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