0.0;5524;0.8837209302325582;0.8837209302325582;0.0;3367;0.7102803738317758;0.7102803738317758;0.0;5176;MLPClassifier;;;;;;;identity;(60, 40, 100);invscaling;500000;sgd +0.16605401039123535;0.0;0.009011983871459961;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5967741935483871;0.5967741935483871;0.0;5655;0.6436781609195402;0.6436781609195402;0.0;5524;0.8604651162790697;0.8604651162790697;0.0;3618;0.7047619047619047;0.7047619047619047;0.0;5284;MLPClassifier;;;;;;;tanh;(80, 20, 100);invscaling;500000;sgd +0.2342379093170166;0.0;0.009980916976928711;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6111111111111112;0.6111111111111112;0.0;5639;0.6436781609195402;0.6436781609195402;0.0;5524;0.7674418604651163;0.7674418604651163;0.0;5116;0.6804123711340206;0.6804123711340206;0.0;5496;MLPClassifier;;;;;;;identity;(20, 20, 20);invscaling;500000;sgd +0.9445219039916992;0.0;0.016138076782226562;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6153846153846154;0.6153846153846154;0.0;5637;0.6436781609195402;0.6436781609195402;0.0;5524;0.7441860465116279;0.7441860465116279;0.0;5303;0.6736842105263158;0.6736842105263158;0.0;5522;MLPClassifier;;;;;;;identity;(100, 60, 60);invscaling;500000;sgd +0.7533953189849854;0.0;0.009942770004272461;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6304347826086957;0.6304347826086957;0.0;5618;0.6436781609195402;0.6436781609195402;0.0;5524;0.6744186046511628;0.6744186046511628;0.0;5890;0.651685393258427;0.651685393258427;0.0;5828;MLPClassifier;;;;;;;identity;(40, 40, 80);invscaling;500000;sgd +0.8221139907836914;0.0;0.010259866714477539;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6428571428571429;0.6428571428571429;0.0;5603;0.6436781609195402;0.6436781609195402;0.0;5524;0.627906976744186;0.627906976744186;0.0;5984;0.6352941176470588;0.6352941176470588;0.0;5890;MLPClassifier;;;;;;;identity;(100, 40, 100);invscaling;500000;sgd +0.03469681739807129;0.0;0.007722139358520508;0.0;{'activation': 'identity', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6578947368421053;0.6578947368421053;0.0;5592;0.6436781609195402;0.6436781609195402;0.0;5524;0.5813953488372093;0.5813953488372093;0.0;6016;0.6172839506172839;0.6172839506172839;0.0;5934;MLPClassifier;;;;;;;identity;45;invscaling;500000;sgd +0.2724878787994385;0.0;0.009344100952148438;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6578947368421053;0.6578947368421053;0.0;5592;0.6436781609195402;0.6436781609195402;0.0;5524;0.5813953488372093;0.5813953488372093;0.0;6016;0.6172839506172839;0.6172839506172839;0.0;5934;MLPClassifier;;;;;;;identity;(30, 75);invscaling;500000;sgd +0.37970876693725586;0.0;0.012598991394042969;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6578947368421053;0.6578947368421053;0.0;5592;0.6436781609195402;0.6436781609195402;0.0;5524;0.5813953488372093;0.5813953488372093;0.0;6016;0.6172839506172839;0.6172839506172839;0.0;5934;MLPClassifier;;;;;;;identity;(60, 45);invscaling;500000;sgd +0.1618030071258545;0.0;0.00899815559387207;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6578947368421053;0.6578947368421053;0.0;5592;0.6436781609195402;0.6436781609195402;0.0;5524;0.5813953488372093;0.5813953488372093;0.0;6016;0.6172839506172839;0.6172839506172839;0.0;5934;MLPClassifier;;;;;;;tanh;(80, 40, 40);invscaling;500000;sgd +15.128.540.992.736.800;0.0;0.011925935745239258;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6764705882352942;0.6764705882352942;0.0;5544;0.6436781609195402;0.6436781609195402;0.0;5524;0.5348837209302325;0.5348837209302325;0.0;6048;0.5974025974025974;0.5974025974025974;0.0;5978;MLPClassifier;;;;;;;identity;(100, 40, 80);invscaling;500000;sgd +0.5934689044952393;0.0;0.008639097213745117;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7;0.7;0.0;5308;0.6436781609195402;0.6436781609195402;0.0;5524;0.4883720930232558;0.4883720930232558;0.0;6071;0.5753424657534246;0.5753424657534246;0.0;6009;MLPClassifier;;;;;;;identity;(40, 40, 20);invscaling;500000;sgd +0.11479496955871582;0.0;0.007719278335571289;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7;0.7;0.0;5308;0.6436781609195402;0.6436781609195402;0.0;5524;0.4883720930232558;0.4883720930232558;0.0;6071;0.5753424657534246;0.5753424657534246;0.0;6009;MLPClassifier;;;;;;;tanh;(60, 45);invscaling;500000;sgd +0.6865010261535645;0.0;0.011159896850585938;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7142857142857143;0.7142857142857143;0.0;4965;0.6436781609195402;0.6436781609195402;0.0;5524;0.46511627906976744;0.46511627906976744;0.0;6083;0.5633802816901409;0.5633802816901409;0.0;6026;MLPClassifier;;;;;;;identity;(90, 90);invscaling;500000;sgd +0.25327396392822266;0.0;0.010682106018066406;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7307692307692307;0.7307692307692307;0.0;3896;0.6436781609195402;0.6436781609195402;0.0;5524;0.4418604651162791;0.4418604651162791;0.0;6097;0.5507246376811594;0.5507246376811594;0.0;6046;MLPClassifier;;;;;;;tanh;(20, 80, 60);invscaling;500000;sgd +0.0055010318756103516;0.0;0.008792877197265625;0.0;{'gamma': 'auto', 'kernel': 'poly'};0.7727272727272727;0.7727272727272727;0.0;2;0.6436781609195402;0.6436781609195402;0.0;7;0.3953488372093023;0.3953488372093023;0.0;7;0.523076923076923;0.523076923076923;0.0;7;SVC;auto;poly;;;;;;;;; +0.1360630989074707;0.0;0.006017923355102539;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7727272727272727;0.7727272727272727;0.0;2530;0.6436781609195402;0.6436781609195402;0.0;5524;0.3953488372093023;0.3953488372093023;0.0;6116;0.523076923076923;0.523076923076923;0.0;6080;MLPClassifier;;;;;;;tanh;(40, 20, 60);invscaling;500000;sgd +0.44148921966552734;0.0;0.010214805603027344;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.8;0.8;0.0;1178;0.6436781609195402;0.6436781609195402;0.0;5524;0.37209302325581395;0.37209302325581395;0.0;6137;0.5079365079365079;0.5079365079365079;0.0;6091;MLPClassifier;;;;;;;identity;(60, 60, 40);invscaling;500000;sgd +0.05647683143615723;0.0;0.00952291488647461;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.8;0.8;0.0;1178;0.6436781609195402;0.6436781609195402;0.0;5524;0.37209302325581395;0.37209302325581395;0.0;6137;0.5079365079365079;0.5079365079365079;0.0;6091;MLPClassifier;;;;;;;logistic;(60, 60);invscaling;500000;sgd +0.5617821216583252;0.0;0.007792949676513672;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.8333333333333334;0.8333333333333334;0.0;188;0.6436781609195402;0.6436781609195402;0.0;5524;0.3488372093023256;0.3488372093023256;0.0;6145;0.4918032786885246;0.4918032786885246;0.0;6104;MLPClassifier;;;;;;;relu;(100, 80, 40);invscaling;500000;sgd +0.8700821399688721;0.0;0.011619091033935547;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5753424657534246;0.5753424657534246;0.0;5688;0.632183908045977;0.632183908045977;0.0;5546;0.9767441860465116;0.9767441860465116;0.0;1284;0.7241379310344828;0.7241379310344828;0.0;4969;MLPClassifier;;;;;;;identity;(100, 100, 100);invscaling;500000;sgd +0.15082597732543945;0.0;0.008901119232177734;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5753424657534246;0.5753424657534246;0.0;5688;0.632183908045977;0.632183908045977;0.0;5546;0.9767441860465116;0.9767441860465116;0.0;1284;0.7241379310344828;0.7241379310344828;0.0;4969;MLPClassifier;;;;;;;tanh;(80, 20, 80);invscaling;500000;sgd +0.30451202392578125;0.0;0.012819290161132812;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5846153846153846;0.5846153846153846;0.0;5669;0.632183908045977;0.632183908045977;0.0;5546;0.8837209302325582;0.8837209302325582;0.0;3367;0.7037037037037038;0.7037037037037038;0.0;5332;MLPClassifier;;;;;;;tanh;(60, 60, 60);invscaling;500000;sgd +2.138.643.980.026.240;0.0;0.011846065521240234;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5873015873015873;0.5873015873015873;0.0;5664;0.632183908045977;0.632183908045977;0.0;5546;0.8604651162790697;0.8604651162790697;0.0;3618;0.6981132075471699;0.6981132075471699;0.0;5347;MLPClassifier;;;;;;;identity;(60, 100, 40);invscaling;500000;sgd +14.145.898.818.969.700;0.0;0.01324009895324707;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5964912280701754;0.5964912280701754;0.0;5656;0.632183908045977;0.632183908045977;0.0;5546;0.7906976744186046;0.7906976744186046;0.0;4827;0.6799999999999999;0.6799999999999999;0.0;5497;MLPClassifier;;;;;;;identity;(60, 100, 20);invscaling;500000;sgd +0.11829710006713867;0.0;0.01059103012084961;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.6078431372549019;0.6078431372549019;0.0;5641;0.632183908045977;0.632183908045977;0.0;5546;0.7209302325581395;0.7209302325581395;0.0;5439;0.6595744680851063;0.6595744680851063;0.0;5813;MLPClassifier;;;;;;;logistic;(75, 75);constant;500000;sgd +0.1990201473236084;0.0;0.01332998275756836;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6222222222222222;0.6222222222222222;0.0;5628;0.632183908045977;0.632183908045977;0.0;5546;0.6511627906976745;0.6511627906976745;0.0;5953;0.6363636363636364;0.6363636363636364;0.0;5886;MLPClassifier;;;;;;;tanh;(80, 40, 60);invscaling;500000;sgd +17.564.611.434.936.500;0.0;0.011015892028808594;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.627906976744186;0.627906976744186;0.0;5623;0.632183908045977;0.632183908045977;0.0;5546;0.627906976744186;0.627906976744186;0.0;5984;0.627906976744186;0.627906976744186;0.0;5916;MLPClassifier;;;;;;;identity;(80, 80, 100);invscaling;500000;sgd +0.07983779907226562;0.0;0.007768154144287109;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.627906976744186;0.627906976744186;0.0;5623;0.632183908045977;0.632183908045977;0.0;5546;0.627906976744186;0.627906976744186;0.0;5984;0.627906976744186;0.627906976744186;0.0;5916;MLPClassifier;;;;;;;tanh;65;invscaling;500000;sgd +0.5038101673126221;0.0;0.01341390609741211;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6410256410256411;0.6410256410256411;0.0;5607;0.632183908045977;0.632183908045977;0.0;5546;0.5813953488372093;0.5813953488372093;0.0;6016;0.6097560975609757;0.6097560975609757;0.0;5956;MLPClassifier;;;;;;;identity;(40, 20, 20);invscaling;500000;sgd +0.2165231704711914;0.0;0.009490966796875;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6410256410256411;0.6410256410256411;0.0;5607;0.632183908045977;0.632183908045977;0.0;5546;0.5813953488372093;0.5813953488372093;0.0;6016;0.6097560975609757;0.6097560975609757;0.0;5956;MLPClassifier;;;;;;;tanh;(40, 80, 40);invscaling;500000;sgd +10.708.048.343.658.400;0.0;0.008361101150512695;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6774193548387096;0.6774193548387096;0.0;5543;0.632183908045977;0.632183908045977;0.0;5546;0.4883720930232558;0.4883720930232558;0.0;6071;0.5675675675675677;0.5675675675675677;0.0;6020;MLPClassifier;;;;;;;identity;(75, 60);invscaling;500000;sgd +0.44802212715148926;0.0;0.008498907089233398;0.0;{'activation': 'identity', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6896551724137931;0.6896551724137931;0.0;5461;0.632183908045977;0.632183908045977;0.0;5546;0.46511627906976744;0.46511627906976744;0.0;6083;0.5555555555555556;0.5555555555555556;0.0;6036;MLPClassifier;;;;;;;identity;95;invscaling;500000;sgd +0.35285234451293945;0.0;0.008685827255249023;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6896551724137931;0.6896551724137931;0.0;5461;0.632183908045977;0.632183908045977;0.0;5546;0.46511627906976744;0.46511627906976744;0.0;6083;0.5555555555555556;0.5555555555555556;0.0;6036;MLPClassifier;;;;;;;identity;(20, 40, 60);invscaling;500000;sgd +0.21280407905578613;0.0;0.009243965148925781;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6896551724137931;0.6896551724137931;0.0;5461;0.632183908045977;0.632183908045977;0.0;5546;0.46511627906976744;0.46511627906976744;0.0;6083;0.5555555555555556;0.5555555555555556;0.0;6036;MLPClassifier;;;;;;;tanh;(100, 20, 40);invscaling;500000;sgd +40.135.338.306.427;0.0;0.009684085845947266;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7391304347826086;0.7391304347826086;0.0;3448;0.632183908045977;0.632183908045977;0.0;5546;0.3953488372093023;0.3953488372093023;0.0;6116;0.5151515151515151;0.5151515151515151;0.0;6086;MLPClassifier;;;;;;;identity;(80, 100, 80);invscaling;500000;sgd +17.848.258.018.493.600;0.0;0.009701013565063477;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5675675675675675;0.5675675675675675;0.0;5703;0.6206896551724138;0.6206896551724138;0.0;5562;0.9767441860465116;0.9767441860465116;0.0;1284;0.717948717948718;0.717948717948718;0.0;5066;MLPClassifier;;;;;;;identity;(40, 60, 40);invscaling;500000;sgd +16.222.219.467.163.000;0.0;0.009925127029418945;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5675675675675675;0.5675675675675675;0.0;5703;0.6206896551724138;0.6206896551724138;0.0;5562;0.9767441860465116;0.9767441860465116;0.0;1284;0.717948717948718;0.717948717948718;0.0;5066;MLPClassifier;;;;;;;identity;(60, 40, 80);invscaling;500000;sgd +0.9150357246398926;0.0;0.009459972381591797;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5735294117647058;0.5735294117647058;0.0;5694;0.6206896551724138;0.6206896551724138;0.0;5562;0.9069767441860465;0.9069767441860465;0.0;3336;0.7027027027027025;0.7027027027027025;0.0;5335;MLPClassifier;;;;;;;identity;(60, 100, 100);invscaling;500000;sgd +26.552.183.628.082.200;0.0;0.010199785232543945;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5806451612903226;0.5806451612903226;0.0;5675;0.6206896551724138;0.6206896551724138;0.0;5562;0.8372093023255814;0.8372093023255814;0.0;3657;0.6857142857142857;0.6857142857142857;0.0;5475;MLPClassifier;;;;;;;identity;(80, 60, 100);invscaling;500000;sgd +0.11185407638549805;0.0;0.012787818908691406;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5806451612903226;0.5806451612903226;0.0;5675;0.6206896551724138;0.6206896551724138;0.0;5562;0.8372093023255814;0.8372093023255814;0.0;3657;0.6857142857142857;0.6857142857142857;0.0;5475;MLPClassifier;;;;;;;relu;(90, 30);invscaling;500000;sgd +0.5990219116210938;0.0;0.009280920028686523;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.5862068965517241;0.5862068965517241;0.0;5666;0.6206896551724138;0.6206896551724138;0.0;5562;0.7906976744186046;0.7906976744186046;0.0;4827;0.6732673267326732;0.6732673267326732;0.0;5523;MLPClassifier;;;;;;;logistic;(60, 60, 100);adaptive;500000;sgd +0.2924363613128662;0.0;0.012863874435424805;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6136363636363636;0.6136363636363636;0.0;5638;0.6206896551724138;0.6206896551724138;0.0;5562;0.627906976744186;0.627906976744186;0.0;5984;0.6206896551724139;0.6206896551724139;0.0;5930;MLPClassifier;;;;;;;identity;(40, 80, 40);invscaling;500000;sgd +0.04520916938781738;0.0;0.008793115615844727;0.0;{'activation': 'identity', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6190476190476191;0.6190476190476191;0.0;5632;0.6206896551724138;0.6206896551724138;0.0;5562;0.6046511627906976;0.6046511627906976;0.0;6006;0.611764705882353;0.611764705882353;0.0;5947;MLPClassifier;;;;;;;identity;5;invscaling;500000;sgd +0.09311676025390625;0.0;0.009575128555297852;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6190476190476191;0.6190476190476191;0.0;5632;0.6206896551724138;0.6206896551724138;0.0;5562;0.6046511627906976;0.6046511627906976;0.0;6006;0.611764705882353;0.611764705882353;0.0;5947;MLPClassifier;;;;;;;relu;(20, 100, 40);invscaling;500000;sgd +0.04410696029663086;0.0;0.010217905044555664;0.0;{'activation': 'identity', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.631578947368421;0.631578947368421;0.0;5616;0.6206896551724138;0.6206896551724138;0.0;5562;0.5581395348837209;0.5581395348837209;0.0;6034;0.5925925925925927;0.5925925925925927;0.0;5989;MLPClassifier;;;;;;;identity;30;invscaling;500000;sgd +0.5538339614868164;0.0;0.011425971984863281;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.631578947368421;0.631578947368421;0.0;5616;0.6206896551724138;0.6206896551724138;0.0;5562;0.5581395348837209;0.5581395348837209;0.0;6034;0.5925925925925927;0.5925925925925927;0.0;5989;MLPClassifier;;;;;;;identity;(60, 20, 40);invscaling;500000;sgd +10.529.441.833.496.000;0.0;0.01065373420715332;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6388888888888888;0.6388888888888888;0.0;5611;0.6206896551724138;0.6206896551724138;0.0;5562;0.5348837209302325;0.5348837209302325;0.0;6048;0.5822784810126581;0.5822784810126581;0.0;6000;MLPClassifier;;;;;;;identity;(20, 40, 100);invscaling;500000;sgd +0.16842293739318848;0.0;0.008768081665039062;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6388888888888888;0.6388888888888888;0.0;5611;0.6206896551724138;0.6206896551724138;0.0;5562;0.5348837209302325;0.5348837209302325;0.0;6048;0.5822784810126581;0.5822784810126581;0.0;6000;MLPClassifier;;;;;;;tanh;(20, 40, 100);invscaling;500000;sgd +0.17920804023742676;0.0;0.008588075637817383;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6470588235294118;0.6470588235294118;0.0;5600;0.6206896551724138;0.6206896551724138;0.0;5562;0.5116279069767442;0.5116279069767442;0.0;6058;0.5714285714285715;0.5714285714285715;0.0;6012;MLPClassifier;;;;;;;identity;(75, 45);invscaling;500000;sgd +0.8068459033966064;0.0;0.012194156646728516;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6785714285714286;0.6785714285714286;0.0;5542;0.6206896551724138;0.6206896551724138;0.0;5562;0.4418604651162791;0.4418604651162791;0.0;6097;0.5352112676056338;0.5352112676056338;0.0;6065;MLPClassifier;;;;;;;identity;(100, 40, 60);invscaling;500000;sgd +0.2746891975402832;0.0;0.00974273681640625;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6923076923076923;0.6923076923076923;0.0;5442;0.6206896551724138;0.6206896551724138;0.0;5562;0.4186046511627907;0.4186046511627907;0.0;6108;0.5217391304347826;0.5217391304347826;0.0;6081;MLPClassifier;;;;;;;identity;(20, 80, 60);invscaling;500000;sgd +0.08255314826965332;0.0;0.00817728042602539;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7083333333333334;0.7083333333333334;0.0;5160;0.6206896551724138;0.6206896551724138;0.0;5562;0.3953488372093023;0.3953488372093023;0.0;6116;0.5074626865671642;0.5074626865671642;0.0;6093;MLPClassifier;;;;;;;tanh;90;invscaling;500000;sgd +0.424314022064209;0.0;0.00994420051574707;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5584415584415584;0.5584415584415584;0.0;5723;0.6091954022988506;0.6091954022988506;0.0;5579;1.0;1.0;0.0;1;0.7166666666666666;0.7166666666666666;0.0;5070;MLPClassifier;;;;;;;tanh;(80, 80, 60);invscaling;500000;sgd +0.19768500328063965;0.0;0.008867740631103516;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5671641791044776;0.5671641791044776;0.0;5705;0.6091954022988506;0.6091954022988506;0.0;5579;0.8837209302325582;0.8837209302325582;0.0;3367;0.6909090909090908;0.6909090909090908;0.0;5438;MLPClassifier;;;;;;;identity;(75, 75);invscaling;500000;sgd +0.8224849700927734;0.0;0.010951995849609375;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5737704918032787;0.5737704918032787;0.0;5692;0.6091954022988506;0.6091954022988506;0.0;5579;0.813953488372093;0.813953488372093;0.0;3937;0.673076923076923;0.673076923076923;0.0;5524;MLPClassifier;;;;;;;identity;(80, 40, 80);invscaling;500000;sgd +0.045604705810546875;0.0;0.011822223663330078;0.0;{'activation': 'relu', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5737704918032787;0.5737704918032787;0.0;5692;0.6091954022988506;0.6091954022988506;0.0;5579;0.813953488372093;0.813953488372093;0.0;3937;0.673076923076923;0.673076923076923;0.0;5524;MLPClassifier;;;;;;;relu;50;invscaling;500000;sgd +0.745711088180542;0.0;0.013931035995483398;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5789473684210527;0.5789473684210527;0.0;5681;0.6091954022988506;0.6091954022988506;0.0;5579;0.7674418604651163;0.7674418604651163;0.0;5116;0.66;0.66;0.0;5811;MLPClassifier;;;;;;;identity;(60, 80, 40);invscaling;500000;sgd +0.05455899238586426;0.0;0.01092386245727539;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.5789473684210527;0.5789473684210527;0.0;5681;0.6091954022988506;0.6091954022988506;0.0;5579;0.7674418604651163;0.7674418604651163;0.0;5116;0.66;0.66;0.0;5811;MLPClassifier;;;;;;;logistic;(30, 60);constant;500000;sgd +0.13492703437805176;0.0;0.009064912796020508;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5918367346938775;0.5918367346938775;0.0;5660;0.6091954022988506;0.6091954022988506;0.0;5579;0.6744186046511628;0.6744186046511628;0.0;5890;0.6304347826086958;0.6304347826086958;0.0;5903;MLPClassifier;;;;;;;relu;(90, 60);invscaling;500000;sgd +1.487.865.924.835.200;0.0;0.011037111282348633;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6;0.6;0.0;5646;0.6091954022988506;0.6091954022988506;0.0;5579;0.627906976744186;0.627906976744186;0.0;5984;0.6136363636363636;0.6136363636363636;0.0;5945;MLPClassifier;;;;;;;identity;(100, 60, 20);invscaling;500000;sgd +0.6180109977722168;0.0;0.01287221908569336;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6046511627906976;0.6046511627906976;0.0;5645;0.6091954022988506;0.6091954022988506;0.0;5579;0.6046511627906976;0.6046511627906976;0.0;6006;0.6046511627906976;0.6046511627906976;0.0;5965;MLPClassifier;;;;;;;tanh;(100, 60, 20);invscaling;500000;sgd +0.0745081901550293;0.0;0.007841825485229492;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6216216216216216;0.6216216216216216;0.0;5629;0.6091954022988506;0.6091954022988506;0.0;5579;0.5348837209302325;0.5348837209302325;0.0;6048;0.575;0.575;0.0;6011;MLPClassifier;;;;;;;tanh;55;invscaling;500000;sgd +0.9253549575805664;0.0;0.010647773742675781;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6285714285714286;0.6285714285714286;0.0;5622;0.6091954022988506;0.6091954022988506;0.0;5579;0.5116279069767442;0.5116279069767442;0.0;6058;0.5641025641025641;0.5641025641025641;0.0;6023;MLPClassifier;;;;;;;identity;(100, 20, 20);invscaling;500000;sgd +0.4327890872955322;0.0;0.00929403305053711;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6551724137931034;0.6551724137931034;0.0;5597;0.6091954022988506;0.6091954022988506;0.0;5579;0.4418604651162791;0.4418604651162791;0.0;6097;0.5277777777777777;0.5277777777777777;0.0;6077;MLPClassifier;;;;;;;logistic;(75, 60);adaptive;500000;sgd +0.42646217346191406;0.0;0.009917020797729492;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6666666666666666;0.6666666666666666;0.0;5568;0.6091954022988506;0.6091954022988506;0.0;5579;0.4186046511627907;0.4186046511627907;0.0;6108;0.5142857142857143;0.5142857142857143;0.0;6087;MLPClassifier;;;;;;;identity;(60, 60, 100);invscaling;500000;sgd +1.446.579.933.166.500;0.0;0.012407064437866211;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.68;0.68;0.0;5538;0.6091954022988506;0.6091954022988506;0.0;5579;0.3953488372093023;0.3953488372093023;0.0;6116;0.5;0.5;0.0;6096;MLPClassifier;;;;;;;identity;(40, 40, 100);invscaling;500000;sgd +0.30855298042297363;0.0;0.00997304916381836;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.68;0.68;0.0;5538;0.6091954022988506;0.6091954022988506;0.0;5579;0.3953488372093023;0.3953488372093023;0.0;6116;0.5;0.5;0.0;6096;MLPClassifier;;;;;;;tanh;(60, 100, 60);invscaling;500000;sgd +0.23253703117370605;0.0;0.015842199325561523;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7647058823529411;0.7647058823529411;0.0;2637;0.6091954022988506;0.6091954022988506;0.0;5579;0.3023255813953488;0.3023255813953488;0.0;6167;0.4333333333333333;0.4333333333333333;0.0;6136;MLPClassifier;;;;;;;identity;(20, 100, 40);invscaling;500000;sgd +0.14107012748718262;0.0;0.008622169494628906;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7647058823529411;0.7647058823529411;0.0;2637;0.6091954022988506;0.6091954022988506;0.0;5579;0.3023255813953488;0.3023255813953488;0.0;6167;0.4333333333333333;0.4333333333333333;0.0;6136;MLPClassifier;;;;;;;tanh;95;invscaling;500000;sgd +0.07285380363464355;0.0;0.007571220397949219;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7647058823529411;0.7647058823529411;0.0;2637;0.6091954022988506;0.6091954022988506;0.0;5579;0.3023255813953488;0.3023255813953488;0.0;6167;0.4333333333333333;0.4333333333333333;0.0;6136;MLPClassifier;;;;;;;relu;(30, 30);invscaling;500000;sgd +0.09484004974365234;0.0;0.009358882904052734;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.8461538461538461;0.8461538461538461;0.0;56;0.6091954022988506;0.6091954022988506;0.0;5579;0.2558139534883721;0.2558139534883721;0.0;6186;0.3928571428571428;0.3928571428571428;0.0;6169;MLPClassifier;;;;;;;tanh;(20, 20, 20);invscaling;500000;sgd +0.07856988906860352;0.0;0.007593870162963867;0.0;{'activation': 'relu', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.8461538461538461;0.8461538461538461;0.0;56;0.6091954022988506;0.6091954022988506;0.0;5579;0.2558139534883721;0.2558139534883721;0.0;6186;0.3928571428571428;0.3928571428571428;0.0;6169;MLPClassifier;;;;;;;relu;25;invscaling;500000;sgd +0.19482803344726562;0.0;0.00951075553894043;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};1.0;1.0;0.0;1;0.6091954022988506;0.6091954022988506;0.0;5579;0.20930232558139536;0.20930232558139536;0.0;6198;0.3461538461538462;0.3461538461538462;0.0;6186;MLPClassifier;;;;;;;relu;(60, 80, 100);invscaling;500000;sgd +0.6836459636688232;0.0;0.011842012405395508;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5512820512820513;0.5512820512820513;0.0;5737;0.5977011494252874;0.5977011494252874;0.0;5600;1.0;1.0;0.0;1;0.7107438016528926;0.7107438016528926;0.0;5174;MLPClassifier;;;;;;;identity;(90, 75);invscaling;500000;sgd +1.381.580.114.364.620;0.0;0.014932870864868164;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5512820512820513;0.5512820512820513;0.0;5737;0.5977011494252874;0.5977011494252874;0.0;5600;1.0;1.0;0.0;1;0.7107438016528926;0.7107438016528926;0.0;5174;MLPClassifier;;;;;;;identity;(60, 100, 60);invscaling;500000;sgd +0.060981035232543945;0.0;0.013479948043823242;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5526315789473685;0.5526315789473685;0.0;5735;0.5977011494252874;0.5977011494252874;0.0;5600;0.9767441860465116;0.9767441860465116;0.0;1284;0.7058823529411765;0.7058823529411765;0.0;5178;MLPClassifier;;;;;;;logistic;(60, 45);invscaling;500000;sgd +0.6667468547821045;0.0;0.01001119613647461;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5540540540540541;0.5540540540540541;0.0;5733;0.5977011494252874;0.5977011494252874;0.0;5600;0.9534883720930233;0.9534883720930233;0.0;2739;0.7008547008547009;0.7008547008547009;0.0;5339;MLPClassifier;;;;;;;identity;(60, 30);invscaling;500000;sgd +0.0806112289428711;0.0;0.007797956466674805;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5555555555555556;0.5555555555555556;0.0;5726;0.5977011494252874;0.5977011494252874;0.0;5600;0.9302325581395349;0.9302325581395349;0.0;3215;0.6956521739130435;0.6956521739130435;0.0;5433;MLPClassifier;;;;;;;tanh;(30, 30);invscaling;500000;sgd +0.28046703338623047;0.0;0.009021997451782227;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.5588235294117647;0.5588235294117647;0.0;5722;0.5977011494252874;0.5977011494252874;0.0;5600;0.8837209302325582;0.8837209302325582;0.0;3367;0.6846846846846847;0.6846846846846847;0.0;5477;MLPClassifier;;;;;;;logistic;(30, 60);adaptive;500000;sgd +15.129.740.238.189.600;0.0;0.012752771377563477;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5606060606060606;0.5606060606060606;0.0;5717;0.5977011494252874;0.5977011494252874;0.0;5600;0.8604651162790697;0.8604651162790697;0.0;3618;0.6788990825688073;0.6788990825688073;0.0;5498;MLPClassifier;;;;;;;identity;(80, 80, 60);invscaling;500000;sgd +0.6049120426177979;0.0;0.01657891273498535;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5666666666666667;0.5666666666666667;0.0;5706;0.5977011494252874;0.5977011494252874;0.0;5600;0.7906976744186046;0.7906976744186046;0.0;4827;0.6601941747572816;0.6601941747572816;0.0;5810;MLPClassifier;;;;;;;tanh;(60, 60, 100);invscaling;500000;sgd +0.31117796897888184;0.0;0.010426044464111328;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5714285714285714;0.5714285714285714;0.0;5695;0.5977011494252874;0.5977011494252874;0.0;5600;0.7441860465116279;0.7441860465116279;0.0;5303;0.6464646464646464;0.6464646464646464;0.0;5850;MLPClassifier;;;;;;;identity;(100, 60, 80);invscaling;500000;sgd +0.1078341007232666;0.0;0.00804901123046875;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5769230769230769;0.5769230769230769;0.0;5685;0.5977011494252874;0.5977011494252874;0.0;5600;0.6976744186046512;0.6976744186046512;0.0;5651;0.631578947368421;0.631578947368421;0.0;5901;MLPClassifier;;;;;;;tanh;80;invscaling;500000;sgd +0.09440302848815918;0.0;0.009250879287719727;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5769230769230769;0.5769230769230769;0.0;5685;0.5977011494252874;0.5977011494252874;0.0;5600;0.6976744186046512;0.6976744186046512;0.0;5651;0.631578947368421;0.631578947368421;0.0;5901;MLPClassifier;;;;;;;tanh;(45, 45);invscaling;500000;sgd +0.048786163330078125;0.0;0.009562015533447266;0.0;{'activation': 'identity', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.58;0.58;0.0;5678;0.5977011494252874;0.5977011494252874;0.0;5600;0.6744186046511628;0.6744186046511628;0.0;5890;0.6236559139784946;0.6236559139784946;0.0;5923;MLPClassifier;;;;;;;identity;15;invscaling;500000;sgd +0.622870922088623;0.0;0.009123086929321289;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.58;0.58;0.0;5678;0.5977011494252874;0.5977011494252874;0.0;5600;0.6744186046511628;0.6744186046511628;0.0;5890;0.6236559139784946;0.6236559139784946;0.0;5923;MLPClassifier;;;;;;;identity;(90, 60);invscaling;500000;sgd +0.6756711006164551;0.0;0.008422136306762695;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.58;0.58;0.0;5678;0.5977011494252874;0.5977011494252874;0.0;5600;0.6744186046511628;0.6744186046511628;0.0;5890;0.6236559139784946;0.6236559139784946;0.0;5923;MLPClassifier;;;;;;;identity;(20, 40, 40);invscaling;500000;sgd +0.21788811683654785;0.0;0.010219097137451172;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5869565217391305;0.5869565217391305;0.0;5665;0.5977011494252874;0.5977011494252874;0.0;5600;0.627906976744186;0.627906976744186;0.0;5984;0.6067415730337078;0.6067415730337078;0.0;5962;MLPClassifier;;;;;;;tanh;(90, 30);invscaling;500000;sgd +1.109.325.885.772.700;0.0;0.015835046768188477;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6;0.6;0.0;5646;0.5977011494252874;0.5977011494252874;0.0;5600;0.5581395348837209;0.5581395348837209;0.0;6034;0.5783132530120482;0.5783132530120482;0.0;6007;MLPClassifier;;;;;;;identity;(40, 100, 80);invscaling;500000;sgd +12.672.901.153.564.400;0.0;0.009373903274536133;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6052631578947368;0.6052631578947368;0.0;5644;0.5977011494252874;0.5977011494252874;0.0;5600;0.5348837209302325;0.5348837209302325;0.0;6048;0.5679012345679012;0.5679012345679012;0.0;6019;MLPClassifier;;;;;;;identity;(40, 60, 100);invscaling;500000;sgd +0.13062405586242676;0.0;0.009037971496582031;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.625;0.625;0.0;5626;0.5977011494252874;0.5977011494252874;0.0;5600;0.46511627906976744;0.46511627906976744;0.0;6083;0.5333333333333334;0.5333333333333334;0.0;6066;MLPClassifier;;;;;;;logistic;(100, 40, 100);constant;500000;sgd +0.08666586875915527;0.0;0.008661985397338867;0.0;{'activation': 'relu', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.625;0.625;0.0;5626;0.5977011494252874;0.5977011494252874;0.0;5600;0.46511627906976744;0.46511627906976744;0.0;6083;0.5333333333333334;0.5333333333333334;0.0;6066;MLPClassifier;;;;;;;relu;55;invscaling;500000;sgd +0.33042407035827637;0.0;0.008769750595092773;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6333333333333333;0.6333333333333333;0.0;5615;0.5977011494252874;0.5977011494252874;0.0;5600;0.4418604651162791;0.4418604651162791;0.0;6097;0.5205479452054794;0.5205479452054794;0.0;6082;MLPClassifier;;;;;;;tanh;(30, 90);invscaling;500000;sgd +0.08811497688293457;0.0;0.009070873260498047;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7;0.7;0.0;5308;0.5977011494252874;0.5977011494252874;0.0;5600;0.32558139534883723;0.32558139534883723;0.0;6155;0.44444444444444453;0.44444444444444453;0.0;6128;MLPClassifier;;;;;;;relu;(60, 40, 60);invscaling;500000;sgd +0.10358405113220215;0.0;0.0077588558197021484;0.0;{'activation': 'relu', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7222222222222222;0.7222222222222222;0.0;4712;0.5977011494252874;0.5977011494252874;0.0;5600;0.3023255813953488;0.3023255813953488;0.0;6167;0.4262295081967213;0.4262295081967213;0.0;6143;MLPClassifier;;;;;;;relu;70;invscaling;500000;sgd +18.461.241.722.106.900;0.0;0.01276087760925293;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.75;0.75;0.0;2954;0.5977011494252874;0.5977011494252874;0.0;5600;0.27906976744186046;0.27906976744186046;0.0;6176;0.4067796610169491;0.4067796610169491;0.0;6153;MLPClassifier;;;;;;;identity;(100, 20, 60);invscaling;500000;sgd +0.7440369129180908;0.0;0.009940147399902344;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.75;0.75;0.0;2954;0.5977011494252874;0.5977011494252874;0.0;5600;0.27906976744186046;0.27906976744186046;0.0;6176;0.4067796610169491;0.4067796610169491;0.0;6153;MLPClassifier;;;;;;;identity;(100, 80, 20);invscaling;500000;sgd +0.004266977310180664;0.0;0.004333972930908203;0.0;{'gamma': 'scale', 'kernel': 'poly'};0.8333333333333334;0.8333333333333334;0.0;1;0.5977011494252874;0.5977011494252874;0.0;8;0.23255813953488372;0.23255813953488372;0.0;8;0.3636363636363636;0.3636363636363636;0.0;8;SVC;scale;poly;;;;;;;;; +0.8032457828521729;0.0;0.015806913375854492;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.9;0.9;0.0;18;0.5977011494252874;0.5977011494252874;0.0;5600;0.20930232558139536;0.20930232558139536;0.0;6198;0.339622641509434;0.339622641509434;0.0;6190;MLPClassifier;;;;;;;identity;(40, 40, 60);invscaling;500000;sgd +0.7782552242279053;0.0;0.009131908416748047;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.559322033898305;0.559322033898305;0.0;5720;0.5862068965517241;0.5862068965517241;0.0;5625;0.7674418604651163;0.7674418604651163;0.0;5116;0.6470588235294118;0.6470588235294118;0.0;5848;MLPClassifier;;;;;;;identity;(20, 60, 20);invscaling;500000;sgd +0.3541259765625;0.0;0.012575864791870117;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.559322033898305;0.559322033898305;0.0;5720;0.5862068965517241;0.5862068965517241;0.0;5625;0.7674418604651163;0.7674418604651163;0.0;5116;0.6470588235294118;0.6470588235294118;0.0;5848;MLPClassifier;;;;;;;tanh;(60, 40, 60);invscaling;500000;sgd +12.890.548.706.054.600;0.0;0.01452183723449707;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5614035087719298;0.5614035087719298;0.0;5715;0.5862068965517241;0.5862068965517241;0.0;5625;0.7441860465116279;0.7441860465116279;0.0;5303;0.6399999999999999;0.6399999999999999;0.0;5880;MLPClassifier;;;;;;;identity;(20, 80, 80);invscaling;500000;sgd +0.19131994247436523;0.0;0.009618043899536133;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5614035087719298;0.5614035087719298;0.0;5715;0.5862068965517241;0.5862068965517241;0.0;5625;0.7441860465116279;0.7441860465116279;0.0;5303;0.6399999999999999;0.6399999999999999;0.0;5880;MLPClassifier;;;;;;;identity;(100, 20, 100);invscaling;500000;sgd +0.7482070922851562;0.0;0.009785175323486328;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5660377358490566;0.5660377358490566;0.0;5708;0.5862068965517241;0.5862068965517241;0.0;5625;0.6976744186046512;0.6976744186046512;0.0;5651;0.625;0.625;0.0;5920;MLPClassifier;;;;;;;identity;(60, 15);invscaling;500000;sgd +0.655238151550293;0.0;0.010445833206176758;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5660377358490566;0.5660377358490566;0.0;5708;0.5862068965517241;0.5862068965517241;0.0;5625;0.6976744186046512;0.6976744186046512;0.0;5651;0.625;0.625;0.0;5920;MLPClassifier;;;;;;;identity;(20, 60, 100);invscaling;500000;sgd +2.909.796.953.201.290;0.0;0.013481855392456055;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5660377358490566;0.5660377358490566;0.0;5708;0.5862068965517241;0.5862068965517241;0.0;5625;0.6976744186046512;0.6976744186046512;0.0;5651;0.625;0.625;0.0;5920;MLPClassifier;;;;;;;identity;(40, 20, 60);invscaling;500000;sgd +10.944.969.654.083.200;0.0;0.01178884506225586;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5714285714285714;0.5714285714285714;0.0;5695;0.5862068965517241;0.5862068965517241;0.0;5625;0.6511627906976745;0.6511627906976745;0.0;5953;0.6086956521739131;0.6086956521739131;0.0;5958;MLPClassifier;;;;;;;identity;(80, 100, 20);invscaling;500000;sgd +1.875.840.187.072.750;0.0;0.013096094131469727;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.574468085106383;0.574468085106383;0.0;5690;0.5862068965517241;0.5862068965517241;0.0;5625;0.627906976744186;0.627906976744186;0.0;5984;0.6;0.6;0.0;5972;MLPClassifier;;;;;;;identity;(60, 100, 80);invscaling;500000;sgd +0.09407281875610352;0.0;0.008649826049804688;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.574468085106383;0.574468085106383;0.0;5690;0.5862068965517241;0.5862068965517241;0.0;5625;0.627906976744186;0.627906976744186;0.0;5984;0.6;0.6;0.0;5972;MLPClassifier;;;;;;;relu;(90, 45);invscaling;500000;sgd +0.22124409675598145;0.0;0.014251947402954102;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5853658536585366;0.5853658536585366;0.0;5668;0.5862068965517241;0.5862068965517241;0.0;5625;0.5581395348837209;0.5581395348837209;0.0;6034;0.5714285714285714;0.5714285714285714;0.0;6013;MLPClassifier;;;;;;;tanh;(60, 20, 100);invscaling;500000;sgd +0.3778848648071289;0.0;0.010116100311279297;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5945945945945946;0.5945945945945946;0.0;5657;0.5862068965517241;0.5862068965517241;0.0;5625;0.5116279069767442;0.5116279069767442;0.0;6058;0.55;0.55;0.0;6048;MLPClassifier;;;;;;;identity;(80, 20, 60);invscaling;500000;sgd +0.0920870304107666;0.0;0.010771036148071289;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6206896551724138;0.6206896551724138;0.0;5630;0.5862068965517241;0.5862068965517241;0.0;5625;0.4186046511627907;0.4186046511627907;0.0;6108;0.5;0.5;0.0;6096;MLPClassifier;;;;;;;tanh;(20, 20, 80);invscaling;500000;sgd +0.08562088012695312;0.0;0.007679939270019531;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6206896551724138;0.6206896551724138;0.0;5630;0.5862068965517241;0.5862068965517241;0.0;5625;0.4186046511627907;0.4186046511627907;0.0;6108;0.5;0.5;0.0;6096;MLPClassifier;;;;;;;relu;(45, 30);invscaling;500000;sgd +0.07753801345825195;0.0;0.007979869842529297;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6296296296296297;0.6296296296296297;0.0;5619;0.5862068965517241;0.5862068965517241;0.0;5625;0.3953488372093023;0.3953488372093023;0.0;6116;0.48571428571428577;0.48571428571428577;0.0;6108;MLPClassifier;;;;;;;relu;(30, 90);invscaling;500000;sgd +0.754572868347168;0.0;0.012679100036621094;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.64;0.64;0.0;5609;0.5862068965517241;0.5862068965517241;0.0;5625;0.37209302325581395;0.37209302325581395;0.0;6137;0.4705882352941177;0.4705882352941177;0.0;6118;MLPClassifier;;;;;;;identity;(80, 100, 100);invscaling;500000;sgd +0.47792792320251465;0.0;0.009419918060302734;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6521739130434783;0.6521739130434783;0.0;5598;0.5862068965517241;0.5862068965517241;0.0;5625;0.3488372093023256;0.3488372093023256;0.0;6145;0.4545454545454546;0.4545454545454546;0.0;6124;MLPClassifier;;;;;;;tanh;(80, 60, 80);invscaling;500000;sgd +0.6243929862976074;0.0;0.009212017059326172;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6666666666666666;0.6666666666666666;0.0;5568;0.5862068965517241;0.5862068965517241;0.0;5625;0.32558139534883723;0.32558139534883723;0.0;6155;0.4375;0.4375;0.0;6132;MLPClassifier;;;;;;;identity;(20, 60, 60);invscaling;500000;sgd +0.15754079818725586;0.0;0.014925241470336914;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7058823529411765;0.7058823529411765;0.0;5203;0.5862068965517241;0.5862068965517241;0.0;5625;0.27906976744186046;0.27906976744186046;0.0;6176;0.4;0.4;0.0;6158;MLPClassifier;;;;;;;logistic;(75, 90);constant;500000;sgd +0.1312859058380127;0.0;0.00799107551574707;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7058823529411765;0.7058823529411765;0.0;5203;0.5862068965517241;0.5862068965517241;0.0;5625;0.27906976744186046;0.27906976744186046;0.0;6176;0.4;0.4;0.0;6158;MLPClassifier;;;;;;;tanh;(15, 90);invscaling;500000;sgd +0.20648479461669922;0.0;0.008657217025756836;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.7333333333333333;0.7333333333333333;0.0;3760;0.5862068965517241;0.5862068965517241;0.0;5625;0.2558139534883721;0.2558139534883721;0.0;6186;0.3793103448275862;0.3793103448275862;0.0;6177;MLPClassifier;;;;;;;logistic;(60, 60, 60);constant;500000;sgd +0.165924072265625;0.0;0.008721113204956055;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.8181818181818182;0.8181818181818182;0.0;539;0.5862068965517241;0.5862068965517241;0.0;5625;0.20930232558139536;0.20930232558139536;0.0;6198;0.33333333333333337;0.33333333333333337;0.0;6191;MLPClassifier;;;;;;;relu;(60, 90);invscaling;500000;sgd +0.23903703689575195;0.0;0.011853933334350586;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5394736842105263;0.5394736842105263;0.0;5746;0.5747126436781609;0.5747126436781609;0.0;5647;0.9534883720930233;0.9534883720930233;0.0;2739;0.6890756302521007;0.6890756302521007;0.0;5467;MLPClassifier;;;;;;;relu;(60, 100, 80);invscaling;500000;sgd +0.5514488220214844;0.0;0.009078025817871094;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5517241379310345;0.5517241379310345;0.0;5736;0.5747126436781609;0.5747126436781609;0.0;5647;0.7441860465116279;0.7441860465116279;0.0;5303;0.6336633663366337;0.6336633663366337;0.0;5897;MLPClassifier;;;;;;;identity;(75, 15);invscaling;500000;sgd +0.18384289741516113;0.0;0.010128259658813477;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5535714285714286;0.5535714285714286;0.0;5734;0.5747126436781609;0.5747126436781609;0.0;5647;0.7209302325581395;0.7209302325581395;0.0;5439;0.6262626262626263;0.6262626262626263;0.0;5918;MLPClassifier;;;;;;;relu;(100, 100, 100);invscaling;500000;sgd +0.3289978504180908;0.0;0.014177083969116211;0.0;{'activation': 'identity', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5555555555555556;0.5555555555555556;0.0;5726;0.5747126436781609;0.5747126436781609;0.0;5647;0.6976744186046512;0.6976744186046512;0.0;5651;0.6185567010309277;0.6185567010309277;0.0;5932;MLPClassifier;;;;;;;identity;55;invscaling;500000;sgd +0.8663029670715332;0.0;0.012547969818115234;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5576923076923077;0.5576923076923077;0.0;5724;0.5747126436781609;0.5747126436781609;0.0;5647;0.6744186046511628;0.6744186046511628;0.0;5890;0.6105263157894736;0.6105263157894736;0.0;5953;MLPClassifier;;;;;;;identity;(90, 30);invscaling;500000;sgd +0.44133710861206055;0.0;0.009657859802246094;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5576923076923077;0.5576923076923077;0.0;5724;0.5747126436781609;0.5747126436781609;0.0;5647;0.6744186046511628;0.6744186046511628;0.0;5890;0.6105263157894736;0.6105263157894736;0.0;5953;MLPClassifier;;;;;;;tanh;(100, 60, 100);invscaling;500000;sgd +0.1405808925628662;0.0;0.00964975357055664;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.56;0.56;0.0;5718;0.5747126436781609;0.5747126436781609;0.0;5647;0.6511627906976745;0.6511627906976745;0.0;5953;0.6021505376344087;0.6021505376344087;0.0;5967;MLPClassifier;;;;;;;tanh;(20, 20, 100);invscaling;500000;sgd +0.18455076217651367;0.0;0.010990142822265625;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5652173913043478;0.5652173913043478;0.0;5711;0.5747126436781609;0.5747126436781609;0.0;5647;0.6046511627906976;0.6046511627906976;0.0;6006;0.5842696629213482;0.5842696629213482;0.0;5997;MLPClassifier;;;;;;;identity;(60, 40, 60);invscaling;500000;sgd +0.4625871181488037;0.0;0.008708953857421875;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5789473684210527;0.5789473684210527;0.0;5681;0.5747126436781609;0.5747126436781609;0.0;5647;0.5116279069767442;0.5116279069767442;0.0;6058;0.5432098765432098;0.5432098765432098;0.0;6058;MLPClassifier;;;;;;;tanh;(20, 60, 60);invscaling;500000;sgd +1.567.009.687.423.700;0.0;0.013825178146362305;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5833333333333334;0.5833333333333334;0.0;5670;0.5747126436781609;0.5747126436781609;0.0;5647;0.4883720930232558;0.4883720930232558;0.0;6071;0.5316455696202531;0.5316455696202531;0.0;6071;MLPClassifier;;;;;;;identity;(80, 20, 20);invscaling;500000;sgd +0.22627496719360352;0.0;0.00902104377746582;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5833333333333334;0.5833333333333334;0.0;5670;0.5747126436781609;0.5747126436781609;0.0;5647;0.4883720930232558;0.4883720930232558;0.0;6071;0.5316455696202531;0.5316455696202531;0.0;6071;MLPClassifier;;;;;;;tanh;(40, 60, 80);invscaling;500000;sgd +0.20432806015014648;0.0;0.012498140335083008;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6071428571428571;0.6071428571428571;0.0;5642;0.5747126436781609;0.5747126436781609;0.0;5647;0.3953488372093023;0.3953488372093023;0.0;6116;0.4788732394366197;0.4788732394366197;0.0;6114;MLPClassifier;;;;;;;identity;(60, 60);invscaling;500000;sgd +0.37724900245666504;0.0;0.00864410400390625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6071428571428571;0.6071428571428571;0.0;5642;0.5747126436781609;0.5747126436781609;0.0;5647;0.3953488372093023;0.3953488372093023;0.0;6116;0.4788732394366197;0.4788732394366197;0.0;6114;MLPClassifier;;;;;;;tanh;(60, 80, 60);invscaling;500000;sgd +0.20226097106933594;0.0;0.008651971817016602;0.0;{'activation': 'identity', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6363636363636364;0.6363636363636364;0.0;5614;0.5747126436781609;0.5747126436781609;0.0;5647;0.32558139534883723;0.32558139534883723;0.0;6155;0.4307692307692308;0.4307692307692308;0.0;6139;MLPClassifier;;;;;;;identity;60;invscaling;500000;sgd +13.161.470.890.045.100;0.0;0.00957489013671875;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.65;0.65;0.0;5599;0.5747126436781609;0.5747126436781609;0.0;5647;0.3023255813953488;0.3023255813953488;0.0;6167;0.4126984126984127;0.4126984126984127;0.0;6148;MLPClassifier;;;;;;;tanh;(80, 80, 100);invscaling;500000;sgd +11.656.060.218.811.000;0.0;0.009709835052490234;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6666666666666666;0.6666666666666666;0.0;5568;0.5747126436781609;0.5747126436781609;0.0;5647;0.27906976744186046;0.27906976744186046;0.0;6176;0.3934426229508197;0.3934426229508197;0.0;6167;MLPClassifier;;;;;;;identity;(45, 15);invscaling;500000;sgd +0.8912498950958252;0.0;0.010094165802001953;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6666666666666666;0.6666666666666666;0.0;5568;0.5747126436781609;0.5747126436781609;0.0;5647;0.27906976744186046;0.27906976744186046;0.0;6176;0.3934426229508197;0.3934426229508197;0.0;6167;MLPClassifier;;;;;;;tanh;(80, 100, 80);invscaling;500000;sgd +100.600.004.196.167;0.0;0.008469104766845703;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.75;0.75;0.0;2954;0.5747126436781609;0.5747126436781609;0.0;5647;0.20930232558139536;0.20930232558139536;0.0;6198;0.32727272727272727;0.32727272727272727;0.0;6194;MLPClassifier;;;;;;;identity;(30, 15);invscaling;500000;sgd +0.2864651679992676;0.0;0.010589838027954102;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.8;0.8;0.0;1178;0.5747126436781609;0.5747126436781609;0.0;5647;0.18604651162790697;0.18604651162790697;0.0;6213;0.3018867924528302;0.3018867924528302;0.0;6205;MLPClassifier;;;;;;;logistic;(15, 75);adaptive;500000;sgd +0.11255812644958496;0.0;0.008599042892456055;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.8;0.8;0.0;1178;0.5747126436781609;0.5747126436781609;0.0;5647;0.18604651162790697;0.18604651162790697;0.0;6213;0.3018867924528302;0.3018867924528302;0.0;6205;MLPClassifier;;;;;;;relu;(40, 40, 40);invscaling;500000;sgd +0.9422039985656738;0.0;0.009685993194580078;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5308641975308642;0.5308641975308642;0.0;5764;0.5632183908045977;0.5632183908045977;0.0;5667;1.0;1.0;0.0;1;0.6935483870967741;0.6935483870967741;0.0;5435;MLPClassifier;;;;;;;identity;(60, 60, 60);invscaling;500000;sgd +0.3827400207519531;0.0;0.009263038635253906;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.5308641975308642;0.5308641975308642;0.0;5764;0.5632183908045977;0.5632183908045977;0.0;5667;1.0;1.0;0.0;1;0.6935483870967741;0.6935483870967741;0.0;5435;MLPClassifier;;;;;;;logistic;(60, 60);adaptive;500000;sgd +0.1867210865020752;0.0;0.011449098587036133;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.5308641975308642;0.5308641975308642;0.0;5764;0.5632183908045977;0.5632183908045977;0.0;5667;1.0;1.0;0.0;1;0.6935483870967741;0.6935483870967741;0.0;5435;MLPClassifier;;;;;;;logistic;(90, 60);constant;500000;sgd +0.4292309284210205;0.0;0.011691093444824219;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5384615384615384;0.5384615384615384;0.0;5747;0.5632183908045977;0.5632183908045977;0.0;5667;0.813953488372093;0.813953488372093;0.0;3937;0.6481481481481481;0.6481481481481481;0.0;5845;MLPClassifier;;;;;;;tanh;(40, 100, 20);invscaling;500000;sgd +0.9247128963470459;0.0;0.010174989700317383;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5384615384615384;0.5384615384615384;0.0;5747;0.5632183908045977;0.5632183908045977;0.0;5667;0.813953488372093;0.813953488372093;0.0;3937;0.6481481481481481;0.6481481481481481;0.0;5845;MLPClassifier;;;;;;;tanh;(40, 100, 100);invscaling;500000;sgd +0.7080228328704834;0.0;0.014744043350219727;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.543859649122807;0.543859649122807;0.0;5744;0.5632183908045977;0.5632183908045977;0.0;5667;0.7209302325581395;0.7209302325581395;0.0;5439;0.6200000000000001;0.6200000000000001;0.0;5931;MLPClassifier;;;;;;;identity;(75, 30);invscaling;500000;sgd +0.6287529468536377;0.0;0.009675025939941406;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5490196078431373;0.5490196078431373;0.0;5739;0.5632183908045977;0.5632183908045977;0.0;5667;0.6511627906976745;0.6511627906976745;0.0;5953;0.5957446808510639;0.5957446808510639;0.0;5980;MLPClassifier;;;;;;;identity;(45, 30);invscaling;500000;sgd +0.7996811866760254;0.0;0.010743856430053711;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5490196078431373;0.5490196078431373;0.0;5739;0.5632183908045977;0.5632183908045977;0.0;5667;0.6511627906976745;0.6511627906976745;0.0;5953;0.5957446808510639;0.5957446808510639;0.0;5980;MLPClassifier;;;;;;;identity;(80, 80, 20);invscaling;500000;sgd +0.5747148990631104;0.0;0.00943303108215332;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5555555555555556;0.5555555555555556;0.0;5726;0.5632183908045977;0.5632183908045977;0.0;5667;0.5813953488372093;0.5813953488372093;0.0;6016;0.5681818181818183;0.5681818181818183;0.0;6018;MLPClassifier;;;;;;;tanh;(40, 80, 80);invscaling;500000;sgd +12.161.929.607.391.300;0.0;0.016917943954467773;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5714285714285714;0.5714285714285714;0.0;5695;0.5632183908045977;0.5632183908045977;0.0;5667;0.46511627906976744;0.46511627906976744;0.0;6083;0.5128205128205128;0.5128205128205128;0.0;6088;MLPClassifier;;;;;;;identity;(20, 100, 80);invscaling;500000;sgd +0.11342310905456543;0.0;0.00921177864074707;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5714285714285714;0.5714285714285714;0.0;5695;0.5632183908045977;0.5632183908045977;0.0;5667;0.46511627906976744;0.46511627906976744;0.0;6083;0.5128205128205128;0.5128205128205128;0.0;6088;MLPClassifier;;;;;;;relu;(60, 40, 80);invscaling;500000;sgd +16.477.298.736.572.200;0.0;0.012676239013671875;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5757575757575758;0.5757575757575758;0.0;5687;0.5632183908045977;0.5632183908045977;0.0;5667;0.4418604651162791;0.4418604651162791;0.0;6097;0.5;0.5;0.0;6096;MLPClassifier;;;;;;;identity;(60, 80, 60);invscaling;500000;sgd +0.802454948425293;0.0;0.009459972381591797;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5806451612903226;0.5806451612903226;0.0;5675;0.5632183908045977;0.5632183908045977;0.0;5667;0.4186046511627907;0.4186046511627907;0.0;6108;0.4864864864864865;0.4864864864864865;0.0;6107;MLPClassifier;;;;;;;identity;(40, 20, 40);invscaling;500000;sgd +1.026.242.733.001.700;0.0;0.009908199310302734;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5862068965517241;0.5862068965517241;0.0;5666;0.5632183908045977;0.5632183908045977;0.0;5667;0.3953488372093023;0.3953488372093023;0.0;6116;0.4722222222222222;0.4722222222222222;0.0;6117;MLPClassifier;;;;;;;tanh;(100, 80, 60);invscaling;500000;sgd +0.3260619640350342;0.0;0.009226083755493164;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5925925925925926;0.5925925925925926;0.0;5659;0.5632183908045977;0.5632183908045977;0.0;5667;0.37209302325581395;0.37209302325581395;0.0;6137;0.45714285714285713;0.45714285714285713;0.0;6123;MLPClassifier;;;;;;;tanh;(40, 100, 40);invscaling;500000;sgd +0.20238184928894043;0.0;0.012257099151611328;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6;0.6;0.0;5646;0.5632183908045977;0.5632183908045977;0.0;5667;0.3488372093023256;0.3488372093023256;0.0;6145;0.4411764705882353;0.4411764705882353;0.0;6130;MLPClassifier;;;;;;;identity;(100, 20, 40);invscaling;500000;sgd +2.963.792.085.647.580;0.0;0.010823965072631836;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6;0.6;0.0;5646;0.5632183908045977;0.5632183908045977;0.0;5667;0.3488372093023256;0.3488372093023256;0.0;6145;0.4411764705882353;0.4411764705882353;0.0;6130;MLPClassifier;;;;;;;identity;(100, 100, 20);invscaling;500000;sgd +0.13025784492492676;0.0;0.008240222930908203;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6086956521739131;0.6086956521739131;0.0;5640;0.5632183908045977;0.5632183908045977;0.0;5667;0.32558139534883723;0.32558139534883723;0.0;6155;0.42424242424242425;0.42424242424242425;0.0;6145;MLPClassifier;;;;;;;tanh;(20, 40, 60);invscaling;500000;sgd +0.2559809684753418;0.0;0.010560035705566406;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6190476190476191;0.6190476190476191;0.0;5632;0.5632183908045977;0.5632183908045977;0.0;5667;0.3023255813953488;0.3023255813953488;0.0;6167;0.40625;0.40625;0.0;6155;MLPClassifier;;;;;;;identity;(45, 90);invscaling;500000;sgd +0.15796875953674316;0.0;0.009614229202270508;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6470588235294118;0.6470588235294118;0.0;5600;0.5632183908045977;0.5632183908045977;0.0;5667;0.2558139534883721;0.2558139534883721;0.0;6186;0.3666666666666667;0.3666666666666667;0.0;6180;MLPClassifier;;;;;;;relu;(100, 60, 60);invscaling;500000;sgd +0.8746480941772461;0.0;0.01223611831665039;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6666666666666666;0.6666666666666666;0.0;5568;0.5632183908045977;0.5632183908045977;0.0;5667;0.23255813953488372;0.23255813953488372;0.0;6194;0.3448275862068966;0.3448275862068966;0.0;6188;MLPClassifier;;;;;;;identity;(40, 60, 60);invscaling;500000;sgd +0.3884928226470947;0.0;0.009701967239379883;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6923076923076923;0.6923076923076923;0.0;5442;0.5632183908045977;0.5632183908045977;0.0;5667;0.20930232558139536;0.20930232558139536;0.0;6198;0.32142857142857145;0.32142857142857145;0.0;6196;MLPClassifier;;;;;;;identity;(40, 20, 100);invscaling;500000;sgd +0.18205904960632324;0.0;0.009032964706420898;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.8571428571428571;0.8571428571428571;0.0;29;0.5632183908045977;0.5632183908045977;0.0;5667;0.13953488372093023;0.13953488372093023;0.0;6227;0.24;0.24;0.0;6225;MLPClassifier;;;;;;;tanh;(20, 100, 20);invscaling;500000;sgd +0.9715681076049805;0.0;0.016225099563598633;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};1.0;1.0;0.0;1;0.5632183908045977;0.5632183908045977;0.0;5667;0.11627906976744186;0.11627906976744186;0.0;6235;0.20833333333333334;0.20833333333333334;0.0;6232;MLPClassifier;;;;;;;tanh;(60, 80, 40);invscaling;500000;sgd +0.658160924911499;0.0;0.008702993392944336;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.524390243902439;0.524390243902439;0.0;5776;0.5517241379310345;0.5517241379310345;0.0;5691;1.0;1.0;0.0;1;0.6880000000000001;0.6880000000000001;0.0;5471;MLPClassifier;;;;;;;identity;(40, 40, 40);invscaling;500000;sgd +0.8833961486816406;0.0;0.02173590660095215;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.524390243902439;0.524390243902439;0.0;5776;0.5517241379310345;0.5517241379310345;0.0;5691;1.0;1.0;0.0;1;0.6880000000000001;0.6880000000000001;0.0;5471;MLPClassifier;;;;;;;identity;(80, 60, 80);invscaling;500000;sgd +11.499.509.811.401.300;0.0;0.010430097579956055;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.524390243902439;0.524390243902439;0.0;5776;0.5517241379310345;0.5517241379310345;0.0;5691;1.0;1.0;0.0;1;0.6880000000000001;0.6880000000000001;0.0;5471;MLPClassifier;;;;;;;identity;(100, 100, 60);invscaling;500000;sgd +0.5682971477508545;0.0;0.014230966567993164;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.524390243902439;0.524390243902439;0.0;5776;0.5517241379310345;0.5517241379310345;0.0;5691;1.0;1.0;0.0;1;0.6880000000000001;0.6880000000000001;0.0;5471;MLPClassifier;;;;;;;tanh;(80, 80, 20);invscaling;500000;sgd +13.086.762.428.283.600;0.0;0.010735750198364258;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.525;0.525;0.0;5775;0.5517241379310345;0.5517241379310345;0.0;5691;0.9767441860465116;0.9767441860465116;0.0;1284;0.6829268292682928;0.6829268292682928;0.0;5478;MLPClassifier;;;;;;;logistic;(100, 80, 80);adaptive;500000;sgd +0.5308711528778076;0.0;0.012865066528320312;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5263157894736842;0.5263157894736842;0.0;5771;0.5517241379310345;0.5517241379310345;0.0;5691;0.9302325581395349;0.9302325581395349;0.0;3215;0.6722689075630252;0.6722689075630252;0.0;5526;MLPClassifier;;;;;;;identity;(30, 60);invscaling;500000;sgd +0.048635244369506836;0.0;0.00902700424194336;0.0;{'activation': 'relu', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5263157894736842;0.5263157894736842;0.0;5771;0.5517241379310345;0.5517241379310345;0.0;5691;0.9302325581395349;0.9302325581395349;0.0;3215;0.6722689075630252;0.6722689075630252;0.0;5526;MLPClassifier;;;;;;;relu;20;invscaling;500000;sgd +0.06771516799926758;0.0;0.00814676284790039;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.527027027027027;0.527027027027027;0.0;5769;0.5517241379310345;0.5517241379310345;0.0;5691;0.9069767441860465;0.9069767441860465;0.0;3336;0.6666666666666665;0.6666666666666665;0.0;5564;MLPClassifier;;;;;;;tanh;(30, 15);invscaling;500000;sgd +0.05598092079162598;0.0;0.0077381134033203125;0.0;{'activation': 'relu', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.527027027027027;0.527027027027027;0.0;5769;0.5517241379310345;0.5517241379310345;0.0;5691;0.9069767441860465;0.9069767441860465;0.0;3336;0.6666666666666665;0.6666666666666665;0.0;5564;MLPClassifier;;;;;;;relu;75;invscaling;500000;sgd +0.0903770923614502;0.0;0.008919000625610352;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.5303030303030303;0.5303030303030303;0.0;5767;0.5517241379310345;0.5517241379310345;0.0;5691;0.813953488372093;0.813953488372093;0.0;3937;0.6422018348623852;0.6422018348623852;0.0;5857;MLPClassifier;;;;;;;logistic;(45, 60);constant;500000;sgd +0.10542988777160645;0.0;0.008530855178833008;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5303030303030303;0.5303030303030303;0.0;5767;0.5517241379310345;0.5517241379310345;0.0;5691;0.813953488372093;0.813953488372093;0.0;3937;0.6422018348623852;0.6422018348623852;0.0;5857;MLPClassifier;;;;;;;relu;(75, 30);invscaling;500000;sgd +0.819666862487793;0.0;0.011653900146484375;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.53125;0.53125;0.0;5760;0.5517241379310345;0.5517241379310345;0.0;5691;0.7906976744186046;0.7906976744186046;0.0;4827;0.6355140186915887;0.6355140186915887;0.0;5887;MLPClassifier;;;;;;;identity;(20, 80, 20);invscaling;500000;sgd +2.819.110.870.361.320;0.0;0.011902093887329102;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.53125;0.53125;0.0;5760;0.5517241379310345;0.5517241379310345;0.0;5691;0.7906976744186046;0.7906976744186046;0.0;4827;0.6355140186915887;0.6355140186915887;0.0;5887;MLPClassifier;;;;;;;identity;(100, 80, 40);invscaling;500000;sgd +0.26740384101867676;0.0;0.008505105972290039;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.53125;0.53125;0.0;5760;0.5517241379310345;0.5517241379310345;0.0;5691;0.7906976744186046;0.7906976744186046;0.0;4827;0.6355140186915887;0.6355140186915887;0.0;5887;MLPClassifier;;;;;;;logistic;(45, 60);adaptive;500000;sgd +1.841.034.173.965.450;0.0;0.012111902236938477;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.532258064516129;0.532258064516129;0.0;5756;0.5517241379310345;0.5517241379310345;0.0;5691;0.7674418604651163;0.7674418604651163;0.0;5116;0.6285714285714286;0.6285714285714286;0.0;5912;MLPClassifier;;;;;;;identity;(40, 100, 100);invscaling;500000;sgd +0.8343751430511475;0.0;0.009975194931030273;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.532258064516129;0.532258064516129;0.0;5756;0.5517241379310345;0.5517241379310345;0.0;5691;0.7674418604651163;0.7674418604651163;0.0;5116;0.6285714285714286;0.6285714285714286;0.0;5912;MLPClassifier;;;;;;;tanh;(80, 100, 60);invscaling;500000;sgd +0.2382960319519043;0.0;0.01514887809753418;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5384615384615384;0.5384615384615384;0.0;5747;0.5517241379310345;0.5517241379310345;0.0;5691;0.6511627906976745;0.6511627906976745;0.0;5953;0.5894736842105263;0.5894736842105263;0.0;5993;MLPClassifier;;;;;;;identity;(20, 20, 80);invscaling;500000;sgd +0.6433250904083252;0.0;0.008530139923095703;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.54;0.54;0.0;5745;0.5517241379310345;0.5517241379310345;0.0;5691;0.627906976744186;0.627906976744186;0.0;5984;0.5806451612903226;0.5806451612903226;0.0;6002;MLPClassifier;;;;;;;identity;(20, 20, 40);invscaling;500000;sgd +0.7463910579681396;0.0;0.008545875549316406;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5454545454545454;0.5454545454545454;0.0;5741;0.5517241379310345;0.5517241379310345;0.0;5691;0.5581395348837209;0.5581395348837209;0.0;6034;0.5517241379310344;0.5517241379310344;0.0;6044;MLPClassifier;;;;;;;identity;(15, 30);invscaling;500000;sgd +0.23811984062194824;0.0;0.01268911361694336;0.0;{'activation': 'identity', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5555555555555556;0.5555555555555556;0.0;5726;0.5517241379310345;0.5517241379310345;0.0;5691;0.46511627906976744;0.46511627906976744;0.0;6083;0.5063291139240507;0.5063291139240507;0.0;6094;MLPClassifier;;;;;;;identity;90;invscaling;500000;sgd +0.10184597969055176;0.0;0.007717132568359375;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5625;0.5625;0.0;5713;0.5517241379310345;0.5517241379310345;0.0;5691;0.4186046511627907;0.4186046511627907;0.0;6108;0.48;0.48;0.0;6112;MLPClassifier;;;;;;;relu;(45, 45);invscaling;500000;sgd +0.3691577911376953;0.0;0.008550167083740234;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5666666666666667;0.5666666666666667;0.0;5706;0.5517241379310345;0.5517241379310345;0.0;5691;0.3953488372093023;0.3953488372093023;0.0;6116;0.46575342465753417;0.46575342465753417;0.0;6122;MLPClassifier;;;;;;;tanh;(75, 30);invscaling;500000;sgd +0.08829975128173828;0.0;0.010004281997680664;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5714285714285714;0.5714285714285714;0.0;5695;0.5517241379310345;0.5517241379310345;0.0;5691;0.37209302325581395;0.37209302325581395;0.0;6137;0.45070422535211263;0.45070422535211263;0.0;6126;MLPClassifier;;;;;;;relu;(75, 15);invscaling;500000;sgd +25.015.032.291.412.300;0.0;0.009560823440551758;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5909090909090909;0.5909090909090909;0.0;5662;0.5517241379310345;0.5517241379310345;0.0;5691;0.3023255813953488;0.3023255813953488;0.0;6167;0.39999999999999997;0.39999999999999997;0.0;6163;MLPClassifier;;;;;;;identity;(100, 40, 20);invscaling;500000;sgd +0.3755838871002197;0.0;0.009452104568481445;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6;0.6;0.0;5646;0.5517241379310345;0.5517241379310345;0.0;5691;0.27906976744186046;0.27906976744186046;0.0;6176;0.380952380952381;0.380952380952381;0.0;6175;MLPClassifier;;;;;;;tanh;(80, 60, 40);invscaling;500000;sgd +0.23048090934753418;0.0;0.00878596305847168;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6428571428571429;0.6428571428571429;0.0;5603;0.5517241379310345;0.5517241379310345;0.0;5691;0.20930232558139536;0.20930232558139536;0.0;6198;0.31578947368421056;0.31578947368421056;0.0;6199;MLPClassifier;;;;;;;tanh;(90, 45);invscaling;500000;sgd +0.49123692512512207;0.0;0.010006904602050781;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6428571428571429;0.6428571428571429;0.0;5603;0.5517241379310345;0.5517241379310345;0.0;5691;0.20930232558139536;0.20930232558139536;0.0;6198;0.31578947368421056;0.31578947368421056;0.0;6199;MLPClassifier;;;;;;;tanh;(60, 100, 40);invscaling;500000;sgd +0.22286105155944824;0.0;0.008120059967041016;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6666666666666666;0.6666666666666666;0.0;5568;0.5517241379310345;0.5517241379310345;0.0;5691;0.18604651162790697;0.18604651162790697;0.0;6213;0.2909090909090909;0.2909090909090909;0.0;6208;MLPClassifier;;;;;;;tanh;(30, 60);invscaling;500000;sgd +2.180.406.093.597.410;0.0;0.01704692840576172;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.7;0.7;0.0;5308;0.5517241379310345;0.5517241379310345;0.0;5691;0.16279069767441862;0.16279069767441862;0.0;6222;0.2641509433962264;0.2641509433962264;0.0;6220;MLPClassifier;;;;;;;identity;(40, 80, 100);invscaling;500000;sgd +0.8757350444793701;0.0;0.009945869445800781;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.75;0.75;0.0;2954;0.5517241379310345;0.5517241379310345;0.0;5691;0.13953488372093023;0.13953488372093023;0.0;6227;0.2352941176470588;0.2352941176470588;0.0;6226;MLPClassifier;;;;;;;tanh;(100, 80, 20);invscaling;500000;sgd +0.08770489692687988;0.0;0.008903980255126953;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.75;0.75;0.0;2954;0.5517241379310345;0.5517241379310345;0.0;5691;0.13953488372093023;0.13953488372093023;0.0;6227;0.2352941176470588;0.2352941176470588;0.0;6226;MLPClassifier;;;;;;;relu;(20, 80, 20);invscaling;500000;sgd +0.12300276756286621;0.0;0.009328126907348633;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.8333333333333334;0.8333333333333334;0.0;188;0.5517241379310345;0.5517241379310345;0.0;5691;0.11627906976744186;0.11627906976744186;0.0;6235;0.20408163265306123;0.20408163265306123;0.0;6233;MLPClassifier;;;;;;;relu;(100, 60, 20);invscaling;500000;sgd +0.19651103019714355;0.0;0.008624792098999023;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};1.0;1.0;0.0;1;0.5517241379310345;0.5517241379310345;0.0;5691;0.09302325581395349;0.09302325581395349;0.0;6241;0.1702127659574468;0.1702127659574468;0.0;6241;MLPClassifier;;;;;;;logistic;(60, 30);constant;500000;sgd +0.061533212661743164;0.0;0.009660959243774414;0.0;{'activation': 'relu', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5180722891566265;0.5180722891566265;0.0;5790;0.5402298850574713;0.5402298850574713;0.0;5724;1.0;1.0;0.0;1;0.6825396825396826;0.6825396825396826;0.0;5480;MLPClassifier;;;;;;;relu;90;invscaling;500000;sgd +15.223.276.615.142.800;0.0;0.010792255401611328;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5189873417721519;0.5189873417721519;0.0;5787;0.5402298850574713;0.5402298850574713;0.0;5724;0.9534883720930233;0.9534883720930233;0.0;2739;0.6721311475409836;0.6721311475409836;0.0;5528;MLPClassifier;;;;;;;identity;(60, 80, 20);invscaling;500000;sgd +0.36441493034362793;0.0;0.0072901248931884766;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.5189873417721519;0.5189873417721519;0.0;5787;0.5402298850574713;0.5402298850574713;0.0;5724;0.9534883720930233;0.9534883720930233;0.0;2739;0.6721311475409836;0.6721311475409836;0.0;5528;MLPClassifier;;;;;;;logistic;(75, 45);adaptive;500000;sgd +0.4687049388885498;0.0;0.015433073043823242;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5194805194805194;0.5194805194805194;0.0;5785;0.5402298850574713;0.5402298850574713;0.0;5724;0.9302325581395349;0.9302325581395349;0.0;3215;0.6666666666666666;0.6666666666666666;0.0;5544;MLPClassifier;;;;;;;tanh;(80, 100, 20);invscaling;500000;sgd +14.720.940.589.904.700;0.0;0.00938868522644043;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5205479452054794;0.5205479452054794;0.0;5783;0.5402298850574713;0.5402298850574713;0.0;5724;0.8837209302325582;0.8837209302325582;0.0;3367;0.6551724137931034;0.6551724137931034;0.0;5826;MLPClassifier;;;;;;;identity;(20, 20, 60);invscaling;500000;sgd +0.4065380096435547;0.0;0.008757829666137695;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5205479452054794;0.5205479452054794;0.0;5783;0.5402298850574713;0.5402298850574713;0.0;5724;0.8837209302325582;0.8837209302325582;0.0;3367;0.6551724137931034;0.6551724137931034;0.0;5826;MLPClassifier;;;;;;;tanh;(40, 60, 60);invscaling;500000;sgd +0.6088659763336182;0.0;0.009187698364257812;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5211267605633803;0.5211267605633803;0.0;5781;0.5402298850574713;0.5402298850574713;0.0;5724;0.8604651162790697;0.8604651162790697;0.0;3618;0.6491228070175438;0.6491228070175438;0.0;5844;MLPClassifier;;;;;;;tanh;(75, 75);invscaling;500000;sgd +1.671.186.923.980.710;0.0;0.01247096061706543;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5254237288135594;0.5254237288135594;0.0;5774;0.5402298850574713;0.5402298850574713;0.0;5724;0.7209302325581395;0.7209302325581395;0.0;5439;0.607843137254902;0.607843137254902;0.0;5961;MLPClassifier;;;;;;;identity;(80, 60, 20);invscaling;500000;sgd +0.49841880798339844;0.0;0.00932002067565918;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5263157894736842;0.5263157894736842;0.0;5771;0.5402298850574713;0.5402298850574713;0.0;5724;0.6976744186046512;0.6976744186046512;0.0;5651;0.6;0.6;0.0;5972;MLPClassifier;;;;;;;tanh;(20, 80, 100);invscaling;500000;sgd +0.8126771450042725;0.0;0.009627819061279297;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5319148936170213;0.5319148936170213;0.0;5758;0.5402298850574713;0.5402298850574713;0.0;5724;0.5813953488372093;0.5813953488372093;0.0;6016;0.5555555555555555;0.5555555555555555;0.0;6039;MLPClassifier;;;;;;;tanh;(80, 100, 40);invscaling;500000;sgd +0.04429197311401367;0.0;0.00717473030090332;0.0;{'activation': 'relu', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5319148936170213;0.5319148936170213;0.0;5758;0.5402298850574713;0.5402298850574713;0.0;5724;0.5813953488372093;0.5813953488372093;0.0;6016;0.5555555555555555;0.5555555555555555;0.0;6039;MLPClassifier;;;;;;;relu;35;invscaling;500000;sgd +0.6241369247436523;0.0;0.012437105178833008;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5333333333333333;0.5333333333333333;0.0;5752;0.5402298850574713;0.5402298850574713;0.0;5724;0.5581395348837209;0.5581395348837209;0.0;6034;0.5454545454545454;0.5454545454545454;0.0;6055;MLPClassifier;;;;;;;identity;(60, 20, 80);invscaling;500000;sgd +0.860670804977417;0.0;0.010584115982055664;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5333333333333333;0.5333333333333333;0.0;5752;0.5402298850574713;0.5402298850574713;0.0;5724;0.5581395348837209;0.5581395348837209;0.0;6034;0.5454545454545454;0.5454545454545454;0.0;6055;MLPClassifier;;;;;;;identity;(60, 40, 40);invscaling;500000;sgd +21.740.529.537.200.900;0.0;0.012114763259887695;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5365853658536586;0.5365853658536586;0.0;5751;0.5402298850574713;0.5402298850574713;0.0;5724;0.5116279069767442;0.5116279069767442;0.0;6058;0.5238095238095238;0.5238095238095238;0.0;6079;MLPClassifier;;;;;;;identity;(20, 100, 100);invscaling;500000;sgd +0.0699610710144043;0.0;0.007561922073364258;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5555555555555556;0.5555555555555556;0.0;5726;0.5402298850574713;0.5402298850574713;0.0;5724;0.3488372093023256;0.3488372093023256;0.0;6145;0.4285714285714286;0.4285714285714286;0.0;6141;MLPClassifier;;;;;;;tanh;(15, 45);invscaling;500000;sgd +0.7848629951477051;0.0;0.010653257369995117;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.56;0.56;0.0;5718;0.5402298850574713;0.5402298850574713;0.0;5724;0.32558139534883723;0.32558139534883723;0.0;6155;0.411764705882353;0.411764705882353;0.0;6149;MLPClassifier;;;;;;;identity;(40, 80, 20);invscaling;500000;sgd +0.30941176414489746;0.0;0.01036214828491211;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5652173913043478;0.5652173913043478;0.0;5711;0.5402298850574713;0.5402298850574713;0.0;5724;0.3023255813953488;0.3023255813953488;0.0;6167;0.39393939393939387;0.39393939393939387;0.0;6166;MLPClassifier;;;;;;;relu;(100, 100, 60);invscaling;500000;sgd +0.16902995109558105;0.0;0.011632204055786133;0.0;{'activation': 'identity', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5789473684210527;0.5789473684210527;0.0;5681;0.5402298850574713;0.5402298850574713;0.0;5724;0.2558139534883721;0.2558139534883721;0.0;6186;0.3548387096774194;0.3548387096774194;0.0;6183;MLPClassifier;;;;;;;identity;70;invscaling;500000;sgd +0.944547176361084;0.0;0.014533042907714844;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6;0.6;0.0;5646;0.5402298850574713;0.5402298850574713;0.0;5724;0.20930232558139536;0.20930232558139536;0.0;6198;0.3103448275862069;0.3103448275862069;0.0;6202;MLPClassifier;;;;;;;identity;(80, 40, 20);invscaling;500000;sgd +0.09642505645751953;0.0;0.008695125579833984;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6666666666666666;0.6666666666666666;0.0;5568;0.5402298850574713;0.5402298850574713;0.0;5724;0.13953488372093023;0.13953488372093023;0.0;6227;0.23076923076923078;0.23076923076923078;0.0;6229;MLPClassifier;;;;;;;relu;(20, 20, 20);invscaling;500000;sgd +0.2140970230102539;0.0;0.009865999221801758;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.8;0.8;0.0;1178;0.5402298850574713;0.5402298850574713;0.0;5724;0.09302325581395349;0.09302325581395349;0.0;6241;0.16666666666666666;0.16666666666666666;0.0;6242;MLPClassifier;;;;;;;relu;(100, 100, 20);invscaling;500000;sgd +0.05279803276062012;0.0;0.009473085403442383;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};1.0;1.0;0.0;1;0.5402298850574713;0.5402298850574713;0.0;5724;0.06976744186046512;0.06976744186046512;0.0;6251;0.13043478260869565;0.13043478260869565;0.0;6251;MLPClassifier;;;;;;;logistic;(80, 20, 20);invscaling;500000;sgd +0.2953662872314453;0.0;0.009996652603149414;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};1.0;1.0;0.0;1;0.5402298850574713;0.5402298850574713;0.0;5724;0.06976744186046512;0.06976744186046512;0.0;6251;0.13043478260869565;0.13043478260869565;0.0;6251;MLPClassifier;;;;;;;relu;(80, 100, 40);invscaling;500000;sgd +0.34927797317504883;0.0;0.014126062393188477;0.0;{'activation': 'identity', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5119047619047619;0.5119047619047619;0.0;5799;0.5287356321839081;0.5287356321839081;0.0;5747;1.0;1.0;0.0;1;0.6771653543307087;0.6771653543307087;0.0;5499;MLPClassifier;;;;;;;identity;(90, 15);invscaling;500000;sgd +0.2243518829345703;0.0;0.008327245712280273;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5119047619047619;0.5119047619047619;0.0;5799;0.5287356321839081;0.5287356321839081;0.0;5747;1.0;1.0;0.0;1;0.6771653543307087;0.6771653543307087;0.0;5499;MLPClassifier;;;;;;;tanh;(20, 60, 20);invscaling;500000;sgd +0.15790891647338867;0.0;0.009827136993408203;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5119047619047619;0.5119047619047619;0.0;5799;0.5287356321839081;0.5287356321839081;0.0;5747;1.0;1.0;0.0;1;0.6771653543307087;0.6771653543307087;0.0;5499;MLPClassifier;;;;;;;relu;(80, 100, 60);invscaling;500000;sgd +0.5069010257720947;0.0;0.011155843734741211;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.5121951219512195;0.5121951219512195;0.0;5795;0.5287356321839081;0.5287356321839081;0.0;5747;0.9767441860465116;0.9767441860465116;0.0;1284;0.672;0.672;0.0;5530;MLPClassifier;;;;;;;logistic;(90, 90);adaptive;500000;sgd +0.2908151149749756;0.0;0.009480953216552734;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5121951219512195;0.5121951219512195;0.0;5795;0.5287356321839081;0.5287356321839081;0.0;5747;0.9767441860465116;0.9767441860465116;0.0;1284;0.672;0.672;0.0;5530;MLPClassifier;;;;;;;tanh;(60, 60);invscaling;500000;sgd +0.11820006370544434;0.0;0.010143041610717773;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5121951219512195;0.5121951219512195;0.0;5795;0.5287356321839081;0.5287356321839081;0.0;5747;0.9767441860465116;0.9767441860465116;0.0;1284;0.672;0.672;0.0;5530;MLPClassifier;;;;;;;relu;(60, 60, 40);invscaling;500000;sgd +0.22152113914489746;0.0;0.009891748428344727;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5121951219512195;0.5121951219512195;0.0;5795;0.5287356321839081;0.5287356321839081;0.0;5747;0.9767441860465116;0.9767441860465116;0.0;1284;0.672;0.672;0.0;5530;MLPClassifier;;;;;;;relu;(100, 80, 100);invscaling;500000;sgd +0.2832529544830322;0.0;0.009683847427368164;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5142857142857142;0.5142857142857142;0.0;5794;0.5287356321839081;0.5287356321839081;0.0;5747;0.8372093023255814;0.8372093023255814;0.0;3657;0.6371681415929202;0.6371681415929202;0.0;5885;MLPClassifier;;;;;;;relu;(60, 100, 100);invscaling;500000;sgd +0.1936500072479248;0.0;0.008388042449951172;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.515625;0.515625;0.0;5791;0.5287356321839081;0.5287356321839081;0.0;5747;0.7674418604651163;0.7674418604651163;0.0;5116;0.616822429906542;0.616822429906542;0.0;5938;MLPClassifier;;;;;;;tanh;(40, 20, 80);invscaling;500000;sgd +0.11194109916687012;0.0;0.00791621208190918;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.515625;0.515625;0.0;5791;0.5287356321839081;0.5287356321839081;0.0;5747;0.7674418604651163;0.7674418604651163;0.0;5116;0.616822429906542;0.616822429906542;0.0;5938;MLPClassifier;;;;;;;relu;(45, 60);invscaling;500000;sgd +0.6253280639648438;0.0;0.010226964950561523;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5192307692307693;0.5192307692307693;0.0;5786;0.5287356321839081;0.5287356321839081;0.0;5747;0.627906976744186;0.627906976744186;0.0;5984;0.5684210526315789;0.5684210526315789;0.0;6017;MLPClassifier;;;;;;;tanh;(100, 60, 80);invscaling;500000;sgd +0.19415807723999023;0.0;0.010849714279174805;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5208333333333334;0.5208333333333334;0.0;5782;0.5287356321839081;0.5287356321839081;0.0;5747;0.5813953488372093;0.5813953488372093;0.0;6016;0.5494505494505495;0.5494505494505495;0.0;6049;MLPClassifier;;;;;;;relu;(90, 90);invscaling;500000;sgd +14.056.289.196.014.400;0.0;0.00979304313659668;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5227272727272727;0.5227272727272727;0.0;5780;0.5287356321839081;0.5287356321839081;0.0;5747;0.5348837209302325;0.5348837209302325;0.0;6048;0.5287356321839081;0.5287356321839081;0.0;6075;MLPClassifier;;;;;;;identity;(40, 100, 20);invscaling;500000;sgd +15.552.372.932.434.000;0.0;0.013692855834960938;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.53125;0.53125;0.0;5760;0.5287356321839081;0.5287356321839081;0.0;5747;0.3953488372093023;0.3953488372093023;0.0;6116;0.45333333333333325;0.45333333333333325;0.0;6125;MLPClassifier;;;;;;;identity;(60, 80, 80);invscaling;500000;sgd +0.1555614471435547;0.0;0.010806560516357422;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5625;0.5625;0.0;5713;0.5287356321839081;0.5287356321839081;0.0;5747;0.20930232558139536;0.20930232558139536;0.0;6198;0.30508474576271183;0.30508474576271183;0.0;6204;MLPClassifier;;;;;;;identity;(30, 45);invscaling;500000;sgd +0.5470950603485107;0.0;0.009533166885375977;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.5714285714285714;0.5714285714285714;0.0;5695;0.5287356321839081;0.5287356321839081;0.0;5747;0.18604651162790697;0.18604651162790697;0.0;6213;0.2807017543859649;0.2807017543859649;0.0;6214;MLPClassifier;;;;;;;logistic;(60, 80, 60);adaptive;500000;sgd +0.08312821388244629;0.0;0.00857090950012207;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5714285714285714;0.5714285714285714;0.0;5695;0.5287356321839081;0.5287356321839081;0.0;5747;0.18604651162790697;0.18604651162790697;0.0;6213;0.2807017543859649;0.2807017543859649;0.0;6214;MLPClassifier;;;;;;;relu;(40, 40, 60);invscaling;500000;sgd +0.07572698593139648;0.0;0.0075359344482421875;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5833333333333334;0.5833333333333334;0.0;5670;0.5287356321839081;0.5287356321839081;0.0;5747;0.16279069767441862;0.16279069767441862;0.0;6222;0.2545454545454546;0.2545454545454546;0.0;6221;MLPClassifier;;;;;;;relu;(15, 30);invscaling;500000;sgd +0.616710901260376;0.0;0.011420249938964844;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6666666666666666;0.6666666666666666;0.0;5568;0.5287356321839081;0.5287356321839081;0.0;5747;0.09302325581395349;0.09302325581395349;0.0;6241;0.16326530612244897;0.16326530612244897;0.0;6243;MLPClassifier;;;;;;;identity;(45, 45);invscaling;500000;sgd +0.16731905937194824;0.0;0.009198188781738281;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6666666666666666;0.6666666666666666;0.0;5568;0.5287356321839081;0.5287356321839081;0.0;5747;0.09302325581395349;0.09302325581395349;0.0;6241;0.16326530612244897;0.16326530612244897;0.0;6243;MLPClassifier;;;;;;;relu;(100, 40, 20);invscaling;500000;sgd +0.17423677444458008;0.0;0.010012388229370117;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.75;0.75;0.0;2954;0.5287356321839081;0.5287356321839081;0.0;5747;0.06976744186046512;0.06976744186046512;0.0;6251;0.1276595744680851;0.1276595744680851;0.0;6253;MLPClassifier;;;;;;;logistic;(20, 100, 80);constant;500000;sgd +0.77754807472229;0.0;0.015043020248413086;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.75;0.75;0.0;2954;0.5287356321839081;0.5287356321839081;0.0;5747;0.06976744186046512;0.06976744186046512;0.0;6251;0.1276595744680851;0.1276595744680851;0.0;6253;MLPClassifier;;;;;;;logistic;(100, 80, 60);adaptive;500000;sgd +0.18987607955932617;0.0;0.009439229965209961;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.75;0.75;0.0;2954;0.5287356321839081;0.5287356321839081;0.0;5747;0.06976744186046512;0.06976744186046512;0.0;6251;0.1276595744680851;0.1276595744680851;0.0;6253;MLPClassifier;;;;;;;tanh;(100, 20, 20);invscaling;500000;sgd +0.0427401065826416;0.0;0.009555816650390625;0.0;{'activation': 'relu', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.75;0.75;0.0;2954;0.5287356321839081;0.5287356321839081;0.0;5747;0.06976744186046512;0.06976744186046512;0.0;6251;0.1276595744680851;0.1276595744680851;0.0;6253;MLPClassifier;;;;;;;relu;5;invscaling;500000;sgd +0.0947871208190918;0.0;0.008532047271728516;0.0;{'activation': 'relu', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.75;0.75;0.0;2954;0.5287356321839081;0.5287356321839081;0.0;5747;0.06976744186046512;0.06976744186046512;0.0;6251;0.1276595744680851;0.1276595744680851;0.0;6253;MLPClassifier;;;;;;;relu;10;invscaling;500000;sgd +0.033383846282958984;0.0;0.009038209915161133;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};1.0;1.0;0.0;1;0.5287356321839081;0.5287356321839081;0.0;5747;0.046511627906976744;0.046511627906976744;0.0;6266;0.08888888888888888;0.08888888888888888;0.0;6266;MLPClassifier;;;;;;;logistic;5;invscaling;500000;sgd +0.035981178283691406;0.0;0.00934290885925293;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};1.0;1.0;0.0;1;0.5287356321839081;0.5287356321839081;0.0;5747;0.046511627906976744;0.046511627906976744;0.0;6266;0.08888888888888888;0.08888888888888888;0.0;6266;MLPClassifier;;;;;;;logistic;25;invscaling;500000;sgd +0.3527860641479492;0.0;0.009385108947753906;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};1.0;1.0;0.0;1;0.5287356321839081;0.5287356321839081;0.0;5747;0.046511627906976744;0.046511627906976744;0.0;6266;0.08888888888888888;0.08888888888888888;0.0;6266;MLPClassifier;;;;;;;logistic;(90, 15);constant;500000;sgd +0.14946603775024414;0.0;0.010976076126098633;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};1.0;1.0;0.0;1;0.5287356321839081;0.5287356321839081;0.0;5747;0.046511627906976744;0.046511627906976744;0.0;6266;0.08888888888888888;0.08888888888888888;0.0;6266;MLPClassifier;;;;;;;logistic;(90, 30);constant;500000;sgd +0.5187869071960449;0.0;0.011936187744140625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};1.0;1.0;0.0;1;0.5287356321839081;0.5287356321839081;0.0;5747;0.046511627906976744;0.046511627906976744;0.0;6266;0.08888888888888888;0.08888888888888888;0.0;6266;MLPClassifier;;;;;;;logistic;(80, 40, 100);adaptive;500000;sgd +0.49548983573913574;0.0;0.010162115097045898;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};1.0;1.0;0.0;1;0.5287356321839081;0.5287356321839081;0.0;5747;0.046511627906976744;0.046511627906976744;0.0;6266;0.08888888888888888;0.08888888888888888;0.0;6266;MLPClassifier;;;;;;;tanh;(75, 60);invscaling;500000;sgd +0.13443994522094727;0.0;0.012423992156982422;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};1.0;1.0;0.0;1;0.5287356321839081;0.5287356321839081;0.0;5747;0.046511627906976744;0.046511627906976744;0.0;6266;0.08888888888888888;0.08888888888888888;0.0;6266;MLPClassifier;;;;;;;relu;(30, 75);invscaling;500000;sgd +0.20588898658752441;0.0;0.009519815444946289;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};1.0;1.0;0.0;1;0.5287356321839081;0.5287356321839081;0.0;5747;0.046511627906976744;0.046511627906976744;0.0;6266;0.08888888888888888;0.08888888888888888;0.0;6266;MLPClassifier;;;;;;;relu;(90, 15);invscaling;500000;sgd +0.6621050834655762;0.0;0.011491060256958008;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5058823529411764;0.5058823529411764;0.0;5812;0.5172413793103449;0.5172413793103449;0.0;5780;1.0;1.0;0.0;1;0.671875;0.671875;0.0;5534;MLPClassifier;;;;;;;identity;(100, 20, 80);invscaling;500000;sgd +0.031115055084228516;0.0;0.007851839065551758;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5058823529411764;0.5058823529411764;0.0;5812;0.5172413793103449;0.5172413793103449;0.0;5780;1.0;1.0;0.0;1;0.671875;0.671875;0.0;5534;MLPClassifier;;;;;;;logistic;70;invscaling;500000;sgd +0.1310439109802246;0.0;0.009095907211303711;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.5058823529411764;0.5058823529411764;0.0;5812;0.5172413793103449;0.5172413793103449;0.0;5780;1.0;1.0;0.0;1;0.671875;0.671875;0.0;5534;MLPClassifier;;;;;;;logistic;(60, 90);constant;500000;sgd +0.08749008178710938;0.0;0.008141040802001953;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5058823529411764;0.5058823529411764;0.0;5812;0.5172413793103449;0.5172413793103449;0.0;5780;1.0;1.0;0.0;1;0.671875;0.671875;0.0;5534;MLPClassifier;;;;;;;relu;(60, 75);invscaling;500000;sgd +0.05170583724975586;0.0;0.007840871810913086;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5058823529411764;0.5058823529411764;0.0;5812;0.5172413793103449;0.5172413793103449;0.0;5780;1.0;1.0;0.0;1;0.671875;0.671875;0.0;5534;MLPClassifier;;;;;;;relu;(20, 20, 60);invscaling;500000;sgd +0.13798999786376953;0.0;0.011425971984863281;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5058823529411764;0.5058823529411764;0.0;5812;0.5172413793103449;0.5172413793103449;0.0;5780;1.0;1.0;0.0;1;0.671875;0.671875;0.0;5534;MLPClassifier;;;;;;;relu;(20, 100, 60);invscaling;500000;sgd +0.07906627655029297;0.0;0.013193845748901367;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.5060240963855421;0.5060240963855421;0.0;5811;0.5172413793103449;0.5172413793103449;0.0;5780;0.9767441860465116;0.9767441860465116;0.0;1284;0.6666666666666666;0.6666666666666666;0.0;5544;MLPClassifier;;;;;;;logistic;(90, 75);constant;500000;sgd +0.37703394889831543;0.0;0.011243104934692383;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.5061728395061729;0.5061728395061729;0.0;5810;0.5172413793103449;0.5172413793103449;0.0;5780;0.9534883720930233;0.9534883720930233;0.0;2739;0.6612903225806452;0.6612903225806452;0.0;5809;MLPClassifier;;;;;;;logistic;(60, 20, 80);adaptive;500000;sgd +0.08590221405029297;0.0;0.009743928909301758;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5064935064935064;0.5064935064935064;0.0;5809;0.5172413793103449;0.5172413793103449;0.0;5780;0.9069767441860465;0.9069767441860465;0.0;3336;0.6499999999999999;0.6499999999999999;0.0;5843;MLPClassifier;;;;;;;relu;(80, 40, 40);invscaling;500000;sgd +0.7307929992675781;0.0;0.008702993392944336;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5066666666666667;0.5066666666666667;0.0;5808;0.5172413793103449;0.5172413793103449;0.0;5780;0.8837209302325582;0.8837209302325582;0.0;3367;0.6440677966101697;0.6440677966101697;0.0;5856;MLPClassifier;;;;;;;identity;(80, 20, 100);invscaling;500000;sgd +0.06324195861816406;0.0;0.007916688919067383;0.0;{'activation': 'relu', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5068493150684932;0.5068493150684932;0.0;5807;0.5172413793103449;0.5172413793103449;0.0;5780;0.8604651162790697;0.8604651162790697;0.0;3618;0.6379310344827587;0.6379310344827587;0.0;5884;MLPClassifier;;;;;;;relu;80;invscaling;500000;sgd +0.814443826675415;0.0;0.009660005569458008;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5076923076923077;0.5076923076923077;0.0;5806;0.5172413793103449;0.5172413793103449;0.0;5780;0.7674418604651163;0.7674418604651163;0.0;5116;0.611111111111111;0.611111111111111;0.0;5952;MLPClassifier;;;;;;;identity;(20, 80, 40);invscaling;500000;sgd +0.08576822280883789;0.0;0.007794857025146484;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5084745762711864;0.5084745762711864;0.0;5805;0.5172413793103449;0.5172413793103449;0.0;5780;0.6976744186046512;0.6976744186046512;0.0;5651;0.5882352941176471;0.5882352941176471;0.0;5994;MLPClassifier;;;;;;;relu;(15, 75);invscaling;500000;sgd +0.6968700885772705;0.0;0.008830070495605469;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5087719298245614;0.5087719298245614;0.0;5804;0.5172413793103449;0.5172413793103449;0.0;5780;0.6744186046511628;0.6744186046511628;0.0;5890;0.58;0.58;0.0;6003;MLPClassifier;;;;;;;tanh;(80, 20, 20);invscaling;500000;sgd +0.20909595489501953;0.0;0.0083770751953125;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5106382978723404;0.5106382978723404;0.0;5803;0.5172413793103449;0.5172413793103449;0.0;5780;0.5581395348837209;0.5581395348837209;0.0;6034;0.5333333333333333;0.5333333333333333;0.0;6068;MLPClassifier;;;;;;;relu;(60, 60);invscaling;500000;sgd +0.8776576519012451;0.0;0.009749174118041992;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5116279069767442;0.5116279069767442;0.0;5802;0.5172413793103449;0.5172413793103449;0.0;5780;0.5116279069767442;0.5116279069767442;0.0;6058;0.5116279069767442;0.5116279069767442;0.0;6090;MLPClassifier;;;;;;;tanh;(80, 80, 80);invscaling;500000;sgd +0.09880900382995605;0.0;0.007854938507080078;0.0;{'activation': 'relu', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5151515151515151;0.5151515151515151;0.0;5793;0.5172413793103449;0.5172413793103449;0.0;5780;0.3953488372093023;0.3953488372093023;0.0;6116;0.4473684210526315;0.4473684210526315;0.0;6127;MLPClassifier;;;;;;;relu;95;invscaling;500000;sgd +0.20815300941467285;0.0;0.010479211807250977;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5185185185185185;0.5185185185185185;0.0;5789;0.5172413793103449;0.5172413793103449;0.0;5780;0.32558139534883723;0.32558139534883723;0.0;6155;0.4;0.4;0.0;6158;MLPClassifier;;;;;;;relu;(75, 90);invscaling;500000;sgd +2.370.412.826.538.080;0.0;0.010299205780029297;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5333333333333333;0.5333333333333333;0.0;5752;0.5172413793103449;0.5172413793103449;0.0;5780;0.18604651162790697;0.18604651162790697;0.0;6213;0.27586206896551724;0.27586206896551724;0.0;6216;MLPClassifier;;;;;;;identity;(40, 100, 60);invscaling;500000;sgd +0.154036283493042;0.0;0.009369850158691406;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5333333333333333;0.5333333333333333;0.0;5752;0.5172413793103449;0.5172413793103449;0.0;5780;0.18604651162790697;0.18604651162790697;0.0;6213;0.27586206896551724;0.27586206896551724;0.0;6216;MLPClassifier;;;;;;;relu;(80, 60, 100);invscaling;500000;sgd +1.383.626.937.866.210;0.0;0.014086008071899414;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5384615384615384;0.5384615384615384;0.0;5747;0.5172413793103449;0.5172413793103449;0.0;5780;0.16279069767441862;0.16279069767441862;0.0;6222;0.25000000000000006;0.25000000000000006;0.0;6222;MLPClassifier;;;;;;;identity;(80, 40, 60);invscaling;500000;sgd +0.1254260540008545;0.0;0.008730173110961914;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5454545454545454;0.5454545454545454;0.0;5741;0.5172413793103449;0.5172413793103449;0.0;5780;0.13953488372093023;0.13953488372093023;0.0;6227;0.22222222222222218;0.22222222222222218;0.0;6230;MLPClassifier;;;;;;;relu;(40, 60, 60);invscaling;500000;sgd +0.2002730369567871;0.0;0.009654045104980469;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5454545454545454;0.5454545454545454;0.0;5741;0.5172413793103449;0.5172413793103449;0.0;5780;0.13953488372093023;0.13953488372093023;0.0;6227;0.22222222222222218;0.22222222222222218;0.0;6230;MLPClassifier;;;;;;;relu;(80, 60, 40);invscaling;500000;sgd +12.053.899.765.014.600;0.0;0.00983119010925293;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5555555555555556;0.5555555555555556;0.0;5726;0.5172413793103449;0.5172413793103449;0.0;5780;0.11627906976744186;0.11627906976744186;0.0;6235;0.19230769230769232;0.19230769230769232;0.0;6236;MLPClassifier;;;;;;;identity;(60, 40, 20);invscaling;500000;sgd +0.2962040901184082;0.0;0.008387088775634766;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5555555555555556;0.5555555555555556;0.0;5726;0.5172413793103449;0.5172413793103449;0.0;5780;0.11627906976744186;0.11627906976744186;0.0;6235;0.19230769230769232;0.19230769230769232;0.0;6236;MLPClassifier;;;;;;;tanh;(40, 40, 60);invscaling;500000;sgd +0.28720617294311523;0.0;0.010237932205200195;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5714285714285714;0.5714285714285714;0.0;5695;0.5172413793103449;0.5172413793103449;0.0;5780;0.09302325581395349;0.09302325581395349;0.0;6241;0.16;0.16;0.0;6245;MLPClassifier;;;;;;;relu;(100, 80, 80);invscaling;500000;sgd +0.10844993591308594;0.0;0.008144855499267578;0.0;{'activation': 'relu', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6;0.6;0.0;5646;0.5172413793103449;0.5172413793103449;0.0;5780;0.06976744186046512;0.06976744186046512;0.0;6251;0.125;0.125;0.0;6258;MLPClassifier;;;;;;;relu;45;invscaling;500000;sgd +0.14586710929870605;0.0;0.008512020111083984;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6;0.6;0.0;5646;0.5172413793103449;0.5172413793103449;0.0;5780;0.06976744186046512;0.06976744186046512;0.0;6251;0.125;0.125;0.0;6258;MLPClassifier;;;;;;;relu;(20, 60, 60);invscaling;500000;sgd +0.2185049057006836;0.0;0.010168075561523438;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6;0.6;0.0;5646;0.5172413793103449;0.5172413793103449;0.0;5780;0.06976744186046512;0.06976744186046512;0.0;6251;0.125;0.125;0.0;6258;MLPClassifier;;;;;;;relu;(60, 80, 80);invscaling;500000;sgd +1.147.665.023.803.710;0.0;0.008550882339477539;0.0;{'activation': 'identity', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6666666666666666;0.6666666666666666;0.0;5568;0.5172413793103449;0.5172413793103449;0.0;5780;0.046511627906976744;0.046511627906976744;0.0;6266;0.08695652173913045;0.08695652173913045;0.0;6274;MLPClassifier;;;;;;;identity;(40, 20, 80);invscaling;500000;sgd +0.4360649585723877;0.0;0.014110088348388672;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.6666666666666666;0.6666666666666666;0.0;5568;0.5172413793103449;0.5172413793103449;0.0;5780;0.046511627906976744;0.046511627906976744;0.0;6266;0.08695652173913045;0.08695652173913045;0.0;6274;MLPClassifier;;;;;;;logistic;(60, 40, 40);adaptive;500000;sgd +0.24289989471435547;0.0;0.008675098419189453;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6666666666666666;0.6666666666666666;0.0;5568;0.5172413793103449;0.5172413793103449;0.0;5780;0.046511627906976744;0.046511627906976744;0.0;6266;0.08695652173913045;0.08695652173913045;0.0;6274;MLPClassifier;;;;;;;tanh;(40, 60, 40);invscaling;500000;sgd +0.8717200756072998;0.0;0.009371042251586914;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6666666666666666;0.6666666666666666;0.0;5568;0.5172413793103449;0.5172413793103449;0.0;5780;0.046511627906976744;0.046511627906976744;0.0;6266;0.08695652173913045;0.08695652173913045;0.0;6274;MLPClassifier;;;;;;;tanh;(100, 100, 40);invscaling;500000;sgd +0.2313997745513916;0.0;0.009835004806518555;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.6666666666666666;0.6666666666666666;0.0;5568;0.5172413793103449;0.5172413793103449;0.0;5780;0.046511627906976744;0.046511627906976744;0.0;6266;0.08695652173913045;0.08695652173913045;0.0;6274;MLPClassifier;;;;;;;relu;(80, 100, 20);invscaling;500000;sgd +0.30739593505859375;0.0;0.010128974914550781;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};1.0;1.0;0.0;1;0.5172413793103449;0.5172413793103449;0.0;5780;0.023255813953488372;0.023255813953488372;0.0;6284;0.04545454545454545;0.04545454545454545;0.0;6284;MLPClassifier;;;;;;;logistic;(45, 15);constant;500000;sgd +0.15958881378173828;0.0;0.010994195938110352;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};1.0;1.0;0.0;1;0.5172413793103449;0.5172413793103449;0.0;5780;0.023255813953488372;0.023255813953488372;0.0;6284;0.04545454545454545;0.04545454545454545;0.0;6284;MLPClassifier;;;;;;;relu;(60, 20, 80);invscaling;500000;sgd +0.4374709129333496;0.0;0.00968027114868164;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};1.0;1.0;0.0;1;0.5172413793103449;0.5172413793103449;0.0;5780;0.023255813953488372;0.023255813953488372;0.0;6284;0.04545454545454545;0.04545454545454545;0.0;6284;MLPClassifier;;;;;;;relu;(80, 100, 100);invscaling;500000;sgd +0.27172112464904785;0.0;0.009644031524658203;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};1.0;1.0;0.0;1;0.5172413793103449;0.5172413793103449;0.0;5780;0.023255813953488372;0.023255813953488372;0.0;6284;0.04545454545454545;0.04545454545454545;0.0;6284;MLPClassifier;;;;;;;relu;(100, 60, 100);invscaling;500000;sgd +0.08344864845275879;0.0;0.007808208465576172;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;1.0;1.0;0.0;1;0.6666666666666666;0.6666666666666666;0.0;5544;MLPClassifier;;;;;;;logistic;(15, 45);constant;500000;sgd +0.052926063537597656;0.0;0.008127927780151367;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;1.0;1.0;0.0;1;0.6666666666666666;0.6666666666666666;0.0;5544;MLPClassifier;;;;;;;logistic;(30, 75);invscaling;500000;sgd +0.36919593811035156;0.0;0.009121179580688477;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;1.0;1.0;0.0;1;0.6666666666666666;0.6666666666666666;0.0;5544;MLPClassifier;;;;;;;logistic;(60, 75);adaptive;500000;sgd +0.19699597358703613;0.0;0.008697032928466797;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;1.0;1.0;0.0;1;0.6666666666666666;0.6666666666666666;0.0;5544;MLPClassifier;;;;;;;logistic;(20, 60, 40);constant;500000;sgd +0.1760251522064209;0.0;0.00810384750366211;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;1.0;1.0;0.0;1;0.6666666666666666;0.6666666666666666;0.0;5544;MLPClassifier;;;;;;;tanh;(20, 20, 60);invscaling;500000;sgd +0.35559916496276855;0.0;0.008404016494750977;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;1.0;1.0;0.0;1;0.6666666666666666;0.6666666666666666;0.0;5544;MLPClassifier;;;;;;;tanh;(20, 60, 80);invscaling;500000;sgd +0.21004700660705566;0.0;0.008918046951293945;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;1.0;1.0;0.0;1;0.6666666666666666;0.6666666666666666;0.0;5544;MLPClassifier;;;;;;;tanh;(20, 80, 20);invscaling;500000;sgd +0.34615087509155273;0.0;0.009308338165283203;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;1.0;1.0;0.0;1;0.6666666666666666;0.6666666666666666;0.0;5544;MLPClassifier;;;;;;;tanh;(80, 40, 80);invscaling;500000;sgd +0.12174010276794434;0.0;0.007609128952026367;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;1.0;1.0;0.0;1;0.6666666666666666;0.6666666666666666;0.0;5544;MLPClassifier;;;;;;;relu;(15, 15);invscaling;500000;sgd +0.08378481864929199;0.0;0.008479118347167969;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;1.0;1.0;0.0;1;0.6666666666666666;0.6666666666666666;0.0;5544;MLPClassifier;;;;;;;relu;(60, 30);invscaling;500000;sgd +0.11078405380249023;0.0;0.008327007293701172;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;1.0;1.0;0.0;1;0.6666666666666666;0.6666666666666666;0.0;5544;MLPClassifier;;;;;;;relu;(20, 80, 80);invscaling;500000;sgd +0.23594093322753906;0.0;0.013339996337890625;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;1.0;1.0;0.0;1;0.6666666666666666;0.6666666666666666;0.0;5544;MLPClassifier;;;;;;;relu;(40, 100, 60);invscaling;500000;sgd +0.1381537914276123;0.0;0.008917093276977539;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;1.0;1.0;0.0;1;0.6666666666666666;0.6666666666666666;0.0;5544;MLPClassifier;;;;;;;relu;(60, 40, 20);invscaling;500000;sgd +0.1532762050628662;0.0;0.00985407829284668;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;1.0;1.0;0.0;1;0.6666666666666666;0.6666666666666666;0.0;5544;MLPClassifier;;;;;;;relu;(60, 100, 40);invscaling;500000;sgd +0.0843050479888916;0.0;0.008878231048583984;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;1.0;1.0;0.0;1;0.6666666666666666;0.6666666666666666;0.0;5544;MLPClassifier;;;;;;;relu;(80, 20, 60);invscaling;500000;sgd +0.18395519256591797;0.0;0.009759902954101562;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;1.0;1.0;0.0;1;0.6666666666666666;0.6666666666666666;0.0;5544;MLPClassifier;;;;;;;relu;(100, 80, 60);invscaling;500000;sgd +0.31375908851623535;0.0;0.008461952209472656;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;0.9534883720930233;0.9534883720930233;0.0;2739;0.656;0.656;0.0;5825;MLPClassifier;;;;;;;identity;(15, 75);invscaling;500000;sgd +0.1738588809967041;0.0;0.007045269012451172;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;0.8837209302325582;0.8837209302325582;0.0;3367;0.6386554621848739;0.6386554621848739;0.0;5883;MLPClassifier;;;;;;;tanh;(40, 40, 40);invscaling;500000;sgd +0.2392280101776123;0.0;0.009903907775878906;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;0.8604651162790697;0.8604651162790697;0.0;3618;0.6324786324786325;0.6324786324786325;0.0;5900;MLPClassifier;;;;;;;tanh;(80, 20, 40);invscaling;500000;sgd +0.10327410697937012;0.0;0.008810997009277344;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;0.8372093023255814;0.8372093023255814;0.0;3657;0.6260869565217391;0.6260869565217391;0.0;5919;MLPClassifier;;;;;;;relu;(40, 40, 20);invscaling;500000;sgd +0.260195255279541;0.0;0.009152889251708984;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;0.7674418604651163;0.7674418604651163;0.0;5116;0.6055045871559633;0.6055045871559633;0.0;5963;MLPClassifier;;;;;;;tanh;(40, 60, 100);invscaling;500000;sgd +0.2824251651763916;0.0;0.009691953659057617;0.0;{'activation': 'identity', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;0.7441860465116279;0.7441860465116279;0.0;5303;0.5981308411214953;0.5981308411214953;0.0;5976;MLPClassifier;;;;;;;identity;35;invscaling;500000;sgd +14.591.522.216.796.800;0.0;0.012733936309814453;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;0.7441860465116279;0.7441860465116279;0.0;5303;0.5981308411214953;0.5981308411214953;0.0;5976;MLPClassifier;;;;;;;identity;(60, 20, 60);invscaling;500000;sgd +0.24548697471618652;0.0;0.010422229766845703;0.0;{'activation': 'identity', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;0.7209302325581395;0.7209302325581395;0.0;5439;0.5904761904761905;0.5904761904761905;0.0;5991;MLPClassifier;;;;;;;identity;(30, 90);invscaling;500000;sgd +0.8618419170379639;0.0;0.00899195671081543;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;0.6976744186046512;0.6976744186046512;0.0;5651;0.5825242718446603;0.5825242718446603;0.0;5999;MLPClassifier;;;;;;;tanh;(60, 80, 80);invscaling;500000;sgd +0.11560487747192383;0.0;0.010046958923339844;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;0.6046511627906976;0.6046511627906976;0.0;6006;0.5473684210526316;0.5473684210526316;0.0;6053;MLPClassifier;;;;;;;relu;(40, 40, 100);invscaling;500000;sgd +0.11568999290466309;0.0;0.008926868438720703;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;0.5348837209302325;0.5348837209302325;0.0;6048;0.5168539325842696;0.5168539325842696;0.0;6084;MLPClassifier;;;;;;;relu;(20, 40, 80);invscaling;500000;sgd +0.5316438674926758;0.0;0.00964808464050293;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;0.46511627906976744;0.46511627906976744;0.0;6083;0.4819277108433735;0.4819277108433735;0.0;6111;MLPClassifier;;;;;;;tanh;(80, 60, 100);invscaling;500000;sgd +0.0955660343170166;0.0;0.007939815521240234;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;0.23255813953488372;0.23255813953488372;0.0;6194;0.31746031746031744;0.31746031746031744;0.0;6198;MLPClassifier;;;;;;;relu;(20, 20, 100);invscaling;500000;sgd +0.07674813270568848;0.0;0.009341955184936523;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;0.20930232558139536;0.20930232558139536;0.0;6198;0.29508196721311475;0.29508196721311475;0.0;6207;MLPClassifier;;;;;;;tanh;(15, 15);invscaling;500000;sgd +0.17456793785095215;0.0;0.010273933410644531;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;0.09302325581395349;0.09302325581395349;0.0;6241;0.15686274509803924;0.15686274509803924;0.0;6246;MLPClassifier;;;;;;;relu;(80, 40, 80);invscaling;500000;sgd +0.06476688385009766;0.0;0.013343095779418945;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;0.046511627906976744;0.046511627906976744;0.0;6266;0.0851063829787234;0.0851063829787234;0.0;6279;MLPClassifier;;;;;;;logistic;(60, 40, 20);constant;500000;sgd +0.17652273178100586;0.0;0.008661985397338867;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;0.046511627906976744;0.046511627906976744;0.0;6266;0.0851063829787234;0.0851063829787234;0.0;6279;MLPClassifier;;;;;;;relu;(40, 20, 100);invscaling;500000;sgd +0.03616595268249512;0.0;0.007992029190063477;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;0.023255813953488372;0.023255813953488372;0.0;6284;0.04444444444444444;0.04444444444444444;0.0;6288;MLPClassifier;;;;;;;logistic;75;invscaling;500000;sgd +0.053933143615722656;0.0;0.008016109466552734;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;0.023255813953488372;0.023255813953488372;0.0;6284;0.04444444444444444;0.04444444444444444;0.0;6288;MLPClassifier;;;;;;;logistic;80;invscaling;500000;sgd +0.05334281921386719;0.0;0.008806943893432617;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;0.023255813953488372;0.023255813953488372;0.0;6284;0.04444444444444444;0.04444444444444444;0.0;6288;MLPClassifier;;;;;;;logistic;(45, 45);constant;500000;sgd +0.440601110458374;0.0;0.00828099250793457;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.5;0.5;0.0;5818;0.5057471264367817;0.5057471264367817;0.0;5818;0.023255813953488372;0.023255813953488372;0.0;6284;0.04444444444444444;0.04444444444444444;0.0;6288;MLPClassifier;;;;;;;relu;(75, 45);invscaling;500000;sgd +0.029711246490478516;0.0;0.008620977401733398;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;15;invscaling;500000;sgd +0.057804107666015625;0.0;0.010615110397338867;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;35;invscaling;500000;sgd +0.03210783004760742;0.0;0.007481098175048828;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;40;invscaling;500000;sgd +0.19334912300109863;0.0;0.008440971374511719;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 45, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;45;invscaling;500000;sgd +0.2713887691497803;0.0;0.00910329818725586;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;60;invscaling;500000;sgd +0.050171852111816406;0.0;0.007652759552001953;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;65;invscaling;500000;sgd +0.25498294830322266;0.0;0.009968042373657227;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(15, 15);adaptive;500000;sgd +0.0576939582824707;0.0;0.007707118988037109;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(15, 30);invscaling;500000;sgd +0.03534889221191406;0.0;0.007338047027587891;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(15, 45);invscaling;500000;sgd +0.10618972778320312;0.0;0.00811910629272461;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(15, 60);invscaling;500000;sgd +0.04456019401550293;0.0;0.00955963134765625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(15, 75);invscaling;500000;sgd +0.11377811431884766;0.0;0.009104013442993164;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(15, 90);constant;500000;sgd +0.09131789207458496;0.0;0.008404254913330078;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(15, 90);invscaling;500000;sgd +0.27904701232910156;0.0;0.01623392105102539;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(15, 90);adaptive;500000;sgd +0.05868196487426758;0.0;0.010416984558105469;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(30, 15);invscaling;500000;sgd +0.2342841625213623;0.0;0.007861852645874023;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(30, 15);adaptive;500000;sgd +0.09210705757141113;0.0;0.010689973831176758;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(30, 30);invscaling;500000;sgd +0.038231849670410156;0.0;0.014079093933105469;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(30, 45);invscaling;500000;sgd +0.09210920333862305;0.0;0.007932901382446289;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(30, 60);invscaling;500000;sgd +0.06398797035217285;0.0;0.008770942687988281;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(45, 15);invscaling;500000;sgd +0.04878711700439453;0.0;0.008778810501098633;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(45, 45);invscaling;500000;sgd +0.0596010684967041;0.0;0.008147001266479492;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(45, 60);invscaling;500000;sgd +0.09065818786621094;0.0;0.009991884231567383;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(45, 90);invscaling;500000;sgd +0.3549990653991699;0.0;0.012581110000610352;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(60, 15);adaptive;500000;sgd +0.1010732650756836;0.0;0.010151863098144531;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(60, 75);invscaling;500000;sgd +0.05165982246398926;0.0;0.009550094604492188;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(75, 15);constant;500000;sgd +0.05400705337524414;0.0;0.010640859603881836;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(75, 15);invscaling;500000;sgd +0.46423888206481934;0.0;0.010650157928466797;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(75, 15);adaptive;500000;sgd +0.06058096885681152;0.0;0.010447978973388672;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(75, 45);invscaling;500000;sgd +0.14890408515930176;0.0;0.009185075759887695;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(75, 75);invscaling;500000;sgd +0.4727048873901367;0.0;0.014578104019165039;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(90, 15);adaptive;500000;sgd +0.10459709167480469;0.0;0.00933074951171875;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(90, 30);invscaling;500000;sgd +0.0915529727935791;0.0;0.01054072380065918;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(90, 45);invscaling;500000;sgd +0.06995606422424316;0.0;0.012622833251953125;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(90, 60);invscaling;500000;sgd +0.09246516227722168;0.0;0.010951042175292969;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(90, 75);invscaling;500000;sgd +0.11857795715332031;0.0;0.009371042251586914;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(90, 90);invscaling;500000;sgd +0.04476475715637207;0.0;0.010318279266357422;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 20, 20);constant;500000;sgd +0.3419771194458008;0.0;0.009049177169799805;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 20, 20);adaptive;500000;sgd +0.10640907287597656;0.0;0.0155029296875;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 20, 40);invscaling;500000;sgd +0.33269190788269043;0.0;0.01023721694946289;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 20, 40);adaptive;500000;sgd +0.07974505424499512;0.0;0.00890493392944336;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 20, 60);constant;500000;sgd +0.0749518871307373;0.0;0.010197162628173828;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 20, 60);invscaling;500000;sgd +0.15140008926391602;0.0;0.011802911758422852;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 20, 100);constant;500000;sgd +0.41013503074645996;0.0;0.008442878723144531;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 20, 100);adaptive;500000;sgd +0.26889491081237793;0.0;0.009278059005737305;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 40, 20);constant;500000;sgd +0.07415199279785156;0.0;0.010246038436889648;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 40, 40);invscaling;500000;sgd +0.0723409652709961;0.0;0.008627891540527344;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 40, 60);invscaling;500000;sgd +0.09078693389892578;0.0;0.008495092391967773;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 40, 100);adaptive;500000;adam +0.10257196426391602;0.0;0.008850812911987305;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 60, 20);invscaling;500000;sgd +0.06465721130371094;0.0;0.014976978302001953;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 60, 40);invscaling;500000;sgd +0.5310499668121338;0.0;0.008812189102172852;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 60, 80);invscaling;500000;sgd +0.4422030448913574;0.0;0.00876307487487793;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 60, 80);adaptive;500000;sgd +0.1360797882080078;0.0;0.009018898010253906;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 60, 100);invscaling;500000;sgd +0.4770948886871338;0.0;0.009769916534423828;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 60, 100);adaptive;500000;sgd +0.1000218391418457;0.0;0.008854150772094727;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 80, 20);invscaling;500000;sgd +0.27956366539001465;0.0;0.008469343185424805;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 80, 20);adaptive;500000;sgd +0.07119274139404297;0.0;0.00914311408996582;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 80, 60);invscaling;500000;sgd +0.4937589168548584;0.0;0.008867025375366211;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 80, 60);adaptive;500000;sgd +0.08107805252075195;0.0;0.00837564468383789;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'adam'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 80, 60);adaptive;500000;adam +0.17544913291931152;0.0;0.008928060531616211;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 80, 80);constant;500000;sgd +0.0725259780883789;0.0;0.008567094802856445;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 80, 80);invscaling;500000;sgd +0.508228063583374;0.0;0.009506940841674805;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 80, 80);adaptive;500000;sgd +0.09068083763122559;0.0;0.010170221328735352;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 80, 100);invscaling;500000;sgd +0.11496901512145996;0.0;0.008873939514160156;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 100, 20);invscaling;500000;sgd +0.16330432891845703;0.0;0.008488893508911133;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 100, 40);constant;500000;sgd +0.25937414169311523;0.0;0.009684085845947266;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 100, 80);invscaling;500000;sgd +0.5778529644012451;0.0;0.010239124298095703;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 100, 80);adaptive;500000;sgd +0.24516510963439941;0.0;0.01256704330444336;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 100, 100);constant;500000;sgd +0.21299409866333008;0.0;0.008620738983154297;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(40, 20, 20);constant;500000;sgd +0.08052706718444824;0.0;0.012425899505615234;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(40, 20, 20);invscaling;500000;sgd +0.3520078659057617;0.0;0.007218122482299805;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(40, 20, 20);adaptive;500000;sgd +0.1680140495300293;0.0;0.009042978286743164;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(40, 20, 40);constant;500000;sgd +0.08352303504943848;0.0;0.01157689094543457;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(40, 20, 60);invscaling;500000;sgd +0.10802102088928223;0.0;0.008373022079467773;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(40, 20, 80);invscaling;500000;sgd +0.14657378196716309;0.0;0.008769989013671875;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(40, 20, 100);constant;500000;sgd +0.14609694480895996;0.0;0.008102178573608398;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(40, 20, 100);invscaling;500000;sgd +0.29004693031311035;0.0;0.008368968963623047;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(40, 40, 20);constant;500000;sgd +0.48629188537597656;0.0;0.008788108825683594;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(40, 40, 20);adaptive;500000;sgd +0.06722617149353027;0.0;0.008319854736328125;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(40, 40, 60);invscaling;500000;sgd +0.0887298583984375;0.0;0.008500814437866211;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(40, 40, 80);invscaling;500000;sgd +0.09792160987854004;0.0;0.009034156799316406;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(40, 60, 20);invscaling;500000;sgd +0.5652549266815186;0.0;0.010090351104736328;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(40, 60, 20);adaptive;500000;sgd +0.16351890563964844;0.0;0.008450984954833984;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(40, 60, 80);invscaling;500000;sgd +0.5449321269989014;0.0;0.009102821350097656;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(40, 60, 80);adaptive;500000;sgd +0.18867874145507812;0.0;0.012900114059448242;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(40, 60, 100);constant;500000;sgd +0.22929811477661133;0.0;0.010086774826049805;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(40, 60, 100);invscaling;500000;sgd +0.3202488422393799;0.0;0.011970043182373047;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(40, 80, 20);constant;500000;sgd +0.08721113204956055;0.0;0.008440732955932617;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(40, 80, 20);invscaling;500000;sgd +0.23470592498779297;0.0;0.010360002517700195;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(40, 80, 40);constant;500000;sgd +0.13895392417907715;0.0;0.008504867553710938;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(40, 80, 60);invscaling;500000;sgd +0.23308110237121582;0.0;0.00852203369140625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(40, 80, 80);invscaling;500000;sgd +0.566633939743042;0.0;0.00869607925415039;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(40, 80, 80);adaptive;500000;sgd +0.0715951919555664;0.0;0.009474992752075195;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(40, 100, 20);invscaling;500000;sgd +0.0919489860534668;0.0;0.008622169494628906;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(40, 100, 40);invscaling;500000;sgd +0.5056309700012207;0.0;0.008984804153442383;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(40, 100, 40);adaptive;500000;sgd +0.1204531192779541;0.0;0.009485960006713867;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(40, 100, 100);invscaling;500000;sgd +0.291384220123291;0.0;0.00847172737121582;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(60, 20, 40);adaptive;500000;sgd +0.08511090278625488;0.0;0.00852203369140625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(60, 20, 60);invscaling;500000;sgd +0.059433937072753906;0.0;0.008405923843383789;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(60, 20, 100);constant;500000;sgd +0.06805038452148438;0.0;0.008458852767944336;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(60, 40, 20);invscaling;500000;sgd +0.3162508010864258;0.0;0.008809089660644531;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(60, 40, 60);adaptive;500000;sgd +0.07134008407592773;0.0;0.011480093002319336;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(60, 40, 100);invscaling;500000;sgd +0.0751183032989502;0.0;0.010201692581176758;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(60, 60, 40);invscaling;500000;sgd +0.3468029499053955;0.0;0.008590936660766602;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(60, 60, 40);adaptive;500000;sgd +0.16612768173217773;0.0;0.013367176055908203;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(60, 60, 60);invscaling;500000;sgd +0.17264389991760254;0.0;0.008950948715209961;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(60, 60, 80);constant;500000;sgd +0.183488130569458;0.0;0.01001596450805664;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(60, 60, 80);invscaling;500000;sgd +0.20012998580932617;0.0;0.008997917175292969;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(60, 60, 100);constant;500000;sgd +0.07421302795410156;0.0;0.009836912155151367;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(60, 80, 20);invscaling;500000;sgd +0.6486489772796631;0.0;0.008865118026733398;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(60, 80, 20);adaptive;500000;sgd +0.07719087600708008;0.0;0.009498119354248047;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(60, 80, 40);constant;500000;sgd +0.14949679374694824;0.0;0.009467124938964844;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(60, 80, 40);invscaling;500000;sgd +0.5040090084075928;0.0;0.011831045150756836;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(60, 80, 40);adaptive;500000;sgd +0.2208850383758545;0.0;0.009694814682006836;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(60, 80, 80);constant;500000;sgd +0.23445892333984375;0.0;0.009631872177124023;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(60, 80, 100);invscaling;500000;sgd +0.4063289165496826;0.0;0.012398004531860352;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(60, 100, 20);constant;500000;sgd +0.5785610675811768;0.0;0.008716821670532227;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(60, 100, 40);adaptive;500000;sgd +0.10987424850463867;0.0;0.009399652481079102;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(60, 100, 60);invscaling;500000;sgd +0.11450791358947754;0.0;0.010993003845214844;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(60, 100, 80);invscaling;500000;sgd +0.7630038261413574;0.0;0.011188030242919922;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(60, 100, 100);adaptive;500000;sgd +0.0638279914855957;0.0;0.009593963623046875;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 20, 20);constant;500000;sgd +0.2695891857147217;0.0;0.008738040924072266;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 20, 20);adaptive;500000;sgd +0.07462382316589355;0.0;0.010001897811889648;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 20, 40);invscaling;500000;sgd +0.11730289459228516;0.0;0.008376121520996094;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 20, 80);invscaling;500000;sgd +0.4615921974182129;0.0;0.013901948928833008;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 20, 80);adaptive;500000;sgd +0.15622925758361816;0.0;0.008836746215820312;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 20, 100);constant;500000;sgd +0.23902225494384766;0.0;0.010597705841064453;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 40, 20);constant;500000;sgd +0.06873488426208496;0.0;0.009315013885498047;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 40, 20);invscaling;500000;sgd +0.5285599231719971;0.0;0.008572101593017578;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 40, 20);adaptive;500000;sgd +0.23935484886169434;0.0;0.008899211883544922;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 40, 60);constant;500000;sgd +0.14008283615112305;0.0;0.010258197784423828;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 40, 60);invscaling;500000;sgd +0.09063029289245605;0.0;0.012448787689208984;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 40, 100);constant;500000;sgd +0.08219790458679199;0.0;0.009543180465698242;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 60, 20);constant;500000;sgd +0.07800507545471191;0.0;0.008682966232299805;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 60, 20);invscaling;500000;sgd +0.22418999671936035;0.0;0.010634899139404297;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 60, 40);constant;500000;sgd +0.13112711906433105;0.0;0.009324073791503906;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 60, 40);invscaling;500000;sgd +0.2357940673828125;0.0;0.010579824447631836;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 60, 60);invscaling;500000;sgd +0.12105894088745117;0.0;0.008949995040893555;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 60, 100);invscaling;500000;sgd +0.629676103591919;0.0;0.009465932846069336;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 60, 100);adaptive;500000;sgd +0.09288716316223145;0.0;0.009598970413208008;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 80, 20);invscaling;500000;sgd +0.30112290382385254;0.0;0.010008096694946289;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 80, 40);constant;500000;sgd +0.512580156326294;0.0;0.009654045104980469;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 80, 40);adaptive;500000;sgd +0.2403252124786377;0.0;0.010142803192138672;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 80, 80);constant;500000;sgd +0.22011995315551758;0.0;0.010460853576660156;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 80, 100);constant;500000;sgd +0.2551119327545166;0.0;0.009084939956665039;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 80, 100);invscaling;500000;sgd +0.12112998962402344;0.0;0.00981283187866211;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 100, 20);invscaling;500000;sgd +0.6353352069854736;0.0;0.013494729995727539;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 100, 20);adaptive;500000;sgd +0.10943937301635742;0.0;0.008890867233276367;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 100, 40);invscaling;500000;sgd +0.09840202331542969;0.0;0.009649038314819336;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 100, 60);constant;500000;sgd +0.11478710174560547;0.0;0.009575843811035156;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 100, 80);invscaling;500000;sgd +0.19411611557006836;0.0;0.013911962509155273;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 100, 100);invscaling;500000;sgd +0.8210859298706055;0.0;0.009815216064453125;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(80, 100, 100);adaptive;500000;sgd +0.10899209976196289;0.0;0.009002923965454102;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 20, 20);invscaling;500000;sgd +0.4373037815093994;0.0;0.009551048278808594;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 20, 20);adaptive;500000;sgd +0.1614692211151123;0.0;0.005445957183837891;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 20, 40);constant;500000;sgd +0.07974505424499512;0.0;0.009349822998046875;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 20, 40);invscaling;500000;sgd +0.4919290542602539;0.0;0.008835077285766602;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 20, 40);adaptive;500000;sgd +0.07828211784362793;0.0;0.009195804595947266;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 20, 60);invscaling;500000;sgd +0.36296868324279785;0.0;0.009217023849487305;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 20, 60);adaptive;500000;sgd +0.19703388214111328;0.0;0.008889198303222656;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 20, 80);constant;500000;sgd +0.07640194892883301;0.0;0.00905609130859375;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 20, 80);invscaling;500000;sgd +0.15411710739135742;0.0;0.01017308235168457;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 20, 100);constant;500000;sgd +0.13480305671691895;0.0;0.013467073440551758;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 40, 60);invscaling;500000;sgd +0.4341719150543213;0.0;0.008929014205932617;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 40, 60);adaptive;500000;sgd +0.23137688636779785;0.0;0.010169029235839844;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 40, 80);constant;500000;sgd +0.0983428955078125;0.0;0.012431859970092773;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 40, 100);invscaling;500000;sgd +0.3484649658203125;0.0;0.009081125259399414;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 60, 20);constant;500000;sgd +0.09740710258483887;0.0;0.00894308090209961;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 60, 20);invscaling;500000;sgd +0.12805819511413574;0.0;0.01292276382446289;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 60, 40);invscaling;500000;sgd +0.4741358757019043;0.0;0.01410818099975586;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 60, 40);adaptive;500000;sgd +0.10280084609985352;0.0;0.009558916091918945;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 60, 80);invscaling;500000;sgd +0.6525790691375732;0.0;0.010103940963745117;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 60, 80);adaptive;500000;sgd +0.2270660400390625;0.0;0.009549856185913086;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 60, 100);constant;500000;sgd +0.278048038482666;0.0;0.00943899154663086;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 60, 100);invscaling;500000;sgd +0.09390687942504883;0.0;0.009207963943481445;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 80, 20);invscaling;500000;sgd +0.6388442516326904;0.0;0.009229660034179688;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 80, 20);adaptive;500000;sgd +0.31501221656799316;0.0;0.01039886474609375;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 80, 40);constant;500000;sgd +0.13450288772583008;0.0;0.013836145401000977;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 80, 40);invscaling;500000;sgd +0.6941030025482178;0.0;0.010432958602905273;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 80, 40);adaptive;500000;sgd +0.12494516372680664;0.0;0.010009765625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 80, 60);invscaling;500000;sgd +0.46497607231140137;0.0;0.01337885856628418;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 80, 80);invscaling;500000;sgd +0.31898999214172363;0.0;0.01960611343383789;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 80, 100);invscaling;500000;sgd +0.10190820693969727;0.0;0.009760618209838867;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 100, 20);constant;500000;sgd +0.11951208114624023;0.0;0.011142969131469727;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 100, 20);invscaling;500000;sgd +0.12415695190429688;0.0;0.010020971298217773;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 100, 40);constant;500000;sgd +0.11237192153930664;0.0;0.009248971939086914;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 100, 40);invscaling;500000;sgd +0.3251979351043701;0.0;0.011065006256103516;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 100, 80);constant;500000;sgd +0.19908380508422852;0.0;0.010346174240112305;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 100, 80);invscaling;500000;sgd +0.16802096366882324;0.0;0.010675191879272461;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 100, 100);invscaling;500000;sgd +0.30007290840148926;0.0;0.008161067962646484;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;tanh;(20, 40, 80);invscaling;500000;sgd +0.27089524269104004;0.0;0.012331962585449219;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;tanh;(40, 20, 40);invscaling;500000;sgd +0.4951908588409424;0.0;0.008221149444580078;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;relu;(15, 60);invscaling;500000;sgd +0.33200883865356445;0.0;0.007823944091796875;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;relu;(30, 45);invscaling;500000;sgd +0.6642420291900635;0.0;0.007955789566040039;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;relu;(30, 60);invscaling;500000;sgd +0.42592310905456543;0.0;0.008678197860717773;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;relu;(45, 90);invscaling;500000;sgd +0.13886213302612305;0.0;0.007896900177001953;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;relu;(20, 20, 40);invscaling;500000;sgd +0.09014892578125;0.0;0.010867118835449219;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;relu;(20, 40, 20);invscaling;500000;sgd +0.2887728214263916;0.0;0.009557008743286133;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;relu;(20, 100, 100);invscaling;500000;sgd +0.5998377799987793;0.0;0.008858919143676758;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;relu;(40, 20, 60);invscaling;500000;sgd +13.828.439.712.524.400;0.0;0.008959293365478516;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;relu;(40, 60, 100);invscaling;500000;sgd +0.5292849540710449;0.0;0.01300501823425293;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;relu;(40, 80, 40);invscaling;500000;sgd +0.278735876083374;0.0;0.008914947509765625;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;relu;(60, 60, 60);invscaling;500000;sgd +0.09415578842163086;0.0;0.008860111236572266;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;relu;(80, 20, 40);invscaling;500000;sgd +0.6396000385284424;0.0;0.00935506820678711;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;relu;(80, 60, 20);invscaling;500000;sgd +0.1824190616607666;0.0;0.009528875350952148;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;relu;(80, 60, 60);invscaling;500000;sgd +0.9748501777648926;0.0;0.009301900863647461;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;relu;(80, 80, 80);invscaling;500000;sgd +0.8149878978729248;0.0;0.009351968765258789;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;relu;(100, 20, 20);invscaling;500000;sgd +0.3124120235443115;0.0;0.009445667266845703;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;relu;(100, 60, 40);invscaling;500000;sgd +0.3456270694732666;0.0;0.010072946548461914;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.5057471264367817;0.5057471264367817;0.0;5818;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;relu;(100, 100, 80);invscaling;500000;sgd +0.031579017639160156;0.0;0.01609182357788086;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 5, 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;5;constant;500000;sgd +0.02774810791015625;0.0;0.01007080078125;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;30;invscaling;500000;sgd +0.234619140625;0.0;0.007875204086303711;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 90, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;90;invscaling;500000;sgd +0.025752782821655273;0.0;0.007977008819580078;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(15, 15);constant;500000;sgd +0.0457150936126709;0.0;0.012366771697998047;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(15, 15);invscaling;500000;sgd +0.09707808494567871;0.0;0.007725715637207031;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(30, 15);constant;500000;sgd +0.29968810081481934;0.0;0.008505821228027344;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(30, 30);adaptive;500000;sgd +0.07250690460205078;0.0;0.00828695297241211;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(30, 45);constant;500000;sgd +0.2564706802368164;0.0;0.010884284973144531;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(30, 75);adaptive;500000;sgd +0.14080190658569336;0.0;0.00912785530090332;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(30, 90);constant;500000;sgd +0.10096883773803711;0.0;0.008101940155029297;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(30, 90);invscaling;500000;sgd +0.1690831184387207;0.0;0.008424997329711914;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(45, 15);adaptive;500000;sgd +0.04442000389099121;0.0;0.007719993591308594;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(45, 30);invscaling;500000;sgd +0.26645421981811523;0.0;0.00831294059753418;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(45, 30);adaptive;500000;sgd +0.3609189987182617;0.0;0.009244918823242188;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(45, 75);invscaling;500000;sgd +0.0439760684967041;0.0;0.009500980377197266;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 15);constant;500000;sgd +0.04511737823486328;0.0;0.00828695297241211;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 15);invscaling;500000;sgd +0.05015420913696289;0.0;0.009190797805786133;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 30);invscaling;500000;sgd +0.14569401741027832;0.0;0.011416912078857422;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 60);constant;500000;sgd +0.17678475379943848;0.0;0.01054525375366211;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(75, 30);constant;500000;sgd +0.11407184600830078;0.0;0.01431894302368164;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(75, 30);invscaling;500000;sgd +0.23004913330078125;0.0;0.01049184799194336;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(75, 30);adaptive;500000;sgd +0.06789422035217285;0.0;0.009078025817871094;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(75, 60);invscaling;500000;sgd +0.4370419979095459;0.0;0.009042978286743164;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(75, 75);adaptive;500000;sgd +0.1318798065185547;0.0;0.010081052780151367;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(75, 90);invscaling;500000;sgd +0.4754331111907959;0.0;0.009559869766235352;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(75, 90);adaptive;500000;sgd +0.05406594276428223;0.0;0.010224103927612305;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(90, 15);invscaling;500000;sgd +0.1966719627380371;0.0;0.01422882080078125;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(90, 90);constant;500000;sgd +0.09100914001464844;0.0;0.008975982666015625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 20, 20);invscaling;500000;sgd +0.13599205017089844;0.0;0.008852005004882812;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 20, 40);constant;500000;sgd +0.246779203414917;0.0;0.008058786392211914;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 20, 60);adaptive;500000;sgd +0.12527775764465332;0.0;0.010579347610473633;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 20, 80);constant;500000;sgd +0.23066067695617676;0.0;0.00890803337097168;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 20, 80);invscaling;500000;sgd +0.3912777900695801;0.0;0.012266159057617188;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 20, 80);adaptive;500000;sgd +0.1667799949645996;0.0;0.009495019912719727;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 20, 100);invscaling;500000;sgd +0.09877300262451172;0.0;0.010218381881713867;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 40, 20);invscaling;500000;sgd +0.38268208503723145;0.0;0.009477853775024414;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 40, 20);adaptive;500000;sgd +0.12089800834655762;0.0;0.010078907012939453;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 40, 40);constant;500000;sgd +0.2661728858947754;0.0;0.01070404052734375;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 40, 40);adaptive;500000;sgd +0.1672649383544922;0.0;0.009482145309448242;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 40, 60);constant;500000;sgd +0.41315507888793945;0.0;0.008677959442138672;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 40, 60);adaptive;500000;sgd +0.0538487434387207;0.0;0.008213996887207031;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 40, 80);constant;500000;sgd +0.05839204788208008;0.0;0.013166189193725586;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 40, 80);invscaling;500000;sgd +0.38510990142822266;0.0;0.009039163589477539;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 40, 80);adaptive;500000;sgd +0.0730600357055664;0.0;0.009019136428833008;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 40, 100);invscaling;500000;sgd +0.41347479820251465;0.0;0.008599042892456055;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 40, 100);adaptive;500000;sgd +0.054429054260253906;0.0;0.011587142944335938;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 60, 20);constant;500000;sgd +0.3014259338378906;0.0;0.008726119995117188;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 60, 20);adaptive;500000;sgd +0.4210529327392578;0.0;0.008700847625732422;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 60, 40);adaptive;500000;sgd +0.10841512680053711;0.0;0.008495807647705078;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 60, 60);constant;500000;sgd +0.10997509956359863;0.0;0.008827924728393555;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 60, 60);invscaling;500000;sgd +0.4424781799316406;0.0;0.008835792541503906;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 60, 60);adaptive;500000;sgd +0.1434488296508789;0.0;0.008790016174316406;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 60, 80);constant;500000;sgd +0.1367359161376953;0.0;0.009249687194824219;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 60, 100);constant;500000;sgd +0.23926711082458496;0.0;0.009181976318359375;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 80, 20);constant;500000;sgd +0.20138192176818848;0.0;0.008535146713256836;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 80, 40);constant;500000;sgd +0.06746339797973633;0.0;0.00839090347290039;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 80, 40);invscaling;500000;sgd +0.12270426750183105;0.0;0.008471012115478516;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 80, 100);constant;500000;sgd +0.5123209953308105;0.0;0.009373903274536133;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 80, 100);adaptive;500000;sgd +0.2582740783691406;0.0;0.009027957916259766;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 100, 20);constant;500000;sgd +0.4013187885284424;0.0;0.008675098419189453;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 100, 20);adaptive;500000;sgd +0.14736700057983398;0.0;0.009413003921508789;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 100, 40);invscaling;500000;sgd +0.39435601234436035;0.0;0.010863065719604492;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 100, 40);adaptive;500000;sgd +0.22077703475952148;0.0;0.008642911911010742;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 100, 60);invscaling;500000;sgd +0.4973940849304199;0.0;0.008920907974243164;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 100, 60);adaptive;500000;sgd +0.24849891662597656;0.0;0.009340047836303711;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 100, 100);invscaling;500000;sgd +0.633598804473877;0.0;0.009600162506103516;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(20, 100, 100);adaptive;500000;sgd +0.06533336639404297;0.0;0.010852813720703125;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 20, 40);invscaling;500000;sgd +0.482666015625;0.0;0.008317947387695312;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 20, 40);adaptive;500000;sgd +0.0531001091003418;0.0;0.010225772857666016;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 20, 60);constant;500000;sgd +0.24963879585266113;0.0;0.00972437858581543;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 20, 60);adaptive;500000;sgd +0.14372801780700684;0.0;0.008170843124389648;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 20, 80);constant;500000;sgd +0.4347538948059082;0.0;0.009254932403564453;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 20, 80);adaptive;500000;sgd +0.31757187843322754;0.0;0.008289098739624023;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 20, 100);adaptive;500000;sgd +0.058345794677734375;0.0;0.008631229400634766;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 40, 20);invscaling;500000;sgd +0.11053323745727539;0.0;0.013768911361694336;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 40, 40);constant;500000;sgd +0.12142276763916016;0.0;0.008642196655273438;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 40, 40);invscaling;500000;sgd +0.29498815536499023;0.0;0.009037971496582031;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 40, 40);adaptive;500000;sgd +0.1429150104522705;0.0;0.007935047149658203;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 40, 60);constant;500000;sgd +0.40390610694885254;0.0;0.009917974472045898;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 40, 60);adaptive;500000;sgd +0.18436908721923828;0.0;0.008328914642333984;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 40, 80);constant;500000;sgd +0.43530702590942383;0.0;0.008824825286865234;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 40, 80);adaptive;500000;sgd +0.12663888931274414;0.0;0.008836030960083008;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 40, 100);constant;500000;sgd +0.07874321937561035;0.0;0.009111881256103516;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 40, 100);invscaling;500000;sgd +0.4800136089324951;0.0;0.008365154266357422;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 40, 100);adaptive;500000;sgd +0.2106318473815918;0.0;0.009093999862670898;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 60, 20);constant;500000;sgd +0.2222919464111328;0.0;0.008666276931762695;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 60, 40);constant;500000;sgd +0.0873420238494873;0.0;0.009449958801269531;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 60, 40);invscaling;500000;sgd +0.38095903396606445;0.0;0.008529901504516602;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 60, 40);adaptive;500000;sgd +0.23934221267700195;0.0;0.010169029235839844;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 60, 60);invscaling;500000;sgd +0.4107661247253418;0.0;0.008073806762695312;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 60, 60);adaptive;500000;sgd +0.5388422012329102;0.0;0.009495019912719727;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 60, 100);adaptive;500000;sgd +0.32545900344848633;0.0;0.008548736572265625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 80, 20);adaptive;500000;sgd +0.07250499725341797;0.0;0.008800983428955078;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 80, 40);invscaling;500000;sgd +0.5884699821472168;0.0;0.008945941925048828;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 80, 40);adaptive;500000;sgd +0.21187210083007812;0.0;0.01134490966796875;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 80, 60);constant;500000;sgd +0.5369579792022705;0.0;0.00855398178100586;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 80, 60);adaptive;500000;sgd +0.0814828872680664;0.0;0.008513212203979492;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 80, 80);constant;500000;sgd +0.18074870109558105;0.0;0.009060144424438477;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 80, 100);invscaling;500000;sgd +0.4949498176574707;0.0;0.009457826614379883;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 80, 100);adaptive;500000;sgd +0.28667593002319336;0.0;0.008812665939331055;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 100, 20);constant;500000;sgd +0.6097719669342041;0.0;0.00893402099609375;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 100, 20);adaptive;500000;sgd +0.2101759910583496;0.0;0.013241767883300781;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 100, 40);constant;500000;sgd +0.16406702995300293;0.0;0.009221076965332031;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 100, 60);constant;500000;sgd +0.17758727073669434;0.0;0.010107994079589844;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 100, 60);invscaling;500000;sgd +0.43637990951538086;0.0;0.00851130485534668;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 100, 60);adaptive;500000;sgd +0.2102971076965332;0.0;0.009132862091064453;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 100, 80);constant;500000;sgd +0.08764219284057617;0.0;0.009384870529174805;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 100, 80);invscaling;500000;sgd +0.6060500144958496;0.0;0.00969386100769043;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 100, 80);adaptive;500000;sgd +0.23956680297851562;0.0;0.010441303253173828;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 100, 100);constant;500000;sgd +0.6845228672027588;0.0;0.008775949478149414;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(40, 100, 100);adaptive;500000;sgd +0.16562891006469727;0.0;0.008894920349121094;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 20, 20);constant;500000;sgd +0.15094208717346191;0.0;0.008710145950317383;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 20, 20);invscaling;500000;sgd +0.3200950622558594;0.0;0.008535146713256836;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 20, 20);adaptive;500000;sgd +0.2089381217956543;0.0;0.010258197784423828;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 20, 40);constant;500000;sgd +0.07047510147094727;0.0;0.008677005767822266;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 20, 40);invscaling;500000;sgd +0.3654000759124756;0.0;0.006968021392822266;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 20, 60);adaptive;500000;sgd +0.13846302032470703;0.0;0.008694171905517578;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 20, 80);constant;500000;sgd +0.06902217864990234;0.0;0.015388965606689453;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 20, 80);invscaling;500000;sgd +0.16919493675231934;0.0;0.00935983657836914;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 20, 100);invscaling;500000;sgd +0.4284369945526123;0.0;0.010013103485107422;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 20, 100);adaptive;500000;sgd +0.3535289764404297;0.0;0.008543014526367188;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 40, 20);adaptive;500000;sgd +0.17618203163146973;0.0;0.008434295654296875;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 40, 40);constant;500000;sgd +0.11747097969055176;0.0;0.013421773910522461;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 40, 40);invscaling;500000;sgd +0.14819097518920898;0.0;0.008893251419067383;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 40, 60);constant;500000;sgd +0.10913610458374023;0.0;0.008598089218139648;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 40, 60);invscaling;500000;sgd +0.16465187072753906;0.0;0.009737253189086914;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 40, 80);invscaling;500000;sgd +0.17421627044677734;0.0;0.008647918701171875;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 40, 100);constant;500000;sgd +0.5406582355499268;0.0;0.009953022003173828;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 40, 100);adaptive;500000;sgd +0.29104161262512207;0.0;0.009401082992553711;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 60, 20);constant;500000;sgd +0.33258628845214844;0.0;0.008931875228881836;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 60, 20);adaptive;500000;sgd +0.22164082527160645;0.0;0.01138615608215332;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 60, 40);constant;500000;sgd +0.5017108917236328;0.0;0.008754253387451172;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 60, 60);adaptive;500000;sgd +0.5393648147583008;0.0;0.007668018341064453;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 60, 80);adaptive;500000;sgd +0.4376509189605713;0.0;0.012455940246582031;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 60, 100);invscaling;500000;sgd +0.18091607093811035;0.0;0.008774995803833008;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 80, 20);constant;500000;sgd +0.07735395431518555;0.0;0.009214162826538086;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 80, 60);constant;500000;sgd +0.28646230697631836;0.0;0.009435892105102539;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 80, 60);invscaling;500000;sgd +0.1725449562072754;0.0;0.00890493392944336;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 80, 80);invscaling;500000;sgd +0.6312119960784912;0.0;0.010102033615112305;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 80, 80);adaptive;500000;sgd +0.6282827854156494;0.0;0.010188102722167969;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 80, 100);adaptive;500000;sgd +0.15956997871398926;0.0;0.008838891983032227;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 100, 20);invscaling;500000;sgd +0.6987698078155518;0.0;0.010772228240966797;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 100, 20);adaptive;500000;sgd +0.2665548324584961;0.0;0.008869171142578125;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 100, 40);constant;500000;sgd +0.09287691116333008;0.0;0.009063959121704102;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 100, 40);invscaling;500000;sgd +0.31420111656188965;0.0;0.015054941177368164;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 100, 60);constant;500000;sgd +0.24344086647033691;0.0;0.009351968765258789;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 100, 80);constant;500000;sgd +0.5713958740234375;0.0;0.010555028915405273;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 100, 80);adaptive;500000;sgd +0.21771001815795898;0.0;0.01011800765991211;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 100, 100);constant;500000;sgd +0.2009730339050293;0.0;0.009534835815429688;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(60, 100, 100);invscaling;500000;sgd +0.20147204399108887;0.0;0.012983083724975586;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 20, 40);constant;500000;sgd +0.4659607410430908;0.0;0.008560895919799805;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 20, 40);adaptive;500000;sgd +0.06757807731628418;0.0;0.008558273315429688;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 20, 60);invscaling;500000;sgd +0.14874505996704102;0.0;0.00806117057800293;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 20, 80);constant;500000;sgd +0.20203709602355957;0.0;0.008755207061767578;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 20, 100);invscaling;500000;sgd +0.4679548740386963;0.0;0.008899211883544922;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 20, 100);adaptive;500000;sgd +0.17945003509521484;0.0;0.008816957473754883;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 40, 40);constant;500000;sgd +0.08443307876586914;0.0;0.008733987808227539;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 40, 40);invscaling;500000;sgd +0.5527768135070801;0.0;0.009405136108398438;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 40, 40);adaptive;500000;sgd +0.5305931568145752;0.0;0.009456872940063477;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 40, 60);adaptive;500000;sgd +0.1655440330505371;0.0;0.008823156356811523;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 40, 80);constant;500000;sgd +0.1167452335357666;0.0;0.00803995132446289;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 40, 80);invscaling;500000;sgd +0.5074920654296875;0.0;0.008959054946899414;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 40, 80);adaptive;500000;sgd +0.26552605628967285;0.0;0.00952005386352539;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 40, 100);invscaling;500000;sgd +0.547551155090332;0.0;0.008975028991699219;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 60, 20);adaptive;500000;sgd +0.5786731243133545;0.0;0.008556842803955078;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 60, 40);adaptive;500000;sgd +0.2076108455657959;0.0;0.00979304313659668;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 60, 60);constant;500000;sgd +0.6056299209594727;0.0;0.011605978012084961;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 60, 60);adaptive;500000;sgd +0.17151331901550293;0.0;0.009470939636230469;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 60, 80);constant;500000;sgd +0.1869981288909912;0.0;0.008640050888061523;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 60, 80);invscaling;500000;sgd +0.6062521934509277;0.0;0.009172916412353516;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 60, 80);adaptive;500000;sgd +0.223646879196167;0.0;0.009061098098754883;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 60, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 60, 100);constant;500000;sgd +0.4275779724121094;0.0;0.011693000793457031;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 80, 20);constant;500000;sgd +0.6777098178863525;0.0;0.009226083755493164;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 80, 20);adaptive;500000;sgd +0.08777308464050293;0.0;0.008632898330688477;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 80, 40);invscaling;500000;sgd +0.09783387184143066;0.0;0.009348154067993164;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 80, 60);invscaling;500000;sgd +0.7300217151641846;0.0;0.009432077407836914;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 80, 60);adaptive;500000;sgd +0.23993968963623047;0.0;0.01046299934387207;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 80, 80);invscaling;500000;sgd +0.6126317977905273;0.0;0.009467124938964844;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 80, 80);adaptive;500000;sgd +0.6939051151275635;0.0;0.010982990264892578;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 80, 100);adaptive;500000;sgd +0.4062197208404541;0.0;0.012632131576538086;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 100, 20);constant;500000;sgd +0.0983729362487793;0.0;0.009440898895263672;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 100, 40);constant;500000;sgd +0.7095820903778076;0.0;0.009057998657226562;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 100, 40);adaptive;500000;sgd +0.13703131675720215;0.0;0.010002851486206055;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 100, 60);invscaling;500000;sgd +0.7007920742034912;0.0;0.010098934173583984;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 100, 60);adaptive;500000;sgd +0.23120999336242676;0.0;0.009990930557250977;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 100, 80);constant;500000;sgd +0.8076508045196533;0.0;0.018314123153686523;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 100, 80);adaptive;500000;sgd +0.28422975540161133;0.0;0.010399103164672852;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(80, 100, 100);constant;500000;sgd +0.35103893280029297;0.0;0.009493112564086914;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 20, 20);constant;500000;sgd +0.15216374397277832;0.0;0.008590221405029297;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 20, 60);constant;500000;sgd +0.44475317001342773;0.0;0.01074981689453125;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 20, 80);adaptive;500000;sgd +0.08995890617370605;0.0;0.008684158325195312;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 20, 100);invscaling;500000;sgd +0.48714494705200195;0.0;0.010982990264892578;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 20, 100);adaptive;500000;sgd +0.2767958641052246;0.0;0.009200811386108398;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 40, 20);constant;500000;sgd +0.06262707710266113;0.0;0.009361028671264648;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 40, 20);invscaling;500000;sgd +0.5902976989746094;0.0;0.008423089981079102;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 40, 20);adaptive;500000;sgd +0.2706592082977295;0.0;0.009792089462280273;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 40, 40);constant;500000;sgd +0.08123183250427246;0.0;0.008779048919677734;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 40, 40);invscaling;500000;sgd +0.5355939865112305;0.0;0.00922083854675293;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 40, 40);adaptive;500000;sgd +0.21446895599365234;0.0;0.011348962783813477;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 40, 60);constant;500000;sgd +0.11812376976013184;0.0;0.009369134902954102;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 40, 80);invscaling;500000;sgd +0.5699610710144043;0.0;0.009257793426513672;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 40, 80);adaptive;500000;sgd +0.5473239421844482;0.0;0.009638786315917969;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 40, 100);adaptive;500000;sgd +0.886145830154419;0.0;0.011076211929321289;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 60, 20);adaptive;500000;sgd +0.2816448211669922;0.0;0.009411096572875977;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 60, 60);constant;500000;sgd +0.14868474006652832;0.0;0.008833169937133789;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 60, 60);invscaling;500000;sgd +0.6240038871765137;0.0;0.009507179260253906;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 60, 60);adaptive;500000;sgd +0.18208789825439453;0.0;0.009018898010253906;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 60, 80);constant;500000;sgd +0.6591401100158691;0.0;0.011421918869018555;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 60, 100);adaptive;500000;sgd +0.23767685890197754;0.0;0.009038925170898438;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 80, 20);constant;500000;sgd +0.20546817779541016;0.0;0.009970903396606445;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 80, 60);constant;500000;sgd +0.25490522384643555;0.0;0.018806934356689453;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 80, 80);constant;500000;sgd +0.46726393699645996;0.0;0.011409997940063477;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 80, 100);constant;500000;sgd +0.7556650638580322;0.0;0.010379791259765625;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 80, 100);adaptive;500000;sgd +0.7459161281585693;0.0;0.009653091430664062;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 100, 20);adaptive;500000;sgd +0.7398109436035156;0.0;0.014499187469482422;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 100, 40);adaptive;500000;sgd +0.21455693244934082;0.0;0.012712955474853516;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 100, 60);constant;500000;sgd +0.14528918266296387;0.0;0.009827852249145508;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 100, 60);invscaling;500000;sgd +0.8356008529663086;0.0;0.010196924209594727;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 100, 60);adaptive;500000;sgd +0.8548307418823242;0.0;0.01058816909790039;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 100, 80);adaptive;500000;sgd +0.2856719493865967;0.0;0.010863065719604492;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 100, 100);constant;500000;sgd +0.892432689666748;0.0;0.009916305541992188;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 100, 100), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;logistic;(100, 100, 100);adaptive;500000;sgd +0.17656397819519043;0.0;0.008335113525390625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;tanh;(20, 60, 40);invscaling;500000;sgd +0.45106983184814453;0.0;0.009342193603515625;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;tanh;(80, 20, 60);invscaling;500000;sgd +14.543.650.150.299.000;0.0;0.012367963790893555;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;tanh;(100, 40, 80);invscaling;500000;sgd +0.07232809066772461;0.0;0.008853912353515625;0.0;{'activation': 'relu', 'hidden_layer_sizes': (15, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;relu;(15, 90);invscaling;500000;sgd +0.13572192192077637;0.0;0.008880853652954102;0.0;{'activation': 'relu', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;relu;(90, 75);invscaling;500000;sgd +0.12277388572692871;0.0;0.009161949157714844;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;relu;(20, 60, 100);invscaling;500000;sgd +0.16002392768859863;0.0;0.008862972259521484;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;relu;(20, 80, 40);invscaling;500000;sgd +0.05882668495178223;0.0;0.008702278137207031;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;relu;(40, 20, 80);invscaling;500000;sgd +0.11064386367797852;0.0;0.011381149291992188;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;relu;(40, 60, 40);invscaling;500000;sgd +0.1723308563232422;0.0;0.009212255477905273;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;relu;(40, 80, 80);invscaling;500000;sgd +0.1586589813232422;0.0;0.009580135345458984;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;relu;(40, 80, 100);invscaling;500000;sgd +0.21827292442321777;0.0;0.018584012985229492;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;relu;(40, 100, 20);invscaling;500000;sgd +0.14795494079589844;0.0;0.01306295394897461;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;relu;(40, 100, 40);invscaling;500000;sgd +0.15571212768554688;0.0;0.009044885635375977;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;relu;(60, 60, 80);invscaling;500000;sgd +0.13663887977600098;0.0;0.009243249893188477;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;relu;(60, 80, 20);invscaling;500000;sgd +0.1445178985595703;0.0;0.012265920639038086;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;relu;(60, 80, 40);invscaling;500000;sgd +0.0997459888458252;0.0;0.009379148483276367;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;relu;(80, 20, 100);invscaling;500000;sgd +0.11748576164245605;0.0;0.01242208480834961;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;relu;(80, 40, 60);invscaling;500000;sgd +0.18251538276672363;0.0;0.00940394401550293;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;relu;(80, 80, 60);invscaling;500000;sgd +0.07891201972961426;0.0;0.009198904037475586;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;relu;(100, 20, 40);invscaling;500000;sgd +0.15419292449951172;0.0;0.009666919708251953;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4942528735632184;0.4942528735632184;0.0;5855;0.4942528735632184;0.4942528735632184;0.0;6064;1.0;1.0;0.0;1;0.6615384615384615;0.6615384615384615;0.0;5566;MLPClassifier;;;;;;;relu;(100, 60, 80);invscaling;500000;sgd +0.025563955307006836;0.0;0.008276939392089844;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.49411764705882355;0.49411764705882355;0.0;6098;0.4942528735632184;0.4942528735632184;0.0;6064;0.9767441860465116;0.9767441860465116;0.0;1284;0.65625;0.65625;0.0;5820;MLPClassifier;;;;;;;logistic;10;invscaling;500000;sgd +0.04483318328857422;0.0;0.010343074798583984;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.49411764705882355;0.49411764705882355;0.0;6098;0.4942528735632184;0.4942528735632184;0.0;6064;0.9767441860465116;0.9767441860465116;0.0;1284;0.65625;0.65625;0.0;5820;MLPClassifier;;;;;;;logistic;50;invscaling;500000;sgd +0.23710107803344727;0.0;0.008285760879516602;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.49411764705882355;0.49411764705882355;0.0;6098;0.4942528735632184;0.4942528735632184;0.0;6064;0.9767441860465116;0.9767441860465116;0.0;1284;0.65625;0.65625;0.0;5820;MLPClassifier;;;;;;;logistic;(15, 60);adaptive;500000;sgd +0.17850494384765625;0.0;0.008671998977661133;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.49411764705882355;0.49411764705882355;0.0;6098;0.4942528735632184;0.4942528735632184;0.0;6064;0.9767441860465116;0.9767441860465116;0.0;1284;0.65625;0.65625;0.0;5820;MLPClassifier;;;;;;;logistic;(80, 20, 60);constant;500000;sgd +0.08380603790283203;0.0;0.008279085159301758;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.49411764705882355;0.49411764705882355;0.0;6098;0.4942528735632184;0.4942528735632184;0.0;6064;0.9767441860465116;0.9767441860465116;0.0;1284;0.65625;0.65625;0.0;5820;MLPClassifier;;;;;;;relu;(60, 20, 20);invscaling;500000;sgd +15.190.351.009.368.800;0.0;0.009979724884033203;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4939759036144578;0.4939759036144578;0.0;6103;0.4942528735632184;0.4942528735632184;0.0;6064;0.9534883720930233;0.9534883720930233;0.0;2739;0.6507936507936507;0.6507936507936507;0.0;5836;MLPClassifier;;;;;;;identity;(20, 20, 100);invscaling;500000;sgd +0.09696102142333984;0.0;0.009580135345458984;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4939759036144578;0.4939759036144578;0.0;6103;0.4942528735632184;0.4942528735632184;0.0;6064;0.9534883720930233;0.9534883720930233;0.0;2739;0.6507936507936507;0.6507936507936507;0.0;5836;MLPClassifier;;;;;;;relu;(20, 60, 40);invscaling;500000;sgd +0.8182389736175537;0.0;0.009023904800415039;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.49382716049382713;0.49382716049382713;0.0;6105;0.4942528735632184;0.4942528735632184;0.0;6064;0.9302325581395349;0.9302325581395349;0.0;3215;0.6451612903225806;0.6451612903225806;0.0;5855;MLPClassifier;;;;;;;tanh;(80, 40, 20);invscaling;500000;sgd +15.978.481.769.561.700;0.0;0.010034799575805664;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4936708860759494;0.4936708860759494;0.0;6106;0.4942528735632184;0.4942528735632184;0.0;6064;0.9069767441860465;0.9069767441860465;0.0;3336;0.639344262295082;0.639344262295082;0.0;5882;MLPClassifier;;;;;;;identity;(60, 20, 100);invscaling;500000;sgd +1.266.767.978.668.210;0.0;0.011157989501953125;0.0;{'activation': 'identity', 'hidden_layer_sizes': 80, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.49295774647887325;0.49295774647887325;0.0;6107;0.4942528735632184;0.4942528735632184;0.0;6064;0.813953488372093;0.813953488372093;0.0;3937;0.6140350877192983;0.6140350877192983;0.0;5944;MLPClassifier;;;;;;;identity;80;invscaling;500000;sgd +0.0658869743347168;0.0;0.008716106414794922;0.0;{'activation': 'relu', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4925373134328358;0.4925373134328358;0.0;6108;0.4942528735632184;0.4942528735632184;0.0;6064;0.7674418604651163;0.7674418604651163;0.0;5116;0.6000000000000001;0.6000000000000001;0.0;5970;MLPClassifier;;;;;;;relu;60;invscaling;500000;sgd +0.1772770881652832;0.0;0.010203123092651367;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.49206349206349204;0.49206349206349204;0.0;6109;0.4942528735632184;0.4942528735632184;0.0;6064;0.7209302325581395;0.7209302325581395;0.0;5439;0.5849056603773584;0.5849056603773584;0.0;5996;MLPClassifier;;;;;;;relu;(80, 40, 20);invscaling;500000;sgd +0.05618405342102051;0.0;0.0070209503173828125;0.0;{'activation': 'identity', 'hidden_layer_sizes': 25, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.49122807017543857;0.49122807017543857;0.0;6110;0.4942528735632184;0.4942528735632184;0.0;6064;0.6511627906976745;0.6511627906976745;0.0;5953;0.5599999999999999;0.5599999999999999;0.0;6031;MLPClassifier;;;;;;;identity;25;invscaling;500000;sgd +0.15416502952575684;0.0;0.009804964065551758;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4909090909090909;0.4909090909090909;0.0;6111;0.4942528735632184;0.4942528735632184;0.0;6064;0.627906976744186;0.627906976744186;0.0;5984;0.5510204081632653;0.5510204081632653;0.0;6045;MLPClassifier;;;;;;;tanh;(45, 30);invscaling;500000;sgd +0.39177894592285156;0.0;0.008988142013549805;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.49056603773584906;0.49056603773584906;0.0;6112;0.4942528735632184;0.4942528735632184;0.0;6064;0.6046511627906976;0.6046511627906976;0.0;6006;0.5416666666666665;0.5416666666666665;0.0;6061;MLPClassifier;;;;;;;tanh;(75, 15);invscaling;500000;sgd +0.20308279991149902;0.0;0.00993490219116211;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.49019607843137253;0.49019607843137253;0.0;6113;0.4942528735632184;0.4942528735632184;0.0;6064;0.5813953488372093;0.5813953488372093;0.0;6016;0.5319148936170213;0.5319148936170213;0.0;6070;MLPClassifier;;;;;;;relu;(80, 100, 80);invscaling;500000;sgd +0.38085317611694336;0.0;0.008367776870727539;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4888888888888889;0.4888888888888889;0.0;6114;0.4942528735632184;0.4942528735632184;0.0;6064;0.5116279069767442;0.5116279069767442;0.0;6058;0.5;0.5;0.0;6096;MLPClassifier;;;;;;;tanh;(60, 75);invscaling;500000;sgd +0.14002203941345215;0.0;0.0098419189453125;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4883720930232558;0.4883720930232558;0.0;6115;0.4942528735632184;0.4942528735632184;0.0;6064;0.4883720930232558;0.4883720930232558;0.0;6071;0.4883720930232558;0.4883720930232558;0.0;6105;MLPClassifier;;;;;;;relu;(60, 20, 60);invscaling;500000;sgd +0.11387896537780762;0.0;0.008851051330566406;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4883720930232558;0.4883720930232558;0.0;6115;0.4942528735632184;0.4942528735632184;0.0;6064;0.4883720930232558;0.4883720930232558;0.0;6071;0.4883720930232558;0.4883720930232558;0.0;6105;MLPClassifier;;;;;;;relu;(60, 60, 20);invscaling;500000;sgd +0.5080251693725586;0.0;0.016457080841064453;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4857142857142857;0.4857142857142857;0.0;6140;0.4942528735632184;0.4942528735632184;0.0;6064;0.3953488372093023;0.3953488372093023;0.0;6116;0.43589743589743585;0.43589743589743585;0.0;6135;MLPClassifier;;;;;;;tanh;(100, 40, 20);invscaling;500000;sgd +0.35489702224731445;0.0;0.00880289077758789;0.0;{'activation': 'relu', 'hidden_layer_sizes': (30, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4827586206896552;0.4827586206896552;0.0;6145;0.4942528735632184;0.4942528735632184;0.0;6064;0.32558139534883723;0.32558139534883723;0.0;6155;0.38888888888888895;0.38888888888888895;0.0;6172;MLPClassifier;;;;;;;relu;(30, 15);invscaling;500000;sgd +272.360.897.064.209;0.0;0.011349916458129883;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.48;0.48;0.0;6170;0.4942528735632184;0.4942528735632184;0.0;6064;0.27906976744186046;0.27906976744186046;0.0;6176;0.35294117647058815;0.35294117647058815;0.0;6184;MLPClassifier;;;;;;;identity;(60, 20, 20);invscaling;500000;sgd +0.9611232280731201;0.0;0.016893863677978516;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.47619047619047616;0.47619047619047616;0.0;6175;0.4942528735632184;0.4942528735632184;0.0;6064;0.23255813953488372;0.23255813953488372;0.0;6194;0.3125;0.3125;0.0;6201;MLPClassifier;;;;;;;tanh;(80, 80, 40);invscaling;500000;sgd +27.650.649.547.576.900;0.0;0.010397195816040039;0.0;{'activation': 'identity', 'hidden_layer_sizes': (100, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.47058823529411764;0.47058823529411764;0.0;6193;0.4942528735632184;0.4942528735632184;0.0;6064;0.18604651162790697;0.18604651162790697;0.0;6213;0.26666666666666666;0.26666666666666666;0.0;6218;MLPClassifier;;;;;;;identity;(100, 60, 100);invscaling;500000;sgd +0.12885093688964844;0.0;0.010046005249023438;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4666666666666667;0.4666666666666667;0.0;6198;0.4942528735632184;0.4942528735632184;0.0;6064;0.16279069767441862;0.16279069767441862;0.0;6222;0.24137931034482765;0.24137931034482765;0.0;6224;MLPClassifier;;;;;;;relu;(100, 20, 60);invscaling;500000;sgd +18.601.491.451.263.400;0.0;0.011272907257080078;0.0;{'activation': 'identity', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4444444444444444;0.4444444444444444;0.0;6226;0.4942528735632184;0.4942528735632184;0.0;6064;0.09302325581395349;0.09302325581395349;0.0;6241;0.15384615384615385;0.15384615384615385;0.0;6247;MLPClassifier;;;;;;;identity;(45, 60);invscaling;500000;sgd +0.13829398155212402;0.0;0.008641958236694336;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 60, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4444444444444444;0.4444444444444444;0.0;6226;0.4942528735632184;0.4942528735632184;0.0;6064;0.09302325581395349;0.09302325581395349;0.0;6241;0.15384615384615385;0.15384615384615385;0.0;6247;MLPClassifier;;;;;;;tanh;60;invscaling;500000;sgd +15.137.841.701.507.500;0.0;0.010622978210449219;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.42857142857142855;0.42857142857142855;0.0;6244;0.4942528735632184;0.4942528735632184;0.0;6064;0.06976744186046512;0.06976744186046512;0.0;6251;0.12;0.12;0.0;6261;MLPClassifier;;;;;;;identity;(15, 60);invscaling;500000;sgd +0.17968392372131348;0.0;0.008968114852905273;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.42857142857142855;0.42857142857142855;0.0;6244;0.4942528735632184;0.4942528735632184;0.0;6064;0.06976744186046512;0.06976744186046512;0.0;6251;0.12;0.12;0.0;6261;MLPClassifier;;;;;;;tanh;(40, 20, 100);invscaling;500000;sgd +0.28415894508361816;0.0;0.009080171585083008;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4;0.4;0.0;6259;0.4942528735632184;0.4942528735632184;0.0;6064;0.046511627906976744;0.046511627906976744;0.0;6266;0.08333333333333333;0.08333333333333333;0.0;6281;MLPClassifier;;;;;;;relu;(100, 80, 20);invscaling;500000;sgd +0.987933874130249;0.0;0.012515068054199219;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.3333333333333333;0.3333333333333333;0.0;6282;0.4942528735632184;0.4942528735632184;0.0;6064;0.023255813953488372;0.023255813953488372;0.0;6284;0.04347826086956522;0.04347826086956522;0.0;6292;MLPClassifier;;;;;;;tanh;(40, 80, 60);invscaling;500000;sgd +0.1648540496826172;0.0;0.00908517837524414;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.3333333333333333;0.3333333333333333;0.0;6282;0.4942528735632184;0.4942528735632184;0.0;6064;0.023255813953488372;0.023255813953488372;0.0;6284;0.04347826086956522;0.04347826086956522;0.0;6292;MLPClassifier;;;;;;;relu;(40, 80, 60);invscaling;500000;sgd +0.04242134094238281;0.0;0.009636878967285156;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 95, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.4942528735632184;0.4942528735632184;0.0;6064;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;95;invscaling;500000;sgd +0.12405014038085938;0.0;0.010884761810302734;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.4942528735632184;0.4942528735632184;0.0;6064;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(30, 75);constant;500000;sgd +0.25656700134277344;0.0;0.009022951126098633;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.4942528735632184;0.4942528735632184;0.0;6064;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(60, 45);adaptive;500000;sgd +0.31647610664367676;0.0;0.009681940078735352;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.4942528735632184;0.4942528735632184;0.0;6064;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(100, 60, 40);constant;500000;sgd +16.454.439.163.208.000;0.0;0.010113954544067383;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.4942528735632184;0.4942528735632184;0.0;6064;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;tanh;(100, 80, 40);invscaling;500000;sgd +0.5507760047912598;0.0;0.009582996368408203;0.0;{'activation': 'relu', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.4942528735632184;0.4942528735632184;0.0;6064;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;relu;85;invscaling;500000;sgd +0.19435596466064453;0.0;0.009063243865966797;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.4942528735632184;0.4942528735632184;0.0;6064;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;relu;(100, 40, 60);invscaling;500000;sgd +0.20681190490722656;0.0;0.008442163467407227;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4883720930232558;0.4883720930232558;0.0;6115;0.4827586206896552;0.4827586206896552;0.0;6346;0.9767441860465116;0.9767441860465116;0.0;1284;0.6511627906976744;0.6511627906976744;0.0;5829;MLPClassifier;;;;;;;logistic;(15, 45);adaptive;500000;sgd +0.17347478866577148;0.0;0.008636236190795898;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4883720930232558;0.4883720930232558;0.0;6115;0.4827586206896552;0.4827586206896552;0.0;6346;0.9767441860465116;0.9767441860465116;0.0;1284;0.6511627906976744;0.6511627906976744;0.0;5829;MLPClassifier;;;;;;;logistic;(45, 30);constant;500000;sgd +0.3555886745452881;0.0;0.01763010025024414;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4883720930232558;0.4883720930232558;0.0;6115;0.4827586206896552;0.4827586206896552;0.0;6346;0.9767441860465116;0.9767441860465116;0.0;1284;0.6511627906976744;0.6511627906976744;0.0;5829;MLPClassifier;;;;;;;logistic;(60, 30);adaptive;500000;sgd +0.03984785079956055;0.0;0.010069131851196289;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4883720930232558;0.4883720930232558;0.0;6115;0.4827586206896552;0.4827586206896552;0.0;6346;0.9767441860465116;0.9767441860465116;0.0;1284;0.6511627906976744;0.6511627906976744;0.0;5829;MLPClassifier;;;;;;;tanh;10;invscaling;500000;sgd +0.13240575790405273;0.0;0.009373188018798828;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4883720930232558;0.4883720930232558;0.0;6115;0.4827586206896552;0.4827586206896552;0.0;6346;0.9767441860465116;0.9767441860465116;0.0;1284;0.6511627906976744;0.6511627906976744;0.0;5829;MLPClassifier;;;;;;;tanh;(20, 40, 20);invscaling;500000;sgd +0.0945580005645752;0.0;0.008749961853027344;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4883720930232558;0.4883720930232558;0.0;6115;0.4827586206896552;0.4827586206896552;0.0;6346;0.9767441860465116;0.9767441860465116;0.0;1284;0.6511627906976744;0.6511627906976744;0.0;5829;MLPClassifier;;;;;;;relu;(45, 15);invscaling;500000;sgd +0.15735411643981934;0.0;0.009217023849487305;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4883720930232558;0.4883720930232558;0.0;6115;0.4827586206896552;0.4827586206896552;0.0;6346;0.9767441860465116;0.9767441860465116;0.0;1284;0.6511627906976744;0.6511627906976744;0.0;5829;MLPClassifier;;;;;;;relu;(80, 40, 100);invscaling;500000;sgd +0.019525766372680664;0.0;0.007547140121459961;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4880952380952381;0.4880952380952381;0.0;6124;0.4827586206896552;0.4827586206896552;0.0;6346;0.9534883720930233;0.9534883720930233;0.0;2739;0.6456692913385826;0.6456692913385826;0.0;5851;MLPClassifier;;;;;;;logistic;20;invscaling;500000;sgd +0.3301372528076172;0.0;0.008194923400878906;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4880952380952381;0.4880952380952381;0.0;6124;0.4827586206896552;0.4827586206896552;0.0;6346;0.9534883720930233;0.9534883720930233;0.0;2739;0.6456692913385826;0.6456692913385826;0.0;5851;MLPClassifier;;;;;;;logistic;(45, 75);adaptive;500000;sgd +0.257861852645874;0.0;0.008205175399780273;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4880952380952381;0.4880952380952381;0.0;6124;0.4827586206896552;0.4827586206896552;0.0;6346;0.9534883720930233;0.9534883720930233;0.0;2739;0.6456692913385826;0.6456692913385826;0.0;5851;MLPClassifier;;;;;;;tanh;(30, 75);invscaling;500000;sgd +0.22032499313354492;0.0;0.011159896850585938;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4880952380952381;0.4880952380952381;0.0;6124;0.4827586206896552;0.4827586206896552;0.0;6346;0.9534883720930233;0.9534883720930233;0.0;2739;0.6456692913385826;0.6456692913385826;0.0;5851;MLPClassifier;;;;;;;relu;(40, 100, 80);invscaling;500000;sgd +0.9496798515319824;0.0;0.011073112487792969;0.0;{'activation': 'identity', 'hidden_layer_sizes': 10, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4878048780487805;0.4878048780487805;0.0;6128;0.4827586206896552;0.4827586206896552;0.0;6346;0.9302325581395349;0.9302325581395349;0.0;3215;0.64;0.64;0.0;5875;MLPClassifier;;;;;;;identity;10;invscaling;500000;sgd +22.110.228.538.513.100;0.0;0.009929180145263672;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4878048780487805;0.4878048780487805;0.0;6128;0.4827586206896552;0.4827586206896552;0.0;6346;0.9302325581395349;0.9302325581395349;0.0;3215;0.64;0.64;0.0;5875;MLPClassifier;;;;;;;identity;(80, 80, 80);invscaling;500000;sgd +0.21886277198791504;0.0;0.014354228973388672;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4878048780487805;0.4878048780487805;0.0;6128;0.4827586206896552;0.4827586206896552;0.0;6346;0.9302325581395349;0.9302325581395349;0.0;3215;0.64;0.64;0.0;5875;MLPClassifier;;;;;;;logistic;(90, 45);constant;500000;sgd +0.15851807594299316;0.0;0.008349895477294922;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4878048780487805;0.4878048780487805;0.0;6128;0.4827586206896552;0.4827586206896552;0.0;6346;0.9302325581395349;0.9302325581395349;0.0;3215;0.64;0.64;0.0;5875;MLPClassifier;;;;;;;logistic;(60, 20, 60);constant;500000;sgd +0.32065367698669434;0.0;0.009123086929321289;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4878048780487805;0.4878048780487805;0.0;6128;0.4827586206896552;0.4827586206896552;0.0;6346;0.9302325581395349;0.9302325581395349;0.0;3215;0.64;0.64;0.0;5875;MLPClassifier;;;;;;;tanh;(20, 100, 60);invscaling;500000;sgd +0.5302309989929199;0.0;0.012087821960449219;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4875;0.4875;0.0;6133;0.4827586206896552;0.4827586206896552;0.0;6346;0.9069767441860465;0.9069767441860465;0.0;3336;0.6341463414634146;0.6341463414634146;0.0;5895;MLPClassifier;;;;;;;logistic;(90, 45);adaptive;500000;sgd +0.7143089771270752;0.0;0.009567975997924805;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4875;0.4875;0.0;6133;0.4827586206896552;0.4827586206896552;0.0;6346;0.9069767441860465;0.9069767441860465;0.0;3336;0.6341463414634146;0.6341463414634146;0.0;5895;MLPClassifier;;;;;;;relu;(80, 80, 20);invscaling;500000;sgd +0.18092012405395508;0.0;0.008359909057617188;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.48717948717948717;0.48717948717948717;0.0;6135;0.4827586206896552;0.4827586206896552;0.0;6346;0.8837209302325582;0.8837209302325582;0.0;3367;0.628099173553719;0.628099173553719;0.0;5914;MLPClassifier;;;;;;;relu;(75, 60);invscaling;500000;sgd +0.10785698890686035;0.0;0.010100841522216797;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.48717948717948717;0.48717948717948717;0.0;6135;0.4827586206896552;0.4827586206896552;0.0;6346;0.8837209302325582;0.8837209302325582;0.0;3367;0.628099173553719;0.628099173553719;0.0;5914;MLPClassifier;;;;;;;relu;(20, 60, 80);invscaling;500000;sgd +16.994.109.153.747.500;0.0;0.009734869003295898;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4864864864864865;0.4864864864864865;0.0;6137;0.4827586206896552;0.4827586206896552;0.0;6346;0.8372093023255814;0.8372093023255814;0.0;3657;0.6153846153846154;0.6153846153846154;0.0;5941;MLPClassifier;;;;;;;identity;(60, 60, 80);invscaling;500000;sgd +0.026237010955810547;0.0;0.007643938064575195;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4864864864864865;0.4864864864864865;0.0;6137;0.4827586206896552;0.4827586206896552;0.0;6346;0.8372093023255814;0.8372093023255814;0.0;3657;0.6153846153846154;0.6153846153846154;0.0;5941;MLPClassifier;;;;;;;logistic;(15, 30);constant;500000;sgd +0.16514277458190918;0.0;0.009096145629882812;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4864864864864865;0.4864864864864865;0.0;6137;0.4827586206896552;0.4827586206896552;0.0;6346;0.8372093023255814;0.8372093023255814;0.0;3657;0.6153846153846154;0.6153846153846154;0.0;5941;MLPClassifier;;;;;;;relu;(20, 100, 20);invscaling;500000;sgd +0.09569787979125977;0.0;0.008150100708007812;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4857142857142857;0.4857142857142857;0.0;6140;0.4827586206896552;0.4827586206896552;0.0;6346;0.7906976744186046;0.7906976744186046;0.0;4827;0.6017699115044247;0.6017699115044247;0.0;5968;MLPClassifier;;;;;;;relu;(60, 45);invscaling;500000;sgd +0.5389502048492432;0.0;0.015512943267822266;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.484375;0.484375;0.0;6142;0.4827586206896552;0.4827586206896552;0.0;6346;0.7209302325581395;0.7209302325581395;0.0;5439;0.5794392523364486;0.5794392523364486;0.0;6005;MLPClassifier;;;;;;;tanh;(90, 60);invscaling;500000;sgd +0.22807002067565918;0.0;0.008045196533203125;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.48333333333333334;0.48333333333333334;0.0;6143;0.4827586206896552;0.4827586206896552;0.0;6346;0.6744186046511628;0.6744186046511628;0.0;5890;0.5631067961165049;0.5631067961165049;0.0;6027;MLPClassifier;;;;;;;tanh;(45, 60);invscaling;500000;sgd +0.12286090850830078;0.0;0.009534120559692383;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.48333333333333334;0.48333333333333334;0.0;6143;0.4827586206896552;0.4827586206896552;0.0;6346;0.6744186046511628;0.6744186046511628;0.0;5890;0.5631067961165049;0.5631067961165049;0.0;6027;MLPClassifier;;;;;;;relu;(100, 40, 40);invscaling;500000;sgd +0.138077974319458;0.0;0.008491039276123047;0.0;{'activation': 'relu', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.48214285714285715;0.48214285714285715;0.0;6159;0.4827586206896552;0.4827586206896552;0.0;6346;0.627906976744186;0.627906976744186;0.0;5984;0.5454545454545454;0.5454545454545454;0.0;6055;MLPClassifier;;;;;;;relu;(45, 75);invscaling;500000;sgd +0.18243622779846191;0.0;0.008144140243530273;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.48148148148148145;0.48148148148148145;0.0;6164;0.4827586206896552;0.4827586206896552;0.0;6346;0.6046511627906976;0.6046511627906976;0.0;6006;0.5360824742268042;0.5360824742268042;0.0;6064;MLPClassifier;;;;;;;tanh;85;invscaling;500000;sgd +0.14084601402282715;0.0;0.011288881301879883;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.48;0.48;0.0;6170;0.4827586206896552;0.4827586206896552;0.0;6346;0.5581395348837209;0.5581395348837209;0.0;6034;0.5161290322580644;0.5161290322580644;0.0;6085;MLPClassifier;;;;;;;logistic;(60, 45);constant;500000;sgd +0.11500215530395508;0.0;0.010010957717895508;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4772727272727273;0.4772727272727273;0.0;6174;0.4827586206896552;0.4827586206896552;0.0;6346;0.4883720930232558;0.4883720930232558;0.0;6071;0.4827586206896552;0.4827586206896552;0.0;6110;MLPClassifier;;;;;;;logistic;(45, 90);constant;500000;sgd +0.29471516609191895;0.0;0.015173912048339844;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.47619047619047616;0.47619047619047616;0.0;6175;0.4827586206896552;0.4827586206896552;0.0;6346;0.46511627906976744;0.46511627906976744;0.0;6083;0.4705882352941176;0.4705882352941176;0.0;6119;MLPClassifier;;;;;;;tanh;(100, 40, 60);invscaling;500000;sgd +0.6281931400299072;0.0;0.009116888046264648;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4722222222222222;0.4722222222222222;0.0;6191;0.4827586206896552;0.4827586206896552;0.0;6346;0.3953488372093023;0.3953488372093023;0.0;6116;0.43037974683544306;0.43037974683544306;0.0;6140;MLPClassifier;;;;;;;tanh;(80, 60, 20);invscaling;500000;sgd +0.5273928642272949;0.0;0.009480953216552734;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.46875;0.46875;0.0;6195;0.4827586206896552;0.4827586206896552;0.0;6346;0.3488372093023256;0.3488372093023256;0.0;6145;0.4000000000000001;0.4000000000000001;0.0;6157;MLPClassifier;;;;;;;tanh;(100, 60, 40);invscaling;500000;sgd +0.30101990699768066;0.0;0.0076520442962646484;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 60, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.45454545454545453;0.45454545454545453;0.0;6209;0.4827586206896552;0.4827586206896552;0.0;6346;0.23255813953488372;0.23255813953488372;0.0;6194;0.30769230769230765;0.30769230769230765;0.0;6203;MLPClassifier;;;;;;;relu;(60, 60, 100);invscaling;500000;sgd +0.0809640884399414;0.0;0.009626150131225586;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.45;0.45;0.0;6219;0.4827586206896552;0.4827586206896552;0.0;6346;0.20930232558139536;0.20930232558139536;0.0;6198;0.28571428571428575;0.28571428571428575;0.0;6211;MLPClassifier;;;;;;;relu;(20, 60, 20);invscaling;500000;sgd +0.15114593505859375;0.0;0.009861230850219727;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.45;0.45;0.0;6219;0.4827586206896552;0.4827586206896552;0.0;6346;0.20930232558139536;0.20930232558139536;0.0;6198;0.28571428571428575;0.28571428571428575;0.0;6211;MLPClassifier;;;;;;;relu;(80, 60, 80);invscaling;500000;sgd +0.06198287010192871;0.0;0.0116729736328125;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 40, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4166666666666667;0.4166666666666667;0.0;6254;0.4827586206896552;0.4827586206896552;0.0;6346;0.11627906976744186;0.11627906976744186;0.0;6235;0.1818181818181818;0.1818181818181818;0.0;6239;MLPClassifier;;;;;;;logistic;(20, 40, 100);constant;500000;sgd +0.5529708862304688;0.0;0.008856058120727539;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4;0.4;0.0;6259;0.4827586206896552;0.4827586206896552;0.0;6346;0.09302325581395349;0.09302325581395349;0.0;6241;0.1509433962264151;0.1509433962264151;0.0;6249;MLPClassifier;;;;;;;tanh;(75, 45);invscaling;500000;sgd +0.21733498573303223;0.0;0.010011911392211914;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4;0.4;0.0;6259;0.4827586206896552;0.4827586206896552;0.0;6346;0.09302325581395349;0.09302325581395349;0.0;6241;0.1509433962264151;0.1509433962264151;0.0;6249;MLPClassifier;;;;;;;relu;(100, 100, 40);invscaling;500000;sgd +0.13737988471984863;0.0;0.010003089904785156;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.375;0.375;0.0;6271;0.4827586206896552;0.4827586206896552;0.0;6346;0.06976744186046512;0.06976744186046512;0.0;6251;0.1176470588235294;0.1176470588235294;0.0;6263;MLPClassifier;;;;;;;tanh;(60, 15);invscaling;500000;sgd +0.46624302864074707;0.0;0.009006977081298828;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.375;0.375;0.0;6271;0.4827586206896552;0.4827586206896552;0.0;6346;0.06976744186046512;0.06976744186046512;0.0;6251;0.1176470588235294;0.1176470588235294;0.0;6263;MLPClassifier;;;;;;;tanh;(40, 40, 80);invscaling;500000;sgd +0.20331192016601562;0.0;0.008706092834472656;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 100, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.4827586206896552;0.4827586206896552;0.0;6346;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;logistic;(20, 100, 60);constant;500000;sgd +0.11462712287902832;0.0;0.008874893188476562;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.0;0.0;0.0;6299;0.4827586206896552;0.4827586206896552;0.0;6346;0.0;0.0;0.0;6299;0.0;0.0;0.0;6299;MLPClassifier;;;;;;;relu;(40, 20, 40);invscaling;500000;sgd +0.04525589942932129;0.0;0.00985407829284668;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 55, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4823529411764706;0.4823529411764706;0.0;6146;0.47126436781609193;0.47126436781609193;0.0;6390;0.9534883720930233;0.9534883720930233;0.0;2739;0.6406250000000001;0.6406250000000001;0.0;5862;MLPClassifier;;;;;;;logistic;55;invscaling;500000;sgd +0.0707099437713623;0.0;0.007999897003173828;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4823529411764706;0.4823529411764706;0.0;6146;0.47126436781609193;0.47126436781609193;0.0;6390;0.9534883720930233;0.9534883720930233;0.0;2739;0.6406250000000001;0.6406250000000001;0.0;5862;MLPClassifier;;;;;;;logistic;85;invscaling;500000;sgd +0.18890094757080078;0.0;0.00825190544128418;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4823529411764706;0.4823529411764706;0.0;6146;0.47126436781609193;0.47126436781609193;0.0;6390;0.9534883720930233;0.9534883720930233;0.0;2739;0.6406250000000001;0.6406250000000001;0.0;5862;MLPClassifier;;;;;;;logistic;(15, 30);adaptive;500000;sgd +0.3068349361419678;0.0;0.008522987365722656;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4823529411764706;0.4823529411764706;0.0;6146;0.47126436781609193;0.47126436781609193;0.0;6390;0.9534883720930233;0.9534883720930233;0.0;2739;0.6406250000000001;0.6406250000000001;0.0;5862;MLPClassifier;;;;;;;logistic;(30, 90);adaptive;500000;sgd +0.0735931396484375;0.0;0.009569883346557617;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4823529411764706;0.4823529411764706;0.0;6146;0.47126436781609193;0.47126436781609193;0.0;6390;0.9534883720930233;0.9534883720930233;0.0;2739;0.6406250000000001;0.6406250000000001;0.0;5862;MLPClassifier;;;;;;;logistic;(60, 90);invscaling;500000;sgd +0.1762847900390625;0.0;0.008768081665039062;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4823529411764706;0.4823529411764706;0.0;6146;0.47126436781609193;0.47126436781609193;0.0;6390;0.9534883720930233;0.9534883720930233;0.0;2739;0.6406250000000001;0.6406250000000001;0.0;5862;MLPClassifier;;;;;;;logistic;(20, 80, 60);constant;500000;sgd +0.13481497764587402;0.0;0.008481979370117188;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4823529411764706;0.4823529411764706;0.0;6146;0.47126436781609193;0.47126436781609193;0.0;6390;0.9534883720930233;0.9534883720930233;0.0;2739;0.6406250000000001;0.6406250000000001;0.0;5862;MLPClassifier;;;;;;;logistic;(40, 60, 60);constant;500000;sgd +0.12648916244506836;0.0;0.012862920761108398;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.4823529411764706;0.4823529411764706;0.0;6146;0.47126436781609193;0.47126436781609193;0.0;6390;0.9534883720930233;0.9534883720930233;0.0;2739;0.6406250000000001;0.6406250000000001;0.0;5862;MLPClassifier;;;;;;;logistic;(40, 80, 100);constant;500000;sgd +0.37920594215393066;0.0;0.00844120979309082;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 20, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4823529411764706;0.4823529411764706;0.0;6146;0.47126436781609193;0.47126436781609193;0.0;6390;0.9534883720930233;0.9534883720930233;0.0;2739;0.6406250000000001;0.6406250000000001;0.0;5862;MLPClassifier;;;;;;;logistic;(80, 20, 60);adaptive;500000;sgd +13.129.401.206.970.200;0.0;0.013236045837402344;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4823529411764706;0.4823529411764706;0.0;6146;0.47126436781609193;0.47126436781609193;0.0;6390;0.9534883720930233;0.9534883720930233;0.0;2739;0.6406250000000001;0.6406250000000001;0.0;5862;MLPClassifier;;;;;;;tanh;(100, 80, 80);invscaling;500000;sgd +0.09287118911743164;0.0;0.008584737777709961;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4823529411764706;0.4823529411764706;0.0;6146;0.47126436781609193;0.47126436781609193;0.0;6390;0.9534883720930233;0.9534883720930233;0.0;2739;0.6406250000000001;0.6406250000000001;0.0;5862;MLPClassifier;;;;;;;relu;(20, 40, 40);invscaling;500000;sgd +0.12286901473999023;0.0;0.012832880020141602;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4823529411764706;0.4823529411764706;0.0;6146;0.47126436781609193;0.47126436781609193;0.0;6390;0.9534883720930233;0.9534883720930233;0.0;2739;0.6406250000000001;0.6406250000000001;0.0;5862;MLPClassifier;;;;;;;relu;(20, 100, 80);invscaling;500000;sgd +0.1310107707977295;0.0;0.007603883743286133;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4823529411764706;0.4823529411764706;0.0;6146;0.47126436781609193;0.47126436781609193;0.0;6390;0.9534883720930233;0.9534883720930233;0.0;2739;0.6406250000000001;0.6406250000000001;0.0;5862;MLPClassifier;;;;;;;relu;(60, 20, 100);invscaling;500000;sgd +0.5273520946502686;0.0;0.013384819030761719;0.0;{'activation': 'identity', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4819277108433735;0.4819277108433735;0.0;6160;0.47126436781609193;0.47126436781609193;0.0;6390;0.9302325581395349;0.9302325581395349;0.0;3215;0.6349206349206349;0.6349206349206349;0.0;5891;MLPClassifier;;;;;;;identity;40;invscaling;500000;sgd +0.2898569107055664;0.0;0.009061336517333984;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4819277108433735;0.4819277108433735;0.0;6160;0.47126436781609193;0.47126436781609193;0.0;6390;0.9302325581395349;0.9302325581395349;0.0;3215;0.6349206349206349;0.6349206349206349;0.0;5891;MLPClassifier;;;;;;;logistic;(45, 90);adaptive;500000;sgd +0.1919870376586914;0.0;0.009063959121704102;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4819277108433735;0.4819277108433735;0.0;6160;0.47126436781609193;0.47126436781609193;0.0;6390;0.9302325581395349;0.9302325581395349;0.0;3215;0.6349206349206349;0.6349206349206349;0.0;5891;MLPClassifier;;;;;;;relu;(60, 100, 60);invscaling;500000;sgd +0.10373401641845703;0.0;0.009673833847045898;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4819277108433735;0.4819277108433735;0.0;6160;0.47126436781609193;0.47126436781609193;0.0;6390;0.9302325581395349;0.9302325581395349;0.0;3215;0.6349206349206349;0.6349206349206349;0.0;5891;MLPClassifier;;;;;;;relu;(100, 20, 100);invscaling;500000;sgd +0.12007594108581543;0.0;0.009493112564086914;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.48148148148148145;0.48148148148148145;0.0;6164;0.47126436781609193;0.47126436781609193;0.0;6390;0.9069767441860465;0.9069767441860465;0.0;3336;0.6290322580645161;0.6290322580645161;0.0;5909;MLPClassifier;;;;;;;logistic;(60, 75);constant;500000;sgd +0.13532590866088867;0.0;0.008762836456298828;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.48148148148148145;0.48148148148148145;0.0;6164;0.47126436781609193;0.47126436781609193;0.0;6390;0.9069767441860465;0.9069767441860465;0.0;3336;0.6290322580645161;0.6290322580645161;0.0;5909;MLPClassifier;;;;;;;logistic;(40, 60, 80);constant;500000;sgd +0.1368730068206787;0.0;0.012704133987426758;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.48148148148148145;0.48148148148148145;0.0;6164;0.47126436781609193;0.47126436781609193;0.0;6390;0.9069767441860465;0.9069767441860465;0.0;3336;0.6290322580645161;0.6290322580645161;0.0;5909;MLPClassifier;;;;;;;relu;(60, 20, 40);invscaling;500000;sgd +0.11971616744995117;0.0;0.009026765823364258;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4810126582278481;0.4810126582278481;0.0;6168;0.47126436781609193;0.47126436781609193;0.0;6390;0.8837209302325582;0.8837209302325582;0.0;3367;0.6229508196721312;0.6229508196721312;0.0;5928;MLPClassifier;;;;;;;relu;(60, 40, 40);invscaling;500000;sgd +11.762.819.290.161.100;0.0;0.011131048202514648;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4805194805194805;0.4805194805194805;0.0;6169;0.47126436781609193;0.47126436781609193;0.0;6390;0.8604651162790697;0.8604651162790697;0.0;3618;0.6166666666666667;0.6166666666666667;0.0;5940;MLPClassifier;;;;;;;tanh;(100, 60, 60);invscaling;500000;sgd +11.449.940.204.620.300;0.0;0.008744955062866211;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.48;0.48;0.0;6170;0.47126436781609193;0.47126436781609193;0.0;6390;0.8372093023255814;0.8372093023255814;0.0;3657;0.6101694915254237;0.6101694915254237;0.0;5955;MLPClassifier;;;;;;;identity;(20, 40, 80);invscaling;500000;sgd +29.570.391.178.131.100;0.0;0.011141777038574219;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4788732394366197;0.4788732394366197;0.0;6173;0.47126436781609193;0.47126436781609193;0.0;6390;0.7906976744186046;0.7906976744186046;0.0;4827;0.5964912280701755;0.5964912280701755;0.0;5979;MLPClassifier;;;;;;;identity;(15, 45);invscaling;500000;sgd +2.774.775.981.903.070;0.0;0.00994110107421875;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.47540983606557374;0.47540983606557374;0.0;6181;0.47126436781609193;0.47126436781609193;0.0;6390;0.6744186046511628;0.6744186046511628;0.0;5890;0.5576923076923077;0.5576923076923077;0.0;6034;MLPClassifier;;;;;;;identity;(20, 40, 20);invscaling;500000;sgd +0.4826838970184326;0.0;0.009644031524658203;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4745762711864407;0.4745762711864407;0.0;6183;0.47126436781609193;0.47126436781609193;0.0;6390;0.6511627906976745;0.6511627906976745;0.0;5953;0.5490196078431372;0.5490196078431372;0.0;6050;MLPClassifier;;;;;;;tanh;(80, 40, 100);invscaling;500000;sgd +0.31351208686828613;0.0;0.009485006332397461;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4745762711864407;0.4745762711864407;0.0;6183;0.47126436781609193;0.47126436781609193;0.0;6390;0.6511627906976745;0.6511627906976745;0.0;5953;0.5490196078431372;0.5490196078431372;0.0;6050;MLPClassifier;;;;;;;tanh;(100, 20, 100);invscaling;500000;sgd +0.9508302211761475;0.0;0.009638071060180664;0.0;{'activation': 'identity', 'hidden_layer_sizes': (20, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4727272727272727;0.4727272727272727;0.0;6190;0.47126436781609193;0.47126436781609193;0.0;6390;0.6046511627906976;0.6046511627906976;0.0;6006;0.5306122448979591;0.5306122448979591;0.0;6074;MLPClassifier;;;;;;;identity;(20, 100, 20);invscaling;500000;sgd +0.4531099796295166;0.0;0.008798837661743164;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4594594594594595;0.4594594594594595;0.0;6207;0.47126436781609193;0.47126436781609193;0.0;6390;0.3953488372093023;0.3953488372093023;0.0;6116;0.425;0.425;0.0;6144;MLPClassifier;;;;;;;tanh;100;invscaling;500000;sgd +0.28635430335998535;0.0;0.009694814682006836;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.45454545454545453;0.45454545454545453;0.0;6209;0.47126436781609193;0.47126436781609193;0.0;6390;0.3488372093023256;0.3488372093023256;0.0;6145;0.39473684210526316;0.39473684210526316;0.0;6165;MLPClassifier;;;;;;;logistic;(30, 45);adaptive;500000;sgd +0.25953221321105957;0.0;0.009233951568603516;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.45161290322580644;0.45161290322580644;0.0;6216;0.47126436781609193;0.47126436781609193;0.0;6390;0.32558139534883723;0.32558139534883723;0.0;6155;0.3783783783783784;0.3783783783783784;0.0;6178;MLPClassifier;;;;;;;tanh;(100, 20, 80);invscaling;500000;sgd +0.11834192276000977;0.0;0.008334159851074219;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.44;0.44;0.0;6236;0.47126436781609193;0.47126436781609193;0.0;6390;0.2558139534883721;0.2558139534883721;0.0;6186;0.3235294117647059;0.3235294117647059;0.0;6195;MLPClassifier;;;;;;;relu;(60, 15);invscaling;500000;sgd +0.7415778636932373;0.0;0.016577959060668945;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.42857142857142855;0.42857142857142855;0.0;6244;0.47126436781609193;0.47126436781609193;0.0;6390;0.20930232558139536;0.20930232558139536;0.0;6198;0.28125000000000006;0.28125000000000006;0.0;6213;MLPClassifier;;;;;;;tanh;(60, 60, 40);invscaling;500000;sgd +0.24741196632385254;0.0;0.009011030197143555;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.2857142857142857;0.2857142857142857;0.0;6289;0.47126436781609193;0.47126436781609193;0.0;6390;0.046511627906976744;0.046511627906976744;0.0;6266;0.08;0.08;0.0;6282;MLPClassifier;;;;;;;relu;(60, 40, 100);invscaling;500000;sgd +0.18048977851867676;0.0;0.007796049118041992;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (30, 30), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.47619047619047616;0.47619047619047616;0.0;6175;0.45977011494252873;0.45977011494252873;0.0;6424;0.9302325581395349;0.9302325581395349;0.0;3215;0.6299212598425197;0.6299212598425197;0.0;5905;MLPClassifier;;;;;;;logistic;(30, 30);constant;500000;sgd +0.06811022758483887;0.0;0.010149717330932617;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 40, 80), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.47619047619047616;0.47619047619047616;0.0;6175;0.45977011494252873;0.45977011494252873;0.0;6424;0.9302325581395349;0.9302325581395349;0.0;3215;0.6299212598425197;0.6299212598425197;0.0;5905;MLPClassifier;;;;;;;logistic;(60, 40, 80);constant;500000;sgd +0.11170387268066406;0.0;0.009016036987304688;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.47619047619047616;0.47619047619047616;0.0;6175;0.45977011494252873;0.45977011494252873;0.0;6424;0.9302325581395349;0.9302325581395349;0.0;3215;0.6299212598425197;0.6299212598425197;0.0;5905;MLPClassifier;;;;;;;relu;(20, 20, 80);invscaling;500000;sgd +0.1186668872833252;0.0;0.008740901947021484;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.47619047619047616;0.47619047619047616;0.0;6175;0.45977011494252873;0.45977011494252873;0.0;6424;0.9302325581395349;0.9302325581395349;0.0;3215;0.6299212598425197;0.6299212598425197;0.0;5905;MLPClassifier;;;;;;;relu;(40, 60, 80);invscaling;500000;sgd +0.3693230152130127;0.0;0.010736942291259766;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 45), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.475;0.475;0.0;6182;0.45977011494252873;0.45977011494252873;0.0;6424;0.8837209302325582;0.8837209302325582;0.0;3367;0.6178861788617886;0.6178861788617886;0.0;5933;MLPClassifier;;;;;;;logistic;(45, 45);adaptive;500000;sgd +0.08741307258605957;0.0;0.009472846984863281;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.47435897435897434;0.47435897435897434;0.0;6185;0.45977011494252873;0.45977011494252873;0.0;6424;0.8604651162790697;0.8604651162790697;0.0;3618;0.6115702479338844;0.6115702479338844;0.0;5949;MLPClassifier;;;;;;;logistic;(15, 75);constant;500000;sgd +0.13852334022521973;0.0;0.012047767639160156;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.47435897435897434;0.47435897435897434;0.0;6185;0.45977011494252873;0.45977011494252873;0.0;6424;0.8604651162790697;0.8604651162790697;0.0;3618;0.6115702479338844;0.6115702479338844;0.0;5949;MLPClassifier;;;;;;;relu;(40, 40, 80);invscaling;500000;sgd +0.09615778923034668;0.0;0.008736133575439453;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.47435897435897434;0.47435897435897434;0.0;6185;0.45977011494252873;0.45977011494252873;0.0;6424;0.8604651162790697;0.8604651162790697;0.0;3618;0.6115702479338844;0.6115702479338844;0.0;5949;MLPClassifier;;;;;;;relu;(80, 20, 80);invscaling;500000;sgd +1.218.803.882.598.870;0.0;0.009261131286621094;0.0;{'activation': 'identity', 'hidden_layer_sizes': (60, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.47368421052631576;0.47368421052631576;0.0;6188;0.45977011494252873;0.45977011494252873;0.0;6424;0.8372093023255814;0.8372093023255814;0.0;3657;0.6050420168067226;0.6050420168067226;0.0;5964;MLPClassifier;;;;;;;identity;(60, 75);invscaling;500000;sgd +0.13136792182922363;0.0;0.008471965789794922;0.0;{'activation': 'relu', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.47297297297297297;0.47297297297297297;0.0;6189;0.45977011494252873;0.45977011494252873;0.0;6424;0.813953488372093;0.813953488372093;0.0;3937;0.5982905982905984;0.5982905982905984;0.0;5975;MLPClassifier;;;;;;;relu;100;invscaling;500000;sgd +0.12654900550842285;0.0;0.007921934127807617;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 70, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4714285714285714;0.4714285714285714;0.0;6192;0.45977011494252873;0.45977011494252873;0.0;6424;0.7674418604651163;0.7674418604651163;0.0;5116;0.5840707964601769;0.5840707964601769;0.0;5998;MLPClassifier;;;;;;;tanh;70;invscaling;500000;sgd +0.5338549613952637;0.0;0.008749961853027344;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.46875;0.46875;0.0;6195;0.45977011494252873;0.45977011494252873;0.0;6424;0.6976744186046512;0.6976744186046512;0.0;5651;0.5607476635514019;0.5607476635514019;0.0;6030;MLPClassifier;;;;;;;tanh;(40, 60, 20);invscaling;500000;sgd +0.14607000350952148;0.0;0.009465932846069336;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.46774193548387094;0.46774193548387094;0.0;6197;0.45977011494252873;0.45977011494252873;0.0;6424;0.6744186046511628;0.6744186046511628;0.0;5890;0.5523809523809524;0.5523809523809524;0.0;6042;MLPClassifier;;;;;;;relu;(100, 40, 100);invscaling;500000;sgd +0.665809154510498;0.0;0.00904989242553711;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4444444444444444;0.4444444444444444;0.0;6226;0.45977011494252873;0.45977011494252873;0.0;6424;0.37209302325581395;0.37209302325581395;0.0;6137;0.40506329113924044;0.40506329113924044;0.0;6156;MLPClassifier;;;;;;;tanh;(60, 90);invscaling;500000;sgd +0.142913818359375;0.0;0.009558916091918945;0.0;{'activation': 'relu', 'hidden_layer_sizes': (20, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4230769230769231;0.4230769230769231;0.0;6252;0.45977011494252873;0.45977011494252873;0.0;6424;0.2558139534883721;0.2558139534883721;0.0;6186;0.3188405797101449;0.3188405797101449;0.0;6197;MLPClassifier;;;;;;;relu;(20, 80, 100);invscaling;500000;sgd +0.2902231216430664;0.0;0.007945775985717773;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 40, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.16666666666666666;0.16666666666666666;0.0;6293;0.45977011494252873;0.45977011494252873;0.0;6424;0.023255813953488372;0.023255813953488372;0.0;6284;0.04081632653061224;0.04081632653061224;0.0;6294;MLPClassifier;;;;;;;tanh;(20, 40, 40);invscaling;500000;sgd +0.05672717094421387;0.0;0.008603811264038086;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 5, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4691358024691358;0.4691358024691358;0.0;6194;0.4482758620689655;0.4482758620689655;0.0;6440;0.8837209302325582;0.8837209302325582;0.0;3367;0.6129032258064515;0.6129032258064515;0.0;5946;MLPClassifier;;;;;;;tanh;5;invscaling;500000;sgd +0.17015600204467773;0.0;0.008313894271850586;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4666666666666667;0.4666666666666667;0.0;6198;0.4482758620689655;0.4482758620689655;0.0;6440;0.813953488372093;0.813953488372093;0.0;3937;0.5932203389830508;0.5932203389830508;0.0;5988;MLPClassifier;;;;;;;tanh;(45, 75);invscaling;500000;sgd +12.001.519.203.186.000;0.0;0.010737895965576172;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4657534246575342;0.4657534246575342;0.0;6200;0.4482758620689655;0.4482758620689655;0.0;6440;0.7906976744186046;0.7906976744186046;0.0;4827;0.5862068965517241;0.5862068965517241;0.0;5995;MLPClassifier;;;;;;;tanh;(100, 100, 20);invscaling;500000;sgd +0.09671497344970703;0.0;0.009456157684326172;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4626865671641791;0.4626865671641791;0.0;6203;0.4482758620689655;0.4482758620689655;0.0;6440;0.7209302325581395;0.7209302325581395;0.0;5439;0.5636363636363636;0.5636363636363636;0.0;6025;MLPClassifier;;;;;;;relu;(80, 20, 20);invscaling;500000;sgd +0.15921998023986816;0.0;0.009243965148925781;0.0;{'activation': 'relu', 'hidden_layer_sizes': (60, 100, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4603174603174603;0.4603174603174603;0.0;6206;0.4482758620689655;0.4482758620689655;0.0;6440;0.6744186046511628;0.6744186046511628;0.0;5890;0.5471698113207547;0.5471698113207547;0.0;6054;MLPClassifier;;;;;;;relu;(60, 100, 20);invscaling;500000;sgd +10.300.548.076.629.600;0.0;0.009530067443847656;0.0;{'activation': 'identity', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.44680851063829785;0.44680851063829785;0.0;6222;0.4482758620689655;0.4482758620689655;0.0;6440;0.4883720930232558;0.4883720930232558;0.0;6071;0.4666666666666666;0.4666666666666666;0.0;6120;MLPClassifier;;;;;;;identity;(75, 90);invscaling;500000;sgd +0.26903700828552246;0.0;0.012526988983154297;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4418604651162791;0.4418604651162791;0.0;6232;0.4482758620689655;0.4482758620689655;0.0;6440;0.4418604651162791;0.4418604651162791;0.0;6097;0.4418604651162791;0.4418604651162791;0.0;6129;MLPClassifier;;;;;;;relu;(40, 100, 100);invscaling;500000;sgd +0.8749990463256836;0.0;0.01117706298828125;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.43902439024390244;0.43902439024390244;0.0;6238;0.4482758620689655;0.4482758620689655;0.0;6440;0.4186046511627907;0.4186046511627907;0.0;6108;0.4285714285714286;0.4285714285714286;0.0;6141;MLPClassifier;;;;;;;tanh;(40, 100, 80);invscaling;500000;sgd +0.5607428550720215;0.0;0.009436845779418945;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.42857142857142855;0.42857142857142855;0.0;6244;0.4482758620689655;0.4482758620689655;0.0;6440;0.3488372093023256;0.3488372093023256;0.0;6145;0.38461538461538464;0.38461538461538464;0.0;6173;MLPClassifier;;;;;;;tanh;(60, 100, 80);invscaling;500000;sgd +0.07331085205078125;0.0;0.007122993469238281;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.41379310344827586;0.41379310344827586;0.0;6256;0.4482758620689655;0.4482758620689655;0.0;6440;0.27906976744186046;0.27906976744186046;0.0;6176;0.3333333333333333;0.3333333333333333;0.0;6192;MLPClassifier;;;;;;;tanh;20;invscaling;500000;sgd +4.762.527.942.657.470;0.0;0.00923919677734375;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.3333333333333333;0.3333333333333333;0.0;6282;0.4482758620689655;0.4482758620689655;0.0;6440;0.11627906976744186;0.11627906976744186;0.0;6235;0.1724137931034483;0.1724137931034483;0.0;6240;MLPClassifier;;;;;;;identity;(80, 40, 100);invscaling;500000;sgd +0.29978013038635254;0.0;0.00866389274597168;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.2727272727272727;0.2727272727272727;0.0;6290;0.4482758620689655;0.4482758620689655;0.0;6440;0.06976744186046512;0.06976744186046512;0.0;6251;0.11111111111111109;0.11111111111111109;0.0;6265;MLPClassifier;;;;;;;tanh;(20, 80, 40);invscaling;500000;sgd +1.341.991.901.397.700;0.0;0.009905338287353516;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4634146341463415;0.4634146341463415;0.0;6201;0.4367816091954023;0.4367816091954023;0.0;6452;0.8837209302325582;0.8837209302325582;0.0;3367;0.608;0.608;0.0;5959;MLPClassifier;;;;;;;tanh;(20, 100, 100);invscaling;500000;sgd +0.18081998825073242;0.0;0.009851217269897461;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4634146341463415;0.4634146341463415;0.0;6201;0.4367816091954023;0.4367816091954023;0.0;6452;0.8837209302325582;0.8837209302325582;0.0;3367;0.608;0.608;0.0;5959;MLPClassifier;;;;;;;relu;(80, 80, 40);invscaling;500000;sgd +0.5478127002716064;0.0;0.010068178176879883;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4625;0.4625;0.0;6204;0.4367816091954023;0.4367816091954023;0.0;6452;0.8604651162790697;0.8604651162790697;0.0;3618;0.6016260162601625;0.6016260162601625;0.0;5969;MLPClassifier;;;;;;;logistic;(90, 60);adaptive;500000;sgd +0.05304884910583496;0.0;0.008283138275146484;0.0;{'activation': 'relu', 'hidden_layer_sizes': 15, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.46153846153846156;0.46153846153846156;0.0;6205;0.4367816091954023;0.4367816091954023;0.0;6452;0.8372093023255814;0.8372093023255814;0.0;3657;0.5950413223140496;0.5950413223140496;0.0;5982;MLPClassifier;;;;;;;relu;15;invscaling;500000;sgd +0.12917304039001465;0.0;0.00807499885559082;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (45, 75), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.45454545454545453;0.45454545454545453;0.0;6209;0.4367816091954023;0.4367816091954023;0.0;6452;0.6976744186046512;0.6976744186046512;0.0;5651;0.5504587155963303;0.5504587155963303;0.0;6047;MLPClassifier;;;;;;;logistic;(45, 75);constant;500000;sgd +0.10809016227722168;0.0;0.007567882537841797;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.453125;0.453125;0.0;6213;0.4367816091954023;0.4367816091954023;0.0;6452;0.6744186046511628;0.6744186046511628;0.0;5890;0.5420560747663552;0.5420560747663552;0.0;6059;MLPClassifier;;;;;;;logistic;(15, 60);constant;500000;sgd +0.6783578395843506;0.0;0.009322166442871094;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (80, 60, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.453125;0.453125;0.0;6213;0.4367816091954023;0.4367816091954023;0.0;6452;0.6744186046511628;0.6744186046511628;0.0;5890;0.5420560747663552;0.5420560747663552;0.0;6059;MLPClassifier;;;;;;;tanh;(80, 60, 60);invscaling;500000;sgd +0.23606204986572266;0.0;0.008867979049682617;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.45161290322580644;0.45161290322580644;0.0;6216;0.4367816091954023;0.4367816091954023;0.0;6452;0.6511627906976745;0.6511627906976745;0.0;5953;0.5333333333333333;0.5333333333333333;0.0;6068;MLPClassifier;;;;;;;tanh;(90, 15);invscaling;500000;sgd +0.10035300254821777;0.0;0.008668184280395508;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.44642857142857145;0.44642857142857145;0.0;6223;0.4367816091954023;0.4367816091954023;0.0;6452;0.5813953488372093;0.5813953488372093;0.0;6016;0.5050505050505051;0.5050505050505051;0.0;6095;MLPClassifier;;;;;;;relu;(40, 60, 20);invscaling;500000;sgd +1.079.211.950.302.120;0.0;0.010699033737182617;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4318181818181818;0.4318181818181818;0.0;6242;0.4367816091954023;0.4367816091954023;0.0;6452;0.4418604651162791;0.4418604651162791;0.0;6097;0.4367816091954023;0.4367816091954023;0.0;6134;MLPClassifier;;;;;;;tanh;(90, 90);invscaling;500000;sgd +0.9467940330505371;0.0;0.008743762969970703;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.425;0.425;0.0;6249;0.4367816091954023;0.4367816091954023;0.0;6452;0.3953488372093023;0.3953488372093023;0.0;6116;0.40963855421686746;0.40963855421686746;0.0;6150;MLPClassifier;;;;;;;tanh;(90, 75);invscaling;500000;sgd +0.09453105926513672;0.0;0.009898900985717773;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 20, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.425;0.425;0.0;6249;0.4367816091954023;0.4367816091954023;0.0;6452;0.3953488372093023;0.3953488372093023;0.0;6116;0.40963855421686746;0.40963855421686746;0.0;6150;MLPClassifier;;;;;;;tanh;(20, 20, 40);invscaling;500000;sgd +12.010.538.578.033.400;0.0;0.009903192520141602;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 100, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.425;0.425;0.0;6249;0.4367816091954023;0.4367816091954023;0.0;6452;0.3953488372093023;0.3953488372093023;0.0;6116;0.40963855421686746;0.40963855421686746;0.0;6150;MLPClassifier;;;;;;;tanh;(40, 100, 60);invscaling;500000;sgd +0.33601808547973633;0.0;0.00892186164855957;0.0;{'activation': 'relu', 'hidden_layer_sizes': (75, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4117647058823529;0.4117647058823529;0.0;6258;0.4367816091954023;0.4367816091954023;0.0;6452;0.32558139534883723;0.32558139534883723;0.0;6155;0.36363636363636365;0.36363636363636365;0.0;6182;MLPClassifier;;;;;;;relu;(75, 75);invscaling;500000;sgd +0.195112943649292;0.0;0.008432865142822266;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 30), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.3333333333333333;0.3333333333333333;0.0;6282;0.4367816091954023;0.4367816091954023;0.0;6452;0.13953488372093023;0.13953488372093023;0.0;6227;0.19672131147540986;0.19672131147540986;0.0;6235;MLPClassifier;;;;;;;tanh;(60, 30);invscaling;500000;sgd +0.24697399139404297;0.0;0.009839773178100586;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (80, 80, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.45569620253164556;0.45569620253164556;0.0;6208;0.42528735632183906;0.42528735632183906;0.0;6467;0.8372093023255814;0.8372093023255814;0.0;3657;0.5901639344262295;0.5901639344262295;0.0;5992;MLPClassifier;;;;;;;logistic;(80, 80, 60);constant;500000;sgd +0.10846590995788574;0.0;0.010747909545898438;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4533333333333333;0.4533333333333333;0.0;6212;0.42528735632183906;0.42528735632183906;0.0;6467;0.7906976744186046;0.7906976744186046;0.0;4827;0.576271186440678;0.576271186440678;0.0;6008;MLPClassifier;;;;;;;relu;(40, 20, 20);invscaling;500000;sgd +2.305.490.016.937.250;0.0;0.008112907409667969;0.0;{'activation': 'identity', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4520547945205479;0.4520547945205479;0.0;6215;0.42528735632183906;0.42528735632183906;0.0;6467;0.7674418604651163;0.7674418604651163;0.0;5116;0.5689655172413793;0.5689655172413793;0.0;6016;MLPClassifier;;;;;;;identity;100;invscaling;500000;sgd +15.283.513.069.152.800;0.0;0.008316993713378906;0.0;{'activation': 'identity', 'hidden_layer_sizes': 85, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4507042253521127;0.4507042253521127;0.0;6218;0.42528735632183906;0.42528735632183906;0.0;6467;0.7441860465116279;0.7441860465116279;0.0;5303;0.5614035087719298;0.5614035087719298;0.0;6029;MLPClassifier;;;;;;;identity;85;invscaling;500000;sgd +19.482.200.145.721.400;0.0;0.012335062026977539;0.0;{'activation': 'identity', 'hidden_layer_sizes': (80, 60, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4461538461538462;0.4461538461538462;0.0;6224;0.42528735632183906;0.42528735632183906;0.0;6467;0.6744186046511628;0.6744186046511628;0.0;5890;0.537037037037037;0.537037037037037;0.0;6063;MLPClassifier;;;;;;;identity;(80, 60, 40);invscaling;500000;sgd +0.08007693290710449;0.0;0.0074520111083984375;0.0;{'activation': 'relu', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4444444444444444;0.4444444444444444;0.0;6226;0.42528735632183906;0.42528735632183906;0.0;6467;0.6511627906976745;0.6511627906976745;0.0;5953;0.5283018867924528;0.5283018867924528;0.0;6076;MLPClassifier;;;;;;;relu;40;invscaling;500000;sgd +0.5131721496582031;0.0;0.00913095474243164;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.36;0.36;0.0;6278;0.42528735632183906;0.42528735632183906;0.0;6467;0.20930232558139536;0.20930232558139536;0.0;6198;0.2647058823529412;0.2647058823529412;0.0;6219;MLPClassifier;;;;;;;tanh;(40, 40, 20);invscaling;500000;sgd +0.10448002815246582;0.0;0.007647037506103516;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.34782608695652173;0.34782608695652173;0.0;6281;0.42528735632183906;0.42528735632183906;0.0;6467;0.18604651162790697;0.18604651162790697;0.0;6213;0.24242424242424243;0.24242424242424243;0.0;6223;MLPClassifier;;;;;;;tanh;30;invscaling;500000;sgd +0.21885895729064941;0.0;0.008955001831054688;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.44871794871794873;0.44871794871794873;0.0;6221;0.41379310344827586;0.41379310344827586;0.0;6475;0.813953488372093;0.813953488372093;0.0;3937;0.5785123966942148;0.5785123966942148;0.0;6006;MLPClassifier;;;;;;;tanh;(60, 20, 80);invscaling;500000;sgd +0.19741082191467285;0.0;0.009139060974121094;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 45), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.44594594594594594;0.44594594594594594;0.0;6225;0.41379310344827586;0.41379310344827586;0.0;6475;0.7674418604651163;0.7674418604651163;0.0;5116;0.5641025641025641;0.5641025641025641;0.0;6023;MLPClassifier;;;;;;;logistic;(75, 45);constant;500000;sgd +0.7141151428222656;0.0;0.010699033737182617;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4444444444444444;0.4444444444444444;0.0;6226;0.41379310344827586;0.41379310344827586;0.0;6475;0.7441860465116279;0.7441860465116279;0.0;5303;0.5565217391304347;0.5565217391304347;0.0;6035;MLPClassifier;;;;;;;tanh;(100, 20, 60);invscaling;500000;sgd +0.1949758529663086;0.0;0.009340286254882812;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (75, 60), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.44285714285714284;0.44285714285714284;0.0;6231;0.41379310344827586;0.41379310344827586;0.0;6475;0.7209302325581395;0.7209302325581395;0.0;5439;0.5486725663716814;0.5486725663716814;0.0;6052;MLPClassifier;;;;;;;logistic;(75, 60);constant;500000;sgd +0.1355757713317871;0.0;0.009427070617675781;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 40, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4411764705882353;0.4411764705882353;0.0;6235;0.41379310344827586;0.41379310344827586;0.0;6475;0.6976744186046512;0.6976744186046512;0.0;5651;0.5405405405405405;0.5405405405405405;0.0;6062;MLPClassifier;;;;;;;relu;(100, 40, 80);invscaling;500000;sgd +3.300.868.034.362.790;0.0;0.01792001724243164;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.3;0.3;0.0;6287;0.41379310344827586;0.41379310344827586;0.0;6475;0.13953488372093023;0.13953488372093023;0.0;6227;0.1904761904761905;0.1904761904761905;0.0;6238;MLPClassifier;;;;;;;tanh;(100, 100, 80);invscaling;500000;sgd +0.17605018615722656;0.0;0.009130001068115234;0.0;{'activation': 'relu', 'hidden_layer_sizes': (100, 20, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.1;0.1;0.0;6294;0.41379310344827586;0.41379310344827586;0.0;6475;0.023255813953488372;0.023255813953488372;0.0;6284;0.03773584905660377;0.03773584905660377;0.0;6295;MLPClassifier;;;;;;;relu;(100, 20, 80);invscaling;500000;sgd +0.5442008972167969;0.0;0.011218070983886719;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 75), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.44155844155844154;0.44155844155844154;0.0;6233;0.40229885057471265;0.40229885057471265;0.0;6482;0.7906976744186046;0.7906976744186046;0.0;4827;0.5666666666666667;0.5666666666666667;0.0;6021;MLPClassifier;;;;;;;logistic;(90, 75);adaptive;500000;sgd +0.24529600143432617;0.0;0.01081395149230957;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 80, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.44155844155844154;0.44155844155844154;0.0;6233;0.40229885057471265;0.40229885057471265;0.0;6482;0.7906976744186046;0.7906976744186046;0.0;4827;0.5666666666666667;0.5666666666666667;0.0;6021;MLPClassifier;;;;;;;tanh;(20, 80, 80);invscaling;500000;sgd +28.773.341.178.894.000;0.0;0.011648893356323242;0.0;{'activation': 'identity', 'hidden_layer_sizes': (15, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.44;0.44;0.0;6236;0.40229885057471265;0.40229885057471265;0.0;6482;0.7674418604651163;0.7674418604651163;0.0;5116;0.5593220338983051;0.5593220338983051;0.0;6032;MLPClassifier;;;;;;;identity;(15, 15);invscaling;500000;sgd +0.31402587890625;0.0;0.009025096893310547;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 40), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4383561643835616;0.4383561643835616;0.0;6239;0.40229885057471265;0.40229885057471265;0.0;6482;0.7441860465116279;0.7441860465116279;0.0;5303;0.5517241379310345;0.5517241379310345;0.0;6043;MLPClassifier;;;;;;;tanh;(20, 100, 40);invscaling;500000;sgd +0.18245911598205566;0.0;0.010757923126220703;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (45, 15), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.43283582089552236;0.43283582089552236;0.0;6241;0.40229885057471265;0.40229885057471265;0.0;6482;0.6744186046511628;0.6744186046511628;0.0;5890;0.5272727272727272;0.5272727272727272;0.0;6078;MLPClassifier;;;;;;;tanh;(45, 15);invscaling;500000;sgd +0.1881248950958252;0.0;0.007583141326904297;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 75), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4307692307692308;0.4307692307692308;0.0;6243;0.40229885057471265;0.40229885057471265;0.0;6482;0.6511627906976745;0.6511627906976745;0.0;5953;0.5185185185185186;0.5185185185185186;0.0;6083;MLPClassifier;;;;;;;tanh;(15, 75);invscaling;500000;sgd +0.8375930786132812;0.0;0.009686946868896484;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (20, 100, 80), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4262295081967213;0.4262295081967213;0.0;6248;0.40229885057471265;0.40229885057471265;0.0;6482;0.6046511627906976;0.6046511627906976;0.0;6006;0.4999999999999999;0.4999999999999999;0.0;6103;MLPClassifier;;;;;;;tanh;(20, 100, 80);invscaling;500000;sgd +0.3044900894165039;0.0;0.008690118789672852;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 20, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.42105263157894735;0.42105263157894735;0.0;6253;0.40229885057471265;0.40229885057471265;0.0;6482;0.5581395348837209;0.5581395348837209;0.0;6034;0.48;0.48;0.0;6112;MLPClassifier;;;;;;;tanh;(60, 20, 60);invscaling;500000;sgd +19.809.463.024.139.400;0.0;0.010219097137451172;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 100, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.3953488372093023;0.3953488372093023;0.0;6265;0.40229885057471265;0.40229885057471265;0.0;6482;0.3953488372093023;0.3953488372093023;0.0;6116;0.3953488372093023;0.3953488372093023;0.0;6164;MLPClassifier;;;;;;;tanh;(60, 100, 100);invscaling;500000;sgd +0.23786497116088867;0.0;0.007645845413208008;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 35, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.3902439024390244;0.3902439024390244;0.0;6266;0.40229885057471265;0.40229885057471265;0.0;6482;0.37209302325581395;0.37209302325581395;0.0;6137;0.380952380952381;0.380952380952381;0.0;6175;MLPClassifier;;;;;;;tanh;35;invscaling;500000;sgd +0.8446619510650635;0.0;0.010178804397583008;0.0;{'activation': 'relu', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.38461538461538464;0.38461538461538464;0.0;6267;0.40229885057471265;0.40229885057471265;0.0;6482;0.3488372093023256;0.3488372093023256;0.0;6145;0.3658536585365854;0.3658536585365854;0.0;6181;MLPClassifier;;;;;;;relu;(40, 80, 20);invscaling;500000;sgd +0.11785006523132324;0.0;0.007584810256958008;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (15, 60), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.3783783783783784;0.3783783783783784;0.0;6270;0.40229885057471265;0.40229885057471265;0.0;6482;0.32558139534883723;0.32558139534883723;0.0;6155;0.35000000000000003;0.35000000000000003;0.0;6185;MLPClassifier;;;;;;;tanh;(15, 60);invscaling;500000;sgd +0.30878281593322754;0.0;0.007756948471069336;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 50, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.09090909090909091;0.09090909090909091;0.0;6296;0.40229885057471265;0.40229885057471265;0.0;6482;0.023255813953488372;0.023255813953488372;0.0;6284;0.037037037037037035;0.037037037037037035;0.0;6296;MLPClassifier;;;;;;;tanh;50;invscaling;500000;sgd +0.3397502899169922;0.0;0.009639739990234375;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 90), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.4342105263157895;0.4342105263157895;0.0;6240;0.39080459770114945;0.39080459770114945;0.0;6495;0.7674418604651163;0.7674418604651163;0.0;5116;0.5546218487394958;0.5546218487394958;0.0;6041;MLPClassifier;;;;;;;logistic;(60, 90);adaptive;500000;sgd +0.2185957431793213;0.0;0.00963902473449707;0.0;{'activation': 'relu', 'hidden_layer_sizes': (80, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4166666666666667;0.4166666666666667;0.0;6254;0.39080459770114945;0.39080459770114945;0.0;6495;0.5813953488372093;0.5813953488372093;0.0;6016;0.4854368932038835;0.4854368932038835;0.0;6109;MLPClassifier;;;;;;;relu;(80, 80, 100);invscaling;500000;sgd +0.21568512916564941;0.0;0.009614944458007812;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 80, 100), 'learning_rate': 'constant', 'max_iter': 500000, 'solver': 'sgd'};0.41379310344827586;0.41379310344827586;0.0;6256;0.39080459770114945;0.39080459770114945;0.0;6495;0.5581395348837209;0.5581395348837209;0.0;6034;0.4752475247524752;0.4752475247524752;0.0;6116;MLPClassifier;;;;;;;logistic;(60, 80, 100);constant;500000;sgd +0.1423931121826172;0.0;0.009186744689941406;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 20, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.3958333333333333;0.3958333333333333;0.0;6264;0.39080459770114945;0.39080459770114945;0.0;6495;0.4418604651162791;0.4418604651162791;0.0;6097;0.4175824175824176;0.4175824175824176;0.0;6146;MLPClassifier;;;;;;;tanh;(40, 20, 20);invscaling;500000;sgd +0.19881391525268555;0.0;0.008051156997680664;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 75, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.38095238095238093;0.38095238095238093;0.0;6269;0.39080459770114945;0.39080459770114945;0.0;6495;0.37209302325581395;0.37209302325581395;0.0;6137;0.3764705882352941;0.3764705882352941;0.0;6179;MLPClassifier;;;;;;;tanh;75;invscaling;500000;sgd +0.5138869285583496;0.0;0.008526086807250977;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.3684210526315789;0.3684210526315789;0.0;6274;0.39080459770114945;0.39080459770114945;0.0;6495;0.32558139534883723;0.32558139534883723;0.0;6155;0.34567901234567905;0.34567901234567905;0.0;6187;MLPClassifier;;;;;;;tanh;(40, 80, 100);invscaling;500000;sgd +18.145.310.878.753.600;0.0;0.011226177215576172;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.3611111111111111;0.3611111111111111;0.0;6277;0.39080459770114945;0.39080459770114945;0.0;6495;0.3023255813953488;0.3023255813953488;0.0;6167;0.32911392405063294;0.32911392405063294;0.0;6193;MLPClassifier;;;;;;;tanh;(100, 40, 100);invscaling;500000;sgd +0.5192627906799316;0.0;0.012987136840820312;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (60, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.39622641509433965;0.39622641509433965;0.0;6263;0.3793103448275862;0.3793103448275862;0.0;6502;0.4883720930232558;0.4883720930232558;0.0;6071;0.4375;0.4375;0.0;6132;MLPClassifier;;;;;;;tanh;(60, 40, 100);invscaling;500000;sgd +0.365494966506958;0.0;0.008487939834594727;0.0;{'activation': 'relu', 'hidden_layer_sizes': 65, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.3829787234042553;0.3829787234042553;0.0;6268;0.3793103448275862;0.3793103448275862;0.0;6502;0.4186046511627907;0.4186046511627907;0.0;6108;0.4;0.4;0.0;6158;MLPClassifier;;;;;;;relu;65;invscaling;500000;sgd +0.48227930068969727;0.0;0.008665800094604492;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (20, 80, 40), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.358974358974359;0.358974358974359;0.0;6279;0.3793103448275862;0.3793103448275862;0.0;6502;0.32558139534883723;0.32558139534883723;0.0;6155;0.34146341463414637;0.34146341463414637;0.0;6189;MLPClassifier;;;;;;;logistic;(20, 80, 40);adaptive;500000;sgd +10.063.140.392.303.400;0.0;0.01222085952758789;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 40, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.3333333333333333;0.3333333333333333;0.0;6282;0.3793103448275862;0.3793103448275862;0.0;6502;0.2558139534883721;0.2558139534883721;0.0;6186;0.2894736842105263;0.2894736842105263;0.0;6209;MLPClassifier;;;;;;;tanh;(40, 40, 100);invscaling;500000;sgd +0.1111917495727539;0.0;0.00743412971496582;0.0;{'activation': 'tanh', 'hidden_layer_sizes': 40, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.4;0.4;0.0;6259;0.367816091954023;0.367816091954023;0.0;6506;0.5581395348837209;0.5581395348837209;0.0;6034;0.4660194174757281;0.4660194174757281;0.0;6121;MLPClassifier;;;;;;;tanh;40;invscaling;500000;sgd +0.18713998794555664;0.0;0.007855892181396484;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (30, 45), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.3695652173913043;0.3695652173913043;0.0;6273;0.367816091954023;0.367816091954023;0.0;6506;0.3953488372093023;0.3953488372093023;0.0;6116;0.38202247191011235;0.38202247191011235;0.0;6174;MLPClassifier;;;;;;;tanh;(30, 45);invscaling;500000;sgd +0.4051930904388428;0.0;0.01063084602355957;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (90, 30), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.07142857142857142;0.07142857142857142;0.0;6297;0.367816091954023;0.367816091954023;0.0;6506;0.023255813953488372;0.023255813953488372;0.0;6284;0.03508771929824561;0.03508771929824561;0.0;6297;MLPClassifier;;;;;;;logistic;(90, 30);adaptive;500000;sgd +10.207.200.050.354.000;0.0;0.009678840637207031;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (40, 80, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.25925925925925924;0.25925925925925924;0.0;6292;0.3563218390804598;0.3563218390804598;0.0;6509;0.16279069767441862;0.16279069767441862;0.0;6222;0.2;0.2;0.0;6234;MLPClassifier;;;;;;;tanh;(40, 80, 20);invscaling;500000;sgd +0.922919750213623;0.0;0.009435892105102539;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (75, 90), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.06666666666666667;0.06666666666666667;0.0;6298;0.3563218390804598;0.3563218390804598;0.0;6509;0.023255813953488372;0.023255813953488372;0.0;6284;0.034482758620689655;0.034482758620689655;0.0;6298;MLPClassifier;;;;;;;tanh;(75, 90);invscaling;500000;sgd +145.546.293.258.667;0.0;0.010012149810791016;0.0;{'activation': 'identity', 'hidden_layer_sizes': 20, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.36538461538461536;0.36538461538461536;0.0;6275;0.3448275862068966;0.3448275862068966;0.0;6511;0.4418604651162791;0.4418604651162791;0.0;6097;0.4;0.4;0.0;6158;MLPClassifier;;;;;;;identity;20;invscaling;500000;sgd +0.04036402702331543;0.0;0.008040904998779297;0.0;{'activation': 'logistic', 'hidden_layer_sizes': 100, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.3620689655172414;0.3620689655172414;0.0;6276;0.3218390804597701;0.3218390804597701;0.0;6512;0.4883720930232558;0.4883720930232558;0.0;6071;0.4158415841584159;0.4158415841584159;0.0;6147;MLPClassifier;;;;;;;logistic;100;invscaling;500000;sgd +0.6258971691131592;0.0;0.009350776672363281;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 100, 60), 'learning_rate': 'adaptive', 'max_iter': 500000, 'solver': 'sgd'};0.35185185185185186;0.35185185185185186;0.0;6280;0.3218390804597701;0.3218390804597701;0.0;6512;0.4418604651162791;0.4418604651162791;0.0;6097;0.3917525773195876;0.3917525773195876;0.0;6171;MLPClassifier;;;;;;;logistic;(60, 100, 60);adaptive;500000;sgd +29.137.680.530.548.000;0.0;0.014158964157104492;0.0;{'activation': 'tanh', 'hidden_layer_sizes': (100, 80, 100), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.3;0.3;0.0;6287;0.3218390804597701;0.3218390804597701;0.0;6512;0.27906976744186046;0.27906976744186046;0.0;6176;0.2891566265060241;0.2891566265060241;0.0;6210;MLPClassifier;;;;;;;tanh;(100, 80, 100);invscaling;500000;sgd +0.11160922050476074;0.0;0.0066339969635009766;0.0;{'activation': 'relu', 'hidden_layer_sizes': 30, 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.2647058823529412;0.2647058823529412;0.0;6291;0.3218390804597701;0.3218390804597701;0.0;6512;0.20930232558139536;0.20930232558139536;0.0;6198;0.2337662337662338;0.2337662337662338;0.0;6228;MLPClassifier;;;;;;;relu;30;invscaling;500000;sgd +0.06862020492553711;0.0;0.009697675704956055;0.0;{'activation': 'logistic', 'hidden_layer_sizes': (60, 60, 20), 'learning_rate': 'invscaling', 'max_iter': 500000, 'solver': 'sgd'};0.09523809523809523;0.09523809523809523;0.0;6295;0.3103448275862069;0.3103448275862069;0.0;6516;0.046511627906976744;0.046511627906976744;0.0;6266;0.0625;0.0625;0.0;6283;MLPClassifier;;;;;;;logistic;(60, 60, 20);invscaling;500000;sgd \ No newline at end of file diff --git a/train_classifiers.py b/train_classifiers.py index 80038a3..abd592f 100755 --- a/train_classifiers.py +++ b/train_classifiers.py @@ -2,10 +2,13 @@ import os import pandas as pd import glob +import itertools +from collections import Counter +import numpy as np from sklearn import preprocessing -from sklearn.metrics import f1_score, precision_score, recall_score, make_scorer -from sklearn.model_selection import GridSearchCV +from sklearn.metrics import f1_score, precision_score, recall_score, accuracy_score, make_scorer +from sklearn.model_selection import GridSearchCV, StratifiedShuffleSplit from sklearn.utils import shuffle from sklearn.neural_network import MLPClassifier @@ -13,6 +16,7 @@ from sklearn.naive_bayes import GaussianNB from sklearn.svm import SVC from sklearn.tree import DecisionTreeClassifier from sklearn.ensemble import RandomForestClassifier +from sklearn.utils import resample DIR: str = os.path.dirname(os.path.realpath(__file__)) IN_DIR: str = DIR + '/metrics' @@ -25,6 +29,13 @@ def clean_output(): os.remove(f) +def make_a_lot_of_architectures(min_n: int, max_n: int, step: int, depth: int): + if depth == 1: + return list(range(min_n, max_n + 1, step)) + else: + return list(itertools.product(*([list(range(min_n, max_n + 1, step))] * depth))) + + def get_classifiers() -> list[tuple[any, dict[str, list[str]]]]: return [ (GaussianNB(), {}), @@ -42,8 +53,11 @@ def get_classifiers() -> list[tuple[any, dict[str, list[str]]]]: 'class_weight': ['balanced', 'balanced_subsample'] }), (MLPClassifier(), { - 'max_iter': [10000], - 'hidden_layer_sizes': [(10,), (50,), (100, 20,)], + 'max_iter': [500000], + 'hidden_layer_sizes': + make_a_lot_of_architectures(5, 100, 5, 1) + + make_a_lot_of_architectures(15, 100, 15, 2) + + make_a_lot_of_architectures(20, 100, 20, 3), 'activation': ['identity', 'logistic', 'tanh', 'relu'], 'solver': ['lbfgs', 'sgd', 'adam'], 'learning_rate': ['constant', 'invscaling', 'adaptive'] @@ -51,28 +65,53 @@ def get_classifiers() -> list[tuple[any, dict[str, list[str]]]]: ] -def perform_grid_search(X_scaled, y, random_state: int) -> pd.DataFrame: - # Shuffle according to given random state. This allows for multiple runs - # of grid search that have a deterministic output for a given random_state - X_shuffled, y_shuffled = shuffle(X_scaled, y, random_state=random_state) +def balance_classes_with_upscaling(X, y, random_state: int) -> tuple[any, any]: + # Count class with lower frequency + counts = Counter(y) + minority_class = 0 if counts[0] < counts[1] else 1 + majority_class = 1 if minority_class == 0 else 0 + + X_minority = X[y == minority_class, :] + Y_minority = y[y == minority_class] + X_majority = X[y == majority_class, :] + Y_majority = y[y == majority_class] + + minority_idxs = resample(list(range(len(X_minority))), replace=True, \ + n_samples=counts[majority_class], random_state=random_state) + + X_minority_resampled = np.array([X_minority[i, :] for i in minority_idxs]) + Y_minority_resampled = np.array([Y_minority[i] for i in minority_idxs]) + + X = np.concatenate([X_minority_resampled, X_majority]) + y = np.concatenate([Y_minority_resampled, Y_majority]) + + return (X, y,) + + +def perform_grid_search(X, y, n_splits: int, random_state: int) -> pd.DataFrame: + # Balance classes in training set by upsampling the minority class + X_upscaled, y_upscaled = balance_classes_with_upscaling(X, y, random_state) dfs: list[pd.DataFrame] = [] + sss = StratifiedShuffleSplit(n_splits=n_splits, train_size=0.8, random_state=random_state) for classifier, grid in get_classifiers(): # cross-validation splits are same across calls as data is not shuffled # see: https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.GridSearchCV.html - clf = GridSearchCV(classifier, grid, cv=5, n_jobs=-1, scoring={ + clf = GridSearchCV(classifier, grid, cv=sss, n_jobs=-1, refit='f1', verbose=4, scoring={ 'precision': make_scorer(precision_score, average='binary', zero_division=0), + 'accuracy': make_scorer(accuracy_score), 'recall': make_scorer(recall_score, average='binary'), 'f1': make_scorer(f1_score, average='binary') - }, refit='f1') + }) - clf.fit(X_shuffled, y_shuffled) + clf.fit(X_upscaled, y_upscaled) df_classifier = pd.DataFrame(clf.cv_results_) df_classifier['classifier'] = type(classifier).__name__ dfs.append(df_classifier) + print(type(classifier).__name__ + " done") return pd.concat(dfs, ignore_index=True) @@ -94,9 +133,10 @@ def main(): clean_output() X, y = load_dataset() - df = perform_grid_search(X, y, 0xDEADB017) + df = perform_grid_search(X, y, 1, 0xDEADB017) df.to_csv(OUT_DIR + '/models.csv', index=False) + df.to_csv(OUT_DIR + '/models_eu.csv', index=False, sep=';') if __name__ == '__main__':