ima-preparation/bug-2022/models/models.csv

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
0.0006850719451904297,6.580190380137944e-05,0.0026552677154541016,9.092660721499006e-05,{},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,,,,,,,,,,,
0.006151342391967773,0.0011809881316627278,0.0030619144439697266,0.00010675984648187538,"{'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,,,,,,,,,
0.004233360290527344,0.00031994867240936074,0.003114652633666992,1.7857790310006184e-05,"{'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,,,,,,,,,
0.004271554946899414,9.171382321961535e-05,0.004574728012084961,6.672797244347188e-05,"{'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,,,,,,,,,
0.002977466583251953,0.00010405517697320304,0.003174591064453125,6.11163880285661e-05,"{'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,,,,,,,,,
0.005846929550170898,0.0011717428398146231,0.0029455184936523437,7.307597513177465e-06,"{'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,,,,,,,,,
0.003804731369018555,0.0002341836270486602,0.0031124114990234374,0.0001769845590183892,"{'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,,,,,,,,,
0.0042511940002441405,0.00014782916314443731,0.0045261383056640625,0.0001086075530760813,"{'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,,,,,,,,,
0.0029306888580322267,0.000130469774447464,0.0031705856323242187,0.00010769233941365523,"{'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,,,,,,,,,
0.0015916824340820312,0.00021196642626450084,0.0025609493255615234,1.7725006340772922e-05,"{'criterion': 'gini', 'splitter': 'best'}",0.2857142857142857,0.5294117647058824,0.5333333333333333,0.391304347826087,0.4444444444444444,0.4368416352048065,0.09257515832851611,1,0.26666666666666666,0.6,0.5333333333333333,0.6,0.5333333333333333,0.5066666666666666,0.12364824660660938,1,0.2758620689655172,0.5625,0.5333333333333333,0.47368421052631576,0.4848484848484848,0.46604561953473017,0.10041191429570306,1,DecisionTreeClassifier,,,gini,best,,,,,,,
0.0007139205932617188,1.5094438221233843e-05,0.002562808990478516,8.792959945190052e-06,"{'criterion': 'gini', 'splitter': 'random'}",0.2857142857142857,0.35,0.6666666666666666,0.2857142857142857,0.4666666666666667,0.4109523809523809,0.14392930993547978,2,0.26666666666666666,0.4666666666666667,0.5333333333333333,0.26666666666666666,0.4666666666666667,0.4,0.1115546702045434,3,0.2758620689655172,0.4,0.5925925925925926,0.2758620689655172,0.4666666666666667,0.4021966794380587,0.12027691050759233,3,DecisionTreeClassifier,,,gini,random,,,,,,,
0.0016063690185546876,6.859938522755814e-05,0.002575397491455078,3.265969054108275e-05,"{'criterion': 'entropy', 'splitter': 'best'}",0.15384615384615385,0.4666666666666667,0.5,0.3333333333333333,0.47058823529411764,0.38488687782805425,0.12909010149367547,4,0.13333333333333333,0.4666666666666667,0.3333333333333333,0.4,0.5333333333333333,0.37333333333333335,0.13727506854649335,4,0.14285714285714288,0.4666666666666667,0.4,0.3636363636363636,0.5,0.3746320346320346,0.1254364692894946,4,DecisionTreeClassifier,,,entropy,best,,,,,,,
0.000733184814453125,1.9317143518566763e-05,0.002565288543701172,8.026743092537236e-06,"{'criterion': 'entropy', 'splitter': 'random'}",0.42105263157894735,0.35,0.6153846153846154,0.29411764705882354,0.35294117647058826,0.4066992140985949,0.11183465833936787,3,0.5333333333333333,0.4666666666666667,0.5333333333333333,0.3333333333333333,0.4,0.4533333333333333,0.07774602526460402,2,0.47058823529411764,0.4,0.5714285714285715,0.3125,0.37500000000000006,0.4259033613445379,0.08865301283007822,2,DecisionTreeClassifier,,,entropy,random,,,,,,,
0.12626852989196777,0.0017556984135065749,0.010116910934448243,2.9770299873584688e-05,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'sqrt'}",0.6,0.4444444444444444,0.8571428571428571,0.5555555555555556,0.5714285714285714,0.6057142857142856,0.13634393988018276,6,0.4,0.26666666666666666,0.4,0.3333333333333333,0.26666666666666666,0.33333333333333337,0.059628479399994404,7,0.48,0.33333333333333337,0.5454545454545455,0.4166666666666667,0.36363636363636365,0.4278181818181818,0.07711329958813892,7,RandomForestClassifier,,,gini,,balanced,sqrt,,,,,
0.12432093620300293,0.00046870437713749936,0.009902667999267579,8.059893727089631e-05,"{'class_weight': 'balanced', 'criterion': 'gini', 'max_features': 'log2'}",0.6,0.4444444444444444,0.8333333333333334,0.5,0.625,0.6005555555555555,0.1336154422952418,8,0.4,0.26666666666666666,0.3333333333333333,0.4,0.3333333333333333,0.3466666666666666,0.0498887651569859,6,0.48,0.33333333333333337,0.47619047619047616,0.4444444444444445,0.43478260869565216,0.43375017253278125,0.05317744049174164,6,RandomForestClassifier,,,gini,,balanced,log2,,,,,
0.12819743156433105,0.0008136834272914408,0.009805107116699218,8.574104926436194e-05,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.6666666666666666,0.5454545454545454,1.0,0.45454545454545453,0.8571428571428571,0.7047619047619047,0.19991190128768369,2,0.4,0.4,0.2,0.3333333333333333,0.4,0.3466666666666667,0.07774602526460402,4,0.5,0.4615384615384615,0.33333333333333337,0.3846153846153846,0.5454545454545455,0.44498834498834494,0.0768184638650558,4,RandomForestClassifier,,,entropy,,balanced,sqrt,,,,,
0.12915968894958496,0.000995752779460941,0.009845876693725586,0.00012038656653468384,"{'class_weight': 'balanced', 'criterion': 'entropy', 'max_features': 'log2'}",0.5454545454545454,0.5384615384615384,0.8333333333333334,0.5454545454545454,0.625,0.6175407925407925,0.11248861533622863,5,0.4,0.4666666666666667,0.3333333333333333,0.4,0.3333333333333333,0.38666666666666666,0.0498887651569859,2,0.4615384615384615,0.5,0.47619047619047616,0.4615384615384615,0.43478260869565216,0.4668100015926102,0.021311506107381768,3,RandomForestClassifier,,,entropy,,balanced,log2,,,,,
0.1547520637512207,0.0013918581655943387,0.009849882125854493,0.00014705742997790706,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'sqrt'}",0.6666666666666666,0.5,1.0,0.6666666666666666,0.7142857142857143,0.7095238095238094,0.16246402008792363,1,0.4,0.3333333333333333,0.3333333333333333,0.4,0.3333333333333333,0.36,0.03265986323710906,3,0.5,0.4,0.5,0.5,0.4545454545454545,0.4709090909090909,0.0395846201037768,2,RandomForestClassifier,,,gini,,balanced_subsample,sqrt,,,,,
0.15592341423034667,0.002889721271852825,0.009905004501342773,0.0001107766304577005,"{'class_weight': 'balanced_subsample', 'criterion': 'gini', 'max_features': 'log2'}",0.5454545454545454,0.5,0.75,0.5555555555555556,0.6666666666666666,0.6035353535353536,0.0914685367488628,7,0.4,0.3333333333333333,0.2,0.3333333333333333,0.4,0.3333333333333333,0.07302967433402216,8,0.4615384615384615,0.4,0.31578947368421056,0.4166666666666667,0.5,0.41879892037786776,0.06227226626968653,8,RandomForestClassifier,,,gini,,balanced_subsample,log2,,,,,
0.15846052169799804,0.0011929362041705569,0.009829998016357422,8.474551418914386e-05,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'sqrt'}",0.5454545454545454,0.6,1.0,0.5,0.6666666666666666,0.6624242424242424,0.17772772481794266,3,0.4,0.4,0.2,0.3333333333333333,0.4,0.3466666666666667,0.07774602526460402,4,0.4615384615384615,0.48,0.33333333333333337,0.4,0.5,0.43497435897435893,0.06085293380705407,5,RandomForestClassifier,,,entropy,,balanced_subsample,sqrt,,,,,
0.15873494148254394,0.0008331301448108974,0.009905576705932617,0.00010603994310290327,"{'class_weight': 'balanced_subsample', 'criterion': 'entropy', 'max_features': 'log2'}",0.6666666666666666,0.5833333333333334,0.7142857142857143,0.5833333333333334,0.6666666666666666,0.6428571428571429,0.05161781759209236,4,0.4,0.4666666666666667,0.3333333333333333,0.4666666666666667,0.4,0.4133333333333333,0.04988876515698589,1,0.5,0.5185185185185186,0.4545454545454545,0.5185185185185186,0.5,0.4983164983164984,0.023400067816692384,1,RandomForestClassifier,,,entropy,,balanced_subsample,log2,,,,,
0.008099079132080078,0.0008577040966291218,0.0025570869445800783,1.4717515353287068e-05,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'lbfgs'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,2,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,62,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,34,MLPClassifier,,,,,,,identity,"(10,)",constant,2000,lbfgs
0.15104808807373046,0.010033015061309124,0.002727985382080078,0.00014388666926883195,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'sgd'}",0.5,0.6666666666666666,0.6666666666666666,0.5714285714285714,0.7,0.6209523809523809,0.07417574277569809,39,0.2,0.4,0.26666666666666666,0.26666666666666666,0.4666666666666667,0.32,0.09797958971132713,62,0.28571428571428575,0.5,0.3809523809523809,0.36363636363636365,0.56,0.4180606060606061,0.09870706446286803,64,MLPClassifier,,,,,,,identity,"(10,)",constant,2000,sgd
0.1728518009185791,0.03392474982925183,0.002622032165527344,2.9760751340894407e-05,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'adam'}",0.6,0.6666666666666666,1.0,0.6,0.6363636363636364,0.7006060606060606,0.15176222279650461,20,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,62,0.3,0.5,0.5,0.3,0.5384615384615385,0.42769230769230776,0.10520197536786931,54,MLPClassifier,,,,,,,identity,"(10,)",constant,2000,adam
0.008796119689941406,0.0007829260525204332,0.0025585174560546877,9.724906506689817e-06,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'lbfgs'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,2,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,62,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,34,MLPClassifier,,,,,,,identity,"(10,)",invscaling,2000,lbfgs
0.18587260246276854,0.19831764933297386,0.0026339054107666015,6.276408831152697e-05,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'sgd'}",0.22807017543859648,0.050505050505050504,0.05217391304347826,0.2727272727272727,0.21052631578947367,0.16280054550077433,0.0932419316678663,97,0.8666666666666667,0.3333333333333333,0.4,0.2,0.26666666666666666,0.4133333333333334,0.23626726862225803,36,0.3611111111111111,0.08771929824561404,0.09230769230769231,0.23076923076923075,0.23529411764705882,0.2014402900161414,0.10231659432562291,95,MLPClassifier,,,,,,,identity,"(10,)",invscaling,2000,sgd
0.1552041530609131,0.022363558334643794,0.0025978565216064455,5.9034751144310764e-05,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'adam'}",0.6,0.5555555555555556,1.0,0.5,0.7777777777777778,0.6866666666666666,0.18222222222222223,23,0.2,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.4666666666666667,0.32,0.08844332774281066,62,0.3,0.4166666666666667,0.5,0.3478260869565218,0.5833333333333334,0.4295652173913044,0.10221594366260275,51,MLPClassifier,,,,,,,identity,"(10,)",invscaling,2000,adam
0.00925898551940918,0.0013819938315561024,0.002606487274169922,5.893522093002462e-06,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'lbfgs'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,2,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,62,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,34,MLPClassifier,,,,,,,identity,"(10,)",adaptive,2000,lbfgs
0.1933866024017334,0.04000210605141511,0.002638578414916992,8.965806668459914e-05,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'sgd'}",0.2857142857142857,0.6666666666666666,1.0,0.8,0.8333333333333334,0.7171428571428572,0.24043799791006884,15,0.13333333333333333,0.4,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.27999999999999997,0.08844332774281068,88,0.18181818181818182,0.5,0.4210526315789474,0.4,0.47619047619047616,0.3958122579175211,0.11292813805682582,73,MLPClassifier,,,,,,,identity,"(10,)",adaptive,2000,sgd
0.17198996543884276,0.014366616866441891,0.002631092071533203,3.841591444811413e-05,"{'activation': 'identity', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'adam'}",0.6,0.6363636363636364,1.0,0.5,0.7,0.6872727272727273,0.1692570054216295,22,0.2,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.4666666666666667,0.3466666666666667,0.10666666666666667,58,0.3,0.5384615384615385,0.5,0.3478260869565218,0.56,0.44925752508361205,0.10522565841902934,25,MLPClassifier,,,,,,,identity,"(10,)",adaptive,2000,adam
0.012585306167602539,0.000979291868508052,0.0027656078338623045,1.4580148974509672e-05,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'lbfgs'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,2,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,62,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,34,MLPClassifier,,,,,,,identity,"(50,)",constant,2000,lbfgs
0.16537809371948242,0.008786130719783455,0.0027808189392089845,3.6798917156490344e-05,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'sgd'}",0.5,0.6666666666666666,1.0,0.5,0.8571428571428571,0.7047619047619047,0.19783407693181893,19,0.13333333333333333,0.4,0.26666666666666666,0.26666666666666666,0.4,0.29333333333333333,0.0997775303139718,84,0.2105263157894737,0.5,0.4210526315789474,0.3478260869565218,0.5454545454545455,0.40497191595589765,0.11840526386863336,70,MLPClassifier,,,,,,,identity,"(50,)",constant,2000,sgd
0.14404630661010742,0.015272942747573636,0.0028447628021240233,0.00014351106461567623,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'adam'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,2,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,62,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,34,MLPClassifier,,,,,,,identity,"(50,)",constant,2000,adam
0.015313816070556641,0.0017379568622115857,0.0029599666595458984,2.9565057424372053e-05,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'lbfgs'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,2,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,62,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,34,MLPClassifier,,,,,,,identity,"(50,)",invscaling,2000,lbfgs
0.216469144821167,0.14294536265917898,0.0030591487884521484,0.0002157619907290816,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'sgd'}",0.10084033613445378,0.45,0.06779661016949153,0.3157894736842105,0.08235294117647059,0.2033558722329253,0.15297195723025864,94,0.8,0.6,0.5333333333333333,0.4,0.4666666666666667,0.5599999999999999,0.13727506854649335,3,0.17910447761194032,0.5142857142857143,0.12030075187969924,0.35294117647058826,0.13999999999999999,0.2613264240495884,0.1508313331092388,91,MLPClassifier,,,,,,,identity,"(50,)",invscaling,2000,sgd
0.12245230674743653,0.01571903292549818,0.0028194904327392576,5.204419279482121e-05,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'adam'}",0.5,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7088888888888889,0.171327424599079,16,0.13333333333333333,0.4,0.3333333333333333,0.2,0.4666666666666667,0.30666666666666664,0.12364824660660939,79,0.2105263157894737,0.5,0.5,0.3,0.5833333333333334,0.41877192982456146,0.139820929315128,61,MLPClassifier,,,,,,,identity,"(50,)",invscaling,2000,adam
0.013074159622192383,0.00110892402085031,0.002779102325439453,3.5329933075703575e-05,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'lbfgs'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,2,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,62,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,34,MLPClassifier,,,,,,,identity,"(50,)",adaptive,2000,lbfgs
0.21894264221191406,0.005970159757431703,0.002814579010009766,3.21369849790746e-05,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'sgd'}",0.4,0.6666666666666666,0.8333333333333334,0.5,0.875,0.655,0.18405916923038032,31,0.13333333333333333,0.4,0.3333333333333333,0.26666666666666666,0.4666666666666667,0.32,0.11469767022723504,62,0.2,0.5,0.47619047619047616,0.3478260869565218,0.608695652173913,0.4265424430641821,0.14039834378055752,57,MLPClassifier,,,,,,,identity,"(50,)",adaptive,2000,sgd
0.12572059631347657,0.014581706279528157,0.0027783393859863283,3.9931916350994976e-05,"{'activation': 'identity', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'adam'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,2,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,62,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,34,MLPClassifier,,,,,,,identity,"(50,)",adaptive,2000,adam
0.024271440505981446,0.0024051801511352474,0.0028935909271240235,1.4507608914317418e-05,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'lbfgs'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,2,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,62,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,34,MLPClassifier,,,,,,,identity,"(100, 20)",constant,2000,lbfgs
0.1995415210723877,0.014005705260322871,0.002883291244506836,1.1604496241457817e-05,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'sgd'}",0.5,0.5555555555555556,1.0,0.8,0.75,0.721111111111111,0.17951924825440632,14,0.13333333333333333,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.4,0.29333333333333333,0.09043106644167025,84,0.2105263157894737,0.4166666666666667,0.5,0.4,0.5217391304347827,0.4097864225781846,0.11001781703952415,66,MLPClassifier,,,,,,,identity,"(100, 20)",constant,2000,sgd
0.08482556343078614,0.00858250465181175,0.0028546810150146484,3.787468050590438e-05,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'adam'}",0.5,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7088888888888889,0.171327424599079,16,0.13333333333333333,0.4,0.3333333333333333,0.2,0.4666666666666667,0.30666666666666664,0.12364824660660939,79,0.2105263157894737,0.5,0.5,0.3,0.5833333333333334,0.41877192982456146,0.139820929315128,61,MLPClassifier,,,,,,,identity,"(100, 20)",constant,2000,adam
0.026322650909423827,0.006951240278774135,0.0028723716735839845,5.504890350066285e-05,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'lbfgs'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,2,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,62,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,34,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,2000,lbfgs
0.5902967929840088,0.4947132377030587,0.003011655807495117,7.201652514832687e-05,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'sgd'}",0.031746031746031744,0.07692307692307693,0.38461538461538464,0.30303030303030304,0.1875,0.19676295926295925,0.132860278671111,95,0.13333333333333333,0.06666666666666667,0.3333333333333333,0.6666666666666666,1.0,0.44000000000000006,0.3492213560989012,21,0.05128205128205127,0.07142857142857144,0.3571428571428571,0.41666666666666663,0.3157894736842105,0.2424619240408714,0.15144509880550114,93,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,2000,sgd
0.10125746726989746,0.020092117856623196,0.003088855743408203,3.33576818035159e-05,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'adam'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,2,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,62,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,34,MLPClassifier,,,,,,,identity,"(100, 20)",invscaling,2000,adam
0.025087738037109376,0.0023562096242397443,0.003136444091796875,4.823400542614839e-05,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'lbfgs'}",0.6,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7288888888888889,0.15032475133589124,2,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,62,0.3,0.5,0.5,0.3,0.5833333333333334,0.4366666666666667,0.1156623438193165,34,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,2000,lbfgs
0.28614034652709963,0.01942041805413976,0.003112649917602539,6.820165051569762e-05,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'sgd'}",0.4,0.6666666666666666,0.8333333333333334,0.5,0.75,0.63,0.15930404193798028,36,0.13333333333333333,0.4,0.3333333333333333,0.26666666666666666,0.4,0.30666666666666664,0.09977753031397178,79,0.2,0.5,0.47619047619047616,0.3478260869565218,0.5217391304347827,0.40915113871635606,0.12077152399832256,67,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,2000,sgd
0.09475750923156738,0.015189726775284797,0.003164052963256836,7.11625742522483e-05,"{'activation': 'identity', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'adam'}",0.5,0.6666666666666666,1.0,0.6,0.7777777777777778,0.7088888888888889,0.171327424599079,16,0.2,0.4,0.3333333333333333,0.2,0.4666666666666667,0.32,0.10666666666666667,62,0.28571428571428575,0.5,0.5,0.3,0.5833333333333334,0.43380952380952387,0.11912759218566725,47,MLPClassifier,,,,,,,identity,"(100, 20)",adaptive,2000,adam
0.08374733924865722,0.05444063553484188,0.0027741909027099608,0.000124754343529859,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'lbfgs'}",0.375,0.4,0.3076923076923077,0.4,0.4,0.37653846153846154,0.03575889015129065,90,0.4,0.5333333333333333,0.26666666666666666,0.4,0.5333333333333333,0.42666666666666664,0.09977753031397177,27,0.38709677419354843,0.4571428571428572,0.28571428571428575,0.4000000000000001,0.4571428571428572,0.3974193548387097,0.06280928486086065,72,MLPClassifier,,,,,,,logistic,"(10,)",constant,2000,lbfgs
0.2563054084777832,0.068022990358841,0.002654266357421875,5.206559579687784e-05,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 2000, '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,2000,sgd
0.2684628009796143,0.04886502422785039,0.002822732925415039,0.0003420467174041686,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'adam'}",0.5,0.5,1.0,0.0,0.0,0.4,0.37416573867739417,89,0.13333333333333333,0.2,0.26666666666666666,0.0,0.0,0.12000000000000002,0.10666666666666666,101,0.2105263157894737,0.28571428571428575,0.4210526315789474,0.0,0.0,0.18345864661654138,0.164288725218017,97,MLPClassifier,,,,,,,logistic,"(10,)",constant,2000,adam
0.05606975555419922,0.019881312814324696,0.002645730972290039,0.00011705211071012773,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'lbfgs'}",0.5384615384615384,0.4,0.45454545454545453,0.29411764705882354,0.35,0.4074249280131633,0.08435902930814568,85,0.4666666666666667,0.5333333333333333,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.42666666666666664,0.08,27,0.5,0.4571428571428572,0.3846153846153846,0.3125,0.4,0.41085164835164834,0.06413961514265948,65,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,2000,lbfgs
0.051946496963500975,0.025425697744154596,0.0028020858764648436,7.698068888140992e-05,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'sgd'}",0.1,0.09395973154362416,0.0,0.0,0.08,0.05479194630872484,0.0452054073098761,101,1.0,0.9333333333333333,0.0,0.0,0.6666666666666666,0.52,0.43898873688411544,5,0.18181818181818182,0.17073170731707316,0.0,0.0,0.14285714285714285,0.09908140639847957,0.0818898100118384,101,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,2000,sgd
0.2647424221038818,0.032469352431078256,0.0026558876037597657,1.970705153181386e-05,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'adam'}",0.5,0.6666666666666666,1.0,0.4444444444444444,0.0,0.5222222222222221,0.3250830852961732,52,0.13333333333333333,0.4,0.3333333333333333,0.26666666666666666,0.0,0.22666666666666666,0.14360439485692011,95,0.2105263157894737,0.5,0.5,0.33333333333333337,0.0,0.30877192982456136,0.1890671401979101,87,MLPClassifier,,,,,,,logistic,"(10,)",invscaling,2000,adam
0.05726437568664551,0.014074238897767101,0.002609443664550781,1.5434652400002146e-05,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'lbfgs'}",0.42857142857142855,0.3888888888888889,0.6363636363636364,0.36363636363636365,0.42105263157894735,0.447702589807853,0.09715492153244867,76,0.4,0.4666666666666667,0.4666666666666667,0.26666666666666666,0.5333333333333333,0.42666666666666664,0.09043106644167025,27,0.4137931034482759,0.42424242424242425,0.5384615384615385,0.30769230769230765,0.47058823529411764,0.43095552182773283,0.07571225770242723,50,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,2000,lbfgs
0.3451257228851318,0.033600078690364,0.0028297901153564453,0.00010120052859671442,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 2000, '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,2000,sgd
0.30155510902404786,0.030713667318513875,0.0028297901153564453,7.387729670184067e-05,"{'activation': 'logistic', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'adam'}",0.3333333333333333,0.625,0.0,0.8,0.8,0.5116666666666667,0.30748080337550254,56,0.06666666666666667,0.3333333333333333,0.0,0.26666666666666666,0.26666666666666666,0.18666666666666668,0.12927146286443544,100,0.1111111111111111,0.43478260869565216,0.0,0.4,0.4,0.26917874396135266,0.1783791550789974,90,MLPClassifier,,,,,,,logistic,"(10,)",adaptive,2000,adam
0.052263832092285155,0.010021098228717672,0.00289154052734375,2.6042905684266816e-05,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'lbfgs'}",0.5333333333333333,0.4375,0.625,0.5454545454545454,0.4375,0.5157575757575757,0.07123653675581337,54,0.5333333333333333,0.4666666666666667,0.6666666666666666,0.4,0.4666666666666667,0.5066666666666666,0.09043106644167023,7,0.5333333333333333,0.45161290322580644,0.6451612903225806,0.4615384615384615,0.45161290322580644,0.5086517783291977,0.07479379277351635,2,MLPClassifier,,,,,,,logistic,"(50,)",constant,2000,lbfgs
0.5655279159545898,0.07512400593021162,0.0029040813446044923,3.349067401552925e-05,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'sgd'}",0.6666666666666666,0.5,1.0,1.0,0.0,0.6333333333333333,0.3711842908553348,34,0.13333333333333333,0.06666666666666667,0.06666666666666667,0.2,0.0,0.09333333333333334,0.0679869268479038,102,0.2222222222222222,0.11764705882352941,0.125,0.33333333333333337,0.0,0.159640522875817,0.11183396164850781,98,MLPClassifier,,,,,,,logistic,"(50,)",constant,2000,sgd
0.24301319122314452,0.03255184213920236,0.002986240386962891,6.190338114079057e-05,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'adam'}",0.6,0.6,1.0,0.5,0.6363636363636364,0.6672727272727272,0.17244953747460912,27,0.2,0.4,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.3466666666666667,0.08844332774281068,58,0.3,0.48,0.5,0.4,0.5384615384615385,0.4436923076923078,0.0848840490030249,30,MLPClassifier,,,,,,,logistic,"(50,)",constant,2000,adam
0.048793363571166995,0.004735892022728418,0.003001546859741211,0.00012072275724694732,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'lbfgs'}",0.5,0.6,0.5833333333333334,0.4,0.2631578947368421,0.4692982456140351,0.1251604080035285,66,0.4,0.4,0.4666666666666667,0.4,0.3333333333333333,0.39999999999999997,0.0421637021355784,45,0.4444444444444445,0.48,0.5185185185185186,0.4000000000000001,0.29411764705882354,0.4274161220043573,0.0772978677705544,55,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,2000,lbfgs
0.1737919807434082,0.14141985684247554,0.0030063629150390626,8.554591514890458e-05,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 2000, '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,2000,sgd
0.24541592597961426,0.029596898239442518,0.002995014190673828,6.373299214369332e-05,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'adam'}",0.6,0.6,1.0,0.5454545454545454,0.6363636363636364,0.6763636363636364,0.16440224807937914,25,0.2,0.4,0.3333333333333333,0.4,0.4666666666666667,0.36000000000000004,0.09043106644167025,54,0.3,0.48,0.5,0.4615384615384615,0.5384615384615385,0.45600000000000007,0.08207140778816557,21,MLPClassifier,,,,,,,logistic,"(50,)",invscaling,2000,adam
0.0619084358215332,0.016216182933783792,0.003048133850097656,4.2037299664991244e-05,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'lbfgs'}",0.5384615384615384,0.47058823529411764,0.4666666666666667,0.3157894736842105,0.2777777777777778,0.4138567383768622,0.09966782770243843,84,0.4666666666666667,0.5333333333333333,0.4666666666666667,0.4,0.3333333333333333,0.44000000000000006,0.06798692684790379,21,0.5,0.5,0.4666666666666667,0.35294117647058826,0.303030303030303,0.42452762923351167,0.08130692032997999,58,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,2000,lbfgs
0.6454514980316162,0.05876679179645843,0.0031280517578125,5.026845275158526e-05,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'sgd'}",0.3333333333333333,0.5,1.0,1.0,1.0,0.7666666666666666,0.2905932629027116,1,0.06666666666666667,0.06666666666666667,0.06666666666666667,0.13333333333333333,0.06666666666666667,0.08,0.02666666666666667,103,0.1111111111111111,0.11764705882352941,0.125,0.23529411764705882,0.125,0.14281045751633986,0.046531059264429075,100,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,2000,sgd
0.270335054397583,0.016495812912434814,0.0031195163726806642,3.352894303543501e-05,"{'activation': 'logistic', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'adam'}",0.6,0.6,1.0,0.5,0.6363636363636364,0.6672727272727272,0.17244953747460912,27,0.2,0.4,0.3333333333333333,0.3333333333333333,0.4666666666666667,0.3466666666666667,0.08844332774281068,58,0.3,0.48,0.5,0.4,0.5384615384615385,0.4436923076923078,0.0848840490030249,30,MLPClassifier,,,,,,,logistic,"(50,)",adaptive,2000,adam
0.3421900272369385,0.05696021460673291,0.0034543991088867186,9.022389081443691e-05,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'lbfgs'}",0.36363636363636365,0.3157894736842105,0.625,0.4117647058823529,0.47058823529411764,0.437355755699409,0.1069416398219472,81,0.26666666666666666,0.4,0.3333333333333333,0.4666666666666667,0.5333333333333333,0.4,0.09428090415820634,39,0.30769230769230765,0.35294117647058826,0.43478260869565216,0.43749999999999994,0.5,0.40658321857170965,0.06802150978183924,69,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,2000,lbfgs
0.21517415046691896,0.02281832884178746,0.0034256458282470705,8.390239432523487e-05,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 2000, '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,2000,sgd
1.6015475273132325,1.541288320236066,0.0035175323486328126,0.00012346690680584867,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'adam'}",0.625,0.5454545454545454,0.5454545454545454,0.4,0.6923076923076923,0.5616433566433565,0.09771382996727579,49,0.3333333333333333,0.4,0.4,0.4,0.6,0.42666666666666664,0.09043106644167023,27,0.43478260869565216,0.4615384615384615,0.4615384615384615,0.4000000000000001,0.6428571428571429,0.4801433349259437,0.08443768771844845,10,MLPClassifier,,,,,,,logistic,"(100, 20)",constant,2000,adam
0.31999802589416504,0.13283281964506663,0.003620004653930664,0.00021056767172055986,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'lbfgs'}",0.38461538461538464,0.25,0.6,0.3,0.5,0.4069230769230769,0.12845002251468726,86,0.3333333333333333,0.26666666666666666,0.2,0.2,0.5333333333333333,0.30666666666666664,0.12364824660660936,79,0.3571428571428571,0.2580645161290323,0.3,0.24,0.5161290322580646,0.33426728110599085,0.09946297476223374,82,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,2000,lbfgs
0.31690025329589844,0.22262269010847419,0.0034706592559814453,0.00011319063599069436,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'sgd'}",0.0967741935483871,0.0,0.10067114093959731,0.0,0.0,0.03948906689759688,0.0483797295007042,103,0.4,0.0,1.0,0.0,0.0,0.27999999999999997,0.3919183588453085,88,0.15584415584415584,0.0,0.18292682926829268,0.0,0.0,0.0677541970224897,0.08342238273523103,103,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,2000,sgd
0.8715222835540771,0.12356552480893399,0.003377676010131836,4.4834865783879916e-05,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'adam'}",0.625,0.5454545454545454,0.8571428571428571,0.38461538461538464,0.6923076923076923,0.6209040959040959,0.15649216725885942,40,0.3333333333333333,0.4,0.4,0.3333333333333333,0.6,0.4133333333333333,0.09797958971132711,38,0.43478260869565216,0.4615384615384615,0.5454545454545455,0.3571428571428571,0.6428571428571429,0.4883551231377318,0.09791529453234311,7,MLPClassifier,,,,,,,logistic,"(100, 20)",invscaling,2000,adam
0.27472920417785646,0.05735401266258901,0.003390932083129883,2.904349330882614e-05,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'lbfgs'}",0.4,0.2857142857142857,0.36363636363636365,0.26666666666666666,0.4,0.3432034632034632,0.05662522998939376,92,0.4,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.26666666666666666,0.29333333333333333,0.053333333333333344,84,0.4000000000000001,0.2758620689655172,0.30769230769230765,0.26666666666666666,0.32,0.31404420866489835,0.04725827639314343,85,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,2000,lbfgs
0.31596975326538085,0.02006662313492125,0.003394412994384766,3.7434419910975e-05,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 2000, '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,2000,sgd
1.724743366241455,1.4368619622725558,0.003443002700805664,0.00010103188079481609,"{'activation': 'logistic', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'adam'}",0.3888888888888889,0.5833333333333334,0.8,0.38461538461538464,0.6923076923076923,0.56982905982906,0.16444177903556245,46,0.4666666666666667,0.4666666666666667,0.26666666666666666,0.3333333333333333,0.6,0.42666666666666664,0.11623730516108462,27,0.42424242424242425,0.5185185185185186,0.4,0.3571428571428571,0.6428571428571429,0.46855218855218855,0.10193492837993492,15,MLPClassifier,,,,,,,logistic,"(100, 20)",adaptive,2000,adam
0.04404945373535156,0.018175411778431374,0.003104972839355469,6.847886303335664e-06,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'lbfgs'}",0.42105263157894735,0.47368421052631576,0.5,0.26666666666666666,0.5,0.4322807017543859,0.08768139531997082,82,0.5333333333333333,0.6,0.3333333333333333,0.26666666666666666,0.6666666666666666,0.48,0.154344492037203,12,0.47058823529411764,0.5294117647058824,0.4,0.26666666666666666,0.5714285714285715,0.44761904761904764,0.10729190855355437,26,MLPClassifier,,,,,,,tanh,"(10,)",constant,2000,lbfgs
0.22985248565673827,0.030762298643031125,0.002672243118286133,0.00011883968275686572,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'sgd'}",0.5555555555555556,0.6,0.8,0.35714285714285715,0.6666666666666666,0.5958730158730158,0.14513041372037258,44,0.3333333333333333,0.4,0.26666666666666666,0.3333333333333333,0.5333333333333333,0.37333333333333335,0.09043106644167025,51,0.4166666666666667,0.48,0.4,0.3448275862068965,0.5925925925925926,0.4468173690932312,0.08468098901053574,27,MLPClassifier,,,,,,,tanh,"(10,)",constant,2000,sgd
0.297393274307251,0.05058196439216795,0.0026517868041992187,4.328846325775933e-05,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'adam'}",0.625,0.6,0.8,0.5,0.6363636363636364,0.6322727272727273,0.09668471380884118,35,0.3333333333333333,0.4,0.26666666666666666,0.4,0.4666666666666667,0.37333333333333335,0.0679869268479038,51,0.43478260869565216,0.48,0.4,0.4444444444444445,0.5384615384615385,0.459537718320327,0.0469745391224507,18,MLPClassifier,,,,,,,tanh,"(10,)",constant,2000,adam
0.05435776710510254,0.0278315465859207,0.0025651931762695314,1.982656563939598e-05,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'lbfgs'}",0.35294117647058826,0.5,0.6,0.3333333333333333,0.5,0.4572549019607843,0.10026799920584996,70,0.4,0.6666666666666666,0.6,0.3333333333333333,0.5333333333333333,0.5066666666666666,0.12364824660660938,7,0.37500000000000006,0.5714285714285715,0.6,0.3333333333333333,0.5161290322580646,0.4791781874039939,0.10639288028507358,11,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,2000,lbfgs
0.048548126220703126,0.018489346488588,0.0025570869445800783,2.019978107628639e-05,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'sgd'}",0.05660377358490566,0.027777777777777776,0.2,0.16666666666666666,0.02531645569620253,0.09527293474511053,0.07349779908866386,100,0.2,0.06666666666666667,0.8666666666666667,0.5333333333333333,0.13333333333333333,0.36,0.2999259167787198,55,0.08823529411764706,0.0392156862745098,0.325,0.25396825396825395,0.0425531914893617,0.14979448516995447,0.11753046104815865,99,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,2000,sgd
0.30261878967285155,0.04422700338795393,0.002703428268432617,6.986388536745741e-05,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'adam'}",0.7142857142857143,0.5454545454545454,0.8,0.45454545454545453,0.7272727272727273,0.6483116883116884,0.1278449896277238,33,0.3333333333333333,0.4,0.5333333333333333,0.3333333333333333,0.5333333333333333,0.42666666666666664,0.09043106644167025,27,0.4545454545454545,0.4615384615384615,0.64,0.3846153846153846,0.6153846153846153,0.5112167832167832,0.09913984410877137,1,MLPClassifier,,,,,,,tanh,"(10,)",invscaling,2000,adam
0.05294332504272461,0.015864091828983375,0.002701091766357422,4.075365145876018e-05,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'lbfgs'}",0.25,0.4117647058823529,0.5,0.38095238095238093,0.25,0.3585434173669467,0.09685863810505044,91,0.13333333333333333,0.4666666666666667,0.4,0.5333333333333333,0.26666666666666666,0.36,0.14360439485692011,55,0.1739130434782609,0.43749999999999994,0.4444444444444445,0.4444444444444444,0.2580645161290323,0.3516732896992364,0.11396535099093008,79,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,2000,lbfgs
0.27228055000305174,0.03146392912571566,0.0028131961822509765,0.00016072621011002072,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'sgd'}",0.5,0.5,1.0,0.4,0.75,0.63,0.21817424229271426,36,0.26666666666666666,0.26666666666666666,0.2,0.26666666666666666,0.4,0.27999999999999997,0.06531972647421809,88,0.3478260869565218,0.3478260869565218,0.33333333333333337,0.32,0.5217391304347827,0.37414492753623196,0.07452069627622226,77,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,2000,sgd
0.33484601974487305,0.027194417268447672,0.0028356075286865234,8.197961044716513e-05,"{'activation': 'tanh', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'adam'}",0.75,0.6363636363636364,0.875,0.42857142857142855,0.7,0.6779870129870129,0.14725841108639257,24,0.4,0.4666666666666667,0.4666666666666667,0.2,0.4666666666666667,0.4,0.10327955589886445,39,0.5217391304347827,0.5384615384615385,0.608695652173913,0.27272727272727276,0.56,0.5003247187595014,0.11748956539626894,3,MLPClassifier,,,,,,,tanh,"(10,)",adaptive,2000,adam
0.0392857551574707,0.002793850902938001,0.0029143333435058595,5.7118364488886465e-05,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'lbfgs'}",0.4375,0.45,0.5,0.3888888888888889,0.4375,0.4427777777777777,0.03545776482548996,78,0.4666666666666667,0.6,0.4,0.4666666666666667,0.4666666666666667,0.4800000000000001,0.06531972647421806,10,0.45161290322580644,0.5142857142857143,0.4444444444444445,0.42424242424242425,0.45161290322580644,0.45723967788483916,0.03023279081366158,20,MLPClassifier,,,,,,,tanh,"(50,)",constant,2000,lbfgs
0.30844845771789553,0.02535368807257504,0.003041505813598633,2.9195131394361697e-05,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'sgd'}",0.4,0.6,1.0,0.4444444444444444,0.6666666666666666,0.6222222222222222,0.2126841975823182,38,0.13333333333333333,0.4,0.3333333333333333,0.26666666666666666,0.5333333333333333,0.3333333333333333,0.13333333333333336,61,0.2,0.48,0.5,0.33333333333333337,0.5925925925925926,0.42118518518518516,0.1383418163892088,59,MLPClassifier,,,,,,,tanh,"(50,)",constant,2000,sgd
1.9597637176513671,0.17604424619908401,0.0032108783721923827,0.00010571024888798093,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'adam'}",0.5384615384615384,0.4666666666666667,0.6428571428571429,0.2777777777777778,0.5454545454545454,0.4942435342435342,0.12188659612859888,63,0.4666666666666667,0.4666666666666667,0.6,0.3333333333333333,0.4,0.4533333333333333,0.08844332774281066,17,0.5,0.4666666666666667,0.6206896551724138,0.303030303030303,0.4615384615384615,0.470385017281569,0.10155611201187754,14,MLPClassifier,,,,,,,tanh,"(50,)",constant,2000,adam
0.04566712379455566,0.003144875254598405,0.0034386634826660155,9.103224741898364e-05,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'lbfgs'}",0.47368421052631576,0.5833333333333334,0.5714285714285714,0.29411764705882354,0.35714285714285715,0.45594132389798026,0.11474221355280025,73,0.6,0.4666666666666667,0.5333333333333333,0.3333333333333333,0.3333333333333333,0.4533333333333333,0.10666666666666667,17,0.5294117647058824,0.5185185185185186,0.5517241379310344,0.3125,0.3448275862068965,0.4513964014724663,0.10129812725731246,23,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,2000,lbfgs
0.21473898887634277,0.06474095608023937,0.0036727428436279298,9.8379791676327e-05,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'sgd'}",0.12371134020618557,0.039473684210526314,0.08695652173913043,0.1267605633802817,0.3055555555555556,0.13649153301833591,0.09022953966922807,99,0.8,0.2,0.4,0.6,0.7333333333333333,0.5466666666666666,0.22070593809662464,4,0.2142857142857143,0.06593406593406594,0.14285714285714285,0.20930232558139536,0.43137254901960786,0.21275035953558524,0.12186057097494095,94,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,2000,sgd
2.056933307647705,0.16330762318867167,0.003389739990234375,0.00022299979865150058,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'adam'}",0.5833333333333334,0.6,0.6,0.4117647058823529,0.46153846153846156,0.5313273001508295,0.07912294590016185,50,0.4666666666666667,0.6,0.4,0.4666666666666667,0.4,0.4666666666666667,0.07302967433402213,14,0.5185185185185186,0.6,0.48,0.43749999999999994,0.42857142857142855,0.4929179894179894,0.06245070371905941,5,MLPClassifier,,,,,,,tanh,"(50,)",invscaling,2000,adam
0.043877363204956055,0.0026051468297004646,0.0033402442932128906,2.6667094092087583e-05,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'lbfgs'}",0.4444444444444444,0.4782608695652174,0.5833333333333334,0.4166666666666667,0.35714285714285715,0.45596963423050385,0.0750502447036168,72,0.5333333333333333,0.7333333333333333,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.4800000000000001,0.1484737163421339,10,0.4848484848484848,0.5789473684210527,0.5185185185185186,0.3703703703703704,0.3448275862068965,0.45950246567306463,0.08886760756046407,19,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,2000,lbfgs
0.47873997688293457,0.01964697044856065,0.0035239219665527343,0.00014687487029544036,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'sgd'}",0.6,0.5454545454545454,0.75,0.45454545454545453,0.7,0.61,0.10595492570424339,41,0.2,0.4,0.4,0.3333333333333333,0.4666666666666667,0.36,0.09043106644167025,55,0.3,0.4615384615384615,0.5217391304347827,0.3846153846153846,0.56,0.44557859531772576,0.09386910329004453,28,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,2000,sgd
2.197500801086426,0.15281123114388995,0.003381013870239258,5.560972170044341e-05,"{'activation': 'tanh', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'adam'}",0.6,0.6153846153846154,0.6666666666666666,0.29411764705882354,0.46153846153846156,0.5275414781297134,0.13503003765889243,51,0.4,0.5333333333333333,0.5333333333333333,0.3333333333333333,0.4,0.44000000000000006,0.07999999999999999,21,0.48,0.5714285714285715,0.5925925925925926,0.3125,0.42857142857142855,0.4770185185185185,0.1016788841207972,12,MLPClassifier,,,,,,,tanh,"(50,)",adaptive,2000,adam
0.11466517448425292,0.008681451184190104,0.0036452293395996095,8.389765172901535e-05,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'lbfgs'}",0.3333333333333333,0.4375,0.8571428571428571,0.35294117647058826,0.5384615384615384,0.5038757810816634,0.1909269636848914,57,0.26666666666666666,0.4666666666666667,0.4,0.4,0.4666666666666667,0.4,0.07302967433402216,39,0.2962962962962963,0.45161290322580644,0.5454545454545455,0.37500000000000006,0.5,0.43367274899532965,0.0889169327070363,48,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,2000,lbfgs
0.5432119846343995,0.049434183669699,0.003715372085571289,0.0001872067541348357,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'sgd'}",0.625,0.6,1.0,0.4,0.6666666666666666,0.6583333333333333,0.1939358427705181,30,0.3333333333333333,0.4,0.3333333333333333,0.26666666666666666,0.5333333333333333,0.37333333333333335,0.09043106644167025,51,0.43478260869565216,0.48,0.5,0.32,0.5925925925925926,0.46547504025764896,0.08906944718084585,16,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,2000,sgd
1.9691723346710206,0.16676260431034684,0.0034314632415771485,5.4011275659413876e-05,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'adam'}",0.3076923076923077,0.5,0.5333333333333333,0.35714285714285715,0.3333333333333333,0.40630036630036637,0.09206649107865186,87,0.26666666666666666,0.5333333333333333,0.5333333333333333,0.3333333333333333,0.3333333333333333,0.4,0.11155467020454342,39,0.28571428571428575,0.5161290322580646,0.5333333333333333,0.3448275862068965,0.3333333333333333,0.4026675141691827,0.10176228764110626,71,MLPClassifier,,,,,,,tanh,"(100, 20)",constant,2000,adam
0.09997777938842774,0.005141860980625892,0.0034818649291992188,9.74151589488711e-05,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'lbfgs'}",0.47368421052631576,0.375,0.5625,0.2,0.5,0.42223684210526313,0.1264817988066381,83,0.6,0.4,0.6,0.2,0.4,0.44000000000000006,0.14966629547095764,21,0.5294117647058824,0.38709677419354843,0.5806451612903225,0.20000000000000004,0.4444444444444445,0.4283196289268395,0.13229654123015872,52,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,2000,lbfgs
0.546437931060791,0.3371347295704314,0.003458070755004883,6.637350577423399e-05,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'sgd'}",0.16091954022988506,0.030303030303030304,0.16455696202531644,0.34615384615384615,0.4444444444444444,0.22927556463130444,0.14724760951808993,93,0.9333333333333333,0.13333333333333333,0.8666666666666667,0.6,0.8,0.6666666666666666,0.28905977851571735,1,0.27450980392156865,0.04938271604938271,0.2765957446808511,0.43902439024390244,0.5714285714285714,0.32218824526485523,0.17581023383678338,84,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,2000,sgd
1.9873740673065186,0.13929057186616525,0.0036295413970947265,0.0002805920533983178,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'adam'}",0.5,0.5384615384615384,0.6153846153846154,0.2222222222222222,0.35714285714285715,0.44664224664224667,0.14009019043731538,77,0.4,0.4666666666666667,0.5333333333333333,0.26666666666666666,0.3333333333333333,0.39999999999999997,0.09428090415820635,45,0.4444444444444445,0.5,0.5714285714285715,0.2424242424242424,0.3448275862068965,0.42062496890083095,0.11585355553676054,60,MLPClassifier,,,,,,,tanh,"(100, 20)",invscaling,2000,adam
0.10980520248413086,0.00578675639367266,0.0037120819091796876,0.00015197755522038478,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'lbfgs'}",0.42105263157894735,0.46153846153846156,0.6,0.3,0.42857142857142855,0.44223250433776745,0.09605061161943125,79,0.5333333333333333,0.4,0.4,0.2,0.4,0.3866666666666667,0.10666666666666666,48,0.47058823529411764,0.42857142857142855,0.48,0.24,0.4137931034482759,0.4065905534627644,0.08691616445812254,68,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,2000,lbfgs
0.6058970928192139,0.03898169708824756,0.003530740737915039,0.0001319300792262689,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'sgd'}",0.5555555555555556,0.6363636363636364,0.8333333333333334,0.5555555555555556,0.6666666666666666,0.6494949494949496,0.10189511283166458,32,0.3333333333333333,0.4666666666666667,0.3333333333333333,0.3333333333333333,0.5333333333333333,0.4,0.08432740427115679,39,0.4166666666666667,0.5384615384615385,0.47619047619047616,0.4166666666666667,0.5925925925925926,0.4881155881155882,0.06899603499851227,8,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,2000,sgd
1.8755479812622071,0.16242920157300345,0.0034702301025390627,6.972239813136256e-05,"{'activation': 'tanh', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'adam'}",0.5333333333333333,0.5294117647058824,0.4444444444444444,0.3333333333333333,0.45454545454545453,0.45901366607248956,0.07281082117856094,69,0.5333333333333333,0.6,0.26666666666666666,0.4666666666666667,0.3333333333333333,0.44000000000000006,0.12364824660660938,21,0.5333333333333333,0.5625,0.33333333333333337,0.3888888888888889,0.3846153846153846,0.44053418803418803,0.09030339241127507,33,MLPClassifier,,,,,,,tanh,"(100, 20)",adaptive,2000,adam
0.11012558937072754,0.054084823665621,0.0028614044189453126,0.00011028724976526546,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'lbfgs'}",0.42857142857142855,0.47368421052631576,0.6153846153846154,0.3333333333333333,0.35294117647058826,0.4407829528572562,0.10097420765077407,80,0.4,0.6,0.5333333333333333,0.4,0.4,0.4666666666666666,0.08432740427115676,15,0.4137931034482759,0.5294117647058824,0.5714285714285715,0.3636363636363636,0.37500000000000006,0.4506539606438187,0.08419454264276927,24,MLPClassifier,,,,,,,relu,"(10,)",constant,2000,lbfgs
0.24841032028198243,0.037818727601011494,0.002925729751586914,0.0002698674041002571,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'sgd'}",0.4,0.6666666666666666,0.6666666666666666,0.6,0.7142857142857143,0.6095238095238096,0.11090229811816865,42,0.13333333333333333,0.26666666666666666,0.13333333333333333,0.2,0.3333333333333333,0.21333333333333332,0.077746025264604,99,0.2,0.3809523809523809,0.2222222222222222,0.3,0.4545454545454545,0.31154401154401146,0.09572945963069943,86,MLPClassifier,,,,,,,relu,"(10,)",constant,2000,sgd
0.3589020729064941,0.06097599433719551,0.002850341796875,0.00016225188534583378,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'adam'}",0.5,0.5,0.75,0.45454545454545453,0.625,0.5659090909090909,0.10813979321245744,47,0.13333333333333333,0.3333333333333333,0.2,0.3333333333333333,0.3333333333333333,0.26666666666666666,0.08432740427115677,92,0.2105263157894737,0.4,0.31578947368421056,0.3846153846153846,0.43478260869565216,0.34914275655694416,0.07937998482711961,81,MLPClassifier,,,,,,,relu,"(10,)",constant,2000,adam
0.08772792816162109,0.04537551819989738,0.003002357482910156,0.00029033288331799733,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'lbfgs'}",0.35294117647058826,0.38095238095238093,0.7777777777777778,0.38461538461538464,0.4,0.45925734396322626,0.15998307183494356,68,0.4,0.5333333333333333,0.4666666666666667,0.3333333333333333,0.4,0.42666666666666664,0.06798692684790379,27,0.37500000000000006,0.4444444444444444,0.5833333333333334,0.3571428571428571,0.4000000000000001,0.43198412698412697,0.08115815738701831,49,MLPClassifier,,,,,,,relu,"(10,)",invscaling,2000,lbfgs
0.051441001892089847,0.03033142680657717,0.003076505661010742,0.00037272827999719694,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'sgd'}",0.19718309859154928,0.07526881720430108,0.36,0.26666666666666666,0.042735042735042736,0.18837072503951194,0.11803924257857562,96,0.9333333333333333,0.4666666666666667,0.6,0.26666666666666666,0.3333333333333333,0.52,0.23626726862225803,5,0.3255813953488372,0.12962962962962962,0.45,0.26666666666666666,0.07575757575757576,0.24952705348054183,0.13478772583405416,92,MLPClassifier,,,,,,,relu,"(10,)",invscaling,2000,sgd
0.33542885780334475,0.06854280741901868,0.0028429508209228517,0.00013792315121444147,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'adam'}",0.5,0.5454545454545454,0.6,0.42857142857142855,0.75,0.5648051948051948,0.1083232109477093,48,0.13333333333333333,0.4,0.2,0.2,0.6,0.30666666666666664,0.17178798302300166,79,0.2105263157894737,0.4615384615384615,0.3,0.27272727272727276,0.6666666666666665,0.3822917433443749,0.16457752319589242,76,MLPClassifier,,,,,,,relu,"(10,)",invscaling,2000,adam
0.09804062843322754,0.02734152254049283,0.00286102294921875,7.177040793804653e-05,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'lbfgs'}",0.4117647058823529,0.4,0.6153846153846154,0.47368421052631576,0.5454545454545454,0.4892576154495659,0.08158519344150492,64,0.4666666666666667,0.5333333333333333,0.5333333333333333,0.6,0.4,0.5066666666666666,0.06798692684790378,7,0.43749999999999994,0.4571428571428572,0.5714285714285715,0.5294117647058824,0.4615384615384615,0.4914043309631545,0.0506358365650095,6,MLPClassifier,,,,,,,relu,"(10,)",adaptive,2000,lbfgs
0.3182212829589844,0.04897532880827998,0.002846097946166992,0.0001444617972240395,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'sgd'}",0.42857142857142855,0.25,1.0,0.5,0.8571428571428571,0.6071428571428572,0.27847983842311325,43,0.2,0.06666666666666667,0.2,0.2,0.4,0.21333333333333337,0.10666666666666669,98,0.27272727272727276,0.10526315789473685,0.33333333333333337,0.28571428571428575,0.5454545454545455,0.3084985190248348,0.1413281584299513,88,MLPClassifier,,,,,,,relu,"(10,)",adaptive,2000,sgd
0.36957368850708006,0.06187804206303522,0.002767610549926758,6.143938999170583e-05,"{'activation': 'relu', 'hidden_layer_sizes': (10,), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'adam'}",0.42857142857142855,0.5,0.8,0.5714285714285714,0.625,0.585,0.126256945656588,45,0.2,0.4,0.26666666666666666,0.26666666666666666,0.3333333333333333,0.29333333333333333,0.06798692684790379,84,0.27272727272727276,0.4444444444444445,0.4,0.36363636363636365,0.43478260869565216,0.38311813790074656,0.06209800854614247,75,MLPClassifier,,,,,,,relu,"(10,)",adaptive,2000,adam
0.0685011863708496,0.018157201837709015,0.003172779083251953,0.00012298836672934444,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'lbfgs'}",0.391304347826087,0.5,0.8888888888888888,0.23076923076923078,0.23076923076923078,0.4483463396506875,0.24276705862473166,75,0.6,0.6666666666666666,0.5333333333333333,0.2,0.2,0.43999999999999995,0.20044395171163876,26,0.47368421052631576,0.5714285714285715,0.6666666666666667,0.21428571428571427,0.21428571428571427,0.4280701754385965,0.1849151952571801,53,MLPClassifier,,,,,,,relu,"(50,)",constant,2000,lbfgs
0.3557922840118408,0.024482303442255493,0.0032196521759033205,0.00016582984162233396,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'sgd'}",0.0,0.5555555555555556,0.75,0.5714285714285714,0.625,0.5003968253968254,0.2593502162009645,60,0.0,0.3333333333333333,0.2,0.26666666666666666,0.3333333333333333,0.22666666666666666,0.12364824660660938,95,0.0,0.4166666666666667,0.31578947368421056,0.36363636363636365,0.43478260869565216,0.3061750225365786,0.15867306164397535,89,MLPClassifier,,,,,,,relu,"(50,)",constant,2000,sgd
1.5644401550292968,0.16950267364129007,0.0032318115234375,0.00014882731675843107,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'adam'}",0.4375,0.5625,0.6,0.2222222222222222,0.42857142857142855,0.45015873015873015,0.1324041341851044,74,0.4666666666666667,0.6,0.4,0.13333333333333333,0.4,0.4,0.1520233900132184,39,0.45161290322580644,0.5806451612903225,0.48,0.16666666666666669,0.4137931034482759,0.41854356692621436,0.13755867173860573,63,MLPClassifier,,,,,,,relu,"(50,)",constant,2000,adam
0.06742243766784668,0.01168177432193801,0.0034455299377441407,0.00017817424794848959,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'lbfgs'}",0.42105263157894735,0.4117647058823529,0.6666666666666666,0.4,0.5,0.4798968008255934,0.09977498564388326,65,0.5333333333333333,0.4666666666666667,0.5333333333333333,0.26666666666666666,0.3333333333333333,0.42666666666666664,0.1083205120618128,27,0.47058823529411764,0.43749999999999994,0.5925925925925926,0.32,0.4,0.44413616557734203,0.08960005594208219,29,MLPClassifier,,,,,,,relu,"(50,)",invscaling,2000,lbfgs
0.10957741737365723,0.06016572970576125,0.003404998779296875,0.00014595568699887215,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'sgd'}",0.11016949152542373,0.0,0.0,0.1111111111111111,0.046153846153846156,0.053486889758076195,0.04961640154252625,102,0.8666666666666667,0.0,0.0,0.06666666666666667,0.4,0.2666666666666667,0.33466401061363027,91,0.19548872180451127,0.0,0.0,0.08333333333333334,0.08275862068965517,0.07231613516549996,0.07191822727137533,102,MLPClassifier,,,,,,,relu,"(50,)",invscaling,2000,sgd
1.6605148315429688,0.12492740716800618,0.0033705711364746095,0.0001575748341654582,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'adam'}",0.42857142857142855,0.5882352941176471,0.6666666666666666,0.35714285714285715,0.45454545454545453,0.49903234020881077,0.11236982055922312,61,0.4,0.6666666666666666,0.4,0.3333333333333333,0.3333333333333333,0.42666666666666664,0.12364824660660938,27,0.4137931034482759,0.625,0.5,0.3448275862068965,0.3846153846153846,0.45364721485411136,0.09970537902140371,22,MLPClassifier,,,,,,,relu,"(50,)",invscaling,2000,adam
0.058107852935791016,0.004914162785795568,0.0033721923828125,0.0001754349292325608,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'lbfgs'}",0.5,0.47368421052631576,0.7272727272727273,0.26666666666666666,0.3125,0.45602472089314194,0.16265114934695105,71,0.3333333333333333,0.6,0.5333333333333333,0.26666666666666666,0.3333333333333333,0.4133333333333334,0.12927146286443544,36,0.4,0.5294117647058824,0.6153846153846153,0.26666666666666666,0.3225806451612903,0.42680873838369093,0.1290859631419801,56,MLPClassifier,,,,,,,relu,"(50,)",adaptive,2000,lbfgs
0.43529863357543946,0.04351866353259262,0.0033510684967041015,0.00014138512021408982,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'sgd'}",0.5,0.5555555555555556,1.0,0.8,0.6,0.691111111111111,0.18464513846969768,21,0.13333333333333333,0.3333333333333333,0.2,0.26666666666666666,0.2,0.22666666666666666,0.06798692684790379,95,0.2105263157894737,0.4166666666666667,0.33333333333333337,0.4,0.3,0.3321052631578948,0.07426173008520451,83,MLPClassifier,,,,,,,relu,"(50,)",adaptive,2000,sgd
1.529740810394287,0.23731467981807974,0.0033102989196777343,0.00012101471359369056,"{'activation': 'relu', 'hidden_layer_sizes': (50,), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'adam'}",0.42857142857142855,0.5714285714285714,0.7,0.4166666666666667,0.4,0.5033333333333333,0.1158386554838599,59,0.4,0.5333333333333333,0.4666666666666667,0.3333333333333333,0.26666666666666666,0.39999999999999997,0.09428090415820634,45,0.4137931034482759,0.5517241379310344,0.56,0.3703703703703704,0.32,0.4431775223499361,0.09671286005929433,32,MLPClassifier,,,,,,,relu,"(50,)",adaptive,2000,adam
0.11803364753723145,0.014784319959433924,0.0032468795776367187,2.3650642359371077e-05,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'lbfgs'}",0.5714285714285714,0.5,0.6666666666666666,0.4,0.35294117647058826,0.4982072829131653,0.11356940344933737,62,0.5333333333333333,0.4,0.5333333333333333,0.4,0.4,0.4533333333333333,0.06531972647421808,17,0.5517241379310344,0.4444444444444445,0.5925925925925926,0.4000000000000001,0.37500000000000006,0.47275223499361435,0.08514457224227132,13,MLPClassifier,,,,,,,relu,"(100, 20)",constant,2000,lbfgs
0.573366641998291,0.046860552621632044,0.003491115570068359,7.47803816578954e-05,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'sgd'}",0.6,0.625,1.0,0.5,0.625,0.67,0.17131841699011813,26,0.2,0.3333333333333333,0.13333333333333333,0.26666666666666666,0.3333333333333333,0.2533333333333333,0.077746025264604,93,0.3,0.43478260869565216,0.23529411764705882,0.3478260869565218,0.43478260869565216,0.35053708439897696,0.07750729581208393,80,MLPClassifier,,,,,,,relu,"(100, 20)",constant,2000,sgd
1.1405928134918213,0.12210845662044083,0.003698444366455078,0.00027772359270918995,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'constant', 'max_iter': 2000, 'solver': 'adam'}",0.5454545454545454,0.4666666666666667,0.8,0.25,0.45454545454545453,0.5033333333333334,0.17758816793948537,58,0.4,0.4666666666666667,0.5333333333333333,0.2,0.3333333333333333,0.3866666666666666,0.11469767022723502,49,0.4615384615384615,0.4666666666666667,0.64,0.22222222222222224,0.3846153846153846,0.435008547008547,0.1353107974530151,46,MLPClassifier,,,,,,,relu,"(100, 20)",constant,2000,adam
0.1644218921661377,0.07173989778466576,0.003545188903808594,0.0001317419694368063,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'lbfgs'}",0.5,0.5,0.6363636363636364,0.2857142857142857,0.4,0.46441558441558434,0.11677513049175396,67,0.6,0.6,0.4666666666666667,0.26666666666666666,0.4,0.4666666666666666,0.12649110640673514,15,0.5454545454545454,0.5454545454545454,0.5384615384615385,0.2758620689655172,0.4000000000000001,0.4610465396672293,0.10794672122368697,17,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,2000,lbfgs
0.24459514617919922,0.1343570282891143,0.00361785888671875,0.0001568871499104726,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'sgd'}",0.1411764705882353,0.09523809523809523,0.2,0.07317073170731707,0.175,0.1369170595067295,0.04743129914111351,98,0.8,0.9333333333333333,0.06666666666666667,0.6,0.9333333333333333,0.6666666666666666,0.32386554137309653,1,0.24000000000000002,0.17283950617283952,0.1,0.13043478260869565,0.29473684210526313,0.1876022261773597,0.07125104514170369,96,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,2000,sgd
1.313458251953125,0.06995290862432728,0.0034576416015625,4.131088840520437e-05,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'invscaling', 'max_iter': 2000, 'solver': 'adam'}",0.5,0.6428571428571429,0.7142857142857143,0.25,0.46153846153846156,0.5137362637362638,0.1608492436077412,55,0.5333333333333333,0.6,0.6666666666666666,0.2,0.4,0.48,0.16546231527987806,12,0.5161290322580646,0.6206896551724138,0.689655172413793,0.22222222222222224,0.42857142857142855,0.49545350212758443,0.16306710545017414,4,MLPClassifier,,,,,,,relu,"(100, 20)",invscaling,2000,adam
0.10416684150695801,0.013458491311119477,0.00340423583984375,8.480768372486029e-05,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'lbfgs'}",0.5,0.3333333333333333,0.5454545454545454,0.3076923076923077,0.3333333333333333,0.40396270396270395,0.09847650341880418,88,0.5333333333333333,0.3333333333333333,0.4,0.26666666666666666,0.4,0.3866666666666666,0.08844332774281066,49,0.5161290322580646,0.3333333333333333,0.4615384615384615,0.28571428571428575,0.3636363636363636,0.39207029529610177,0.08460084666489731,74,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,2000,lbfgs
0.7120599269866943,0.03092832597426898,0.003294515609741211,7.552630958984795e-05,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'sgd'}",0.5,0.5714285714285714,1.0,0.6,0.625,0.6592857142857143,0.17542368536704245,29,0.13333333333333333,0.26666666666666666,0.3333333333333333,0.2,0.3333333333333333,0.2533333333333333,0.077746025264604,93,0.2105263157894737,0.36363636363636365,0.5,0.3,0.43478260869565216,0.36178905762429786,0.10112570428864834,78,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,2000,sgd
1.1155292987823486,0.08876726215992084,0.003287601470947266,5.515367450917752e-05,"{'activation': 'relu', 'hidden_layer_sizes': (100, 20), 'learning_rate': 'adaptive', 'max_iter': 2000, 'solver': 'adam'}",0.46153846153846156,0.5333333333333333,0.7142857142857143,0.3333333333333333,0.5555555555555556,0.5196092796092797,0.12445910709608032,53,0.4,0.5333333333333333,0.6666666666666666,0.3333333333333333,0.3333333333333333,0.4533333333333333,0.12927146286443544,17,0.42857142857142855,0.5333333333333333,0.689655172413793,0.3333333333333333,0.4166666666666667,0.48031198686371096,0.12244702468144499,9,MLPClassifier,,,,,,,relu,"(100, 20)",adaptive,2000,adam